warning: commands will be executed using /bin/sh
job 1941 at Fri Jul 26 07:09:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	4
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 701719 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 233906 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 12475 members 
Mstep: Class 4 contains 12162 members 
Mstep: Class 5 contains 12392 members 
Mstep: Class 6 contains 12462 members 
Mstep: Class 7 contains 12407 members 
Mstep: Class 8 contains 12457 members 
Mstep: Class 9 contains 12286 members 
Mstep: Class 10 contains 12263 members 
Mstep: Class 11 contains 12250 members 
Mstep: Class 12 contains 12021 members 
Mstep: Class 13 contains 12103 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 12125 members 
Mstep: Class 16 contains 12315 members 
Mstep: Class 17 contains 12418 members 
Mstep: Class 18 contains 12410 members 
Mstep: Class 19 contains 12350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 505.151947 but Gain 2008.933594
Score: -10535012.000000 Penalty: 36160.824219
Iteration 0F: 19 clusters Score -1.053501e+07 nChanged 218961
Entering Unmasked Mstep 
Mstep: Class 0 contains 581 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 13240 members 
Mstep: Class 3 contains 31937 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 10056 members 
Mstep: Class 7 contains 14245 members 
Mstep: Class 8 contains 15294 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 7890 members 
Mstep: Class 14 contains 17131 members 
Mstep: Class 15 contains 18435 members 
Mstep: Class 16 contains 10517 members 
Mstep: Class 17 contains 10339 members 
Mstep: Class 18 contains 10230 members 
Mstep: Class 19 contains 12354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11573210.000000 Penalty: 36160.824219
Iteration 1F: 19 clusters Score -1.157321e+07 nChanged 100181
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 7651 members 
Mstep: Class 3 contains 38961 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 9894 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 15337 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 5465 members 
Mstep: Class 12 contains 22306 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 28142 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 6081 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 8287 members 
Mstep: Class 19 contains 7362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11998229.000000 Penalty: 36160.824219
Iteration 2F: 19 clusters Score -1.199823e+07 nChanged 71729
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 35942 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 9688 members 
Mstep: Class 8 contains 13392 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 35041 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 40682 members 
Mstep: Class 15 contains 8811 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 8163 members 
Mstep: Class 19 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12231026.000000 Penalty: 36160.824219
Iteration 3F: 19 clusters Score -1.223103e+07 nChanged 45664
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 32251 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 14964 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 12 contains 38725 members 
Mstep: Class 13 contains 14273 members 
Mstep: Class 14 contains 39611 members 
Mstep: Class 15 contains 7277 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 9068 members 
Mstep: Class 18 contains 9800 members 
Mstep: Class 19 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1602.720947 but Gain 2008.933594
Score: -12378258.000000 Penalty: 34151.890625
Iteration 4F: 18 clusters Score -1.237826e+07 nChanged 33868
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 29068 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 6235 members 
Mstep: Class 8 contains 17979 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 39895 members 
Mstep: Class 13 contains 19823 members 
Mstep: Class 14 contains 32302 members 
Mstep: Class 15 contains 6384 members 
Mstep: Class 17 contains 9446 members 
Mstep: Class 18 contains 10902 members 
Mstep: Class 19 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12459562.000000 Penalty: 34151.890625
Iteration 5F: 18 clusters Score -1.245956e+07 nChanged 22782
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 28123 members 
Mstep: Class 5 contains 5256 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 6404 members 
Mstep: Class 8 contains 20461 members 
Mstep: Class 9 contains 5811 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 40305 members 
Mstep: Class 13 contains 21523 members 
Mstep: Class 14 contains 25696 members 
Mstep: Class 15 contains 5889 members 
Mstep: Class 17 contains 9429 members 
Mstep: Class 18 contains 11030 members 
Mstep: Class 19 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12493608.000000 Penalty: 34151.890625
Iteration 6F: 18 clusters Score -1.249361e+07 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 6 contains 6234 members 
Mstep: Class 7 contains 7117 members 
Mstep: Class 8 contains 23176 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 12 contains 40568 members 
Mstep: Class 13 contains 22447 members 
Mstep: Class 14 contains 21419 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12522492.000000 Penalty: 34151.890625
Iteration 7F: 18 clusters Score -1.252249e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 6429 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 25948 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 40697 members 
Mstep: Class 13 contains 23040 members 
Mstep: Class 14 contains 18680 members 
Mstep: Class 15 contains 5708 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12543009.000000 Penalty: 34151.890625
Iteration 8F: 18 clusters Score -1.254301e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 23637 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 8929 members 
Mstep: Class 8 contains 28749 members 
Mstep: Class 9 contains 8100 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 40730 members 
Mstep: Class 13 contains 23558 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 17 contains 8307 members 
Mstep: Class 18 contains 11017 members 
Mstep: Class 19 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12556568.000000 Penalty: 34151.890625
Iteration 9Q: 18 clusters Score -1.255657e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 22498 members 
Mstep: Class 5 contains 4871 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 31120 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 3525 members 
Mstep: Class 12 contains 40751 members 
Mstep: Class 13 contains 23909 members 
Mstep: Class 14 contains 15012 members 
Mstep: Class 15 contains 5875 members 
Mstep: Class 17 contains 7935 members 
Mstep: Class 18 contains 11008 members 
Mstep: Class 19 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12568290.000000 Penalty: 34151.890625
Iteration 10Q: 18 clusters Score -1.256829e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 21367 members 
Mstep: Class 5 contains 4761 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 32796 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 4094 members 
Mstep: Class 12 contains 40751 members 
Mstep: Class 13 contains 24060 members 
Mstep: Class 14 contains 13855 members 
Mstep: Class 15 contains 5940 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 10999 members 
Mstep: Class 19 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12578583.000000 Penalty: 34151.890625
Iteration 11Q: 18 clusters Score -1.257858e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 20132 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 33819 members 
Mstep: Class 9 contains 9895 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 40750 members 
Mstep: Class 13 contains 24223 members 
Mstep: Class 14 contains 13363 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 19 contains 6056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12585139.000000 Penalty: 34151.890625
Iteration 12Q: 18 clusters Score -1.258514e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 18489 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 12166 members 
Mstep: Class 8 contains 34481 members 
Mstep: Class 9 contains 9722 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 40762 members 
Mstep: Class 13 contains 24347 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 6023 members 
Mstep: Class 17 contains 7074 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 6607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12591028.000000 Penalty: 34151.890625
Iteration 13Q: 18 clusters Score -1.259103e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 16529 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 7233 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 34854 members 
Mstep: Class 9 contains 9638 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 5541 members 
Mstep: Class 12 contains 40742 members 
Mstep: Class 13 contains 24464 members 
Mstep: Class 14 contains 12956 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 10783 members 
Mstep: Class 19 contains 7185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12596564.000000 Penalty: 34151.890625
Iteration 14Q: 18 clusters Score -1.259656e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 14999 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 7581 members 
Mstep: Class 7 contains 14884 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 40714 members 
Mstep: Class 13 contains 24602 members 
Mstep: Class 14 contains 12883 members 
Mstep: Class 15 contains 6094 members 
Mstep: Class 17 contains 6613 members 
Mstep: Class 18 contains 10592 members 
Mstep: Class 19 contains 7754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12600383.000000 Penalty: 34151.890625
Iteration 15Q: 18 clusters Score -1.260038e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 15539 members 
Mstep: Class 8 contains 35198 members 
Mstep: Class 9 contains 9503 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 40692 members 
Mstep: Class 13 contains 24762 members 
Mstep: Class 14 contains 12857 members 
Mstep: Class 15 contains 6121 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12602593.000000 Penalty: 34151.890625
Iteration 16Q: 18 clusters Score -1.260259e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 13594 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 8052 members 
Mstep: Class 7 contains 15863 members 
Mstep: Class 8 contains 35272 members 
Mstep: Class 9 contains 9455 members 
Mstep: Class 10 contains 2160 members 
Mstep: Class 11 contains 6729 members 
Mstep: Class 12 contains 40675 members 
Mstep: Class 13 contains 24927 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 6147 members 
Mstep: Class 17 contains 6218 members 
Mstep: Class 18 contains 10113 members 
Mstep: Class 19 contains 8711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12604151.000000 Penalty: 34151.890625
Iteration 17Q: 18 clusters Score -1.260415e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 13300 members 
Mstep: Class 5 contains 3982 members 
Mstep: Class 6 contains 8228 members 
Mstep: Class 7 contains 16020 members 
Mstep: Class 8 contains 35325 members 
Mstep: Class 9 contains 9409 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 40669 members 
Mstep: Class 13 contains 25166 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6166 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 9087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12604948.000000 Penalty: 34151.890625
Iteration 18Q: 18 clusters Score -1.260495e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 13106 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 8414 members 
Mstep: Class 7 contains 16113 members 
Mstep: Class 8 contains 35325 members 
Mstep: Class 9 contains 9351 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 40662 members 
Mstep: Class 13 contains 25409 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 6181 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 9387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12605501.000000 Penalty: 34151.890625
Iteration 19Q: 18 clusters Score -1.26055e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 12982 members 
Mstep: Class 5 contains 3935 members 
Mstep: Class 6 contains 8601 members 
Mstep: Class 7 contains 16173 members 
Mstep: Class 8 contains 35366 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 2166 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 40658 members 
Mstep: Class 13 contains 25601 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 19 contains 9604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12608819.000000 Penalty: 34151.890625
Iteration 20F: 18 clusters Score -1.260882e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 5 contains 3639 members 
Mstep: Class 6 contains 9081 members 
Mstep: Class 7 contains 17053 members 
Mstep: Class 8 contains 35368 members 
Mstep: Class 9 contains 9245 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 40658 members 
Mstep: Class 13 contains 25673 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 17 contains 5477 members 
Mstep: Class 18 contains 9294 members 
Mstep: Class 19 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12611719.000000 Penalty: 34151.890625
Iteration 21Q: 18 clusters Score -1.261172e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 4833 members 
Mstep: Class 3 contains 10950 members 
Mstep: Class 5 contains 3478 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 17332 members 
Mstep: Class 8 contains 35408 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 8028 members 
Mstep: Class 12 contains 40639 members 
Mstep: Class 13 contains 25753 members 
Mstep: Class 14 contains 12796 members 
Mstep: Class 15 contains 6243 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 11073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12613362.000000 Penalty: 34151.890625
Iteration 22Q: 18 clusters Score -1.261336e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 10310 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 17460 members 
Mstep: Class 8 contains 35428 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 8252 members 
Mstep: Class 12 contains 40632 members 
Mstep: Class 13 contains 25839 members 
Mstep: Class 14 contains 12789 members 
Mstep: Class 15 contains 6265 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 11878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12614677.000000 Penalty: 34151.890625
Iteration 23Q: 18 clusters Score -1.261468e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 9692 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 9814 members 
Mstep: Class 7 contains 17534 members 
Mstep: Class 8 contains 35464 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 2170 members 
Mstep: Class 11 contains 8397 members 
Mstep: Class 12 contains 40626 members 
Mstep: Class 13 contains 25947 members 
Mstep: Class 14 contains 12784 members 
Mstep: Class 15 contains 6288 members 
Mstep: Class 17 contains 4958 members 
Mstep: Class 18 contains 8482 members 
Mstep: Class 19 contains 12677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12616031.000000 Penalty: 34151.890625
Iteration 24Q: 18 clusters Score -1.261603e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 4766 members 
Mstep: Class 3 contains 9213 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 17564 members 
Mstep: Class 8 contains 35486 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 8500 members 
Mstep: Class 12 contains 40616 members 
Mstep: Class 13 contains 26152 members 
Mstep: Class 14 contains 12788 members 
Mstep: Class 15 contains 6308 members 
Mstep: Class 17 contains 4770 members 
Mstep: Class 18 contains 8319 members 
Mstep: Class 19 contains 13284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12617045.000000 Penalty: 34151.890625
Iteration 25Q: 18 clusters Score -1.261704e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 35503 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 2146 members 
Mstep: Class 11 contains 8585 members 
Mstep: Class 12 contains 40617 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 12794 members 
Mstep: Class 15 contains 6325 members 
Mstep: Class 17 contains 4588 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 19 contains 13733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12617712.000000 Penalty: 34151.890625
Iteration 26Q: 18 clusters Score -1.261771e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 4757 members 
Mstep: Class 3 contains 8591 members 
Mstep: Class 5 contains 3235 members 
Mstep: Class 6 contains 10366 members 
Mstep: Class 7 contains 17588 members 
Mstep: Class 8 contains 35523 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 8674 members 
Mstep: Class 12 contains 40631 members 
Mstep: Class 13 contains 26715 members 
Mstep: Class 14 contains 12800 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 17 contains 4367 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 14083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12618461.000000 Penalty: 34151.890625
Iteration 27Q: 18 clusters Score -1.261846e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 8414 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 10531 members 
Mstep: Class 7 contains 17594 members 
Mstep: Class 8 contains 35542 members 
Mstep: Class 9 contains 9228 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 40640 members 
Mstep: Class 13 contains 27162 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 6377 members 
Mstep: Class 17 contains 4108 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 14341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12619171.000000 Penalty: 34151.890625
Iteration 28Q: 18 clusters Score -1.261917e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 10696 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 35547 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 40646 members 
Mstep: Class 13 contains 27664 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 14473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12620116.000000 Penalty: 34151.890625
Iteration 29Q: 18 clusters Score -1.262012e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 10863 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 35558 members 
Mstep: Class 9 contains 9187 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 40653 members 
Mstep: Class 13 contains 28230 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 17 contains 3574 members 
Mstep: Class 18 contains 7813 members 
Mstep: Class 19 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12621184.000000 Penalty: 34151.890625
Iteration 30Q: 18 clusters Score -1.262118e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 11028 members 
Mstep: Class 7 contains 17599 members 
Mstep: Class 8 contains 35560 members 
Mstep: Class 9 contains 9170 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 8927 members 
Mstep: Class 12 contains 40663 members 
Mstep: Class 13 contains 28740 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 6459 members 
Mstep: Class 17 contains 3365 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 14572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12622266.000000 Penalty: 34151.890625
Iteration 31Q: 18 clusters Score -1.262227e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 35578 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 2089 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 40673 members 
Mstep: Class 13 contains 29069 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 6483 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12623117.000000 Penalty: 34151.890625
Iteration 32Q: 18 clusters Score -1.262312e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 8064 members 
Mstep: Class 5 contains 3179 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 35580 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 2077 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 40679 members 
Mstep: Class 13 contains 29254 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 6500 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 7771 members 
Mstep: Class 19 contains 14507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12624004.000000 Penalty: 34151.890625
Iteration 33Q: 18 clusters Score -1.2624e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 8034 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 11628 members 
Mstep: Class 7 contains 17606 members 
Mstep: Class 8 contains 35574 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 40683 members 
Mstep: Class 13 contains 29344 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6505 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 7804 members 
Mstep: Class 19 contains 14444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12624617.000000 Penalty: 34151.890625
Iteration 34Q: 18 clusters Score -1.262462e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 11808 members 
Mstep: Class 7 contains 17610 members 
Mstep: Class 8 contains 35555 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 9061 members 
Mstep: Class 12 contains 40689 members 
Mstep: Class 13 contains 29379 members 
Mstep: Class 14 contains 12825 members 
Mstep: Class 15 contains 6504 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 14368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12624931.000000 Penalty: 34151.890625
Iteration 35Q: 18 clusters Score -1.262493e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 7991 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 11983 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 35534 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 40691 members 
Mstep: Class 13 contains 29368 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 6504 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 14320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12625133.000000 Penalty: 34151.890625
Iteration 36Q: 18 clusters Score -1.262513e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 12137 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 35529 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 40693 members 
Mstep: Class 13 contains 29344 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 19 contains 14308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12625305.000000 Penalty: 34151.890625
Iteration 37Q: 18 clusters Score -1.26253e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 5 contains 3158 members 
Mstep: Class 6 contains 12315 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 35508 members 
Mstep: Class 9 contains 8927 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 40693 members 
Mstep: Class 13 contains 29293 members 
Mstep: Class 14 contains 12827 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 14304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12625370.000000 Penalty: 34151.890625
Iteration 38Q: 18 clusters Score -1.262537e+07 nChanged 401
Entering ConstructFrom: 
Score: -12625370.000000 Penalty: 34151.890625
Entering ConstructFrom: 
Trying to split cluster 1 (17920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Entering Unmasked Estep 
Score: -1054837.000000 Penalty: 1591.471802
	Iteration 0F: 2 clusters Score -1054837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1042601.187500 Penalty: 3182.943604
	Iteration 0F: 3 clusters Score -1042601 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1047969.687500 Penalty: 3182.943604
	Iteration 1F: 3 clusters Score -1047970 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1049674.875000 Penalty: 3182.943604
	Iteration 2F: 3 clusters Score -1049675 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1051584.250000 Penalty: 3182.943604
	Iteration 3F: 3 clusters Score -1051584 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1053064.375000 Penalty: 3182.943604
	Iteration 4F: 3 clusters Score -1053064 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1053933.500000 Penalty: 3182.943604
	Iteration 5F: 3 clusters Score -1053934 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1054395.000000 Penalty: 3182.943604
	Iteration 6F: 3 clusters Score -1054395 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1054703.125000 Penalty: 3182.943604
	Iteration 7Q: 3 clusters Score -1054703 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1054994.125000 Penalty: 3182.943604
	Iteration 8Q: 3 clusters Score -1054994 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1055276.125000 Penalty: 3182.943604
	Iteration 9Q: 3 clusters Score -1055276 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1055503.875000 Penalty: 3182.943604
	Iteration 10Q: 3 clusters Score -1055504 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1055664.250000 Penalty: 3182.943604
	Iteration 11Q: 3 clusters Score -1055664 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1055794.625000 Penalty: 3182.943604
	Iteration 12Q: 3 clusters Score -1055795 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1055918.250000 Penalty: 3182.943604
	Iteration 13Q: 3 clusters Score -1055918 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1056027.375000 Penalty: 3182.943604
	Iteration 14Q: 3 clusters Score -1056027 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1056117.875000 Penalty: 3182.943604
	Iteration 15Q: 3 clusters Score -1056118 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1056214.000000 Penalty: 3182.943604
	Iteration 16Q: 3 clusters Score -1056214 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1056302.625000 Penalty: 3182.943604
	Iteration 17Q: 3 clusters Score -1056303 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1056388.250000 Penalty: 3182.943604
	Iteration 18Q: 3 clusters Score -1056388 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1056449.125000 Penalty: 3182.943604
	Iteration 19Q: 3 clusters Score -1056449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1056489.625000 Penalty: 3182.943604
	Iteration 20F: 3 clusters Score -1056490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1056526.625000 Penalty: 3182.943604
	Iteration 21Q: 3 clusters Score -1056527 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1056558.125000 Penalty: 3182.943604
	Iteration 22Q: 3 clusters Score -1056558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1056584.250000 Penalty: 3182.943604
	Iteration 23Q: 3 clusters Score -1056584 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1056608.000000 Penalty: 3182.943604
	Iteration 24Q: 3 clusters Score -1056608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1056640.375000 Penalty: 3182.943604
	Iteration 25Q: 3 clusters Score -1056640 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1056670.625000 Penalty: 3182.943604
	Iteration 26Q: 3 clusters Score -1056671 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1056703.375000 Penalty: 3182.943604
	Iteration 27Q: 3 clusters Score -1056703 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1056736.875000 Penalty: 3182.943604
	Iteration 28Q: 3 clusters Score -1056737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1056776.875000 Penalty: 3182.943604
	Iteration 29Q: 3 clusters Score -1056777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1056811.625000 Penalty: 3182.943604
	Iteration 30Q: 3 clusters Score -1056812 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1056844.375000 Penalty: 3182.943604
	Iteration 31Q: 3 clusters Score -1056844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1056876.500000 Penalty: 3182.943604
	Iteration 32Q: 3 clusters Score -1056876 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1056927.625000 Penalty: 3182.943604
	Iteration 33Q: 3 clusters Score -1056928 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1057003.000000 Penalty: 3182.943604
	Iteration 34Q: 3 clusters Score -1057003 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1057063.000000 Penalty: 3182.943604
	Iteration 35Q: 3 clusters Score -1057063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1057109.000000 Penalty: 3182.943604
	Iteration 36Q: 3 clusters Score -1057109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1057146.250000 Penalty: 3182.943604
	Iteration 37Q: 3 clusters Score -1057146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1057169.250000 Penalty: 3182.943604
	Iteration 38Q: 3 clusters Score -1057169 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1057191.250000 Penalty: 3182.943604
	Iteration 39Q: 3 clusters Score -1057191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1057207.625000 Penalty: 3182.943604
	Iteration 40F: 3 clusters Score -1057208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1057220.750000 Penalty: 3182.943604
	Iteration 41Q: 3 clusters Score -1057221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1057239.125000 Penalty: 3182.943604
	Iteration 42Q: 3 clusters Score -1057239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1057262.875000 Penalty: 3182.943604
	Iteration 43Q: 3 clusters Score -1057263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1057280.125000 Penalty: 3182.943604
	Iteration 44Q: 3 clusters Score -1057280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1057298.875000 Penalty: 3182.943604
	Iteration 45Q: 3 clusters Score -1057299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1057325.500000 Penalty: 3182.943604
	Iteration 46Q: 3 clusters Score -1057326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1057355.250000 Penalty: 3182.943604
	Iteration 47Q: 3 clusters Score -1057355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1057386.625000 Penalty: 3182.943604
	Iteration 48Q: 3 clusters Score -1057387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1057415.750000 Penalty: 3182.943604
	Iteration 49Q: 3 clusters Score -1057416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1057446.625000 Penalty: 3182.943604
	Iteration 50Q: 3 clusters Score -1057447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1057474.250000 Penalty: 3182.943604
	Iteration 51Q: 3 clusters Score -1057474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1057506.250000 Penalty: 3182.943604
	Iteration 52Q: 3 clusters Score -1057506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1057547.625000 Penalty: 3182.943604
	Iteration 53Q: 3 clusters Score -1057548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1057587.625000 Penalty: 3182.943604
	Iteration 54Q: 3 clusters Score -1057588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1057634.375000 Penalty: 3182.943604
	Iteration 55Q: 3 clusters Score -1057634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1057684.375000 Penalty: 3182.943604
	Iteration 56Q: 3 clusters Score -1057684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1057736.625000 Penalty: 3182.943604
	Iteration 57Q: 3 clusters Score -1057737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1057767.750000 Penalty: 3182.943604
	Iteration 58Q: 3 clusters Score -1057768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1057787.000000 Penalty: 3182.943604
	Iteration 59Q: 3 clusters Score -1057787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1057792.750000 Penalty: 3182.943604
	Iteration 60F: 3 clusters Score -1057793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1057806.500000 Penalty: 3182.943604
	Iteration 61Q: 3 clusters Score -1057806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1057809.125000 Penalty: 3182.943604
	Iteration 62Q: 3 clusters Score -1057809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1057817.875000 Penalty: 3182.943604
	Iteration 63Q: 3 clusters Score -1057818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1057820.000000 Penalty: 3182.943604
	Iteration 64Q: 3 clusters Score -1057820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1057822.875000 Penalty: 3182.943604
	Iteration 65Q: 3 clusters Score -1057823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1057826.375000 Penalty: 3182.943604
	Iteration 66Q: 3 clusters Score -1057826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1057832.750000 Penalty: 3182.943604
	Iteration 67Q: 3 clusters Score -1057833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1057841.375000 Penalty: 3182.943604
	Iteration 68Q: 3 clusters Score -1057841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1057849.750000 Penalty: 3182.943604
	Iteration 69Q: 3 clusters Score -1057850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1057858.250000 Penalty: 3182.943604
	Iteration 70Q: 3 clusters Score -1057858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1057865.500000 Penalty: 3182.943604
	Iteration 71Q: 3 clusters Score -1057866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1057877.375000 Penalty: 3182.943604
	Iteration 72Q: 3 clusters Score -1057877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1057892.375000 Penalty: 3182.943604
	Iteration 73Q: 3 clusters Score -1057892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1057923.500000 Penalty: 3182.943604
	Iteration 74Q: 3 clusters Score -1057924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1057947.625000 Penalty: 3182.943604
	Iteration 75Q: 3 clusters Score -1057948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1057970.250000 Penalty: 3182.943604
	Iteration 76Q: 3 clusters Score -1057970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1057986.875000 Penalty: 3182.943604
	Iteration 77Q: 3 clusters Score -1057987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1057995.875000 Penalty: 3182.943604
	Iteration 78Q: 3 clusters Score -1057996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1058005.000000 Penalty: 3182.943604
	Iteration 79Q: 3 clusters Score -1058005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1058012.250000 Penalty: 3182.943604
	Iteration 80F: 3 clusters Score -1058012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1058015.875000 Penalty: 3182.943604
	Iteration 81Q: 3 clusters Score -1058016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1058017.375000 Penalty: 3182.943604
	Iteration 82Q: 3 clusters Score -1058017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1058018.500000 Penalty: 3182.943604
	Iteration 83Q: 3 clusters Score -1058018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1058020.250000 Penalty: 3182.943604
	Iteration 84Q: 3 clusters Score -1058020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1058019.500000 Penalty: 3182.943604
	Iteration 85Q: 3 clusters Score -1058020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1058018.125000 Penalty: 3182.943604
	Iteration 86Q: 3 clusters Score -1058018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1058019.125000 Penalty: 3182.943604
	Iteration 87Q: 3 clusters Score -1058019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1058019.500000 Penalty: 3182.943604
	Iteration 88Q: 3 clusters Score -1058020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1058019.500000 Penalty: 3182.943604
	Iteration 89F: 3 clusters Score -1058020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 7953 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 35493 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Entering Unmasked Estep 
Score: -12628088.000000 Penalty: 36160.824219
Splitting cluster 1 changes total score from -12625370.000000 to -12628088.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -206839.500000 Penalty: 1386.527222
	Iteration 0F: 2 clusters Score -206839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -202898.000000 Penalty: 2773.054443
	Iteration 0F: 3 clusters Score -202898 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -204837.578125 Penalty: 2773.054443
	Iteration 1F: 3 clusters Score -204837.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -206283.890625 Penalty: 2773.054443
	Iteration 2F: 3 clusters Score -206283.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -207655.921875 Penalty: 2773.054443
	Iteration 3F: 3 clusters Score -207655.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -208820.000000 Penalty: 2773.054443
	Iteration 4F: 3 clusters Score -208820 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -209669.484375 Penalty: 2773.054443
	Iteration 5F: 3 clusters Score -209669.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -210085.843750 Penalty: 2773.054443
	Iteration 6F: 3 clusters Score -210085.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -210474.296875 Penalty: 2773.054443
	Iteration 7Q: 3 clusters Score -210474.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -210780.109375 Penalty: 2773.054443
	Iteration 8Q: 3 clusters Score -210780.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -210885.156250 Penalty: 2773.054443
	Iteration 9Q: 3 clusters Score -210885.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -210914.281250 Penalty: 2773.054443
	Iteration 10Q: 3 clusters Score -210914.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -210922.875000 Penalty: 2773.054443
	Iteration 11Q: 3 clusters Score -210922.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -210925.906250 Penalty: 2773.054443
	Iteration 12Q: 3 clusters Score -210925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -210925.718750 Penalty: 2773.054443
	Iteration 13Q: 3 clusters Score -210925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -210925.718750 Penalty: 2773.054443
	Iteration 14F: 3 clusters Score -210925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 7953 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 35493 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Entering Unmasked Estep 
Score: -12631580.000000 Penalty: 38169.757812
Splitting cluster 2 changes total score from -12625370.000000 to -12631580.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -450108.843750 Penalty: 1459.461914
	Iteration 0F: 2 clusters Score -450108.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -444333.843750 Penalty: 2918.923828
	Iteration 0F: 3 clusters Score -444333.8 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -446124.000000 Penalty: 2918.923828
	Iteration 1F: 3 clusters Score -446124 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -446306.125000 Penalty: 2918.923828
	Iteration 2F: 3 clusters Score -446306.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -446435.843750 Penalty: 2918.923828
	Iteration 3Q: 3 clusters Score -446435.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -446559.156250 Penalty: 2918.923828
	Iteration 4Q: 3 clusters Score -446559.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -446693.875000 Penalty: 2918.923828
	Iteration 5Q: 3 clusters Score -446693.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -446846.468750 Penalty: 2918.923828
	Iteration 6Q: 3 clusters Score -446846.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -447033.906250 Penalty: 2918.923828
	Iteration 7Q: 3 clusters Score -447033.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -447356.937500 Penalty: 2918.923828
	Iteration 8F: 3 clusters Score -447356.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -447958.156250 Penalty: 2918.923828
	Iteration 9F: 3 clusters Score -447958.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -449079.468750 Penalty: 2918.923828
	Iteration 10F: 3 clusters Score -449079.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -450677.437500 Penalty: 2918.923828
	Iteration 11F: 3 clusters Score -450677.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -451734.125000 Penalty: 2918.923828
	Iteration 12F: 3 clusters Score -451734.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -452140.312500 Penalty: 2918.923828
	Iteration 13Q: 3 clusters Score -452140.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -452242.625000 Penalty: 2918.923828
	Iteration 14Q: 3 clusters Score -452242.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -452262.156250 Penalty: 2918.923828
	Iteration 15Q: 3 clusters Score -452262.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -452266.718750 Penalty: 2918.923828
	Iteration 16Q: 3 clusters Score -452266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -452269.281250 Penalty: 2918.923828
	Iteration 17Q: 3 clusters Score -452269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -452269.031250 Penalty: 2918.923828
	Iteration 18Q: 3 clusters Score -452269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -452269.562500 Penalty: 2918.923828
	Iteration 19Q: 3 clusters Score -452269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -452269.562500 Penalty: 2918.923828
	Iteration 20F: 3 clusters Score -452269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 3159 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 35493 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Entering Unmasked Estep 
Score: -12633194.000000 Penalty: 40178.691406
Splitting cluster 3 changes total score from -12625370.000000 to -12633194.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -159660.000000 Penalty: 1309.426758
	Iteration 0F: 2 clusters Score -159660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -157003.000000 Penalty: 2618.853516
	Iteration 0F: 3 clusters Score -157003 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -158997.093750 Penalty: 2618.853516
	Iteration 1F: 3 clusters Score -158997.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160632.250000 Penalty: 2618.853516
	Iteration 2F: 3 clusters Score -160632.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -161581.750000 Penalty: 2618.853516
	Iteration 3F: 3 clusters Score -161581.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162028.625000 Penalty: 2618.853516
	Iteration 4F: 3 clusters Score -162028.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162442.406250 Penalty: 2618.853516
	Iteration 5Q: 3 clusters Score -162442.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162783.843750 Penalty: 2618.853516
	Iteration 6Q: 3 clusters Score -162783.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -163023.093750 Penalty: 2618.853516
	Iteration 7Q: 3 clusters Score -163023.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163216.828125 Penalty: 2618.853516
	Iteration 8Q: 3 clusters Score -163216.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163387.890625 Penalty: 2618.853516
	Iteration 9Q: 3 clusters Score -163387.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163474.109375 Penalty: 2618.853516
	Iteration 10Q: 3 clusters Score -163474.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163515.765625 Penalty: 2618.853516
	Iteration 11Q: 3 clusters Score -163515.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -163541.796875 Penalty: 2618.853516
	Iteration 12Q: 3 clusters Score -163541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -163549.562500 Penalty: 2618.853516
	Iteration 13Q: 3 clusters Score -163549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -163549.843750 Penalty: 2618.853516
	Iteration 14Q: 3 clusters Score -163549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -163551.296875 Penalty: 2618.853516
	Iteration 15F: 3 clusters Score -163551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -163553.203125 Penalty: 2618.853516
	Iteration 16Q: 3 clusters Score -163553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163555.593750 Penalty: 2618.853516
	Iteration 17Q: 3 clusters Score -163555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163557.218750 Penalty: 2618.853516
	Iteration 18Q: 3 clusters Score -163557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163558.484375 Penalty: 2618.853516
	Iteration 19Q: 3 clusters Score -163558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163558.890625 Penalty: 2618.853516
	Iteration 20F: 3 clusters Score -163558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163559.015625 Penalty: 2618.853516
	Iteration 21Q: 3 clusters Score -163559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163559.015625 Penalty: 2618.853516
	Iteration 22F: 3 clusters Score -163559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 35493 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Entering Unmasked Estep 
Score: -12636372.000000 Penalty: 42187.628906
Splitting cluster 5 changes total score from -12625370.000000 to -12636372.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (12472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Entering Unmasked Estep 
Score: -701775.437500 Penalty: 1532.576660
	Iteration 0F: 2 clusters Score -701775.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -693012.500000 Penalty: 3065.153320
	Iteration 0F: 3 clusters Score -693012.5 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -696508.750000 Penalty: 3065.153320
	Iteration 1F: 3 clusters Score -696508.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -697604.187500 Penalty: 3065.153320
	Iteration 2F: 3 clusters Score -697604.2 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -699212.187500 Penalty: 3065.153320
	Iteration 3F: 3 clusters Score -699212.2 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -700707.812500 Penalty: 3065.153320
	Iteration 4F: 3 clusters Score -700707.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -701571.750000 Penalty: 3065.153320
	Iteration 5F: 3 clusters Score -701571.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -702136.812500 Penalty: 3065.153320
	Iteration 6F: 3 clusters Score -702136.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -702453.125000 Penalty: 3065.153320
	Iteration 7Q: 3 clusters Score -702453.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -702611.812500 Penalty: 3065.153320
	Iteration 8Q: 3 clusters Score -702611.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -702688.500000 Penalty: 3065.153320
	Iteration 9Q: 3 clusters Score -702688.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -702735.750000 Penalty: 3065.153320
	Iteration 10Q: 3 clusters Score -702735.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -702788.750000 Penalty: 3065.153320
	Iteration 11Q: 3 clusters Score -702788.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -702852.375000 Penalty: 3065.153320
	Iteration 12Q: 3 clusters Score -702852.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -702897.687500 Penalty: 3065.153320
	Iteration 13Q: 3 clusters Score -702897.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -702921.125000 Penalty: 3065.153320
	Iteration 14Q: 3 clusters Score -702921.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -702937.937500 Penalty: 3065.153320
	Iteration 15Q: 3 clusters Score -702937.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -702950.437500 Penalty: 3065.153320
	Iteration 16Q: 3 clusters Score -702950.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -702960.375000 Penalty: 3065.153320
	Iteration 17Q: 3 clusters Score -702960.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -702973.812500 Penalty: 3065.153320
	Iteration 18Q: 3 clusters Score -702973.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -702981.437500 Penalty: 3065.153320
	Iteration 19Q: 3 clusters Score -702981.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -702988.125000 Penalty: 3065.153320
	Iteration 20F: 3 clusters Score -702988.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -702990.750000 Penalty: 3065.153320
	Iteration 21Q: 3 clusters Score -702990.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -702996.187500 Penalty: 3065.153320
	Iteration 22Q: 3 clusters Score -702996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -703001.000000 Penalty: 3065.153320
	Iteration 23Q: 3 clusters Score -703001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -703010.187500 Penalty: 3065.153320
	Iteration 24Q: 3 clusters Score -703010.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -703018.187500 Penalty: 3065.153320
	Iteration 25Q: 3 clusters Score -703018.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -703030.625000 Penalty: 3065.153320
	Iteration 26Q: 3 clusters Score -703030.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -703038.312500 Penalty: 3065.153320
	Iteration 27Q: 3 clusters Score -703038.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -703044.812500 Penalty: 3065.153320
	Iteration 28Q: 3 clusters Score -703044.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -703047.125000 Penalty: 3065.153320
	Iteration 29Q: 3 clusters Score -703047.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -703054.125000 Penalty: 3065.153320
	Iteration 30Q: 3 clusters Score -703054.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -703060.937500 Penalty: 3065.153320
	Iteration 31Q: 3 clusters Score -703060.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -703062.437500 Penalty: 3065.153320
	Iteration 32Q: 3 clusters Score -703062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -703064.437500 Penalty: 3065.153320
	Iteration 33Q: 3 clusters Score -703064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -703068.562500 Penalty: 3065.153320
	Iteration 34Q: 3 clusters Score -703068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -703070.000000 Penalty: 3065.153320
	Iteration 35Q: 3 clusters Score -703070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -703069.750000 Penalty: 3065.153320
	Iteration 36Q: 3 clusters Score -703069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -703070.250000 Penalty: 3065.153320
	Iteration 37Q: 3 clusters Score -703070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -703068.875000 Penalty: 3065.153320
	Iteration 38Q: 3 clusters Score -703068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -703071.125000 Penalty: 3065.153320
	Iteration 39Q: 3 clusters Score -703071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -703070.937500 Penalty: 3065.153320
	Iteration 40F: 3 clusters Score -703070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -703071.187500 Penalty: 3065.153320
	Iteration 41Q: 3 clusters Score -703071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -703071.750000 Penalty: 3065.153320
	Iteration 42Q: 3 clusters Score -703071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -703072.125000 Penalty: 3065.153320
	Iteration 43Q: 3 clusters Score -703072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -703072.812500 Penalty: 3065.153320
	Iteration 44Q: 3 clusters Score -703072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -703072.750000 Penalty: 3065.153320
	Iteration 45Q: 3 clusters Score -703072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -703072.750000 Penalty: 3065.153320
	Iteration 46Q: 3 clusters Score -703072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -703072.750000 Penalty: 3065.153320
	Iteration 47F: 3 clusters Score -703072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 35493 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Entering Unmasked Estep 
Score: -12637201.000000 Penalty: 44196.562500
Splitting cluster 6 changes total score from -12625370.000000 to -12637201.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (17615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Entering Unmasked Estep 
Score: -1026785.250000 Penalty: 1588.682251
	Iteration 0F: 2 clusters Score -1026785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1014801.812500 Penalty: 3177.364502
	Iteration 0F: 3 clusters Score -1014802 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1019817.000000 Penalty: 3177.364502
	Iteration 1F: 3 clusters Score -1019817 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1021147.875000 Penalty: 3177.364502
	Iteration 2F: 3 clusters Score -1021148 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1022449.312500 Penalty: 3177.364502
	Iteration 3F: 3 clusters Score -1022449 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1023593.187500 Penalty: 3177.364502
	Iteration 4F: 3 clusters Score -1023593 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1024478.562500 Penalty: 3177.364502
	Iteration 5F: 3 clusters Score -1024479 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1025063.000000 Penalty: 3177.364502
	Iteration 6F: 3 clusters Score -1025063 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1025392.062500 Penalty: 3177.364502
	Iteration 7Q: 3 clusters Score -1025392 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1025568.250000 Penalty: 3177.364502
	Iteration 8Q: 3 clusters Score -1025568 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1025690.312500 Penalty: 3177.364502
	Iteration 9Q: 3 clusters Score -1025690 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1025773.250000 Penalty: 3177.364502
	Iteration 10Q: 3 clusters Score -1025773 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1025839.187500 Penalty: 3177.364502
	Iteration 11Q: 3 clusters Score -1025839 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1025896.750000 Penalty: 3177.364502
	Iteration 12Q: 3 clusters Score -1025897 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1025946.625000 Penalty: 3177.364502
	Iteration 13Q: 3 clusters Score -1025947 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1025979.250000 Penalty: 3177.364502
	Iteration 14Q: 3 clusters Score -1025979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1026016.812500 Penalty: 3177.364502
	Iteration 15Q: 3 clusters Score -1026017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1026043.687500 Penalty: 3177.364502
	Iteration 16Q: 3 clusters Score -1026044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1026065.312500 Penalty: 3177.364502
	Iteration 17Q: 3 clusters Score -1026065 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1026083.187500 Penalty: 3177.364502
	Iteration 18Q: 3 clusters Score -1026083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1026100.437500 Penalty: 3177.364502
	Iteration 19Q: 3 clusters Score -1026100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1026117.500000 Penalty: 3177.364502
	Iteration 20F: 3 clusters Score -1026118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1026127.812500 Penalty: 3177.364502
	Iteration 21Q: 3 clusters Score -1026128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1026132.625000 Penalty: 3177.364502
	Iteration 22Q: 3 clusters Score -1026133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1026138.375000 Penalty: 3177.364502
	Iteration 23Q: 3 clusters Score -1026138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1026142.750000 Penalty: 3177.364502
	Iteration 24Q: 3 clusters Score -1026143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1026147.687500 Penalty: 3177.364502
	Iteration 25Q: 3 clusters Score -1026148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1026152.437500 Penalty: 3177.364502
	Iteration 26Q: 3 clusters Score -1026152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1026154.625000 Penalty: 3177.364502
	Iteration 27Q: 3 clusters Score -1026155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1026156.000000 Penalty: 3177.364502
	Iteration 28Q: 3 clusters Score -1026156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1026158.562500 Penalty: 3177.364502
	Iteration 29Q: 3 clusters Score -1026159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1026160.000000 Penalty: 3177.364502
	Iteration 30Q: 3 clusters Score -1026160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1026160.687500 Penalty: 3177.364502
	Iteration 31Q: 3 clusters Score -1026161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1026161.000000 Penalty: 3177.364502
	Iteration 32Q: 3 clusters Score -1026161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1026162.500000 Penalty: 3177.364502
	Iteration 33Q: 3 clusters Score -1026162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1026163.500000 Penalty: 3177.364502
	Iteration 34Q: 3 clusters Score -1026164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1026164.062500 Penalty: 3177.364502
	Iteration 35Q: 3 clusters Score -1026164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1026163.250000 Penalty: 3177.364502
	Iteration 36Q: 3 clusters Score -1026163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1026162.937500 Penalty: 3177.364502
	Iteration 37Q: 3 clusters Score -1026163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1026165.500000 Penalty: 3177.364502
	Iteration 38Q: 3 clusters Score -1026166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1026164.500000 Penalty: 3177.364502
	Iteration 39Q: 3 clusters Score -1026164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1026165.562500 Penalty: 3177.364502
	Iteration 40F: 3 clusters Score -1026166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1026166.437500 Penalty: 3177.364502
	Iteration 41Q: 3 clusters Score -1026166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1026170.625000 Penalty: 3177.364502
	Iteration 42Q: 3 clusters Score -1026171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1026169.812500 Penalty: 3177.364502
	Iteration 43Q: 3 clusters Score -1026170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1026170.875000 Penalty: 3177.364502
	Iteration 44Q: 3 clusters Score -1026171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1026171.062500 Penalty: 3177.364502
	Iteration 45Q: 3 clusters Score -1026171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1026171.125000 Penalty: 3177.364502
	Iteration 46Q: 3 clusters Score -1026171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1026170.812500 Penalty: 3177.364502
	Iteration 47Q: 3 clusters Score -1026171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1026173.562500 Penalty: 3177.364502
	Iteration 48Q: 3 clusters Score -1026174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1026173.750000 Penalty: 3177.364502
	Iteration 49Q: 3 clusters Score -1026174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1026173.125000 Penalty: 3177.364502
	Iteration 50Q: 3 clusters Score -1026173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1026174.125000 Penalty: 3177.364502
	Iteration 51Q: 3 clusters Score -1026174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1026174.125000 Penalty: 3177.364502
	Iteration 52F: 3 clusters Score -1026174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (35493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Entering Unmasked Estep 
Score: -2066888.750000 Penalty: 1702.527222
	Iteration 0F: 2 clusters Score -2066889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2043033.000000 Penalty: 3405.054443
	Iteration 0F: 3 clusters Score -2043033 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2052374.250000 Penalty: 3405.054443
	Iteration 1F: 3 clusters Score -2052374 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2053089.125000 Penalty: 3405.054443
	Iteration 2Q: 3 clusters Score -2053089 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2054262.750000 Penalty: 3405.054443
	Iteration 3F: 3 clusters Score -2054263 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2057097.625000 Penalty: 3405.054443
	Iteration 4F: 3 clusters Score -2057098 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2062640.625000 Penalty: 3405.054443
	Iteration 5F: 3 clusters Score -2062641 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2068311.250000 Penalty: 3405.054443
	Iteration 6F: 3 clusters Score -2068311 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -2071485.750000 Penalty: 3405.054443
	Iteration 7F: 3 clusters Score -2071486 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2072684.375000 Penalty: 3405.054443
	Iteration 8Q: 3 clusters Score -2072684 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2073171.750000 Penalty: 3405.054443
	Iteration 9Q: 3 clusters Score -2073172 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -2073490.500000 Penalty: 3405.054443
	Iteration 10Q: 3 clusters Score -2073490 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -2073694.875000 Penalty: 3405.054443
	Iteration 11Q: 3 clusters Score -2073695 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2073830.750000 Penalty: 3405.054443
	Iteration 12Q: 3 clusters Score -2073831 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2073919.625000 Penalty: 3405.054443
	Iteration 13Q: 3 clusters Score -2073920 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2073970.500000 Penalty: 3405.054443
	Iteration 14Q: 3 clusters Score -2073970 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2074000.125000 Penalty: 3405.054443
	Iteration 15Q: 3 clusters Score -2074000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2074018.250000 Penalty: 3405.054443
	Iteration 16Q: 3 clusters Score -2074018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2074023.625000 Penalty: 3405.054443
	Iteration 17Q: 3 clusters Score -2074024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2074029.625000 Penalty: 3405.054443
	Iteration 18Q: 3 clusters Score -2074030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -2074036.250000 Penalty: 3405.054443
	Iteration 19Q: 3 clusters Score -2074036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2074033.125000 Penalty: 3405.054443
	Iteration 20F: 3 clusters Score -2074033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2074032.375000 Penalty: 3405.054443
	Iteration 21Q: 3 clusters Score -2074032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2074037.500000 Penalty: 3405.054443
	Iteration 22Q: 3 clusters Score -2074038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2074036.250000 Penalty: 3405.054443
	Iteration 23Q: 3 clusters Score -2074036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -2074040.375000 Penalty: 3405.054443
	Iteration 24Q: 3 clusters Score -2074040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2074040.750000 Penalty: 3405.054443
	Iteration 25Q: 3 clusters Score -2074041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2074040.000000 Penalty: 3405.054443
	Iteration 26Q: 3 clusters Score -2074040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2074035.500000 Penalty: 3405.054443
	Iteration 27Q: 3 clusters Score -2074036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2074034.625000 Penalty: 3405.054443
	Iteration 28Q: 3 clusters Score -2074035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2074035.500000 Penalty: 3405.054443
	Iteration 29Q: 3 clusters Score -2074036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2074035.500000 Penalty: 3405.054443
	Iteration 30F: 3 clusters Score -2074036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Entering Unmasked Estep 
Score: -12644067.000000 Penalty: 46205.496094
Splitting cluster 8 changes total score from -12625370.000000 to -12644067.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -500100.281250 Penalty: 1477.615723
	Iteration 0F: 2 clusters Score -500100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -493700.625000 Penalty: 2955.231445
	Iteration 0F: 3 clusters Score -493700.6 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -496160.937500 Penalty: 2955.231445
	Iteration 1F: 3 clusters Score -496160.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -497334.468750 Penalty: 2955.231445
	Iteration 2F: 3 clusters Score -497334.5 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -498551.750000 Penalty: 2955.231445
	Iteration 3F: 3 clusters Score -498551.8 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -499531.781250 Penalty: 2955.231445
	Iteration 4F: 3 clusters Score -499531.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -500120.937500 Penalty: 2955.231445
	Iteration 5F: 3 clusters Score -500120.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -500398.562500 Penalty: 2955.231445
	Iteration 6Q: 3 clusters Score -500398.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -500568.437500 Penalty: 2955.231445
	Iteration 7Q: 3 clusters Score -500568.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -500670.687500 Penalty: 2955.231445
	Iteration 8Q: 3 clusters Score -500670.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -500742.843750 Penalty: 2955.231445
	Iteration 9Q: 3 clusters Score -500742.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -500801.781250 Penalty: 2955.231445
	Iteration 10Q: 3 clusters Score -500801.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -500860.593750 Penalty: 2955.231445
	Iteration 11Q: 3 clusters Score -500860.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -500903.343750 Penalty: 2955.231445
	Iteration 12Q: 3 clusters Score -500903.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -500935.812500 Penalty: 2955.231445
	Iteration 13Q: 3 clusters Score -500935.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -500979.750000 Penalty: 2955.231445
	Iteration 14Q: 3 clusters Score -500979.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -501014.625000 Penalty: 2955.231445
	Iteration 15Q: 3 clusters Score -501014.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -501047.031250 Penalty: 2955.231445
	Iteration 16Q: 3 clusters Score -501047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -501080.312500 Penalty: 2955.231445
	Iteration 17Q: 3 clusters Score -501080.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -501120.687500 Penalty: 2955.231445
	Iteration 18Q: 3 clusters Score -501120.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -501164.531250 Penalty: 2955.231445
	Iteration 19Q: 3 clusters Score -501164.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -501205.781250 Penalty: 2955.231445
	Iteration 20F: 3 clusters Score -501205.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -501233.343750 Penalty: 2955.231445
	Iteration 21Q: 3 clusters Score -501233.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -501261.000000 Penalty: 2955.231445
	Iteration 22Q: 3 clusters Score -501261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -501278.250000 Penalty: 2955.231445
	Iteration 23Q: 3 clusters Score -501278.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -501292.531250 Penalty: 2955.231445
	Iteration 24Q: 3 clusters Score -501292.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -501303.093750 Penalty: 2955.231445
	Iteration 25Q: 3 clusters Score -501303.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -501321.406250 Penalty: 2955.231445
	Iteration 26Q: 3 clusters Score -501321.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -501339.468750 Penalty: 2955.231445
	Iteration 27Q: 3 clusters Score -501339.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -501356.562500 Penalty: 2955.231445
	Iteration 28Q: 3 clusters Score -501356.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -501381.218750 Penalty: 2955.231445
	Iteration 29Q: 3 clusters Score -501381.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -501411.437500 Penalty: 2955.231445
	Iteration 30Q: 3 clusters Score -501411.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -501455.656250 Penalty: 2955.231445
	Iteration 31Q: 3 clusters Score -501455.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -501521.406250 Penalty: 2955.231445
	Iteration 32Q: 3 clusters Score -501521.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -501606.718750 Penalty: 2955.231445
	Iteration 33Q: 3 clusters Score -501606.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -501720.000000 Penalty: 2955.231445
	Iteration 34Q: 3 clusters Score -501720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -501836.468750 Penalty: 2955.231445
	Iteration 35Q: 3 clusters Score -501836.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -501955.625000 Penalty: 2955.231445
	Iteration 36Q: 3 clusters Score -501955.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -502063.000000 Penalty: 2955.231445
	Iteration 37Q: 3 clusters Score -502063 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -502132.343750 Penalty: 2955.231445
	Iteration 38Q: 3 clusters Score -502132.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -502182.468750 Penalty: 2955.231445
	Iteration 39Q: 3 clusters Score -502182.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -502228.468750 Penalty: 2955.231445
	Iteration 40F: 3 clusters Score -502228.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -502254.250000 Penalty: 2955.231445
	Iteration 41Q: 3 clusters Score -502254.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -502275.343750 Penalty: 2955.231445
	Iteration 42Q: 3 clusters Score -502275.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -502296.312500 Penalty: 2955.231445
	Iteration 43Q: 3 clusters Score -502296.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -502316.562500 Penalty: 2955.231445
	Iteration 44Q: 3 clusters Score -502316.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -502343.125000 Penalty: 2955.231445
	Iteration 45Q: 3 clusters Score -502343.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -502357.843750 Penalty: 2955.231445
	Iteration 46Q: 3 clusters Score -502357.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -502368.906250 Penalty: 2955.231445
	Iteration 47Q: 3 clusters Score -502368.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -502379.468750 Penalty: 2955.231445
	Iteration 48Q: 3 clusters Score -502379.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -502396.718750 Penalty: 2955.231445
	Iteration 49Q: 3 clusters Score -502396.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -502412.000000 Penalty: 2955.231445
	Iteration 50Q: 3 clusters Score -502412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -502427.500000 Penalty: 2955.231445
	Iteration 51Q: 3 clusters Score -502427.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -502444.781250 Penalty: 2955.231445
	Iteration 52Q: 3 clusters Score -502444.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -502460.125000 Penalty: 2955.231445
	Iteration 53Q: 3 clusters Score -502460.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -502473.031250 Penalty: 2955.231445
	Iteration 54Q: 3 clusters Score -502473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -502484.156250 Penalty: 2955.231445
	Iteration 55Q: 3 clusters Score -502484.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -502492.562500 Penalty: 2955.231445
	Iteration 56Q: 3 clusters Score -502492.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -502498.500000 Penalty: 2955.231445
	Iteration 57Q: 3 clusters Score -502498.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -502505.312500 Penalty: 2955.231445
	Iteration 58Q: 3 clusters Score -502505.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -502512.468750 Penalty: 2955.231445
	Iteration 59Q: 3 clusters Score -502512.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -502517.093750 Penalty: 2955.231445
	Iteration 60F: 3 clusters Score -502517.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -502520.125000 Penalty: 2955.231445
	Iteration 61Q: 3 clusters Score -502520.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -502525.062500 Penalty: 2955.231445
	Iteration 62Q: 3 clusters Score -502525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -502527.718750 Penalty: 2955.231445
	Iteration 63Q: 3 clusters Score -502527.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -502527.750000 Penalty: 2955.231445
	Iteration 64Q: 3 clusters Score -502527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -502528.093750 Penalty: 2955.231445
	Iteration 65Q: 3 clusters Score -502528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -502530.843750 Penalty: 2955.231445
	Iteration 66Q: 3 clusters Score -502530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -502531.000000 Penalty: 2955.231445
	Iteration 67Q: 3 clusters Score -502531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -502531.843750 Penalty: 2955.231445
	Iteration 68Q: 3 clusters Score -502531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -502531.500000 Penalty: 2955.231445
	Iteration 69Q: 3 clusters Score -502531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -502531.937500 Penalty: 2955.231445
	Iteration 70Q: 3 clusters Score -502531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -502533.843750 Penalty: 2955.231445
	Iteration 71Q: 3 clusters Score -502533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -502533.937500 Penalty: 2955.231445
	Iteration 72Q: 3 clusters Score -502533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -502533.937500 Penalty: 2955.231445
	Iteration 73F: 3 clusters Score -502533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Entering Unmasked Estep 
Score: -12645971.000000 Penalty: 48214.429688
Splitting cluster 9 changes total score from -12625370.000000 to -12645971.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -102828.125000 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -102828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -100835.195312 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -100835.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -102148.679688 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -102148.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -103144.960938 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -103145 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -103784.437500 Penalty: 2471.428711
	Iteration 3F: 3 clusters Score -103784.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -104263.796875 Penalty: 2471.428711
	Iteration 4F: 3 clusters Score -104263.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -105167.187500 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -105167.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -105397.156250 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -105397.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -105421.140625 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -105421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -105427.820312 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -105427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -105429.945312 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -105429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -105430.468750 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -105430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -105430.468750 Penalty: 2471.428711
	Iteration 11F: 3 clusters Score -105430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 40694 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Entering Unmasked Estep 
Score: -12647784.000000 Penalty: 50223.367188
Splitting cluster 10 changes total score from -12625370.000000 to -12647784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (9078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Entering Unmasked Estep 
Score: -457547.156250 Penalty: 1480.961548
	Iteration 0F: 2 clusters Score -457547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -451117.218750 Penalty: 2961.923096
	Iteration 0F: 3 clusters Score -451117.2 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -453750.437500 Penalty: 2961.923096
	Iteration 1F: 3 clusters Score -453750.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -454303.718750 Penalty: 2961.923096
	Iteration 2F: 3 clusters Score -454303.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -454758.281250 Penalty: 2961.923096
	Iteration 3F: 3 clusters Score -454758.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -455167.593750 Penalty: 2961.923096
	Iteration 4F: 3 clusters Score -455167.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -455562.125000 Penalty: 2961.923096
	Iteration 5F: 3 clusters Score -455562.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -455890.781250 Penalty: 2961.923096
	Iteration 6F: 3 clusters Score -455890.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -456121.906250 Penalty: 2961.923096
	Iteration 7Q: 3 clusters Score -456121.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -456350.625000 Penalty: 2961.923096
	Iteration 8Q: 3 clusters Score -456350.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -456584.187500 Penalty: 2961.923096
	Iteration 9Q: 3 clusters Score -456584.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -456708.718750 Penalty: 2961.923096
	Iteration 10Q: 3 clusters Score -456708.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -456804.531250 Penalty: 2961.923096
	Iteration 11Q: 3 clusters Score -456804.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -456902.531250 Penalty: 2961.923096
	Iteration 12Q: 3 clusters Score -456902.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -457010.843750 Penalty: 2961.923096
	Iteration 13Q: 3 clusters Score -457010.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -457100.437500 Penalty: 2961.923096
	Iteration 14Q: 3 clusters Score -457100.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -457147.937500 Penalty: 2961.923096
	Iteration 15Q: 3 clusters Score -457147.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -457189.437500 Penalty: 2961.923096
	Iteration 16Q: 3 clusters Score -457189.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -457215.593750 Penalty: 2961.923096
	Iteration 17Q: 3 clusters Score -457215.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -457232.062500 Penalty: 2961.923096
	Iteration 18Q: 3 clusters Score -457232.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -457242.250000 Penalty: 2961.923096
	Iteration 19Q: 3 clusters Score -457242.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -457250.031250 Penalty: 2961.923096
	Iteration 20F: 3 clusters Score -457250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -457255.187500 Penalty: 2961.923096
	Iteration 21Q: 3 clusters Score -457255.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -457259.843750 Penalty: 2961.923096
	Iteration 22Q: 3 clusters Score -457259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -457261.656250 Penalty: 2961.923096
	Iteration 23Q: 3 clusters Score -457261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -457262.562500 Penalty: 2961.923096
	Iteration 24Q: 3 clusters Score -457262.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -457264.000000 Penalty: 2961.923096
	Iteration 25Q: 3 clusters Score -457264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -457265.218750 Penalty: 2961.923096
	Iteration 26Q: 3 clusters Score -457265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -457264.343750 Penalty: 2961.923096
	Iteration 27Q: 3 clusters Score -457264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -457263.781250 Penalty: 2961.923096
	Iteration 28Q: 3 clusters Score -457263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -457266.218750 Penalty: 2961.923096
	Iteration 29Q: 3 clusters Score -457266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -457266.906250 Penalty: 2961.923096
	Iteration 30Q: 3 clusters Score -457266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -457266.906250 Penalty: 2961.923096
	Iteration 31Q: 3 clusters Score -457266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -457267.906250 Penalty: 2961.923096
	Iteration 32Q: 3 clusters Score -457267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -457267.656250 Penalty: 2961.923096
	Iteration 33Q: 3 clusters Score -457267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -457267.437500 Penalty: 2961.923096
	Iteration 34Q: 3 clusters Score -457267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -457267.843750 Penalty: 2961.923096
	Iteration 35Q: 3 clusters Score -457267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -457267.687500 Penalty: 2961.923096
	Iteration 36Q: 3 clusters Score -457267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -457267.750000 Penalty: 2961.923096
	Iteration 37Q: 3 clusters Score -457267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -457267.750000 Penalty: 2961.923096
	Iteration 38F: 3 clusters Score -457267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Entering Unmasked Estep 
Score: -2304128.000000 Penalty: 1724.748413
	Iteration 0F: 2 clusters Score -2304128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2276754.250000 Penalty: 3449.496826
	Iteration 0F: 3 clusters Score -2276754 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2288130.000000 Penalty: 3449.496826
	Iteration 1F: 3 clusters Score -2288130 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2289629.250000 Penalty: 3449.496826
	Iteration 2F: 3 clusters Score -2289629 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2292774.250000 Penalty: 3449.496826
	Iteration 3F: 3 clusters Score -2292774 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2299585.000000 Penalty: 3449.496826
	Iteration 4F: 3 clusters Score -2299585 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2308852.000000 Penalty: 3449.496826
	Iteration 5F: 3 clusters Score -2308852 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2314048.500000 Penalty: 3449.496826
	Iteration 6F: 3 clusters Score -2314048 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2316734.000000 Penalty: 3449.496826
	Iteration 7F: 3 clusters Score -2316734 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2319352.750000 Penalty: 3449.496826
	Iteration 8Q: 3 clusters Score -2319353 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2322910.250000 Penalty: 3449.496826
	Iteration 9Q: 3 clusters Score -2322910 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2326354.750000 Penalty: 3449.496826
	Iteration 10Q: 3 clusters Score -2326355 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2327477.000000 Penalty: 3449.496826
	Iteration 11Q: 3 clusters Score -2327477 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2327534.750000 Penalty: 3449.496826
	Iteration 12Q: 3 clusters Score -2327535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2327540.250000 Penalty: 3449.496826
	Iteration 13Q: 3 clusters Score -2327540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2327540.250000 Penalty: 3449.496826
	Iteration 14Q: 3 clusters Score -2327540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2327543.500000 Penalty: 3449.496826
	Iteration 15Q: 3 clusters Score -2327544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2327541.750000 Penalty: 3449.496826
	Iteration 16Q: 3 clusters Score -2327542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2327541.750000 Penalty: 3449.496826
	Iteration 17F: 3 clusters Score -2327542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 11255 members 
Entering Unmasked Estep 
Score: -12670867.000000 Penalty: 52232.300781
Splitting cluster 12 changes total score from -12625370.000000 to -12670867.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (29237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Entering Unmasked Estep 
Score: -1682278.500000 Penalty: 1671.018433
	Iteration 0F: 2 clusters Score -1682278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1662699.500000 Penalty: 3342.036865
	Iteration 0F: 3 clusters Score -1662700 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1670724.750000 Penalty: 3342.036865
	Iteration 1F: 3 clusters Score -1670725 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1671970.500000 Penalty: 3342.036865
	Iteration 2F: 3 clusters Score -1671970 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1673453.125000 Penalty: 3342.036865
	Iteration 3F: 3 clusters Score -1673453 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1674998.625000 Penalty: 3342.036865
	Iteration 4F: 3 clusters Score -1674999 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1676391.250000 Penalty: 3342.036865
	Iteration 5F: 3 clusters Score -1676391 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1677670.000000 Penalty: 3342.036865
	Iteration 6F: 3 clusters Score -1677670 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1678856.000000 Penalty: 3342.036865
	Iteration 7F: 3 clusters Score -1678856 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1679962.750000 Penalty: 3342.036865
	Iteration 8F: 3 clusters Score -1679963 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1680876.875000 Penalty: 3342.036865
	Iteration 9Q: 3 clusters Score -1680877 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1681577.625000 Penalty: 3342.036865
	Iteration 10Q: 3 clusters Score -1681578 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1682063.375000 Penalty: 3342.036865
	Iteration 11Q: 3 clusters Score -1682063 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1682352.375000 Penalty: 3342.036865
	Iteration 12Q: 3 clusters Score -1682352 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1682585.625000 Penalty: 3342.036865
	Iteration 13Q: 3 clusters Score -1682586 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1682766.500000 Penalty: 3342.036865
	Iteration 14Q: 3 clusters Score -1682766 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1682920.375000 Penalty: 3342.036865
	Iteration 15Q: 3 clusters Score -1682920 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1683029.875000 Penalty: 3342.036865
	Iteration 16Q: 3 clusters Score -1683030 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1683118.875000 Penalty: 3342.036865
	Iteration 17Q: 3 clusters Score -1683119 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1683208.125000 Penalty: 3342.036865
	Iteration 18Q: 3 clusters Score -1683208 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1683265.000000 Penalty: 3342.036865
	Iteration 19Q: 3 clusters Score -1683265 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1683333.250000 Penalty: 3342.036865
	Iteration 20F: 3 clusters Score -1683333 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1683409.375000 Penalty: 3342.036865
	Iteration 21Q: 3 clusters Score -1683409 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1683473.125000 Penalty: 3342.036865
	Iteration 22Q: 3 clusters Score -1683473 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1683524.250000 Penalty: 3342.036865
	Iteration 23Q: 3 clusters Score -1683524 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1683565.750000 Penalty: 3342.036865
	Iteration 24Q: 3 clusters Score -1683566 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1683594.000000 Penalty: 3342.036865
	Iteration 25Q: 3 clusters Score -1683594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1683623.125000 Penalty: 3342.036865
	Iteration 26Q: 3 clusters Score -1683623 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1683647.250000 Penalty: 3342.036865
	Iteration 27Q: 3 clusters Score -1683647 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1683666.000000 Penalty: 3342.036865
	Iteration 28Q: 3 clusters Score -1683666 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1683682.875000 Penalty: 3342.036865
	Iteration 29Q: 3 clusters Score -1683683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1683706.875000 Penalty: 3342.036865
	Iteration 30Q: 3 clusters Score -1683707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1683726.625000 Penalty: 3342.036865
	Iteration 31Q: 3 clusters Score -1683727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1683741.000000 Penalty: 3342.036865
	Iteration 32Q: 3 clusters Score -1683741 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1683769.000000 Penalty: 3342.036865
	Iteration 33Q: 3 clusters Score -1683769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1683794.125000 Penalty: 3342.036865
	Iteration 34Q: 3 clusters Score -1683794 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1683829.125000 Penalty: 3342.036865
	Iteration 35Q: 3 clusters Score -1683829 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1683870.375000 Penalty: 3342.036865
	Iteration 36Q: 3 clusters Score -1683870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1683904.625000 Penalty: 3342.036865
	Iteration 37Q: 3 clusters Score -1683905 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1683940.125000 Penalty: 3342.036865
	Iteration 38Q: 3 clusters Score -1683940 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1683978.125000 Penalty: 3342.036865
	Iteration 39Q: 3 clusters Score -1683978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1684007.375000 Penalty: 3342.036865
	Iteration 40F: 3 clusters Score -1684007 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1684031.000000 Penalty: 3342.036865
	Iteration 41Q: 3 clusters Score -1684031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1684051.125000 Penalty: 3342.036865
	Iteration 42Q: 3 clusters Score -1684051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1684066.375000 Penalty: 3342.036865
	Iteration 43Q: 3 clusters Score -1684066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1684079.500000 Penalty: 3342.036865
	Iteration 44Q: 3 clusters Score -1684080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1684092.875000 Penalty: 3342.036865
	Iteration 45Q: 3 clusters Score -1684093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1684101.500000 Penalty: 3342.036865
	Iteration 46Q: 3 clusters Score -1684102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1684108.750000 Penalty: 3342.036865
	Iteration 47Q: 3 clusters Score -1684109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1684116.125000 Penalty: 3342.036865
	Iteration 48Q: 3 clusters Score -1684116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1684120.750000 Penalty: 3342.036865
	Iteration 49Q: 3 clusters Score -1684121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1684123.750000 Penalty: 3342.036865
	Iteration 50Q: 3 clusters Score -1684124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1684120.000000 Penalty: 3342.036865
	Iteration 51Q: 3 clusters Score -1684120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1684123.875000 Penalty: 3342.036865
	Iteration 52Q: 3 clusters Score -1684124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1684123.750000 Penalty: 3342.036865
	Iteration 53Q: 3 clusters Score -1684124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1684129.500000 Penalty: 3342.036865
	Iteration 54Q: 3 clusters Score -1684130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1684128.125000 Penalty: 3342.036865
	Iteration 55Q: 3 clusters Score -1684128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1684129.375000 Penalty: 3342.036865
	Iteration 56Q: 3 clusters Score -1684129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1684133.625000 Penalty: 3342.036865
	Iteration 57Q: 3 clusters Score -1684134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1684133.750000 Penalty: 3342.036865
	Iteration 58Q: 3 clusters Score -1684134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1684134.500000 Penalty: 3342.036865
	Iteration 59Q: 3 clusters Score -1684134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1684136.125000 Penalty: 3342.036865
	Iteration 60F: 3 clusters Score -1684136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1684134.625000 Penalty: 3342.036865
	Iteration 61Q: 3 clusters Score -1684135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1684134.500000 Penalty: 3342.036865
	Iteration 62Q: 3 clusters Score -1684134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1684133.625000 Penalty: 3342.036865
	Iteration 63Q: 3 clusters Score -1684134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1684134.625000 Penalty: 3342.036865
	Iteration 64Q: 3 clusters Score -1684135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1684139.500000 Penalty: 3342.036865
	Iteration 65Q: 3 clusters Score -1684140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1684139.500000 Penalty: 3342.036865
	Iteration 66F: 3 clusters Score -1684140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 12824 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 16084 members 
Entering Unmasked Estep 
Score: -12672294.000000 Penalty: 54241.234375
Splitting cluster 13 changes total score from -12625370.000000 to -12672294.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (12824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Entering Unmasked Estep 
Score: -758665.250000 Penalty: 1537.099487
	Iteration 0F: 2 clusters Score -758665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -749672.250000 Penalty: 3074.198975
	Iteration 0F: 3 clusters Score -749672.2 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -752736.250000 Penalty: 3074.198975
	Iteration 1F: 3 clusters Score -752736.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -753026.937500 Penalty: 3074.198975
	Iteration 2F: 3 clusters Score -753026.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -753317.375000 Penalty: 3074.198975
	Iteration 3Q: 3 clusters Score -753317.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -753705.312500 Penalty: 3074.198975
	Iteration 4Q: 3 clusters Score -753705.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -754316.562500 Penalty: 3074.198975
	Iteration 5F: 3 clusters Score -754316.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -755187.812500 Penalty: 3074.198975
	Iteration 6F: 3 clusters Score -755187.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -756069.687500 Penalty: 3074.198975
	Iteration 7F: 3 clusters Score -756069.7 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -756785.312500 Penalty: 3074.198975
	Iteration 8F: 3 clusters Score -756785.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -757297.250000 Penalty: 3074.198975
	Iteration 9F: 3 clusters Score -757297.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -757700.375000 Penalty: 3074.198975
	Iteration 10Q: 3 clusters Score -757700.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -758024.125000 Penalty: 3074.198975
	Iteration 11Q: 3 clusters Score -758024.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -758295.875000 Penalty: 3074.198975
	Iteration 12Q: 3 clusters Score -758295.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -758520.062500 Penalty: 3074.198975
	Iteration 13Q: 3 clusters Score -758520.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -758708.750000 Penalty: 3074.198975
	Iteration 14Q: 3 clusters Score -758708.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -758829.562500 Penalty: 3074.198975
	Iteration 15Q: 3 clusters Score -758829.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -758919.187500 Penalty: 3074.198975
	Iteration 16Q: 3 clusters Score -758919.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -758976.750000 Penalty: 3074.198975
	Iteration 17Q: 3 clusters Score -758976.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -759017.375000 Penalty: 3074.198975
	Iteration 18Q: 3 clusters Score -759017.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -759041.062500 Penalty: 3074.198975
	Iteration 19Q: 3 clusters Score -759041.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -759050.687500 Penalty: 3074.198975
	Iteration 20F: 3 clusters Score -759050.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -759055.375000 Penalty: 3074.198975
	Iteration 21Q: 3 clusters Score -759055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -759060.875000 Penalty: 3074.198975
	Iteration 22Q: 3 clusters Score -759060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -759065.187500 Penalty: 3074.198975
	Iteration 23Q: 3 clusters Score -759065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -759066.187500 Penalty: 3074.198975
	Iteration 24Q: 3 clusters Score -759066.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -759070.125000 Penalty: 3074.198975
	Iteration 25Q: 3 clusters Score -759070.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -759073.312500 Penalty: 3074.198975
	Iteration 26Q: 3 clusters Score -759073.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -759078.687500 Penalty: 3074.198975
	Iteration 27Q: 3 clusters Score -759078.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -759081.312500 Penalty: 3074.198975
	Iteration 28Q: 3 clusters Score -759081.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -759085.562500 Penalty: 3074.198975
	Iteration 29Q: 3 clusters Score -759085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -759087.437500 Penalty: 3074.198975
	Iteration 30Q: 3 clusters Score -759087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -759088.125000 Penalty: 3074.198975
	Iteration 31Q: 3 clusters Score -759088.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -759088.625000 Penalty: 3074.198975
	Iteration 32Q: 3 clusters Score -759088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -759090.625000 Penalty: 3074.198975
	Iteration 33Q: 3 clusters Score -759090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -759089.937500 Penalty: 3074.198975
	Iteration 34Q: 3 clusters Score -759089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -759090.062500 Penalty: 3074.198975
	Iteration 35Q: 3 clusters Score -759090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -759092.062500 Penalty: 3074.198975
	Iteration 36Q: 3 clusters Score -759092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -759092.062500 Penalty: 3074.198975
	Iteration 37F: 3 clusters Score -759092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 6516 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 1163 members 
Entering Unmasked Estep 
Score: -12672239.000000 Penalty: 56250.171875
Splitting cluster 14 changes total score from -12625370.000000 to -12672239.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -355566.000000 Penalty: 1427.077515
	Iteration 0F: 2 clusters Score -355566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -350650.406250 Penalty: 2854.155029
	Iteration 0F: 3 clusters Score -350650.4 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -352058.718750 Penalty: 2854.155029
	Iteration 1F: 3 clusters Score -352058.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -352371.625000 Penalty: 2854.155029
	Iteration 2F: 3 clusters Score -352371.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -352760.906250 Penalty: 2854.155029
	Iteration 3F: 3 clusters Score -352760.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -353353.156250 Penalty: 2854.155029
	Iteration 4F: 3 clusters Score -353353.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -353946.906250 Penalty: 2854.155029
	Iteration 5F: 3 clusters Score -353946.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -354425.437500 Penalty: 2854.155029
	Iteration 6F: 3 clusters Score -354425.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -354887.343750 Penalty: 2854.155029
	Iteration 7F: 3 clusters Score -354887.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -355262.468750 Penalty: 2854.155029
	Iteration 8F: 3 clusters Score -355262.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -355670.750000 Penalty: 2854.155029
	Iteration 9Q: 3 clusters Score -355670.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -356042.375000 Penalty: 2854.155029
	Iteration 10Q: 3 clusters Score -356042.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -356237.187500 Penalty: 2854.155029
	Iteration 11Q: 3 clusters Score -356237.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -356323.812500 Penalty: 2854.155029
	Iteration 12Q: 3 clusters Score -356323.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -356358.750000 Penalty: 2854.155029
	Iteration 13Q: 3 clusters Score -356358.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -356377.656250 Penalty: 2854.155029
	Iteration 14Q: 3 clusters Score -356377.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -356390.156250 Penalty: 2854.155029
	Iteration 15Q: 3 clusters Score -356390.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -356396.437500 Penalty: 2854.155029
	Iteration 16Q: 3 clusters Score -356396.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -356402.250000 Penalty: 2854.155029
	Iteration 17Q: 3 clusters Score -356402.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -356406.656250 Penalty: 2854.155029
	Iteration 18Q: 3 clusters Score -356406.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -356409.031250 Penalty: 2854.155029
	Iteration 19Q: 3 clusters Score -356409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -356411.343750 Penalty: 2854.155029
	Iteration 20F: 3 clusters Score -356411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -356413.125000 Penalty: 2854.155029
	Iteration 21Q: 3 clusters Score -356413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -356413.562500 Penalty: 2854.155029
	Iteration 22Q: 3 clusters Score -356413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -356413.343750 Penalty: 2854.155029
	Iteration 23Q: 3 clusters Score -356413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -356413.343750 Penalty: 2854.155029
	Iteration 24F: 3 clusters Score -356413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 3493 members 
Entering Unmasked Estep 
Score: -12672480.000000 Penalty: 58259.105469
Splitting cluster 15 changes total score from -12625370.000000 to -12672480.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -151036.812500 Penalty: 1288.190186
	Iteration 0F: 2 clusters Score -151036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -148523.703125 Penalty: 2576.380371
	Iteration 0F: 3 clusters Score -148523.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -149599.000000 Penalty: 2576.380371
	Iteration 1F: 3 clusters Score -149599 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -150613.968750 Penalty: 2576.380371
	Iteration 2F: 3 clusters Score -150614 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -151194.515625 Penalty: 2576.380371
	Iteration 3F: 3 clusters Score -151194.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -151537.218750 Penalty: 2576.380371
	Iteration 4F: 3 clusters Score -151537.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -151701.765625 Penalty: 2576.380371
	Iteration 5Q: 3 clusters Score -151701.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -151787.562500 Penalty: 2576.380371
	Iteration 6Q: 3 clusters Score -151787.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -151859.875000 Penalty: 2576.380371
	Iteration 7Q: 3 clusters Score -151859.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -151938.203125 Penalty: 2576.380371
	Iteration 8Q: 3 clusters Score -151938.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -152006.578125 Penalty: 2576.380371
	Iteration 9Q: 3 clusters Score -152006.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -152034.781250 Penalty: 2576.380371
	Iteration 10Q: 3 clusters Score -152034.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -152050.515625 Penalty: 2576.380371
	Iteration 11Q: 3 clusters Score -152050.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -152059.062500 Penalty: 2576.380371
	Iteration 12Q: 3 clusters Score -152059.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -152064.203125 Penalty: 2576.380371
	Iteration 13Q: 3 clusters Score -152064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -152068.812500 Penalty: 2576.380371
	Iteration 14Q: 3 clusters Score -152068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -152074.765625 Penalty: 2576.380371
	Iteration 15Q: 3 clusters Score -152074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -152085.234375 Penalty: 2576.380371
	Iteration 16Q: 3 clusters Score -152085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -152092.781250 Penalty: 2576.380371
	Iteration 17Q: 3 clusters Score -152092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -152097.796875 Penalty: 2576.380371
	Iteration 18Q: 3 clusters Score -152097.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -152105.312500 Penalty: 2576.380371
	Iteration 19Q: 3 clusters Score -152105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -152112.406250 Penalty: 2576.380371
	Iteration 20F: 3 clusters Score -152112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -152118.812500 Penalty: 2576.380371
	Iteration 21Q: 3 clusters Score -152118.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -152130.515625 Penalty: 2576.380371
	Iteration 22Q: 3 clusters Score -152130.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -152137.921875 Penalty: 2576.380371
	Iteration 23Q: 3 clusters Score -152137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -152146.500000 Penalty: 2576.380371
	Iteration 24Q: 3 clusters Score -152146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -152151.250000 Penalty: 2576.380371
	Iteration 25Q: 3 clusters Score -152151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -152153.890625 Penalty: 2576.380371
	Iteration 26Q: 3 clusters Score -152153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -152154.140625 Penalty: 2576.380371
	Iteration 27Q: 3 clusters Score -152154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -152154.140625 Penalty: 2576.380371
	Iteration 28F: 3 clusters Score -152154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 3493 members 
Mstep: Class 30 contains 2263 members 
Entering Unmasked Estep 
Score: -12672885.000000 Penalty: 60268.039062
Splitting cluster 17 changes total score from -12625370.000000 to -12672885.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -430645.156250 Penalty: 1457.777832
	Iteration 0F: 2 clusters Score -430645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -424906.625000 Penalty: 2915.555664
	Iteration 0F: 3 clusters Score -424906.6 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -426854.031250 Penalty: 2915.555664
	Iteration 1F: 3 clusters Score -426854 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -427460.781250 Penalty: 2915.555664
	Iteration 2F: 3 clusters Score -427460.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -428365.375000 Penalty: 2915.555664
	Iteration 3F: 3 clusters Score -428365.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -429361.437500 Penalty: 2915.555664
	Iteration 4F: 3 clusters Score -429361.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -430029.625000 Penalty: 2915.555664
	Iteration 5F: 3 clusters Score -430029.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -430354.968750 Penalty: 2915.555664
	Iteration 6F: 3 clusters Score -430355 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -430510.968750 Penalty: 2915.555664
	Iteration 7Q: 3 clusters Score -430511 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -430600.531250 Penalty: 2915.555664
	Iteration 8Q: 3 clusters Score -430600.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -430668.437500 Penalty: 2915.555664
	Iteration 9Q: 3 clusters Score -430668.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -430729.968750 Penalty: 2915.555664
	Iteration 10Q: 3 clusters Score -430730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -430780.250000 Penalty: 2915.555664
	Iteration 11Q: 3 clusters Score -430780.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -430830.406250 Penalty: 2915.555664
	Iteration 12Q: 3 clusters Score -430830.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -430886.218750 Penalty: 2915.555664
	Iteration 13Q: 3 clusters Score -430886.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -430942.187500 Penalty: 2915.555664
	Iteration 14Q: 3 clusters Score -430942.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -431007.250000 Penalty: 2915.555664
	Iteration 15Q: 3 clusters Score -431007.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -431066.531250 Penalty: 2915.555664
	Iteration 16Q: 3 clusters Score -431066.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -431113.000000 Penalty: 2915.555664
	Iteration 17Q: 3 clusters Score -431113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -431151.000000 Penalty: 2915.555664
	Iteration 18Q: 3 clusters Score -431151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -431172.500000 Penalty: 2915.555664
	Iteration 19Q: 3 clusters Score -431172.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -431190.250000 Penalty: 2915.555664
	Iteration 20F: 3 clusters Score -431190.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -431205.593750 Penalty: 2915.555664
	Iteration 21Q: 3 clusters Score -431205.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -431216.062500 Penalty: 2915.555664
	Iteration 22Q: 3 clusters Score -431216.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -431222.531250 Penalty: 2915.555664
	Iteration 23Q: 3 clusters Score -431222.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -431227.718750 Penalty: 2915.555664
	Iteration 24Q: 3 clusters Score -431227.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -431232.781250 Penalty: 2915.555664
	Iteration 25Q: 3 clusters Score -431232.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -431237.875000 Penalty: 2915.555664
	Iteration 26Q: 3 clusters Score -431237.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -431243.875000 Penalty: 2915.555664
	Iteration 27Q: 3 clusters Score -431243.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -431247.968750 Penalty: 2915.555664
	Iteration 28Q: 3 clusters Score -431248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -431250.000000 Penalty: 2915.555664
	Iteration 29Q: 3 clusters Score -431250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -431251.750000 Penalty: 2915.555664
	Iteration 30Q: 3 clusters Score -431251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -431252.562500 Penalty: 2915.555664
	Iteration 31Q: 3 clusters Score -431252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -431253.093750 Penalty: 2915.555664
	Iteration 32Q: 3 clusters Score -431253.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -431254.343750 Penalty: 2915.555664
	Iteration 33Q: 3 clusters Score -431254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -431256.812500 Penalty: 2915.555664
	Iteration 34Q: 3 clusters Score -431256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -431257.500000 Penalty: 2915.555664
	Iteration 35Q: 3 clusters Score -431257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -431259.031250 Penalty: 2915.555664
	Iteration 36Q: 3 clusters Score -431259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -431259.187500 Penalty: 2915.555664
	Iteration 37Q: 3 clusters Score -431259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -431259.468750 Penalty: 2915.555664
	Iteration 38Q: 3 clusters Score -431259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -431259.875000 Penalty: 2915.555664
	Iteration 39Q: 3 clusters Score -431259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -431259.531250 Penalty: 2915.555664
	Iteration 40F: 3 clusters Score -431259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 15510 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 19 contains 14306 members 
Mstep: Class 20 contains 5779 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 25767 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 1535 members 
Mstep: Class 26 contains 11255 members 
Mstep: Class 27 contains 16084 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 3493 members 
Mstep: Class 30 contains 2263 members 
Mstep: Class 31 contains 3158 members 
Entering Unmasked Estep 
Score: -12672971.000000 Penalty: 62276.972656
Splitting cluster 18 changes total score from -12625370.000000 to -12672971.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (14306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Entering Unmasked Estep 
Score: -819188.125000 Penalty: 1554.870605
	Iteration 0F: 2 clusters Score -819188.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -809278.312500 Penalty: 3109.741211
	Iteration 0F: 3 clusters Score -809278.3 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -812767.250000 Penalty: 3109.741211
	Iteration 1F: 3 clusters Score -812767.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -813199.750000 Penalty: 3109.741211
	Iteration 2F: 3 clusters Score -813199.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -813755.312500 Penalty: 3109.741211
	Iteration 3F: 3 clusters Score -813755.3 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -814558.062500 Penalty: 3109.741211
	Iteration 4F: 3 clusters Score -814558.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -815549.937500 Penalty: 3109.741211
	Iteration 5F: 3 clusters Score -815549.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -816598.937500 Penalty: 3109.741211
	Iteration 6F: 3 clusters Score -816598.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -817384.250000 Penalty: 3109.741211
	Iteration 7F: 3 clusters Score -817384.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -817845.562500 Penalty: 3109.741211
	Iteration 8Q: 3 clusters Score -817845.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -818060.750000 Penalty: 3109.741211
	Iteration 9Q: 3 clusters Score -818060.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -818166.125000 Penalty: 3109.741211
	Iteration 10Q: 3 clusters Score -818166.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -818213.812500 Penalty: 3109.741211
	Iteration 11Q: 3 clusters Score -818213.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -818236.250000 Penalty: 3109.741211
	Iteration 12Q: 3 clusters Score -818236.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -818253.375000 Penalty: 3109.741211
	Iteration 13Q: 3 clusters Score -818253.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -818266.000000 Penalty: 3109.741211
	Iteration 14Q: 3 clusters Score -818266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -818271.062500 Penalty: 3109.741211
	Iteration 15Q: 3 clusters Score -818271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -818276.375000 Penalty: 3109.741211
	Iteration 16Q: 3 clusters Score -818276.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -818281.125000 Penalty: 3109.741211
	Iteration 17Q: 3 clusters Score -818281.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -818286.937500 Penalty: 3109.741211
	Iteration 18Q: 3 clusters Score -818286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -818288.312500 Penalty: 3109.741211
	Iteration 19Q: 3 clusters Score -818288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -818291.562500 Penalty: 3109.741211
	Iteration 20F: 3 clusters Score -818291.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -818297.437500 Penalty: 3109.741211
	Iteration 21Q: 3 clusters Score -818297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -818299.062500 Penalty: 3109.741211
	Iteration 22Q: 3 clusters Score -818299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -818301.000000 Penalty: 3109.741211
	Iteration 23Q: 3 clusters Score -818301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -818300.125000 Penalty: 3109.741211
	Iteration 24Q: 3 clusters Score -818300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -818300.437500 Penalty: 3109.741211
	Iteration 25Q: 3 clusters Score -818300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -818300.437500 Penalty: 3109.741211
	Iteration 26F: 3 clusters Score -818300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 17615 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 472 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 13153 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 4713 members 
Mstep: Class 19 contains 14306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12679144.000000 Penalty: 62276.972656
Iteration 39Q: 32 clusters Score -1.267914e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1744 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 17517 members 
Mstep: Class 8 contains 10450 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 491 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 29387 members 
Mstep: Class 13 contains 13516 members 
Mstep: Class 14 contains 11714 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 14229 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 6920 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 2886 members 
Mstep: Class 25 contains 1601 members 
Mstep: Class 26 contains 11238 members 
Mstep: Class 27 contains 15631 members 
Mstep: Class 28 contains 1160 members 
Mstep: Class 29 contains 3479 members 
Mstep: Class 30 contains 2174 members 
Mstep: Class 31 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12684601.000000 Penalty: 62276.972656
Iteration 40F: 32 clusters Score -1.26846e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 7 contains 17381 members 
Mstep: Class 8 contains 10612 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 504 members 
Mstep: Class 11 contains 8765 members 
Mstep: Class 12 contains 29058 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 11659 members 
Mstep: Class 15 contains 2998 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 4984 members 
Mstep: Class 19 contains 14011 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 25347 members 
Mstep: Class 24 contains 2873 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15795 members 
Mstep: Class 28 contains 1162 members 
Mstep: Class 29 contains 3480 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686879.000000 Penalty: 62276.972656
Iteration 41Q: 32 clusters Score -1.268688e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 14909 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 17307 members 
Mstep: Class 8 contains 10779 members 
Mstep: Class 9 contains 5757 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 8612 members 
Mstep: Class 12 contains 28914 members 
Mstep: Class 13 contains 12863 members 
Mstep: Class 14 contains 11633 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 17 contains 469 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 13862 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 7630 members 
Mstep: Class 23 contains 25373 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 1716 members 
Mstep: Class 26 contains 11231 members 
Mstep: Class 27 contains 15907 members 
Mstep: Class 28 contains 1161 members 
Mstep: Class 29 contains 3494 members 
Mstep: Class 30 contains 2406 members 
Mstep: Class 31 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687934.000000 Penalty: 62276.972656
Iteration 42Q: 32 clusters Score -1.268793e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1713 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 14741 members 
Mstep: Class 5 contains 2340 members 
Mstep: Class 6 contains 5759 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 10966 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 28829 members 
Mstep: Class 13 contains 12680 members 
Mstep: Class 14 contains 11623 members 
Mstep: Class 15 contains 2971 members 
Mstep: Class 16 contains 4581 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 13765 members 
Mstep: Class 20 contains 5672 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 7885 members 
Mstep: Class 23 contains 25371 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15975 members 
Mstep: Class 28 contains 1159 members 
Mstep: Class 29 contains 3501 members 
Mstep: Class 30 contains 2491 members 
Mstep: Class 31 contains 2941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688526.000000 Penalty: 62276.972656
Iteration 43Q: 32 clusters Score -1.268853e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 14614 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 17233 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 8348 members 
Mstep: Class 12 contains 28779 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 11616 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 4677 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 13702 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 8076 members 
Mstep: Class 23 contains 25348 members 
Mstep: Class 24 contains 2843 members 
Mstep: Class 25 contains 1758 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 16005 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 3510 members 
Mstep: Class 30 contains 2558 members 
Mstep: Class 31 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688867.000000 Penalty: 62276.972656
Iteration 44Q: 32 clusters Score -1.268887e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 14503 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 17216 members 
Mstep: Class 8 contains 11215 members 
Mstep: Class 9 contains 5404 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 8267 members 
Mstep: Class 12 contains 28757 members 
Mstep: Class 13 contains 12484 members 
Mstep: Class 14 contains 11606 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 4736 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 5292 members 
Mstep: Class 19 contains 13657 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 8225 members 
Mstep: Class 23 contains 25325 members 
Mstep: Class 24 contains 2848 members 
Mstep: Class 25 contains 1764 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 16023 members 
Mstep: Class 28 contains 1158 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 2614 members 
Mstep: Class 31 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689182.000000 Penalty: 62276.972656
Iteration 45Q: 32 clusters Score -1.268918e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 17201 members 
Mstep: Class 8 contains 11322 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 28745 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 11592 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 13629 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 25312 members 
Mstep: Class 24 contains 2852 members 
Mstep: Class 25 contains 1771 members 
Mstep: Class 26 contains 11232 members 
Mstep: Class 27 contains 16015 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2654 members 
Mstep: Class 31 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689404.000000 Penalty: 62276.972656
Iteration 46Q: 32 clusters Score -1.26894e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 17192 members 
Mstep: Class 8 contains 11405 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 12 contains 28738 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 11578 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 13607 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 25311 members 
Mstep: Class 24 contains 2854 members 
Mstep: Class 25 contains 1775 members 
Mstep: Class 26 contains 11232 members 
Mstep: Class 27 contains 16001 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 3540 members 
Mstep: Class 30 contains 2680 members 
Mstep: Class 31 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689447.000000 Penalty: 62276.972656
Iteration 47Q: 32 clusters Score -1.268945e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 17191 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 28727 members 
Mstep: Class 13 contains 12379 members 
Mstep: Class 14 contains 11566 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 4840 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 5466 members 
Mstep: Class 19 contains 13576 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 8480 members 
Mstep: Class 23 contains 25312 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 1776 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15980 members 
Mstep: Class 28 contains 1157 members 
Mstep: Class 29 contains 3546 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689648.000000 Penalty: 62276.972656
Iteration 48Q: 32 clusters Score -1.268965e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1694 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 14282 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 6057 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 11558 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 7933 members 
Mstep: Class 12 contains 28722 members 
Mstep: Class 13 contains 12362 members 
Mstep: Class 14 contains 11559 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 4862 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 5557 members 
Mstep: Class 19 contains 13547 members 
Mstep: Class 20 contains 5679 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 25313 members 
Mstep: Class 24 contains 2861 members 
Mstep: Class 25 contains 1782 members 
Mstep: Class 26 contains 11234 members 
Mstep: Class 27 contains 15942 members 
Mstep: Class 28 contains 1156 members 
Mstep: Class 29 contains 3554 members 
Mstep: Class 30 contains 2724 members 
Mstep: Class 31 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689807.000000 Penalty: 62276.972656
Iteration 49Q: 32 clusters Score -1.268981e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1691 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 14240 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 17188 members 
Mstep: Class 8 contains 11620 members 
Mstep: Class 9 contains 5225 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 7866 members 
Mstep: Class 12 contains 28720 members 
Mstep: Class 13 contains 12348 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 15 contains 2908 members 
Mstep: Class 16 contains 4880 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 5648 members 
Mstep: Class 19 contains 13523 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 8582 members 
Mstep: Class 23 contains 25313 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 1794 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15933 members 
Mstep: Class 28 contains 1156 members 
Mstep: Class 29 contains 3563 members 
Mstep: Class 30 contains 2747 members 
Mstep: Class 31 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690006.000000 Penalty: 62276.972656
Iteration 50Q: 32 clusters Score -1.269001e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1689 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 17186 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 7805 members 
Mstep: Class 12 contains 28718 members 
Mstep: Class 13 contains 12324 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 15 contains 2894 members 
Mstep: Class 16 contains 4896 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 13497 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 8619 members 
Mstep: Class 23 contains 25312 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 1797 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15916 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 2768 members 
Mstep: Class 31 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690124.000000 Penalty: 62276.972656
Iteration 51Q: 32 clusters Score -1.269012e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 14203 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 17186 members 
Mstep: Class 8 contains 11711 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 7741 members 
Mstep: Class 12 contains 28717 members 
Mstep: Class 13 contains 12326 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 5815 members 
Mstep: Class 19 contains 13477 members 
Mstep: Class 20 contains 5680 members 
Mstep: Class 21 contains 793 members 
Mstep: Class 22 contains 8651 members 
Mstep: Class 23 contains 25304 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 1798 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15894 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3589 members 
Mstep: Class 30 contains 2783 members 
Mstep: Class 31 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690192.000000 Penalty: 62276.972656
Iteration 52Q: 32 clusters Score -1.269019e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 17186 members 
Mstep: Class 8 contains 11763 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 28717 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 15 contains 2873 members 
Mstep: Class 16 contains 4915 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 13453 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 799 members 
Mstep: Class 22 contains 8687 members 
Mstep: Class 23 contains 25303 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 1799 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15877 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3592 members 
Mstep: Class 30 contains 2798 members 
Mstep: Class 31 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690251.000000 Penalty: 62276.972656
Iteration 53Q: 32 clusters Score -1.269025e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1686 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 6203 members 
Mstep: Class 7 contains 17183 members 
Mstep: Class 8 contains 11827 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 7589 members 
Mstep: Class 12 contains 28717 members 
Mstep: Class 13 contains 12318 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 4920 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 13433 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 8717 members 
Mstep: Class 23 contains 25302 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15849 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3594 members 
Mstep: Class 30 contains 2806 members 
Mstep: Class 31 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690279.000000 Penalty: 62276.972656
Iteration 54Q: 32 clusters Score -1.269028e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 14159 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 11883 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 7537 members 
Mstep: Class 12 contains 28717 members 
Mstep: Class 13 contains 12318 members 
Mstep: Class 14 contains 11532 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 4921 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 5960 members 
Mstep: Class 19 contains 13422 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 817 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 25279 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15823 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3598 members 
Mstep: Class 30 contains 2820 members 
Mstep: Class 31 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690349.000000 Penalty: 62276.972656
Iteration 55Q: 32 clusters Score -1.269035e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 2485 members 
Mstep: Class 4 contains 14147 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 11939 members 
Mstep: Class 9 contains 5181 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7479 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12313 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 5991 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 5684 members 
Mstep: Class 21 contains 832 members 
Mstep: Class 22 contains 8778 members 
Mstep: Class 23 contains 25276 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15802 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 2269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690444.000000 Penalty: 62276.972656
Iteration 56Q: 32 clusters Score -1.269044e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1671 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 2317 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 11984 members 
Mstep: Class 9 contains 5179 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12323 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 6016 members 
Mstep: Class 19 contains 13400 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 842 members 
Mstep: Class 22 contains 8795 members 
Mstep: Class 23 contains 25270 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15778 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3604 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690505.000000 Penalty: 62276.972656
Iteration 57Q: 32 clusters Score -1.26905e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 14120 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 6261 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12031 members 
Mstep: Class 9 contains 5178 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7393 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12329 members 
Mstep: Class 14 contains 11518 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 13385 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 25264 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15761 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3604 members 
Mstep: Class 30 contains 2849 members 
Mstep: Class 31 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690554.000000 Penalty: 62276.972656
Iteration 58Q: 32 clusters Score -1.269055e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1655 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 4 contains 14110 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 6258 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12086 members 
Mstep: Class 9 contains 5177 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 11520 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4923 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 6078 members 
Mstep: Class 19 contains 13376 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 872 members 
Mstep: Class 22 contains 8875 members 
Mstep: Class 23 contains 25258 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15744 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690547.000000 Penalty: 62276.972656
Iteration 59Q: 32 clusters Score -1.269055e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 6246 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12145 members 
Mstep: Class 9 contains 5174 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12336 members 
Mstep: Class 14 contains 11521 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 6104 members 
Mstep: Class 19 contains 13368 members 
Mstep: Class 20 contains 5693 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 8924 members 
Mstep: Class 23 contains 25251 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15723 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690578.000000 Penalty: 62276.972656
Iteration 60F: 32 clusters Score -1.269058e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1641 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12194 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7209 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12348 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 6125 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 5694 members 
Mstep: Class 21 contains 903 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 25251 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15695 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3603 members 
Mstep: Class 30 contains 2870 members 
Mstep: Class 31 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690619.000000 Penalty: 62276.972656
Iteration 61Q: 32 clusters Score -1.269062e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 14086 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 6198 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12244 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7142 members 
Mstep: Class 12 contains 28716 members 
Mstep: Class 13 contains 12371 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 920 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 25254 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15667 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3602 members 
Mstep: Class 30 contains 2872 members 
Mstep: Class 31 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690642.000000 Penalty: 62276.972656
Iteration 62Q: 32 clusters Score -1.269064e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12288 members 
Mstep: Class 9 contains 5165 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 7076 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 14 contains 11524 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 13352 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 9092 members 
Mstep: Class 23 contains 25261 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15644 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690686.000000 Penalty: 62276.972656
Iteration 63Q: 32 clusters Score -1.269069e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 6151 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12345 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12386 members 
Mstep: Class 14 contains 11527 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 9157 members 
Mstep: Class 23 contains 25254 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1801 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15618 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690732.000000 Penalty: 62276.972656
Iteration 64Q: 32 clusters Score -1.269073e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14067 members 
Mstep: Class 5 contains 2140 members 
Mstep: Class 6 contains 6117 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12398 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 530 members 
Mstep: Class 11 contains 6938 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12391 members 
Mstep: Class 14 contains 11530 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6188 members 
Mstep: Class 19 contains 13343 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 25247 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1802 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15611 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2885 members 
Mstep: Class 31 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690927.000000 Penalty: 62276.972656
Iteration 65Q: 32 clusters Score -1.269093e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 6088 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12456 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 11531 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 13338 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 9307 members 
Mstep: Class 23 contains 25235 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1804 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15607 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691193.000000 Penalty: 62276.972656
Iteration 66Q: 32 clusters Score -1.269119e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 2493 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 6049 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12537 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 11532 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4931 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 13336 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 25231 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1804 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15581 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691572.000000 Penalty: 62276.972656
Iteration 67Q: 32 clusters Score -1.269157e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12595 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 13335 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 9484 members 
Mstep: Class 23 contains 25226 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1806 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15549 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692023.000000 Penalty: 62276.972656
Iteration 68Q: 32 clusters Score -1.269202e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 5963 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 11536 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 19 contains 13335 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 9563 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1807 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15514 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2880 members 
Mstep: Class 31 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692258.000000 Penalty: 62276.972656
Iteration 69Q: 32 clusters Score -1.269226e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12711 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12431 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 6202 members 
Mstep: Class 19 contains 13334 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 9633 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1809 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15478 members 
Mstep: Class 28 contains 1155 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692344.000000 Penalty: 62276.972656
Iteration 70Q: 32 clusters Score -1.269234e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 5896 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12767 members 
Mstep: Class 9 contains 5136 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 11540 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 6203 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 9707 members 
Mstep: Class 23 contains 25212 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 1811 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15433 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692448.000000 Penalty: 62276.972656
Iteration 71Q: 32 clusters Score -1.269245e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13977 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 5868 members 
Mstep: Class 7 contains 17181 members 
Mstep: Class 8 contains 12812 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12443 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 13332 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9784 members 
Mstep: Class 23 contains 25217 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15385 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692481.000000 Penalty: 62276.972656
Iteration 72Q: 32 clusters Score -1.269248e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13973 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 5838 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 5129 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 11545 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9857 members 
Mstep: Class 23 contains 25226 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 1820 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15328 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692526.000000 Penalty: 62276.972656
Iteration 73Q: 32 clusters Score -1.269253e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13969 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 12859 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 13328 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9933 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15288 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692568.000000 Penalty: 62276.972656
Iteration 74Q: 32 clusters Score -1.269257e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13962 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 12884 members 
Mstep: Class 9 contains 5124 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12452 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 13324 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9999 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 1823 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15248 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692583.000000 Penalty: 62276.972656
Iteration 75Q: 32 clusters Score -1.269258e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13952 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5780 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 12919 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12458 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10054 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15205 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692602.000000 Penalty: 62276.972656
Iteration 76Q: 32 clusters Score -1.26926e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 12950 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12469 members 
Mstep: Class 14 contains 11545 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15176 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2881 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692602.000000 Penalty: 62276.972656
Iteration 77Q: 32 clusters Score -1.26926e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13942 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 12978 members 
Mstep: Class 9 contains 5121 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12474 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 25223 members 
Mstep: Class 24 contains 2871 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15152 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2882 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692630.000000 Penalty: 62276.972656
Iteration 78Q: 32 clusters Score -1.269263e+07 nChanged 187
Entering ConstructFrom: 
Score: -12692630.000000 Penalty: 62276.972656
Entering ConstructFrom: 
Trying to split cluster 1 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -147490.062500 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -147490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -145184.234375 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -145184.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -145747.281250 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -145747.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -145879.921875 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -145879.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -145948.984375 Penalty: 2530.089111
	Iteration 3Q: 3 clusters Score -145949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145984.562500 Penalty: 2530.089111
	Iteration 4Q: 3 clusters Score -145984.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -146015.453125 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -146015.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -146038.000000 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -146038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -146062.703125 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -146062.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -146101.890625 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -146101.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -146138.890625 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -146138.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -146172.437500 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -146172.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -146204.343750 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -146204.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -146230.531250 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -146230.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -146257.890625 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -146257.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -146276.734375 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -146276.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -146291.265625 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -146291.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -146302.796875 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -146302.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -146309.015625 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -146309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -146318.359375 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -146318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -146334.218750 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -146334.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -146346.000000 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -146346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -146358.703125 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -146358.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -146371.093750 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -146371.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -146383.968750 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -146384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -146391.984375 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -146392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -146398.828125 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -146398.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -146406.281250 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -146406.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -146415.109375 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -146415.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -146424.437500 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -146424.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -146432.812500 Penalty: 2530.089111
	Iteration 29Q: 3 clusters Score -146432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -146446.140625 Penalty: 2530.089111
	Iteration 30Q: 3 clusters Score -146446.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -146459.359375 Penalty: 2530.089111
	Iteration 31Q: 3 clusters Score -146459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -146473.781250 Penalty: 2530.089111
	Iteration 32Q: 3 clusters Score -146473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -146486.812500 Penalty: 2530.089111
	Iteration 33Q: 3 clusters Score -146486.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -146500.671875 Penalty: 2530.089111
	Iteration 34Q: 3 clusters Score -146500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -146505.234375 Penalty: 2530.089111
	Iteration 35Q: 3 clusters Score -146505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -146509.093750 Penalty: 2530.089111
	Iteration 36Q: 3 clusters Score -146509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -146511.093750 Penalty: 2530.089111
	Iteration 37Q: 3 clusters Score -146511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -146512.656250 Penalty: 2530.089111
	Iteration 38Q: 3 clusters Score -146512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -146513.562500 Penalty: 2530.089111
	Iteration 39Q: 3 clusters Score -146513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -146513.750000 Penalty: 2530.089111
	Iteration 40F: 3 clusters Score -146513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -63789.273438 Penalty: 1198.784302
	Iteration 0F: 2 clusters Score -63789.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -62029.738281 Penalty: 2397.568604
	Iteration 0F: 3 clusters Score -62029.74 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -62810.886719 Penalty: 2397.568604
	Iteration 1F: 3 clusters Score -62810.89 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -63357.253906 Penalty: 2397.568604
	Iteration 2F: 3 clusters Score -63357.25 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -63654.214844 Penalty: 2397.568604
	Iteration 3F: 3 clusters Score -63654.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -63796.222656 Penalty: 2397.568604
	Iteration 4Q: 3 clusters Score -63796.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -63889.460938 Penalty: 2397.568604
	Iteration 5Q: 3 clusters Score -63889.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -63936.015625 Penalty: 2397.568604
	Iteration 6Q: 3 clusters Score -63936.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -63952.570312 Penalty: 2397.568604
	Iteration 7Q: 3 clusters Score -63952.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -63967.148438 Penalty: 2397.568604
	Iteration 8Q: 3 clusters Score -63967.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -63978.843750 Penalty: 2397.568604
	Iteration 9Q: 3 clusters Score -63978.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -63990.214844 Penalty: 2397.568604
	Iteration 10Q: 3 clusters Score -63990.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -63998.707031 Penalty: 2397.568604
	Iteration 11Q: 3 clusters Score -63998.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -64008.402344 Penalty: 2397.568604
	Iteration 12Q: 3 clusters Score -64008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64011.710938 Penalty: 2397.568604
	Iteration 13Q: 3 clusters Score -64011.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -64014.996094 Penalty: 2397.568604
	Iteration 14Q: 3 clusters Score -64015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -64019.445312 Penalty: 2397.568604
	Iteration 15Q: 3 clusters Score -64019.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -64022.765625 Penalty: 2397.568604
	Iteration 16Q: 3 clusters Score -64022.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -64029.062500 Penalty: 2397.568604
	Iteration 17Q: 3 clusters Score -64029.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -64031.367188 Penalty: 2397.568604
	Iteration 18Q: 3 clusters Score -64031.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64033.101562 Penalty: 2397.568604
	Iteration 19Q: 3 clusters Score -64033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -64043.984375 Penalty: 2397.568604
	Iteration 20F: 3 clusters Score -64043.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -64067.265625 Penalty: 2397.568604
	Iteration 21Q: 3 clusters Score -64067.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -64081.363281 Penalty: 2397.568604
	Iteration 22Q: 3 clusters Score -64081.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -64091.730469 Penalty: 2397.568604
	Iteration 23Q: 3 clusters Score -64091.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -64110.226562 Penalty: 2397.568604
	Iteration 24Q: 3 clusters Score -64110.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -64130.195312 Penalty: 2397.568604
	Iteration 25Q: 3 clusters Score -64130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64158.691406 Penalty: 2397.568604
	Iteration 26Q: 3 clusters Score -64158.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -64173.457031 Penalty: 2397.568604
	Iteration 27Q: 3 clusters Score -64173.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -64198.085938 Penalty: 2397.568604
	Iteration 28Q: 3 clusters Score -64198.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -64211.234375 Penalty: 2397.568604
	Iteration 29Q: 3 clusters Score -64211.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -64243.546875 Penalty: 2397.568604
	Iteration 30Q: 3 clusters Score -64243.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -64273.125000 Penalty: 2397.568604
	Iteration 31Q: 3 clusters Score -64273.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -64288.621094 Penalty: 2397.568604
	Iteration 32Q: 3 clusters Score -64288.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -64297.218750 Penalty: 2397.568604
	Iteration 33Q: 3 clusters Score -64297.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -64302.917969 Penalty: 2397.568604
	Iteration 34Q: 3 clusters Score -64302.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -64305.628906 Penalty: 2397.568604
	Iteration 35Q: 3 clusters Score -64305.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -64308.250000 Penalty: 2397.568604
	Iteration 36Q: 3 clusters Score -64308.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -64315.738281 Penalty: 2397.568604
	Iteration 37Q: 3 clusters Score -64315.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -64326.398438 Penalty: 2397.568604
	Iteration 38Q: 3 clusters Score -64326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -64330.042969 Penalty: 2397.568604
	Iteration 39Q: 3 clusters Score -64330.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -64338.390625 Penalty: 2397.568604
	Iteration 40F: 3 clusters Score -64338.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -64389.796875 Penalty: 2397.568604
	Iteration 41Q: 3 clusters Score -64389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -64467.468750 Penalty: 2397.568604
	Iteration 42Q: 3 clusters Score -64467.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -64522.351562 Penalty: 2397.568604
	Iteration 43Q: 3 clusters Score -64522.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64545.867188 Penalty: 2397.568604
	Iteration 44Q: 3 clusters Score -64545.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -64581.968750 Penalty: 2397.568604
	Iteration 45Q: 3 clusters Score -64581.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -64604.492188 Penalty: 2397.568604
	Iteration 46Q: 3 clusters Score -64604.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64619.417969 Penalty: 2397.568604
	Iteration 47Q: 3 clusters Score -64619.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -64638.468750 Penalty: 2397.568604
	Iteration 48Q: 3 clusters Score -64638.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -64658.968750 Penalty: 2397.568604
	Iteration 49Q: 3 clusters Score -64658.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -64671.355469 Penalty: 2397.568604
	Iteration 50Q: 3 clusters Score -64671.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -64680.136719 Penalty: 2397.568604
	Iteration 51Q: 3 clusters Score -64680.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -64684.300781 Penalty: 2397.568604
	Iteration 52Q: 3 clusters Score -64684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -64689.039062 Penalty: 2397.568604
	Iteration 53Q: 3 clusters Score -64689.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64691.285156 Penalty: 2397.568604
	Iteration 54Q: 3 clusters Score -64691.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -64695.625000 Penalty: 2397.568604
	Iteration 55Q: 3 clusters Score -64695.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64699.039062 Penalty: 2397.568604
	Iteration 56Q: 3 clusters Score -64699.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -64704.488281 Penalty: 2397.568604
	Iteration 57Q: 3 clusters Score -64704.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64709.402344 Penalty: 2397.568604
	Iteration 58Q: 3 clusters Score -64709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -64712.113281 Penalty: 2397.568604
	Iteration 59Q: 3 clusters Score -64712.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -64714.777344 Penalty: 2397.568604
	Iteration 60F: 3 clusters Score -64714.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -64715.925781 Penalty: 2397.568604
	Iteration 61Q: 3 clusters Score -64715.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -64718.113281 Penalty: 2397.568604
	Iteration 62Q: 3 clusters Score -64718.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -64721.007812 Penalty: 2397.568604
	Iteration 63Q: 3 clusters Score -64721.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64722.699219 Penalty: 2397.568604
	Iteration 64Q: 3 clusters Score -64722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64723.496094 Penalty: 2397.568604
	Iteration 65Q: 3 clusters Score -64723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64726.375000 Penalty: 2397.568604
	Iteration 66Q: 3 clusters Score -64726.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -64728.757812 Penalty: 2397.568604
	Iteration 67Q: 3 clusters Score -64728.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64735.167969 Penalty: 2397.568604
	Iteration 68Q: 3 clusters Score -64735.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64740.980469 Penalty: 2397.568604
	Iteration 69Q: 3 clusters Score -64740.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64744.390625 Penalty: 2397.568604
	Iteration 70Q: 3 clusters Score -64744.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64747.691406 Penalty: 2397.568604
	Iteration 71Q: 3 clusters Score -64747.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -64750.730469 Penalty: 2397.568604
	Iteration 72Q: 3 clusters Score -64750.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64754.160156 Penalty: 2397.568604
	Iteration 73Q: 3 clusters Score -64754.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64758.136719 Penalty: 2397.568604
	Iteration 74Q: 3 clusters Score -64758.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64761.433594 Penalty: 2397.568604
	Iteration 75Q: 3 clusters Score -64761.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64764.621094 Penalty: 2397.568604
	Iteration 76Q: 3 clusters Score -64764.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64767.929688 Penalty: 2397.568604
	Iteration 77Q: 3 clusters Score -64767.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64769.472656 Penalty: 2397.568604
	Iteration 78Q: 3 clusters Score -64769.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64769.472656 Penalty: 2397.568604
	Iteration 79F: 3 clusters Score -64769.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Entering Unmasked Estep 
Score: -12692857.000000 Penalty: 64285.910156
Splitting cluster 2 changes total score from -12692630.000000 to -12692857.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -140985.343750 Penalty: 1271.017090
	Iteration 0F: 2 clusters Score -140985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -138547.265625 Penalty: 2542.034180
	Iteration 0F: 3 clusters Score -138547.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -139138.109375 Penalty: 2542.034180
	Iteration 1F: 3 clusters Score -139138.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -139273.828125 Penalty: 2542.034180
	Iteration 2F: 3 clusters Score -139273.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -139360.218750 Penalty: 2542.034180
	Iteration 3F: 3 clusters Score -139360.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -139415.468750 Penalty: 2542.034180
	Iteration 4Q: 3 clusters Score -139415.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -139452.437500 Penalty: 2542.034180
	Iteration 5Q: 3 clusters Score -139452.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -139488.921875 Penalty: 2542.034180
	Iteration 6Q: 3 clusters Score -139488.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -139525.375000 Penalty: 2542.034180
	Iteration 7Q: 3 clusters Score -139525.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -139551.609375 Penalty: 2542.034180
	Iteration 8Q: 3 clusters Score -139551.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -139571.671875 Penalty: 2542.034180
	Iteration 9Q: 3 clusters Score -139571.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -139589.906250 Penalty: 2542.034180
	Iteration 10Q: 3 clusters Score -139589.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -139608.500000 Penalty: 2542.034180
	Iteration 11Q: 3 clusters Score -139608.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -139632.953125 Penalty: 2542.034180
	Iteration 12Q: 3 clusters Score -139633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -139651.265625 Penalty: 2542.034180
	Iteration 13Q: 3 clusters Score -139651.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -139660.265625 Penalty: 2542.034180
	Iteration 14Q: 3 clusters Score -139660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -139672.609375 Penalty: 2542.034180
	Iteration 15Q: 3 clusters Score -139672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -139683.281250 Penalty: 2542.034180
	Iteration 16Q: 3 clusters Score -139683.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -139695.281250 Penalty: 2542.034180
	Iteration 17Q: 3 clusters Score -139695.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -139710.593750 Penalty: 2542.034180
	Iteration 18Q: 3 clusters Score -139710.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -139717.484375 Penalty: 2542.034180
	Iteration 19Q: 3 clusters Score -139717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -139729.046875 Penalty: 2542.034180
	Iteration 20F: 3 clusters Score -139729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -139743.937500 Penalty: 2542.034180
	Iteration 21Q: 3 clusters Score -139743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -139761.078125 Penalty: 2542.034180
	Iteration 22Q: 3 clusters Score -139761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -139780.328125 Penalty: 2542.034180
	Iteration 23Q: 3 clusters Score -139780.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -139792.765625 Penalty: 2542.034180
	Iteration 24Q: 3 clusters Score -139792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -139803.078125 Penalty: 2542.034180
	Iteration 25Q: 3 clusters Score -139803.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -139812.890625 Penalty: 2542.034180
	Iteration 26Q: 3 clusters Score -139812.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -139825.625000 Penalty: 2542.034180
	Iteration 27Q: 3 clusters Score -139825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -139836.203125 Penalty: 2542.034180
	Iteration 28Q: 3 clusters Score -139836.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -139848.093750 Penalty: 2542.034180
	Iteration 29Q: 3 clusters Score -139848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -139857.437500 Penalty: 2542.034180
	Iteration 30Q: 3 clusters Score -139857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -139865.468750 Penalty: 2542.034180
	Iteration 31Q: 3 clusters Score -139865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -139867.484375 Penalty: 2542.034180
	Iteration 32Q: 3 clusters Score -139867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -139869.375000 Penalty: 2542.034180
	Iteration 33Q: 3 clusters Score -139869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -139871.750000 Penalty: 2542.034180
	Iteration 34Q: 3 clusters Score -139871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -139873.687500 Penalty: 2542.034180
	Iteration 35Q: 3 clusters Score -139873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -139877.609375 Penalty: 2542.034180
	Iteration 36Q: 3 clusters Score -139877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -139879.031250 Penalty: 2542.034180
	Iteration 37Q: 3 clusters Score -139879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -139880.328125 Penalty: 2542.034180
	Iteration 38Q: 3 clusters Score -139880.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -139880.328125 Penalty: 2542.034180
	Iteration 39F: 3 clusters Score -139880.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Entering Unmasked Estep 
Score: -827602.375000 Penalty: 1550.612427
	Iteration 0F: 2 clusters Score -827602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -818041.750000 Penalty: 3101.224854
	Iteration 0F: 3 clusters Score -818041.8 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -821584.812500 Penalty: 3101.224854
	Iteration 1F: 3 clusters Score -821584.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -822338.562500 Penalty: 3101.224854
	Iteration 2F: 3 clusters Score -822338.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -823188.437500 Penalty: 3101.224854
	Iteration 3F: 3 clusters Score -823188.4 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -824102.312500 Penalty: 3101.224854
	Iteration 4F: 3 clusters Score -824102.3 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -824903.687500 Penalty: 3101.224854
	Iteration 5F: 3 clusters Score -824903.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -825501.937500 Penalty: 3101.224854
	Iteration 6F: 3 clusters Score -825501.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -825961.437500 Penalty: 3101.224854
	Iteration 7Q: 3 clusters Score -825961.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -826259.875000 Penalty: 3101.224854
	Iteration 8Q: 3 clusters Score -826259.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -826463.687500 Penalty: 3101.224854
	Iteration 9Q: 3 clusters Score -826463.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -826629.000000 Penalty: 3101.224854
	Iteration 10Q: 3 clusters Score -826629 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -826785.562500 Penalty: 3101.224854
	Iteration 11Q: 3 clusters Score -826785.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -826920.062500 Penalty: 3101.224854
	Iteration 12Q: 3 clusters Score -826920.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -827025.437500 Penalty: 3101.224854
	Iteration 13Q: 3 clusters Score -827025.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -827109.875000 Penalty: 3101.224854
	Iteration 14Q: 3 clusters Score -827109.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -827185.312500 Penalty: 3101.224854
	Iteration 15Q: 3 clusters Score -827185.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -827243.437500 Penalty: 3101.224854
	Iteration 16Q: 3 clusters Score -827243.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -827296.812500 Penalty: 3101.224854
	Iteration 17Q: 3 clusters Score -827296.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -827339.000000 Penalty: 3101.224854
	Iteration 18Q: 3 clusters Score -827339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -827363.062500 Penalty: 3101.224854
	Iteration 19Q: 3 clusters Score -827363.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -827381.062500 Penalty: 3101.224854
	Iteration 20F: 3 clusters Score -827381.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -827390.000000 Penalty: 3101.224854
	Iteration 21Q: 3 clusters Score -827390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -827397.375000 Penalty: 3101.224854
	Iteration 22Q: 3 clusters Score -827397.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -827404.375000 Penalty: 3101.224854
	Iteration 23Q: 3 clusters Score -827404.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -827410.750000 Penalty: 3101.224854
	Iteration 24Q: 3 clusters Score -827410.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -827413.687500 Penalty: 3101.224854
	Iteration 25Q: 3 clusters Score -827413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -827415.500000 Penalty: 3101.224854
	Iteration 26Q: 3 clusters Score -827415.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -827415.812500 Penalty: 3101.224854
	Iteration 27Q: 3 clusters Score -827415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -827416.875000 Penalty: 3101.224854
	Iteration 28Q: 3 clusters Score -827416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -827419.125000 Penalty: 3101.224854
	Iteration 29Q: 3 clusters Score -827419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -827419.375000 Penalty: 3101.224854
	Iteration 30Q: 3 clusters Score -827419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -827420.000000 Penalty: 3101.224854
	Iteration 31Q: 3 clusters Score -827420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -827417.937500 Penalty: 3101.224854
	Iteration 32Q: 3 clusters Score -827417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -827419.000000 Penalty: 3101.224854
	Iteration 33Q: 3 clusters Score -827419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -827420.000000 Penalty: 3101.224854
	Iteration 34Q: 3 clusters Score -827420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -827421.250000 Penalty: 3101.224854
	Iteration 35Q: 3 clusters Score -827421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -827421.062500 Penalty: 3101.224854
	Iteration 36Q: 3 clusters Score -827421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -827421.062500 Penalty: 3101.224854
	Iteration 37F: 3 clusters Score -827421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -104065.843750 Penalty: 1226.125854
	Iteration 0F: 2 clusters Score -104065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -102059.835938 Penalty: 2452.251709
	Iteration 0F: 3 clusters Score -102059.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -102603.140625 Penalty: 2452.251709
	Iteration 1F: 3 clusters Score -102603.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -102871.351562 Penalty: 2452.251709
	Iteration 2F: 3 clusters Score -102871.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -103110.117188 Penalty: 2452.251709
	Iteration 3F: 3 clusters Score -103110.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -103321.375000 Penalty: 2452.251709
	Iteration 4F: 3 clusters Score -103321.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -103481.156250 Penalty: 2452.251709
	Iteration 5F: 3 clusters Score -103481.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -103603.906250 Penalty: 2452.251709
	Iteration 6Q: 3 clusters Score -103603.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -103745.992188 Penalty: 2452.251709
	Iteration 7Q: 3 clusters Score -103746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -103964.695312 Penalty: 2452.251709
	Iteration 8Q: 3 clusters Score -103964.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -104217.773438 Penalty: 2452.251709
	Iteration 9Q: 3 clusters Score -104217.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -104339.039062 Penalty: 2452.251709
	Iteration 10Q: 3 clusters Score -104339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -104363.921875 Penalty: 2452.251709
	Iteration 11Q: 3 clusters Score -104363.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -104371.828125 Penalty: 2452.251709
	Iteration 12Q: 3 clusters Score -104371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -104375.796875 Penalty: 2452.251709
	Iteration 13Q: 3 clusters Score -104375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -104381.179688 Penalty: 2452.251709
	Iteration 14Q: 3 clusters Score -104381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -104384.398438 Penalty: 2452.251709
	Iteration 15Q: 3 clusters Score -104384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -104385.320312 Penalty: 2452.251709
	Iteration 16Q: 3 clusters Score -104385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -104385.851562 Penalty: 2452.251709
	Iteration 17Q: 3 clusters Score -104385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104386.007812 Penalty: 2452.251709
	Iteration 18Q: 3 clusters Score -104386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104386.101562 Penalty: 2452.251709
	Iteration 19F: 3 clusters Score -104386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -104387.570312 Penalty: 2452.251709
	Iteration 20F: 3 clusters Score -104387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104388.273438 Penalty: 2452.251709
	Iteration 21Q: 3 clusters Score -104388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -104388.273438 Penalty: 2452.251709
	Iteration 22F: 3 clusters Score -104388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 853 members 
Entering Unmasked Estep 
Score: -12692396.000000 Penalty: 66294.843750
Splitting cluster 5 changes total score from -12692630.000000 to -12692396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -318413.125000 Penalty: 1405.905151
	Iteration 0F: 2 clusters Score -318413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -313967.468750 Penalty: 2811.810303
	Iteration 0F: 3 clusters Score -313967.5 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -315239.437500 Penalty: 2811.810303
	Iteration 1F: 3 clusters Score -315239.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -315510.468750 Penalty: 2811.810303
	Iteration 2F: 3 clusters Score -315510.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -315759.406250 Penalty: 2811.810303
	Iteration 3F: 3 clusters Score -315759.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -316049.718750 Penalty: 2811.810303
	Iteration 4F: 3 clusters Score -316049.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -316423.750000 Penalty: 2811.810303
	Iteration 5F: 3 clusters Score -316423.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -316831.656250 Penalty: 2811.810303
	Iteration 6F: 3 clusters Score -316831.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -317138.843750 Penalty: 2811.810303
	Iteration 7F: 3 clusters Score -317138.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -317309.000000 Penalty: 2811.810303
	Iteration 8Q: 3 clusters Score -317309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -317439.750000 Penalty: 2811.810303
	Iteration 9Q: 3 clusters Score -317439.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -317532.156250 Penalty: 2811.810303
	Iteration 10Q: 3 clusters Score -317532.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -317606.843750 Penalty: 2811.810303
	Iteration 11Q: 3 clusters Score -317606.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -317683.593750 Penalty: 2811.810303
	Iteration 12Q: 3 clusters Score -317683.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -317763.843750 Penalty: 2811.810303
	Iteration 13Q: 3 clusters Score -317763.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -317861.968750 Penalty: 2811.810303
	Iteration 14Q: 3 clusters Score -317862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -317961.937500 Penalty: 2811.810303
	Iteration 15Q: 3 clusters Score -317961.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -318057.375000 Penalty: 2811.810303
	Iteration 16Q: 3 clusters Score -318057.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -318158.656250 Penalty: 2811.810303
	Iteration 17Q: 3 clusters Score -318158.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -318222.875000 Penalty: 2811.810303
	Iteration 18Q: 3 clusters Score -318222.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -318268.750000 Penalty: 2811.810303
	Iteration 19Q: 3 clusters Score -318268.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -318300.781250 Penalty: 2811.810303
	Iteration 20F: 3 clusters Score -318300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -318327.937500 Penalty: 2811.810303
	Iteration 21Q: 3 clusters Score -318327.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -318369.843750 Penalty: 2811.810303
	Iteration 22Q: 3 clusters Score -318369.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -318392.187500 Penalty: 2811.810303
	Iteration 23Q: 3 clusters Score -318392.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -318408.625000 Penalty: 2811.810303
	Iteration 24Q: 3 clusters Score -318408.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -318431.656250 Penalty: 2811.810303
	Iteration 25Q: 3 clusters Score -318431.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -318477.062500 Penalty: 2811.810303
	Iteration 26Q: 3 clusters Score -318477.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -318552.656250 Penalty: 2811.810303
	Iteration 27Q: 3 clusters Score -318552.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -318589.937500 Penalty: 2811.810303
	Iteration 28Q: 3 clusters Score -318589.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -318600.500000 Penalty: 2811.810303
	Iteration 29Q: 3 clusters Score -318600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -318602.437500 Penalty: 2811.810303
	Iteration 30Q: 3 clusters Score -318602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -318601.937500 Penalty: 2811.810303
	Iteration 31Q: 3 clusters Score -318601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -318602.875000 Penalty: 2811.810303
	Iteration 32Q: 3 clusters Score -318602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -318602.875000 Penalty: 2811.810303
	Iteration 33F: 3 clusters Score -318602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 4460 members 
Entering Unmasked Estep 
Score: -12692427.000000 Penalty: 66294.843750
Splitting cluster 6 changes total score from -12692630.000000 to -12692427.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (17180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Entering Unmasked Estep 
Score: -1005304.750000 Penalty: 1584.618896
	Iteration 0F: 2 clusters Score -1005305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -993529.437500 Penalty: 3169.237793
	Iteration 0F: 3 clusters Score -993529.4 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -997994.062500 Penalty: 3169.237793
	Iteration 1F: 3 clusters Score -997994.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -998847.437500 Penalty: 3169.237793
	Iteration 2F: 3 clusters Score -998847.4 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -999653.375000 Penalty: 3169.237793
	Iteration 3F: 3 clusters Score -999653.4 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1000346.562500 Penalty: 3169.237793
	Iteration 4F: 3 clusters Score -1000347 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1001037.437500 Penalty: 3169.237793
	Iteration 5F: 3 clusters Score -1001037 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1001773.437500 Penalty: 3169.237793
	Iteration 6F: 3 clusters Score -1001773 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1002585.062500 Penalty: 3169.237793
	Iteration 7F: 3 clusters Score -1002585 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1003427.750000 Penalty: 3169.237793
	Iteration 8F: 3 clusters Score -1003428 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1004217.687500 Penalty: 3169.237793
	Iteration 9Q: 3 clusters Score -1004218 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1004865.500000 Penalty: 3169.237793
	Iteration 10Q: 3 clusters Score -1004866 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1005319.750000 Penalty: 3169.237793
	Iteration 11Q: 3 clusters Score -1005320 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1005749.187500 Penalty: 3169.237793
	Iteration 12Q: 3 clusters Score -1005749 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1006081.750000 Penalty: 3169.237793
	Iteration 13Q: 3 clusters Score -1006082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1006213.687500 Penalty: 3169.237793
	Iteration 14Q: 3 clusters Score -1006214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1006262.000000 Penalty: 3169.237793
	Iteration 15Q: 3 clusters Score -1006262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1006283.312500 Penalty: 3169.237793
	Iteration 16Q: 3 clusters Score -1006283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1006291.562500 Penalty: 3169.237793
	Iteration 17Q: 3 clusters Score -1006292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1006296.625000 Penalty: 3169.237793
	Iteration 18Q: 3 clusters Score -1006297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1006297.312500 Penalty: 3169.237793
	Iteration 19Q: 3 clusters Score -1006297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1006299.437500 Penalty: 3169.237793
	Iteration 20F: 3 clusters Score -1006299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1006300.250000 Penalty: 3169.237793
	Iteration 21Q: 3 clusters Score -1006300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1006303.125000 Penalty: 3169.237793
	Iteration 22Q: 3 clusters Score -1006303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1006301.187500 Penalty: 3169.237793
	Iteration 23Q: 3 clusters Score -1006301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1006301.187500 Penalty: 3169.237793
	Iteration 24F: 3 clusters Score -1006301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 13000 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Entering Unmasked Estep 
Score: -12693418.000000 Penalty: 66294.843750
Splitting cluster 7 changes total score from -12692630.000000 to -12693418.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (13000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Entering Unmasked Estep 
Score: -741434.687500 Penalty: 1539.314575
	Iteration 0F: 2 clusters Score -741434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -732335.562500 Penalty: 3078.629150
	Iteration 0F: 3 clusters Score -732335.6 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -735609.562500 Penalty: 3078.629150
	Iteration 1F: 3 clusters Score -735609.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -736169.562500 Penalty: 3078.629150
	Iteration 2F: 3 clusters Score -736169.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -736818.437500 Penalty: 3078.629150
	Iteration 3F: 3 clusters Score -736818.4 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -737531.750000 Penalty: 3078.629150
	Iteration 4F: 3 clusters Score -737531.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -738249.687500 Penalty: 3078.629150
	Iteration 5F: 3 clusters Score -738249.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -738816.562500 Penalty: 3078.629150
	Iteration 6F: 3 clusters Score -738816.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -739226.187500 Penalty: 3078.629150
	Iteration 7Q: 3 clusters Score -739226.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -739554.875000 Penalty: 3078.629150
	Iteration 8Q: 3 clusters Score -739554.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -739824.437500 Penalty: 3078.629150
	Iteration 9Q: 3 clusters Score -739824.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -740033.437500 Penalty: 3078.629150
	Iteration 10Q: 3 clusters Score -740033.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -740192.875000 Penalty: 3078.629150
	Iteration 11Q: 3 clusters Score -740192.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -740318.812500 Penalty: 3078.629150
	Iteration 12Q: 3 clusters Score -740318.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -740429.875000 Penalty: 3078.629150
	Iteration 13Q: 3 clusters Score -740429.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -740546.687500 Penalty: 3078.629150
	Iteration 14Q: 3 clusters Score -740546.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -740647.875000 Penalty: 3078.629150
	Iteration 15Q: 3 clusters Score -740647.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -740750.125000 Penalty: 3078.629150
	Iteration 16Q: 3 clusters Score -740750.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -740824.062500 Penalty: 3078.629150
	Iteration 17Q: 3 clusters Score -740824.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -740904.625000 Penalty: 3078.629150
	Iteration 18Q: 3 clusters Score -740904.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -741014.937500 Penalty: 3078.629150
	Iteration 19Q: 3 clusters Score -741014.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -741132.812500 Penalty: 3078.629150
	Iteration 20F: 3 clusters Score -741132.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -741217.062500 Penalty: 3078.629150
	Iteration 21Q: 3 clusters Score -741217.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -741282.500000 Penalty: 3078.629150
	Iteration 22Q: 3 clusters Score -741282.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -741321.937500 Penalty: 3078.629150
	Iteration 23Q: 3 clusters Score -741321.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -741338.875000 Penalty: 3078.629150
	Iteration 24Q: 3 clusters Score -741338.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -741352.625000 Penalty: 3078.629150
	Iteration 25Q: 3 clusters Score -741352.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -741363.937500 Penalty: 3078.629150
	Iteration 26Q: 3 clusters Score -741363.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -741373.625000 Penalty: 3078.629150
	Iteration 27Q: 3 clusters Score -741373.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -741383.062500 Penalty: 3078.629150
	Iteration 28Q: 3 clusters Score -741383.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -741389.312500 Penalty: 3078.629150
	Iteration 29Q: 3 clusters Score -741389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -741393.000000 Penalty: 3078.629150
	Iteration 30Q: 3 clusters Score -741393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -741396.000000 Penalty: 3078.629150
	Iteration 31Q: 3 clusters Score -741396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -741398.375000 Penalty: 3078.629150
	Iteration 32Q: 3 clusters Score -741398.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -741402.187500 Penalty: 3078.629150
	Iteration 33Q: 3 clusters Score -741402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -741407.062500 Penalty: 3078.629150
	Iteration 34Q: 3 clusters Score -741407.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -741410.500000 Penalty: 3078.629150
	Iteration 35Q: 3 clusters Score -741410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -741415.375000 Penalty: 3078.629150
	Iteration 36Q: 3 clusters Score -741415.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -741415.500000 Penalty: 3078.629150
	Iteration 37Q: 3 clusters Score -741415.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -741419.437500 Penalty: 3078.629150
	Iteration 38Q: 3 clusters Score -741419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -741420.250000 Penalty: 3078.629150
	Iteration 39Q: 3 clusters Score -741420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -741423.000000 Penalty: 3078.629150
	Iteration 40F: 3 clusters Score -741423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -741426.500000 Penalty: 3078.629150
	Iteration 41Q: 3 clusters Score -741426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -741427.750000 Penalty: 3078.629150
	Iteration 42Q: 3 clusters Score -741427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -741430.500000 Penalty: 3078.629150
	Iteration 43Q: 3 clusters Score -741430.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -741430.875000 Penalty: 3078.629150
	Iteration 44Q: 3 clusters Score -741430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -741430.562500 Penalty: 3078.629150
	Iteration 45Q: 3 clusters Score -741430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -741433.187500 Penalty: 3078.629150
	Iteration 46Q: 3 clusters Score -741433.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -741432.062500 Penalty: 3078.629150
	Iteration 47Q: 3 clusters Score -741432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -741434.750000 Penalty: 3078.629150
	Iteration 48Q: 3 clusters Score -741434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -741435.750000 Penalty: 3078.629150
	Iteration 49Q: 3 clusters Score -741435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -741436.750000 Penalty: 3078.629150
	Iteration 50Q: 3 clusters Score -741436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -741440.000000 Penalty: 3078.629150
	Iteration 51Q: 3 clusters Score -741440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -741443.562500 Penalty: 3078.629150
	Iteration 52Q: 3 clusters Score -741443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -741445.937500 Penalty: 3078.629150
	Iteration 53Q: 3 clusters Score -741445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -741444.000000 Penalty: 3078.629150
	Iteration 54Q: 3 clusters Score -741444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -741444.625000 Penalty: 3078.629150
	Iteration 55Q: 3 clusters Score -741444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -741447.375000 Penalty: 3078.629150
	Iteration 56Q: 3 clusters Score -741447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -741452.625000 Penalty: 3078.629150
	Iteration 57Q: 3 clusters Score -741452.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -741453.812500 Penalty: 3078.629150
	Iteration 58Q: 3 clusters Score -741453.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -741455.937500 Penalty: 3078.629150
	Iteration 59Q: 3 clusters Score -741455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -741461.000000 Penalty: 3078.629150
	Iteration 60F: 3 clusters Score -741461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -741460.687500 Penalty: 3078.629150
	Iteration 61Q: 3 clusters Score -741460.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -741463.875000 Penalty: 3078.629150
	Iteration 62Q: 3 clusters Score -741463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -741466.937500 Penalty: 3078.629150
	Iteration 63Q: 3 clusters Score -741466.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -741469.250000 Penalty: 3078.629150
	Iteration 64Q: 3 clusters Score -741469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -741471.562500 Penalty: 3078.629150
	Iteration 65Q: 3 clusters Score -741471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -741473.937500 Penalty: 3078.629150
	Iteration 66Q: 3 clusters Score -741473.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -741473.937500 Penalty: 3078.629150
	Iteration 67Q: 3 clusters Score -741473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -741475.250000 Penalty: 3078.629150
	Iteration 68Q: 3 clusters Score -741475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -741478.750000 Penalty: 3078.629150
	Iteration 69Q: 3 clusters Score -741478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -741485.000000 Penalty: 3078.629150
	Iteration 70Q: 3 clusters Score -741485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -741489.187500 Penalty: 3078.629150
	Iteration 71Q: 3 clusters Score -741489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -741495.187500 Penalty: 3078.629150
	Iteration 72Q: 3 clusters Score -741495.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -741497.875000 Penalty: 3078.629150
	Iteration 73Q: 3 clusters Score -741497.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -741499.812500 Penalty: 3078.629150
	Iteration 74Q: 3 clusters Score -741499.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -741505.375000 Penalty: 3078.629150
	Iteration 75Q: 3 clusters Score -741505.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -741510.187500 Penalty: 3078.629150
	Iteration 76Q: 3 clusters Score -741510.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -741519.625000 Penalty: 3078.629150
	Iteration 77Q: 3 clusters Score -741519.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -741525.125000 Penalty: 3078.629150
	Iteration 78Q: 3 clusters Score -741525.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -741536.375000 Penalty: 3078.629150
	Iteration 79Q: 3 clusters Score -741536.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -741550.500000 Penalty: 3078.629150
	Iteration 80F: 3 clusters Score -741550.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -741576.000000 Penalty: 3078.629150
	Iteration 81Q: 3 clusters Score -741576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -741617.625000 Penalty: 3078.629150
	Iteration 82Q: 3 clusters Score -741617.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -741686.250000 Penalty: 3078.629150
	Iteration 83Q: 3 clusters Score -741686.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -741767.000000 Penalty: 3078.629150
	Iteration 84Q: 3 clusters Score -741767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -741833.437500 Penalty: 3078.629150
	Iteration 85Q: 3 clusters Score -741833.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -741882.500000 Penalty: 3078.629150
	Iteration 86Q: 3 clusters Score -741882.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -741915.187500 Penalty: 3078.629150
	Iteration 87Q: 3 clusters Score -741915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -741923.812500 Penalty: 3078.629150
	Iteration 88Q: 3 clusters Score -741923.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -741929.937500 Penalty: 3078.629150
	Iteration 89Q: 3 clusters Score -741929.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -741931.687500 Penalty: 3078.629150
	Iteration 90Q: 3 clusters Score -741931.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -741934.750000 Penalty: 3078.629150
	Iteration 91Q: 3 clusters Score -741934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -741933.812500 Penalty: 3078.629150
	Iteration 92Q: 3 clusters Score -741933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -741934.187500 Penalty: 3078.629150
	Iteration 93Q: 3 clusters Score -741934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -741934.875000 Penalty: 3078.629150
	Iteration 94Q: 3 clusters Score -741934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -741936.250000 Penalty: 3078.629150
	Iteration 95Q: 3 clusters Score -741936.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -741936.375000 Penalty: 3078.629150
	Iteration 96Q: 3 clusters Score -741936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -741937.875000 Penalty: 3078.629150
	Iteration 97Q: 3 clusters Score -741937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -741938.000000 Penalty: 3078.629150
	Iteration 98Q: 3 clusters Score -741938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -741938.437500 Penalty: 3078.629150
	Iteration 99Q: 3 clusters Score -741938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -741939.375000 Penalty: 3078.629150
	Iteration 100F: 3 clusters Score -741939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Entering Unmasked Estep 
Score: -12693443.000000 Penalty: 68303.781250
Splitting cluster 8 changes total score from -12692630.000000 to -12693443.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 9 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -293916.250000 Penalty: 1387.961182
	Iteration 0F: 2 clusters Score -293916.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -289910.250000 Penalty: 2775.922363
	Iteration 0F: 3 clusters Score -289910.2 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -291809.031250 Penalty: 2775.922363
	Iteration 1F: 3 clusters Score -291809 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -292524.437500 Penalty: 2775.922363
	Iteration 2F: 3 clusters Score -292524.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -292926.593750 Penalty: 2775.922363
	Iteration 3F: 3 clusters Score -292926.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -293169.031250 Penalty: 2775.922363
	Iteration 4F: 3 clusters Score -293169 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -293329.000000 Penalty: 2775.922363
	Iteration 5Q: 3 clusters Score -293329 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -293416.406250 Penalty: 2775.922363
	Iteration 6Q: 3 clusters Score -293416.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -293470.875000 Penalty: 2775.922363
	Iteration 7Q: 3 clusters Score -293470.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -293505.875000 Penalty: 2775.922363
	Iteration 8Q: 3 clusters Score -293505.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -293534.500000 Penalty: 2775.922363
	Iteration 9Q: 3 clusters Score -293534.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -293555.218750 Penalty: 2775.922363
	Iteration 10Q: 3 clusters Score -293555.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -293573.375000 Penalty: 2775.922363
	Iteration 11Q: 3 clusters Score -293573.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -293596.656250 Penalty: 2775.922363
	Iteration 12Q: 3 clusters Score -293596.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -293626.281250 Penalty: 2775.922363
	Iteration 13Q: 3 clusters Score -293626.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -293659.906250 Penalty: 2775.922363
	Iteration 14Q: 3 clusters Score -293659.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -293705.156250 Penalty: 2775.922363
	Iteration 15Q: 3 clusters Score -293705.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -293761.593750 Penalty: 2775.922363
	Iteration 16Q: 3 clusters Score -293761.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -293800.812500 Penalty: 2775.922363
	Iteration 17Q: 3 clusters Score -293800.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -293826.406250 Penalty: 2775.922363
	Iteration 18Q: 3 clusters Score -293826.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -293853.781250 Penalty: 2775.922363
	Iteration 19Q: 3 clusters Score -293853.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -293873.656250 Penalty: 2775.922363
	Iteration 20F: 3 clusters Score -293873.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -293892.343750 Penalty: 2775.922363
	Iteration 21Q: 3 clusters Score -293892.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -293903.062500 Penalty: 2775.922363
	Iteration 22Q: 3 clusters Score -293903.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -293912.437500 Penalty: 2775.922363
	Iteration 23Q: 3 clusters Score -293912.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -293918.250000 Penalty: 2775.922363
	Iteration 24Q: 3 clusters Score -293918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -293922.812500 Penalty: 2775.922363
	Iteration 25Q: 3 clusters Score -293922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -293927.625000 Penalty: 2775.922363
	Iteration 26Q: 3 clusters Score -293927.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -293932.187500 Penalty: 2775.922363
	Iteration 27Q: 3 clusters Score -293932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -293935.343750 Penalty: 2775.922363
	Iteration 28Q: 3 clusters Score -293935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -293938.312500 Penalty: 2775.922363
	Iteration 29Q: 3 clusters Score -293938.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -293942.375000 Penalty: 2775.922363
	Iteration 30Q: 3 clusters Score -293942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -293944.406250 Penalty: 2775.922363
	Iteration 31Q: 3 clusters Score -293944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -293946.281250 Penalty: 2775.922363
	Iteration 32Q: 3 clusters Score -293946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -293947.281250 Penalty: 2775.922363
	Iteration 33Q: 3 clusters Score -293947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -293947.968750 Penalty: 2775.922363
	Iteration 34Q: 3 clusters Score -293948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -293947.906250 Penalty: 2775.922363
	Iteration 35Q: 3 clusters Score -293947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -293947.906250 Penalty: 2775.922363
	Iteration 36F: 3 clusters Score -293947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 3145 members 
Entering Unmasked Estep 
Score: -12692842.000000 Penalty: 70312.710938
Splitting cluster 9 changes total score from -12692630.000000 to -12692842.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 10 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -25048.417969 Penalty: 1022.380005
	Iteration 0F: 2 clusters Score -25048.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -23935.648438 Penalty: 2044.760010
	Iteration 0F: 3 clusters Score -23935.65 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24163.210938 Penalty: 2044.760010
	Iteration 1F: 3 clusters Score -24163.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24298.332031 Penalty: 2044.760010
	Iteration 2F: 3 clusters Score -24298.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24403.429688 Penalty: 2044.760010
	Iteration 3F: 3 clusters Score -24403.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24472.199219 Penalty: 2044.760010
	Iteration 4Q: 3 clusters Score -24472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24558.228516 Penalty: 2044.760010
	Iteration 5Q: 3 clusters Score -24558.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24655.824219 Penalty: 2044.760010
	Iteration 6Q: 3 clusters Score -24655.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24710.167969 Penalty: 2044.760010
	Iteration 7Q: 3 clusters Score -24710.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24728.810547 Penalty: 2044.760010
	Iteration 8Q: 3 clusters Score -24728.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24746.441406 Penalty: 2044.760010
	Iteration 9Q: 3 clusters Score -24746.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24766.535156 Penalty: 2044.760010
	Iteration 10Q: 3 clusters Score -24766.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24777.384766 Penalty: 2044.760010
	Iteration 11Q: 3 clusters Score -24777.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24787.771484 Penalty: 2044.760010
	Iteration 12Q: 3 clusters Score -24787.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24788.804688 Penalty: 2044.760010
	Iteration 13F: 3 clusters Score -24788.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24799.515625 Penalty: 2044.760010
	Iteration 14Q: 3 clusters Score -24799.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24802.443359 Penalty: 2044.760010
	Iteration 15Q: 3 clusters Score -24802.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24817.554688 Penalty: 2044.760010
	Iteration 16Q: 3 clusters Score -24817.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24829.771484 Penalty: 2044.760010
	Iteration 17Q: 3 clusters Score -24829.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24839.248047 Penalty: 2044.760010
	Iteration 18Q: 3 clusters Score -24839.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24847.958984 Penalty: 2044.760010
	Iteration 19Q: 3 clusters Score -24847.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24872.548828 Penalty: 2044.760010
	Iteration 20F: 3 clusters Score -24872.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24875.759766 Penalty: 2044.760010
	Iteration 21Q: 3 clusters Score -24875.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24875.759766 Penalty: 2044.760010
	Iteration 22F: 3 clusters Score -24875.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Entering Unmasked Estep 
Score: -310960.687500 Penalty: 1423.369751
	Iteration 0F: 2 clusters Score -310960.7 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 3136 members 
Entering Unmasked Estep 
Score: -306178.343750 Penalty: 2846.739502
	Iteration 0F: 3 clusters Score -306178.3 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -308004.781250 Penalty: 2846.739502
	Iteration 1F: 3 clusters Score -308004.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -308532.687500 Penalty: 2846.739502
	Iteration 2F: 3 clusters Score -308532.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -308932.843750 Penalty: 2846.739502
	Iteration 3F: 3 clusters Score -308932.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -309213.406250 Penalty: 2846.739502
	Iteration 4F: 3 clusters Score -309213.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -309399.093750 Penalty: 2846.739502
	Iteration 5Q: 3 clusters Score -309399.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -309546.468750 Penalty: 2846.739502
	Iteration 6Q: 3 clusters Score -309546.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -309657.687500 Penalty: 2846.739502
	Iteration 7Q: 3 clusters Score -309657.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -309726.843750 Penalty: 2846.739502
	Iteration 8Q: 3 clusters Score -309726.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -309791.125000 Penalty: 2846.739502
	Iteration 9Q: 3 clusters Score -309791.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -309849.375000 Penalty: 2846.739502
	Iteration 10Q: 3 clusters Score -309849.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -309897.468750 Penalty: 2846.739502
	Iteration 11Q: 3 clusters Score -309897.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -309935.062500 Penalty: 2846.739502
	Iteration 12Q: 3 clusters Score -309935.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -309966.500000 Penalty: 2846.739502
	Iteration 13Q: 3 clusters Score -309966.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -309993.593750 Penalty: 2846.739502
	Iteration 14Q: 3 clusters Score -309993.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -310024.156250 Penalty: 2846.739502
	Iteration 15Q: 3 clusters Score -310024.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -310040.093750 Penalty: 2846.739502
	Iteration 16Q: 3 clusters Score -310040.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -310051.250000 Penalty: 2846.739502
	Iteration 17Q: 3 clusters Score -310051.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -310061.156250 Penalty: 2846.739502
	Iteration 18Q: 3 clusters Score -310061.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -310069.093750 Penalty: 2846.739502
	Iteration 19Q: 3 clusters Score -310069.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -310075.906250 Penalty: 2846.739502
	Iteration 20F: 3 clusters Score -310075.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -310084.093750 Penalty: 2846.739502
	Iteration 21Q: 3 clusters Score -310084.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -310090.312500 Penalty: 2846.739502
	Iteration 22Q: 3 clusters Score -310090.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -310097.312500 Penalty: 2846.739502
	Iteration 23Q: 3 clusters Score -310097.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -310107.843750 Penalty: 2846.739502
	Iteration 24Q: 3 clusters Score -310107.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -310115.250000 Penalty: 2846.739502
	Iteration 25Q: 3 clusters Score -310115.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -310123.531250 Penalty: 2846.739502
	Iteration 26Q: 3 clusters Score -310123.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -310129.937500 Penalty: 2846.739502
	Iteration 27Q: 3 clusters Score -310129.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -310135.750000 Penalty: 2846.739502
	Iteration 28Q: 3 clusters Score -310135.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -310142.125000 Penalty: 2846.739502
	Iteration 29Q: 3 clusters Score -310142.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -310148.656250 Penalty: 2846.739502
	Iteration 30Q: 3 clusters Score -310148.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -310154.718750 Penalty: 2846.739502
	Iteration 31Q: 3 clusters Score -310154.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -310161.000000 Penalty: 2846.739502
	Iteration 32Q: 3 clusters Score -310161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -310165.718750 Penalty: 2846.739502
	Iteration 33Q: 3 clusters Score -310165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -310171.000000 Penalty: 2846.739502
	Iteration 34Q: 3 clusters Score -310171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -310174.406250 Penalty: 2846.739502
	Iteration 35Q: 3 clusters Score -310174.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -310177.875000 Penalty: 2846.739502
	Iteration 36Q: 3 clusters Score -310177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -310180.093750 Penalty: 2846.739502
	Iteration 37Q: 3 clusters Score -310180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -310180.312500 Penalty: 2846.739502
	Iteration 38Q: 3 clusters Score -310180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -310181.531250 Penalty: 2846.739502
	Iteration 39Q: 3 clusters Score -310181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -310183.218750 Penalty: 2846.739502
	Iteration 40F: 3 clusters Score -310183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -310185.250000 Penalty: 2846.739502
	Iteration 41Q: 3 clusters Score -310185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -310186.343750 Penalty: 2846.739502
	Iteration 42Q: 3 clusters Score -310186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -310187.281250 Penalty: 2846.739502
	Iteration 43Q: 3 clusters Score -310187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -310188.437500 Penalty: 2846.739502
	Iteration 44Q: 3 clusters Score -310188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -310189.062500 Penalty: 2846.739502
	Iteration 45Q: 3 clusters Score -310189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -310190.375000 Penalty: 2846.739502
	Iteration 46Q: 3 clusters Score -310190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -310192.718750 Penalty: 2846.739502
	Iteration 47Q: 3 clusters Score -310192.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -310193.250000 Penalty: 2846.739502
	Iteration 48Q: 3 clusters Score -310193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -310193.718750 Penalty: 2846.739502
	Iteration 49Q: 3 clusters Score -310193.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -310194.875000 Penalty: 2846.739502
	Iteration 50Q: 3 clusters Score -310194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -310195.718750 Penalty: 2846.739502
	Iteration 51Q: 3 clusters Score -310195.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -310196.406250 Penalty: 2846.739502
	Iteration 52Q: 3 clusters Score -310196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -310196.125000 Penalty: 2846.739502
	Iteration 53Q: 3 clusters Score -310196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -310196.906250 Penalty: 2846.739502
	Iteration 54Q: 3 clusters Score -310196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -310196.843750 Penalty: 2846.739502
	Iteration 55Q: 3 clusters Score -310196.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -310196.843750 Penalty: 2846.739502
	Iteration 56F: 3 clusters Score -310196.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Entering Unmasked Estep 
Score: -1665147.750000 Penalty: 1668.090942
	Iteration 0F: 2 clusters Score -1665148 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 14351 members 
Entering Unmasked Estep 
Score: -1645805.250000 Penalty: 3336.181885
	Iteration 0F: 3 clusters Score -1645805 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1653134.125000 Penalty: 3336.181885
	Iteration 1F: 3 clusters Score -1653134 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1654015.500000 Penalty: 3336.181885
	Iteration 2F: 3 clusters Score -1654016 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1655367.375000 Penalty: 3336.181885
	Iteration 3F: 3 clusters Score -1655367 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1657033.125000 Penalty: 3336.181885
	Iteration 4F: 3 clusters Score -1657033 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1658719.125000 Penalty: 3336.181885
	Iteration 5F: 3 clusters Score -1658719 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1660079.500000 Penalty: 3336.181885
	Iteration 6F: 3 clusters Score -1660080 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1661116.125000 Penalty: 3336.181885
	Iteration 7F: 3 clusters Score -1661116 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1661957.250000 Penalty: 3336.181885
	Iteration 8Q: 3 clusters Score -1661957 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1662691.750000 Penalty: 3336.181885
	Iteration 9Q: 3 clusters Score -1662692 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1663377.875000 Penalty: 3336.181885
	Iteration 10Q: 3 clusters Score -1663378 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1663920.500000 Penalty: 3336.181885
	Iteration 11Q: 3 clusters Score -1663920 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1664381.000000 Penalty: 3336.181885
	Iteration 12Q: 3 clusters Score -1664381 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1664650.875000 Penalty: 3336.181885
	Iteration 13Q: 3 clusters Score -1664651 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1664782.125000 Penalty: 3336.181885
	Iteration 14Q: 3 clusters Score -1664782 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1664833.250000 Penalty: 3336.181885
	Iteration 15Q: 3 clusters Score -1664833 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1664867.125000 Penalty: 3336.181885
	Iteration 16Q: 3 clusters Score -1664867 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1664888.625000 Penalty: 3336.181885
	Iteration 17Q: 3 clusters Score -1664889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1664896.625000 Penalty: 3336.181885
	Iteration 18Q: 3 clusters Score -1664897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1664903.875000 Penalty: 3336.181885
	Iteration 19Q: 3 clusters Score -1664904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1664902.125000 Penalty: 3336.181885
	Iteration 20F: 3 clusters Score -1664902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1664901.250000 Penalty: 3336.181885
	Iteration 21Q: 3 clusters Score -1664901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1664901.250000 Penalty: 3336.181885
	Iteration 22Q: 3 clusters Score -1664901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1664904.625000 Penalty: 3336.181885
	Iteration 23Q: 3 clusters Score -1664905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1664906.875000 Penalty: 3336.181885
	Iteration 24Q: 3 clusters Score -1664907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1664909.250000 Penalty: 3336.181885
	Iteration 25Q: 3 clusters Score -1664909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1664913.250000 Penalty: 3336.181885
	Iteration 26Q: 3 clusters Score -1664913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1664911.750000 Penalty: 3336.181885
	Iteration 27Q: 3 clusters Score -1664912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1664911.000000 Penalty: 3336.181885
	Iteration 28Q: 3 clusters Score -1664911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1664911.000000 Penalty: 3336.181885
	Iteration 29F: 3 clusters Score -1664911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Entering Unmasked Estep 
Score: -736156.750000 Penalty: 1532.811157
	Iteration 0F: 2 clusters Score -736156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -727440.437500 Penalty: 3065.622314
	Iteration 0F: 3 clusters Score -727440.4 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -730548.812500 Penalty: 3065.622314
	Iteration 1F: 3 clusters Score -730548.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -731195.187500 Penalty: 3065.622314
	Iteration 2F: 3 clusters Score -731195.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -731979.562500 Penalty: 3065.622314
	Iteration 3F: 3 clusters Score -731979.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -732928.375000 Penalty: 3065.622314
	Iteration 4F: 3 clusters Score -732928.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -733776.750000 Penalty: 3065.622314
	Iteration 5F: 3 clusters Score -733776.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -734409.437500 Penalty: 3065.622314
	Iteration 6F: 3 clusters Score -734409.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -734792.687500 Penalty: 3065.622314
	Iteration 7Q: 3 clusters Score -734792.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -735070.687500 Penalty: 3065.622314
	Iteration 8Q: 3 clusters Score -735070.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -735263.500000 Penalty: 3065.622314
	Iteration 9Q: 3 clusters Score -735263.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -735428.187500 Penalty: 3065.622314
	Iteration 10Q: 3 clusters Score -735428.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -735617.875000 Penalty: 3065.622314
	Iteration 11Q: 3 clusters Score -735617.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -735855.687500 Penalty: 3065.622314
	Iteration 12Q: 3 clusters Score -735855.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -736061.500000 Penalty: 3065.622314
	Iteration 13Q: 3 clusters Score -736061.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -736170.687500 Penalty: 3065.622314
	Iteration 14Q: 3 clusters Score -736170.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -736237.500000 Penalty: 3065.622314
	Iteration 15Q: 3 clusters Score -736237.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -736258.000000 Penalty: 3065.622314
	Iteration 16Q: 3 clusters Score -736258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -736272.062500 Penalty: 3065.622314
	Iteration 17Q: 3 clusters Score -736272.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -736278.000000 Penalty: 3065.622314
	Iteration 18Q: 3 clusters Score -736278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -736280.062500 Penalty: 3065.622314
	Iteration 19Q: 3 clusters Score -736280.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -736282.125000 Penalty: 3065.622314
	Iteration 20F: 3 clusters Score -736282.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -736283.250000 Penalty: 3065.622314
	Iteration 21Q: 3 clusters Score -736283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -736286.062500 Penalty: 3065.622314
	Iteration 22Q: 3 clusters Score -736286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -736288.937500 Penalty: 3065.622314
	Iteration 23Q: 3 clusters Score -736288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -736289.125000 Penalty: 3065.622314
	Iteration 24Q: 3 clusters Score -736289.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -736290.687500 Penalty: 3065.622314
	Iteration 25Q: 3 clusters Score -736290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -736292.437500 Penalty: 3065.622314
	Iteration 26Q: 3 clusters Score -736292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -736290.750000 Penalty: 3065.622314
	Iteration 27Q: 3 clusters Score -736290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -736291.312500 Penalty: 3065.622314
	Iteration 28Q: 3 clusters Score -736291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -736291.312500 Penalty: 3065.622314
	Iteration 29F: 3 clusters Score -736291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 9225 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 3145 members 
Mstep: Class 36 contains 3265 members 
Entering Unmasked Estep 
Score: -12692499.000000 Penalty: 72321.648438
Splitting cluster 13 changes total score from -12692630.000000 to -12692499.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (11544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Entering Unmasked Estep 
Score: -691149.000000 Penalty: 1520.012207
	Iteration 0F: 2 clusters Score -691149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -682916.625000 Penalty: 3040.024414
	Iteration 0F: 3 clusters Score -682916.6 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -685825.000000 Penalty: 3040.024414
	Iteration 1F: 3 clusters Score -685825 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -686142.937500 Penalty: 3040.024414
	Iteration 2F: 3 clusters Score -686142.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -686432.625000 Penalty: 3040.024414
	Iteration 3F: 3 clusters Score -686432.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -686738.187500 Penalty: 3040.024414
	Iteration 4Q: 3 clusters Score -686738.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -687035.937500 Penalty: 3040.024414
	Iteration 5Q: 3 clusters Score -687035.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -687288.687500 Penalty: 3040.024414
	Iteration 6Q: 3 clusters Score -687288.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -687504.375000 Penalty: 3040.024414
	Iteration 7Q: 3 clusters Score -687504.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -687681.000000 Penalty: 3040.024414
	Iteration 8Q: 3 clusters Score -687681 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -687852.812500 Penalty: 3040.024414
	Iteration 9Q: 3 clusters Score -687852.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -687989.437500 Penalty: 3040.024414
	Iteration 10Q: 3 clusters Score -687989.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -688106.562500 Penalty: 3040.024414
	Iteration 11Q: 3 clusters Score -688106.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -688215.375000 Penalty: 3040.024414
	Iteration 12Q: 3 clusters Score -688215.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -688313.812500 Penalty: 3040.024414
	Iteration 13Q: 3 clusters Score -688313.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -688400.625000 Penalty: 3040.024414
	Iteration 14Q: 3 clusters Score -688400.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -688496.562500 Penalty: 3040.024414
	Iteration 15Q: 3 clusters Score -688496.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -688588.437500 Penalty: 3040.024414
	Iteration 16Q: 3 clusters Score -688588.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -688656.437500 Penalty: 3040.024414
	Iteration 17Q: 3 clusters Score -688656.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -688712.750000 Penalty: 3040.024414
	Iteration 18Q: 3 clusters Score -688712.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -688747.437500 Penalty: 3040.024414
	Iteration 19Q: 3 clusters Score -688747.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -688774.812500 Penalty: 3040.024414
	Iteration 20F: 3 clusters Score -688774.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -688800.187500 Penalty: 3040.024414
	Iteration 21Q: 3 clusters Score -688800.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -688818.437500 Penalty: 3040.024414
	Iteration 22Q: 3 clusters Score -688818.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -688844.187500 Penalty: 3040.024414
	Iteration 23Q: 3 clusters Score -688844.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -688864.812500 Penalty: 3040.024414
	Iteration 24Q: 3 clusters Score -688864.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -688879.812500 Penalty: 3040.024414
	Iteration 25Q: 3 clusters Score -688879.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -688892.500000 Penalty: 3040.024414
	Iteration 26Q: 3 clusters Score -688892.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -688902.312500 Penalty: 3040.024414
	Iteration 27Q: 3 clusters Score -688902.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -688913.062500 Penalty: 3040.024414
	Iteration 28Q: 3 clusters Score -688913.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -688923.562500 Penalty: 3040.024414
	Iteration 29Q: 3 clusters Score -688923.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -688934.625000 Penalty: 3040.024414
	Iteration 30Q: 3 clusters Score -688934.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -688949.437500 Penalty: 3040.024414
	Iteration 31Q: 3 clusters Score -688949.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -688957.937500 Penalty: 3040.024414
	Iteration 32Q: 3 clusters Score -688957.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -688972.375000 Penalty: 3040.024414
	Iteration 33Q: 3 clusters Score -688972.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -688985.687500 Penalty: 3040.024414
	Iteration 34Q: 3 clusters Score -688985.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -688994.937500 Penalty: 3040.024414
	Iteration 35Q: 3 clusters Score -688994.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -689009.562500 Penalty: 3040.024414
	Iteration 36Q: 3 clusters Score -689009.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -689024.187500 Penalty: 3040.024414
	Iteration 37Q: 3 clusters Score -689024.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -689034.187500 Penalty: 3040.024414
	Iteration 38Q: 3 clusters Score -689034.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -689048.812500 Penalty: 3040.024414
	Iteration 39Q: 3 clusters Score -689048.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -689057.875000 Penalty: 3040.024414
	Iteration 40F: 3 clusters Score -689057.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -689070.187500 Penalty: 3040.024414
	Iteration 41Q: 3 clusters Score -689070.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -689083.625000 Penalty: 3040.024414
	Iteration 42Q: 3 clusters Score -689083.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -689092.437500 Penalty: 3040.024414
	Iteration 43Q: 3 clusters Score -689092.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -689100.750000 Penalty: 3040.024414
	Iteration 44Q: 3 clusters Score -689100.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -689107.625000 Penalty: 3040.024414
	Iteration 45Q: 3 clusters Score -689107.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -689117.187500 Penalty: 3040.024414
	Iteration 46Q: 3 clusters Score -689117.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -689131.312500 Penalty: 3040.024414
	Iteration 47Q: 3 clusters Score -689131.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -689148.312500 Penalty: 3040.024414
	Iteration 48Q: 3 clusters Score -689148.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -689168.687500 Penalty: 3040.024414
	Iteration 49Q: 3 clusters Score -689168.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -689188.062500 Penalty: 3040.024414
	Iteration 50Q: 3 clusters Score -689188.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -689207.437500 Penalty: 3040.024414
	Iteration 51Q: 3 clusters Score -689207.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -689233.562500 Penalty: 3040.024414
	Iteration 52Q: 3 clusters Score -689233.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -689255.000000 Penalty: 3040.024414
	Iteration 53Q: 3 clusters Score -689255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -689270.000000 Penalty: 3040.024414
	Iteration 54Q: 3 clusters Score -689270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -689287.812500 Penalty: 3040.024414
	Iteration 55Q: 3 clusters Score -689287.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -689311.000000 Penalty: 3040.024414
	Iteration 56Q: 3 clusters Score -689311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -689325.812500 Penalty: 3040.024414
	Iteration 57Q: 3 clusters Score -689325.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -689339.250000 Penalty: 3040.024414
	Iteration 58Q: 3 clusters Score -689339.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -689349.437500 Penalty: 3040.024414
	Iteration 59Q: 3 clusters Score -689349.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -689361.437500 Penalty: 3040.024414
	Iteration 60F: 3 clusters Score -689361.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -689375.937500 Penalty: 3040.024414
	Iteration 61Q: 3 clusters Score -689375.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -689388.062500 Penalty: 3040.024414
	Iteration 62Q: 3 clusters Score -689388.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -689397.000000 Penalty: 3040.024414
	Iteration 63Q: 3 clusters Score -689397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -689416.687500 Penalty: 3040.024414
	Iteration 64Q: 3 clusters Score -689416.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -689427.875000 Penalty: 3040.024414
	Iteration 65Q: 3 clusters Score -689427.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -689445.375000 Penalty: 3040.024414
	Iteration 66Q: 3 clusters Score -689445.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -689468.312500 Penalty: 3040.024414
	Iteration 67Q: 3 clusters Score -689468.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -689485.937500 Penalty: 3040.024414
	Iteration 68Q: 3 clusters Score -689485.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -689495.375000 Penalty: 3040.024414
	Iteration 69Q: 3 clusters Score -689495.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -689503.750000 Penalty: 3040.024414
	Iteration 70Q: 3 clusters Score -689503.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -689510.000000 Penalty: 3040.024414
	Iteration 71Q: 3 clusters Score -689510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -689517.000000 Penalty: 3040.024414
	Iteration 72Q: 3 clusters Score -689517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -689523.625000 Penalty: 3040.024414
	Iteration 73Q: 3 clusters Score -689523.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -689533.062500 Penalty: 3040.024414
	Iteration 74Q: 3 clusters Score -689533.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -689541.375000 Penalty: 3040.024414
	Iteration 75Q: 3 clusters Score -689541.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -689551.687500 Penalty: 3040.024414
	Iteration 76Q: 3 clusters Score -689551.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -689556.562500 Penalty: 3040.024414
	Iteration 77Q: 3 clusters Score -689556.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -689567.562500 Penalty: 3040.024414
	Iteration 78Q: 3 clusters Score -689567.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -689569.125000 Penalty: 3040.024414
	Iteration 79Q: 3 clusters Score -689569.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -689576.000000 Penalty: 3040.024414
	Iteration 80F: 3 clusters Score -689576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -689581.437500 Penalty: 3040.024414
	Iteration 81Q: 3 clusters Score -689581.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -689584.312500 Penalty: 3040.024414
	Iteration 82Q: 3 clusters Score -689584.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -689589.375000 Penalty: 3040.024414
	Iteration 83Q: 3 clusters Score -689589.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -689596.687500 Penalty: 3040.024414
	Iteration 84Q: 3 clusters Score -689596.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -689603.875000 Penalty: 3040.024414
	Iteration 85Q: 3 clusters Score -689603.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -689608.500000 Penalty: 3040.024414
	Iteration 86Q: 3 clusters Score -689608.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -689619.250000 Penalty: 3040.024414
	Iteration 87Q: 3 clusters Score -689619.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -689630.937500 Penalty: 3040.024414
	Iteration 88Q: 3 clusters Score -689630.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -689640.375000 Penalty: 3040.024414
	Iteration 89Q: 3 clusters Score -689640.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -689650.562500 Penalty: 3040.024414
	Iteration 90Q: 3 clusters Score -689650.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -689660.812500 Penalty: 3040.024414
	Iteration 91Q: 3 clusters Score -689660.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -689667.875000 Penalty: 3040.024414
	Iteration 92Q: 3 clusters Score -689667.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -689675.062500 Penalty: 3040.024414
	Iteration 93Q: 3 clusters Score -689675.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -689679.375000 Penalty: 3040.024414
	Iteration 94Q: 3 clusters Score -689679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -689683.312500 Penalty: 3040.024414
	Iteration 95Q: 3 clusters Score -689683.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -689687.312500 Penalty: 3040.024414
	Iteration 96Q: 3 clusters Score -689687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -689687.500000 Penalty: 3040.024414
	Iteration 97Q: 3 clusters Score -689687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -689688.000000 Penalty: 3040.024414
	Iteration 98Q: 3 clusters Score -689688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -689688.437500 Penalty: 3040.024414
	Iteration 99Q: 3 clusters Score -689688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -689688.500000 Penalty: 3040.024414
	Iteration 100F: 3 clusters Score -689688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -689687.562500 Penalty: 3040.024414
	Iteration 101Q: 3 clusters Score -689687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -689688.875000 Penalty: 3040.024414
	Iteration 102Q: 3 clusters Score -689688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -689688.937500 Penalty: 3040.024414
	Iteration 103Q: 3 clusters Score -689688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -689689.187500 Penalty: 3040.024414
	Iteration 104Q: 3 clusters Score -689689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -689689.187500 Penalty: 3040.024414
	Iteration 105F: 3 clusters Score -689689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Entering Unmasked Estep 
Score: -162435.078125 Penalty: 1292.756592
	Iteration 0F: 2 clusters Score -162435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -159840.671875 Penalty: 2585.513184
	Iteration 0F: 3 clusters Score -159840.7 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -160422.312500 Penalty: 2585.513184
	Iteration 1F: 3 clusters Score -160422.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -160538.375000 Penalty: 2585.513184
	Iteration 2F: 3 clusters Score -160538.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -160616.500000 Penalty: 2585.513184
	Iteration 3Q: 3 clusters Score -160616.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -160676.781250 Penalty: 2585.513184
	Iteration 4Q: 3 clusters Score -160676.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -160734.625000 Penalty: 2585.513184
	Iteration 5Q: 3 clusters Score -160734.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -160783.656250 Penalty: 2585.513184
	Iteration 6Q: 3 clusters Score -160783.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -160834.984375 Penalty: 2585.513184
	Iteration 7Q: 3 clusters Score -160835 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -160890.078125 Penalty: 2585.513184
	Iteration 8Q: 3 clusters Score -160890.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -160937.937500 Penalty: 2585.513184
	Iteration 9Q: 3 clusters Score -160937.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -160977.187500 Penalty: 2585.513184
	Iteration 10Q: 3 clusters Score -160977.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -161015.578125 Penalty: 2585.513184
	Iteration 11Q: 3 clusters Score -161015.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -161055.218750 Penalty: 2585.513184
	Iteration 12Q: 3 clusters Score -161055.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -161099.218750 Penalty: 2585.513184
	Iteration 13Q: 3 clusters Score -161099.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -161141.109375 Penalty: 2585.513184
	Iteration 14Q: 3 clusters Score -161141.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -161181.437500 Penalty: 2585.513184
	Iteration 15Q: 3 clusters Score -161181.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -161215.406250 Penalty: 2585.513184
	Iteration 16Q: 3 clusters Score -161215.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -161246.750000 Penalty: 2585.513184
	Iteration 17Q: 3 clusters Score -161246.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -161280.781250 Penalty: 2585.513184
	Iteration 18Q: 3 clusters Score -161280.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -161308.828125 Penalty: 2585.513184
	Iteration 19Q: 3 clusters Score -161308.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -161327.281250 Penalty: 2585.513184
	Iteration 20F: 3 clusters Score -161327.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -161341.718750 Penalty: 2585.513184
	Iteration 21Q: 3 clusters Score -161341.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -161356.687500 Penalty: 2585.513184
	Iteration 22Q: 3 clusters Score -161356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -161359.328125 Penalty: 2585.513184
	Iteration 23Q: 3 clusters Score -161359.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -161363.218750 Penalty: 2585.513184
	Iteration 24Q: 3 clusters Score -161363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -161366.093750 Penalty: 2585.513184
	Iteration 25Q: 3 clusters Score -161366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -161368.250000 Penalty: 2585.513184
	Iteration 26Q: 3 clusters Score -161368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -161371.484375 Penalty: 2585.513184
	Iteration 27Q: 3 clusters Score -161371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -161374.000000 Penalty: 2585.513184
	Iteration 28Q: 3 clusters Score -161374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -161378.187500 Penalty: 2585.513184
	Iteration 29Q: 3 clusters Score -161378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -161382.953125 Penalty: 2585.513184
	Iteration 30Q: 3 clusters Score -161383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -161386.375000 Penalty: 2585.513184
	Iteration 31Q: 3 clusters Score -161386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -161389.640625 Penalty: 2585.513184
	Iteration 32Q: 3 clusters Score -161389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -161390.906250 Penalty: 2585.513184
	Iteration 33Q: 3 clusters Score -161390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -161393.171875 Penalty: 2585.513184
	Iteration 34Q: 3 clusters Score -161393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -161394.531250 Penalty: 2585.513184
	Iteration 35Q: 3 clusters Score -161394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -161395.890625 Penalty: 2585.513184
	Iteration 36Q: 3 clusters Score -161395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -161395.890625 Penalty: 2585.513184
	Iteration 37F: 3 clusters Score -161395.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -220122.875000 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -220122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -216314.390625 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -216314.4 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -218279.968750 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -218280 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -219022.015625 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -219022 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -219446.187500 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -219446.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -219710.234375 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -219710.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -219893.375000 Penalty: 2763.307617
	Iteration 5Q: 3 clusters Score -219893.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -220023.625000 Penalty: 2763.307617
	Iteration 6Q: 3 clusters Score -220023.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -220143.046875 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -220143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -220233.093750 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -220233.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -220293.906250 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -220293.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -220356.359375 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -220356.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -220423.500000 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -220423.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -220471.296875 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -220471.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220509.281250 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -220509.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -220547.906250 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -220547.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -220587.796875 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -220587.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -220620.968750 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -220621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -220645.718750 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -220645.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -220664.265625 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -220664.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -220675.562500 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -220675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -220686.437500 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -220686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -220697.765625 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -220697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -220738.312500 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -220738.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -220794.125000 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -220794.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -220835.046875 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -220835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220865.312500 Penalty: 2763.307617
	Iteration 25Q: 3 clusters Score -220865.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -220872.343750 Penalty: 2763.307617
	Iteration 26Q: 3 clusters Score -220872.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -220876.968750 Penalty: 2763.307617
	Iteration 27Q: 3 clusters Score -220877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -220881.062500 Penalty: 2763.307617
	Iteration 28Q: 3 clusters Score -220881.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -220883.796875 Penalty: 2763.307617
	Iteration 29Q: 3 clusters Score -220883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220888.781250 Penalty: 2763.307617
	Iteration 30Q: 3 clusters Score -220888.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -220891.890625 Penalty: 2763.307617
	Iteration 31Q: 3 clusters Score -220891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -220894.703125 Penalty: 2763.307617
	Iteration 32Q: 3 clusters Score -220894.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220897.265625 Penalty: 2763.307617
	Iteration 33Q: 3 clusters Score -220897.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220902.390625 Penalty: 2763.307617
	Iteration 34Q: 3 clusters Score -220902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220909.687500 Penalty: 2763.307617
	Iteration 35Q: 3 clusters Score -220909.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -220916.625000 Penalty: 2763.307617
	Iteration 36Q: 3 clusters Score -220916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220919.437500 Penalty: 2763.307617
	Iteration 37Q: 3 clusters Score -220919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -220920.218750 Penalty: 2763.307617
	Iteration 38Q: 3 clusters Score -220920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -220921.859375 Penalty: 2763.307617
	Iteration 39Q: 3 clusters Score -220921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220955.656250 Penalty: 2763.307617
	Iteration 40F: 3 clusters Score -220955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -220984.312500 Penalty: 2763.307617
	Iteration 41Q: 3 clusters Score -220984.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -220999.328125 Penalty: 2763.307617
	Iteration 42Q: 3 clusters Score -220999.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221006.796875 Penalty: 2763.307617
	Iteration 43Q: 3 clusters Score -221006.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -221010.281250 Penalty: 2763.307617
	Iteration 44Q: 3 clusters Score -221010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -221013.218750 Penalty: 2763.307617
	Iteration 45Q: 3 clusters Score -221013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -221014.203125 Penalty: 2763.307617
	Iteration 46Q: 3 clusters Score -221014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -221015.203125 Penalty: 2763.307617
	Iteration 47Q: 3 clusters Score -221015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -221016.671875 Penalty: 2763.307617
	Iteration 48Q: 3 clusters Score -221016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -221016.203125 Penalty: 2763.307617
	Iteration 49Q: 3 clusters Score -221016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -221016.203125 Penalty: 2763.307617
	Iteration 50F: 3 clusters Score -221016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 3145 members 
Mstep: Class 36 contains 702 members 
Entering Unmasked Estep 
Score: -12693112.000000 Penalty: 72321.648438
Splitting cluster 16 changes total score from -12692630.000000 to -12693112.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -22390.066406 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -22390.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21354.072266 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -21354.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21501.822266 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -21501.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21571.931641 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -21571.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21614.457031 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -21614.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21645.794922 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -21645.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21663.736328 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -21663.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21668.621094 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -21668.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21670.152344 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -21670.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21673.039062 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -21673.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21680.621094 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -21680.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21685.910156 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -21685.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21686.886719 Penalty: 1969.214966
	Iteration 11Q: 3 clusters Score -21686.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21690.718750 Penalty: 1969.214966
	Iteration 12Q: 3 clusters Score -21690.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21690.718750 Penalty: 1969.214966
	Iteration 13F: 3 clusters Score -21690.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -350267.593750 Penalty: 1419.418335
	Iteration 0F: 2 clusters Score -350267.6 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 3149 members 
Entering Unmasked Estep 
Score: -345564.218750 Penalty: 2838.836670
	Iteration 0F: 3 clusters Score -345564.2 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -346960.187500 Penalty: 2838.836670
	Iteration 1F: 3 clusters Score -346960.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -347218.312500 Penalty: 2838.836670
	Iteration 2F: 3 clusters Score -347218.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -347497.250000 Penalty: 2838.836670
	Iteration 3F: 3 clusters Score -347497.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -347778.187500 Penalty: 2838.836670
	Iteration 4F: 3 clusters Score -347778.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -348040.250000 Penalty: 2838.836670
	Iteration 5F: 3 clusters Score -348040.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -348311.062500 Penalty: 2838.836670
	Iteration 6F: 3 clusters Score -348311.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -348516.156250 Penalty: 2838.836670
	Iteration 7Q: 3 clusters Score -348516.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -348679.250000 Penalty: 2838.836670
	Iteration 8Q: 3 clusters Score -348679.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -348812.406250 Penalty: 2838.836670
	Iteration 9Q: 3 clusters Score -348812.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -348884.250000 Penalty: 2838.836670
	Iteration 10Q: 3 clusters Score -348884.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -348931.156250 Penalty: 2838.836670
	Iteration 11Q: 3 clusters Score -348931.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -348975.656250 Penalty: 2838.836670
	Iteration 12Q: 3 clusters Score -348975.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -349013.406250 Penalty: 2838.836670
	Iteration 13Q: 3 clusters Score -349013.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -349039.656250 Penalty: 2838.836670
	Iteration 14Q: 3 clusters Score -349039.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -349060.656250 Penalty: 2838.836670
	Iteration 15Q: 3 clusters Score -349060.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -349072.281250 Penalty: 2838.836670
	Iteration 16Q: 3 clusters Score -349072.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -349078.093750 Penalty: 2838.836670
	Iteration 17Q: 3 clusters Score -349078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -349081.250000 Penalty: 2838.836670
	Iteration 18Q: 3 clusters Score -349081.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -349085.156250 Penalty: 2838.836670
	Iteration 19Q: 3 clusters Score -349085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -349087.125000 Penalty: 2838.836670
	Iteration 20F: 3 clusters Score -349087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -349089.843750 Penalty: 2838.836670
	Iteration 21Q: 3 clusters Score -349089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -349091.500000 Penalty: 2838.836670
	Iteration 22Q: 3 clusters Score -349091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -349093.562500 Penalty: 2838.836670
	Iteration 23Q: 3 clusters Score -349093.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -349096.187500 Penalty: 2838.836670
	Iteration 24Q: 3 clusters Score -349096.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -349099.062500 Penalty: 2838.836670
	Iteration 25Q: 3 clusters Score -349099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -349100.656250 Penalty: 2838.836670
	Iteration 26Q: 3 clusters Score -349100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -349101.843750 Penalty: 2838.836670
	Iteration 27Q: 3 clusters Score -349101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -349102.031250 Penalty: 2838.836670
	Iteration 28Q: 3 clusters Score -349102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -349102.031250 Penalty: 2838.836670
	Iteration 29F: 3 clusters Score -349102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Entering Unmasked Estep 
Score: -766091.312500 Penalty: 1543.241699
	Iteration 0F: 2 clusters Score -766091.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -756741.875000 Penalty: 3086.483398
	Iteration 0F: 3 clusters Score -756741.9 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -759929.875000 Penalty: 3086.483398
	Iteration 1F: 3 clusters Score -759929.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -760166.562500 Penalty: 3086.483398
	Iteration 2F: 3 clusters Score -760166.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -760354.500000 Penalty: 3086.483398
	Iteration 3Q: 3 clusters Score -760354.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -760508.750000 Penalty: 3086.483398
	Iteration 4Q: 3 clusters Score -760508.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -760667.500000 Penalty: 3086.483398
	Iteration 5Q: 3 clusters Score -760667.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -760883.750000 Penalty: 3086.483398
	Iteration 6Q: 3 clusters Score -760883.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -761223.062500 Penalty: 3086.483398
	Iteration 7Q: 3 clusters Score -761223.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -761725.125000 Penalty: 3086.483398
	Iteration 8F: 3 clusters Score -761725.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -762414.312500 Penalty: 3086.483398
	Iteration 9F: 3 clusters Score -762414.3 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -763215.500000 Penalty: 3086.483398
	Iteration 10F: 3 clusters Score -763215.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -763938.125000 Penalty: 3086.483398
	Iteration 11F: 3 clusters Score -763938.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -764370.812500 Penalty: 3086.483398
	Iteration 12Q: 3 clusters Score -764370.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -764560.687500 Penalty: 3086.483398
	Iteration 13Q: 3 clusters Score -764560.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -764662.312500 Penalty: 3086.483398
	Iteration 14Q: 3 clusters Score -764662.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -764714.375000 Penalty: 3086.483398
	Iteration 15Q: 3 clusters Score -764714.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -764738.687500 Penalty: 3086.483398
	Iteration 16Q: 3 clusters Score -764738.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -764761.375000 Penalty: 3086.483398
	Iteration 17Q: 3 clusters Score -764761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -764771.562500 Penalty: 3086.483398
	Iteration 18Q: 3 clusters Score -764771.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -764781.437500 Penalty: 3086.483398
	Iteration 19Q: 3 clusters Score -764781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -764784.625000 Penalty: 3086.483398
	Iteration 20F: 3 clusters Score -764784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -764790.625000 Penalty: 3086.483398
	Iteration 21Q: 3 clusters Score -764790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -764794.562500 Penalty: 3086.483398
	Iteration 22Q: 3 clusters Score -764794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -764799.750000 Penalty: 3086.483398
	Iteration 23Q: 3 clusters Score -764799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -764805.937500 Penalty: 3086.483398
	Iteration 24Q: 3 clusters Score -764805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -764806.500000 Penalty: 3086.483398
	Iteration 25Q: 3 clusters Score -764806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -764812.937500 Penalty: 3086.483398
	Iteration 26Q: 3 clusters Score -764812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -764816.000000 Penalty: 3086.483398
	Iteration 27Q: 3 clusters Score -764816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -764819.562500 Penalty: 3086.483398
	Iteration 28Q: 3 clusters Score -764819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -764823.937500 Penalty: 3086.483398
	Iteration 29Q: 3 clusters Score -764823.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -764826.000000 Penalty: 3086.483398
	Iteration 30Q: 3 clusters Score -764826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -764828.125000 Penalty: 3086.483398
	Iteration 31Q: 3 clusters Score -764828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -764828.125000 Penalty: 3086.483398
	Iteration 32F: 3 clusters Score -764828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -332513.000000 Penalty: 1405.221802
	Iteration 0F: 2 clusters Score -332513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -328098.093750 Penalty: 2810.443604
	Iteration 0F: 3 clusters Score -328098.1 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -329387.531250 Penalty: 2810.443604
	Iteration 1F: 3 clusters Score -329387.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -329639.531250 Penalty: 2810.443604
	Iteration 2F: 3 clusters Score -329639.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -329855.656250 Penalty: 2810.443604
	Iteration 3F: 3 clusters Score -329855.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -330069.906250 Penalty: 2810.443604
	Iteration 4F: 3 clusters Score -330069.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -330270.906250 Penalty: 2810.443604
	Iteration 5F: 3 clusters Score -330270.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -330448.656250 Penalty: 2810.443604
	Iteration 6F: 3 clusters Score -330448.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -330593.093750 Penalty: 2810.443604
	Iteration 7Q: 3 clusters Score -330593.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -330715.562500 Penalty: 2810.443604
	Iteration 8Q: 3 clusters Score -330715.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -330816.937500 Penalty: 2810.443604
	Iteration 9Q: 3 clusters Score -330816.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -330889.781250 Penalty: 2810.443604
	Iteration 10Q: 3 clusters Score -330889.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -330936.156250 Penalty: 2810.443604
	Iteration 11Q: 3 clusters Score -330936.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -330965.000000 Penalty: 2810.443604
	Iteration 12Q: 3 clusters Score -330965 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -330981.125000 Penalty: 2810.443604
	Iteration 13Q: 3 clusters Score -330981.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -330991.562500 Penalty: 2810.443604
	Iteration 14Q: 3 clusters Score -330991.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -331001.312500 Penalty: 2810.443604
	Iteration 15Q: 3 clusters Score -331001.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -331012.406250 Penalty: 2810.443604
	Iteration 16Q: 3 clusters Score -331012.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -331023.468750 Penalty: 2810.443604
	Iteration 17Q: 3 clusters Score -331023.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -331031.125000 Penalty: 2810.443604
	Iteration 18Q: 3 clusters Score -331031.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -331038.812500 Penalty: 2810.443604
	Iteration 19Q: 3 clusters Score -331038.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -331045.937500 Penalty: 2810.443604
	Iteration 20F: 3 clusters Score -331045.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -331053.406250 Penalty: 2810.443604
	Iteration 21Q: 3 clusters Score -331053.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -331058.625000 Penalty: 2810.443604
	Iteration 22Q: 3 clusters Score -331058.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -331061.406250 Penalty: 2810.443604
	Iteration 23Q: 3 clusters Score -331061.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -331065.156250 Penalty: 2810.443604
	Iteration 24Q: 3 clusters Score -331065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -331069.875000 Penalty: 2810.443604
	Iteration 25Q: 3 clusters Score -331069.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -331072.906250 Penalty: 2810.443604
	Iteration 26Q: 3 clusters Score -331072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -331075.406250 Penalty: 2810.443604
	Iteration 27Q: 3 clusters Score -331075.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -331079.062500 Penalty: 2810.443604
	Iteration 28Q: 3 clusters Score -331079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -331079.843750 Penalty: 2810.443604
	Iteration 29Q: 3 clusters Score -331079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -331081.968750 Penalty: 2810.443604
	Iteration 30Q: 3 clusters Score -331082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331082.250000 Penalty: 2810.443604
	Iteration 31Q: 3 clusters Score -331082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -331083.093750 Penalty: 2810.443604
	Iteration 32Q: 3 clusters Score -331083.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -331084.625000 Penalty: 2810.443604
	Iteration 33Q: 3 clusters Score -331084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -331084.593750 Penalty: 2810.443604
	Iteration 34Q: 3 clusters Score -331084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -331084.593750 Penalty: 2810.443604
	Iteration 35F: 3 clusters Score -331084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Entering Unmasked Estep 
Score: -67890.109375 Penalty: 1164.768921
	Iteration 0F: 2 clusters Score -67890.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -66246.445312 Penalty: 2329.537842
	Iteration 0F: 3 clusters Score -66246.45 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -66653.414062 Penalty: 2329.537842
	Iteration 1F: 3 clusters Score -66653.41 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -66838.257812 Penalty: 2329.537842
	Iteration 2F: 3 clusters Score -66838.26 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -66986.546875 Penalty: 2329.537842
	Iteration 3F: 3 clusters Score -66986.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -67149.703125 Penalty: 2329.537842
	Iteration 4F: 3 clusters Score -67149.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67323.062500 Penalty: 2329.537842
	Iteration 5F: 3 clusters Score -67323.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67393.039062 Penalty: 2329.537842
	Iteration 6Q: 3 clusters Score -67393.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67443.023438 Penalty: 2329.537842
	Iteration 7Q: 3 clusters Score -67443.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67482.085938 Penalty: 2329.537842
	Iteration 8Q: 3 clusters Score -67482.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67505.992188 Penalty: 2329.537842
	Iteration 9Q: 3 clusters Score -67505.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67536.671875 Penalty: 2329.537842
	Iteration 10Q: 3 clusters Score -67536.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -67556.203125 Penalty: 2329.537842
	Iteration 11Q: 3 clusters Score -67556.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67575.953125 Penalty: 2329.537842
	Iteration 12Q: 3 clusters Score -67575.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67588.312500 Penalty: 2329.537842
	Iteration 13Q: 3 clusters Score -67588.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67608.820312 Penalty: 2329.537842
	Iteration 14Q: 3 clusters Score -67608.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67639.820312 Penalty: 2329.537842
	Iteration 15Q: 3 clusters Score -67639.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67664.953125 Penalty: 2329.537842
	Iteration 16Q: 3 clusters Score -67664.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67689.343750 Penalty: 2329.537842
	Iteration 17Q: 3 clusters Score -67689.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67735.296875 Penalty: 2329.537842
	Iteration 18Q: 3 clusters Score -67735.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67779.101562 Penalty: 2329.537842
	Iteration 19Q: 3 clusters Score -67779.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67830.179688 Penalty: 2329.537842
	Iteration 20F: 3 clusters Score -67830.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67896.984375 Penalty: 2329.537842
	Iteration 21Q: 3 clusters Score -67896.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67991.125000 Penalty: 2329.537842
	Iteration 22Q: 3 clusters Score -67991.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68078.195312 Penalty: 2329.537842
	Iteration 23Q: 3 clusters Score -68078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68127.062500 Penalty: 2329.537842
	Iteration 24Q: 3 clusters Score -68127.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68150.093750 Penalty: 2329.537842
	Iteration 25Q: 3 clusters Score -68150.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68167.695312 Penalty: 2329.537842
	Iteration 26Q: 3 clusters Score -68167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68168.710938 Penalty: 2329.537842
	Iteration 27Q: 3 clusters Score -68168.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68168.710938 Penalty: 2329.537842
	Iteration 28F: 3 clusters Score -68168.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 3145 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 277 members 
Entering Unmasked Estep 
Score: -12692564.000000 Penalty: 74330.578125
Splitting cluster 21 changes total score from -12692630.000000 to -12692564.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (10121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Entering Unmasked Estep 
Score: -595377.750000 Penalty: 1498.634644
	Iteration 0F: 2 clusters Score -595377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -588115.187500 Penalty: 2997.269287
	Iteration 0F: 3 clusters Score -588115.2 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -590560.812500 Penalty: 2997.269287
	Iteration 1F: 3 clusters Score -590560.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -590839.687500 Penalty: 2997.269287
	Iteration 2F: 3 clusters Score -590839.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -591104.875000 Penalty: 2997.269287
	Iteration 3Q: 3 clusters Score -591104.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -591378.125000 Penalty: 2997.269287
	Iteration 4Q: 3 clusters Score -591378.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -591638.375000 Penalty: 2997.269287
	Iteration 5Q: 3 clusters Score -591638.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -591892.625000 Penalty: 2997.269287
	Iteration 6Q: 3 clusters Score -591892.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -592145.812500 Penalty: 2997.269287
	Iteration 7Q: 3 clusters Score -592145.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -592404.562500 Penalty: 2997.269287
	Iteration 8Q: 3 clusters Score -592404.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -592714.375000 Penalty: 2997.269287
	Iteration 9Q: 3 clusters Score -592714.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -593097.812500 Penalty: 2997.269287
	Iteration 10Q: 3 clusters Score -593097.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -593588.937500 Penalty: 2997.269287
	Iteration 11F: 3 clusters Score -593588.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -594075.625000 Penalty: 2997.269287
	Iteration 12F: 3 clusters Score -594075.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -594472.875000 Penalty: 2997.269287
	Iteration 13Q: 3 clusters Score -594472.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -594769.250000 Penalty: 2997.269287
	Iteration 14Q: 3 clusters Score -594769.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -594920.875000 Penalty: 2997.269287
	Iteration 15Q: 3 clusters Score -594920.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -595007.875000 Penalty: 2997.269287
	Iteration 16Q: 3 clusters Score -595007.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -595060.250000 Penalty: 2997.269287
	Iteration 17Q: 3 clusters Score -595060.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -595096.125000 Penalty: 2997.269287
	Iteration 18Q: 3 clusters Score -595096.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -595127.937500 Penalty: 2997.269287
	Iteration 19Q: 3 clusters Score -595127.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -595149.750000 Penalty: 2997.269287
	Iteration 20F: 3 clusters Score -595149.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -595163.750000 Penalty: 2997.269287
	Iteration 21Q: 3 clusters Score -595163.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -595171.812500 Penalty: 2997.269287
	Iteration 22Q: 3 clusters Score -595171.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -595179.312500 Penalty: 2997.269287
	Iteration 23Q: 3 clusters Score -595179.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -595184.937500 Penalty: 2997.269287
	Iteration 24Q: 3 clusters Score -595184.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -595193.062500 Penalty: 2997.269287
	Iteration 25Q: 3 clusters Score -595193.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -595200.875000 Penalty: 2997.269287
	Iteration 26Q: 3 clusters Score -595200.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -595205.000000 Penalty: 2997.269287
	Iteration 27Q: 3 clusters Score -595205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -595208.187500 Penalty: 2997.269287
	Iteration 28Q: 3 clusters Score -595208.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -595212.625000 Penalty: 2997.269287
	Iteration 29Q: 3 clusters Score -595212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -595212.875000 Penalty: 2997.269287
	Iteration 30Q: 3 clusters Score -595212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -595213.812500 Penalty: 2997.269287
	Iteration 31Q: 3 clusters Score -595213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -595215.437500 Penalty: 2997.269287
	Iteration 32Q: 3 clusters Score -595215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -595215.562500 Penalty: 2997.269287
	Iteration 33Q: 3 clusters Score -595215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -595215.125000 Penalty: 2997.269287
	Iteration 34Q: 3 clusters Score -595215.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -595218.125000 Penalty: 2997.269287
	Iteration 35Q: 3 clusters Score -595218.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -595217.937500 Penalty: 2997.269287
	Iteration 36Q: 3 clusters Score -595217.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -595220.937500 Penalty: 2997.269287
	Iteration 37Q: 3 clusters Score -595220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -595221.625000 Penalty: 2997.269287
	Iteration 38Q: 3 clusters Score -595221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -595220.750000 Penalty: 2997.269287
	Iteration 39Q: 3 clusters Score -595220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -595221.812500 Penalty: 2997.269287
	Iteration 40F: 3 clusters Score -595221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -595221.750000 Penalty: 2997.269287
	Iteration 41Q: 3 clusters Score -595221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -595221.812500 Penalty: 2997.269287
	Iteration 42Q: 3 clusters Score -595221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -595221.750000 Penalty: 2997.269287
	Iteration 43Q: 3 clusters Score -595221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -595221.687500 Penalty: 2997.269287
	Iteration 44Q: 3 clusters Score -595221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -595221.687500 Penalty: 2997.269287
	Iteration 45F: 3 clusters Score -595221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Entering Unmasked Estep 
Score: -1501661.625000 Penalty: 1647.033447
	Iteration 0F: 2 clusters Score -1501662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1484651.250000 Penalty: 3294.066895
	Iteration 0F: 3 clusters Score -1484651 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1491135.000000 Penalty: 3294.066895
	Iteration 1F: 3 clusters Score -1491135 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1491637.250000 Penalty: 3294.066895
	Iteration 2F: 3 clusters Score -1491637 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1492223.250000 Penalty: 3294.066895
	Iteration 3F: 3 clusters Score -1492223 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1492938.625000 Penalty: 3294.066895
	Iteration 4F: 3 clusters Score -1492939 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1493926.625000 Penalty: 3294.066895
	Iteration 5F: 3 clusters Score -1493927 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1495168.875000 Penalty: 3294.066895
	Iteration 6F: 3 clusters Score -1495169 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1496597.250000 Penalty: 3294.066895
	Iteration 7F: 3 clusters Score -1496597 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1497896.125000 Penalty: 3294.066895
	Iteration 8F: 3 clusters Score -1497896 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1498845.250000 Penalty: 3294.066895
	Iteration 9Q: 3 clusters Score -1498845 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1499457.250000 Penalty: 3294.066895
	Iteration 10Q: 3 clusters Score -1499457 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1499831.750000 Penalty: 3294.066895
	Iteration 11Q: 3 clusters Score -1499832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1499990.125000 Penalty: 3294.066895
	Iteration 12Q: 3 clusters Score -1499990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1500084.625000 Penalty: 3294.066895
	Iteration 13Q: 3 clusters Score -1500085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1500125.375000 Penalty: 3294.066895
	Iteration 14Q: 3 clusters Score -1500125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1500169.125000 Penalty: 3294.066895
	Iteration 15Q: 3 clusters Score -1500169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1500198.125000 Penalty: 3294.066895
	Iteration 16Q: 3 clusters Score -1500198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1500219.625000 Penalty: 3294.066895
	Iteration 17Q: 3 clusters Score -1500220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1500228.875000 Penalty: 3294.066895
	Iteration 18Q: 3 clusters Score -1500229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1500233.250000 Penalty: 3294.066895
	Iteration 19Q: 3 clusters Score -1500233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1500239.625000 Penalty: 3294.066895
	Iteration 20F: 3 clusters Score -1500240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1500248.000000 Penalty: 3294.066895
	Iteration 21Q: 3 clusters Score -1500248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1500253.875000 Penalty: 3294.066895
	Iteration 22Q: 3 clusters Score -1500254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1500258.250000 Penalty: 3294.066895
	Iteration 23Q: 3 clusters Score -1500258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1500259.125000 Penalty: 3294.066895
	Iteration 24Q: 3 clusters Score -1500259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1500259.125000 Penalty: 3294.066895
	Iteration 25F: 3 clusters Score -1500259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -163237.156250 Penalty: 1293.949097
	Iteration 0F: 2 clusters Score -163237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -160652.015625 Penalty: 2587.898193
	Iteration 0F: 3 clusters Score -160652 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -161396.234375 Penalty: 2587.898193
	Iteration 1F: 3 clusters Score -161396.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -161698.734375 Penalty: 2587.898193
	Iteration 2F: 3 clusters Score -161698.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -161963.500000 Penalty: 2587.898193
	Iteration 3F: 3 clusters Score -161963.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -162154.984375 Penalty: 2587.898193
	Iteration 4F: 3 clusters Score -162155 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -162323.406250 Penalty: 2587.898193
	Iteration 5F: 3 clusters Score -162323.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -162435.437500 Penalty: 2587.898193
	Iteration 6Q: 3 clusters Score -162435.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -162515.734375 Penalty: 2587.898193
	Iteration 7Q: 3 clusters Score -162515.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162577.671875 Penalty: 2587.898193
	Iteration 8Q: 3 clusters Score -162577.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -162604.843750 Penalty: 2587.898193
	Iteration 9Q: 3 clusters Score -162604.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -162622.000000 Penalty: 2587.898193
	Iteration 10Q: 3 clusters Score -162622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162628.093750 Penalty: 2587.898193
	Iteration 11Q: 3 clusters Score -162628.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -162632.843750 Penalty: 2587.898193
	Iteration 12Q: 3 clusters Score -162632.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162636.593750 Penalty: 2587.898193
	Iteration 13Q: 3 clusters Score -162636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162642.296875 Penalty: 2587.898193
	Iteration 14Q: 3 clusters Score -162642.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162646.718750 Penalty: 2587.898193
	Iteration 15Q: 3 clusters Score -162646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162651.843750 Penalty: 2587.898193
	Iteration 16Q: 3 clusters Score -162651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -162659.718750 Penalty: 2587.898193
	Iteration 17Q: 3 clusters Score -162659.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162667.921875 Penalty: 2587.898193
	Iteration 18Q: 3 clusters Score -162667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -162677.687500 Penalty: 2587.898193
	Iteration 19Q: 3 clusters Score -162677.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -162683.859375 Penalty: 2587.898193
	Iteration 20F: 3 clusters Score -162683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162691.765625 Penalty: 2587.898193
	Iteration 21Q: 3 clusters Score -162691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -162699.703125 Penalty: 2587.898193
	Iteration 22Q: 3 clusters Score -162699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162705.015625 Penalty: 2587.898193
	Iteration 23Q: 3 clusters Score -162705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162710.468750 Penalty: 2587.898193
	Iteration 24Q: 3 clusters Score -162710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162717.750000 Penalty: 2587.898193
	Iteration 25Q: 3 clusters Score -162717.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -162730.375000 Penalty: 2587.898193
	Iteration 26Q: 3 clusters Score -162730.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -162748.468750 Penalty: 2587.898193
	Iteration 27Q: 3 clusters Score -162748.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162766.625000 Penalty: 2587.898193
	Iteration 28Q: 3 clusters Score -162766.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162801.046875 Penalty: 2587.898193
	Iteration 29Q: 3 clusters Score -162801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162845.968750 Penalty: 2587.898193
	Iteration 30Q: 3 clusters Score -162846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -162880.640625 Penalty: 2587.898193
	Iteration 31Q: 3 clusters Score -162880.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -162906.828125 Penalty: 2587.898193
	Iteration 32Q: 3 clusters Score -162906.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162926.093750 Penalty: 2587.898193
	Iteration 33Q: 3 clusters Score -162926.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -162940.015625 Penalty: 2587.898193
	Iteration 34Q: 3 clusters Score -162940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -162951.875000 Penalty: 2587.898193
	Iteration 35Q: 3 clusters Score -162951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -162958.609375 Penalty: 2587.898193
	Iteration 36Q: 3 clusters Score -162958.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -162968.187500 Penalty: 2587.898193
	Iteration 37Q: 3 clusters Score -162968.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -162977.953125 Penalty: 2587.898193
	Iteration 38Q: 3 clusters Score -162978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -162987.250000 Penalty: 2587.898193
	Iteration 39Q: 3 clusters Score -162987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162991.031250 Penalty: 2587.898193
	Iteration 40F: 3 clusters Score -162991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -162991.640625 Penalty: 2587.898193
	Iteration 41Q: 3 clusters Score -162991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162993.468750 Penalty: 2587.898193
	Iteration 42Q: 3 clusters Score -162993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -162994.281250 Penalty: 2587.898193
	Iteration 43Q: 3 clusters Score -162994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -162994.593750 Penalty: 2587.898193
	Iteration 44Q: 3 clusters Score -162994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -162994.593750 Penalty: 2587.898193
	Iteration 45F: 3 clusters Score -162994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -101723.523438 Penalty: 1220.177856
	Iteration 0F: 2 clusters Score -101723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -99729.640625 Penalty: 2440.355713
	Iteration 0F: 3 clusters Score -99729.64 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -100230.304688 Penalty: 2440.355713
	Iteration 1F: 3 clusters Score -100230.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -100523.296875 Penalty: 2440.355713
	Iteration 2F: 3 clusters Score -100523.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -100786.343750 Penalty: 2440.355713
	Iteration 3F: 3 clusters Score -100786.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101022.679688 Penalty: 2440.355713
	Iteration 4F: 3 clusters Score -101022.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -101174.375000 Penalty: 2440.355713
	Iteration 5Q: 3 clusters Score -101174.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -101278.906250 Penalty: 2440.355713
	Iteration 6Q: 3 clusters Score -101278.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -101337.710938 Penalty: 2440.355713
	Iteration 7Q: 3 clusters Score -101337.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -101371.437500 Penalty: 2440.355713
	Iteration 8Q: 3 clusters Score -101371.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -101393.804688 Penalty: 2440.355713
	Iteration 9Q: 3 clusters Score -101393.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -101427.484375 Penalty: 2440.355713
	Iteration 10Q: 3 clusters Score -101427.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -101454.375000 Penalty: 2440.355713
	Iteration 11Q: 3 clusters Score -101454.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -101496.570312 Penalty: 2440.355713
	Iteration 12Q: 3 clusters Score -101496.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -101555.687500 Penalty: 2440.355713
	Iteration 13Q: 3 clusters Score -101555.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -101683.984375 Penalty: 2440.355713
	Iteration 14Q: 3 clusters Score -101684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -101917.234375 Penalty: 2440.355713
	Iteration 15Q: 3 clusters Score -101917.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -102296.929688 Penalty: 2440.355713
	Iteration 16Q: 3 clusters Score -102296.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -102556.828125 Penalty: 2440.355713
	Iteration 17Q: 3 clusters Score -102556.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -102610.640625 Penalty: 2440.355713
	Iteration 18Q: 3 clusters Score -102610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -102631.195312 Penalty: 2440.355713
	Iteration 19Q: 3 clusters Score -102631.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -102635.000000 Penalty: 2440.355713
	Iteration 20F: 3 clusters Score -102635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 15130 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 3145 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 841 members 
Entering Unmasked Estep 
Score: -12693241.000000 Penalty: 74330.578125
Splitting cluster 25 changes total score from -12692630.000000 to -12693241.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (11233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Entering Unmasked Estep 
Score: -652666.562500 Penalty: 1515.574341
	Iteration 0F: 2 clusters Score -652666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -644748.500000 Penalty: 3031.148682
	Iteration 0F: 3 clusters Score -644748.5 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -647438.187500 Penalty: 3031.148682
	Iteration 1F: 3 clusters Score -647438.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -647758.562500 Penalty: 3031.148682
	Iteration 2F: 3 clusters Score -647758.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -648074.312500 Penalty: 3031.148682
	Iteration 3F: 3 clusters Score -648074.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -648410.125000 Penalty: 3031.148682
	Iteration 4F: 3 clusters Score -648410.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -648773.812500 Penalty: 3031.148682
	Iteration 5F: 3 clusters Score -648773.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -649180.250000 Penalty: 3031.148682
	Iteration 6F: 3 clusters Score -649180.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -649541.437500 Penalty: 3031.148682
	Iteration 7F: 3 clusters Score -649541.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -649841.500000 Penalty: 3031.148682
	Iteration 8Q: 3 clusters Score -649841.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -650090.000000 Penalty: 3031.148682
	Iteration 9Q: 3 clusters Score -650090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -650337.437500 Penalty: 3031.148682
	Iteration 10Q: 3 clusters Score -650337.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -650573.312500 Penalty: 3031.148682
	Iteration 11Q: 3 clusters Score -650573.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -650792.375000 Penalty: 3031.148682
	Iteration 12Q: 3 clusters Score -650792.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -650994.187500 Penalty: 3031.148682
	Iteration 13Q: 3 clusters Score -650994.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -651167.562500 Penalty: 3031.148682
	Iteration 14Q: 3 clusters Score -651167.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -651307.500000 Penalty: 3031.148682
	Iteration 15Q: 3 clusters Score -651307.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -651412.187500 Penalty: 3031.148682
	Iteration 16Q: 3 clusters Score -651412.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -651478.125000 Penalty: 3031.148682
	Iteration 17Q: 3 clusters Score -651478.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -651526.000000 Penalty: 3031.148682
	Iteration 18Q: 3 clusters Score -651526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -651558.562500 Penalty: 3031.148682
	Iteration 19Q: 3 clusters Score -651558.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -651578.125000 Penalty: 3031.148682
	Iteration 20F: 3 clusters Score -651578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -651587.812500 Penalty: 3031.148682
	Iteration 21Q: 3 clusters Score -651587.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -651594.812500 Penalty: 3031.148682
	Iteration 22Q: 3 clusters Score -651594.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -651601.125000 Penalty: 3031.148682
	Iteration 23Q: 3 clusters Score -651601.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -651606.937500 Penalty: 3031.148682
	Iteration 24Q: 3 clusters Score -651606.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -651615.437500 Penalty: 3031.148682
	Iteration 25Q: 3 clusters Score -651615.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -651621.062500 Penalty: 3031.148682
	Iteration 26Q: 3 clusters Score -651621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -651624.250000 Penalty: 3031.148682
	Iteration 27Q: 3 clusters Score -651624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -651626.062500 Penalty: 3031.148682
	Iteration 28Q: 3 clusters Score -651626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -651629.312500 Penalty: 3031.148682
	Iteration 29Q: 3 clusters Score -651629.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -651634.875000 Penalty: 3031.148682
	Iteration 30Q: 3 clusters Score -651634.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -651640.562500 Penalty: 3031.148682
	Iteration 31Q: 3 clusters Score -651640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -651647.562500 Penalty: 3031.148682
	Iteration 32Q: 3 clusters Score -651647.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -651652.125000 Penalty: 3031.148682
	Iteration 33Q: 3 clusters Score -651652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -651655.687500 Penalty: 3031.148682
	Iteration 34Q: 3 clusters Score -651655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -651657.500000 Penalty: 3031.148682
	Iteration 35Q: 3 clusters Score -651657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -651658.125000 Penalty: 3031.148682
	Iteration 36Q: 3 clusters Score -651658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -651658.125000 Penalty: 3031.148682
	Iteration 37F: 3 clusters Score -651658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Entering Unmasked Estep 
Score: -876184.875000 Penalty: 1563.970581
	Iteration 0F: 2 clusters Score -876184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -865799.312500 Penalty: 3127.941162
	Iteration 0F: 3 clusters Score -865799.3 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -869730.562500 Penalty: 3127.941162
	Iteration 1F: 3 clusters Score -869730.6 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -870413.312500 Penalty: 3127.941162
	Iteration 2F: 3 clusters Score -870413.3 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -871133.250000 Penalty: 3127.941162
	Iteration 3F: 3 clusters Score -871133.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -871946.687500 Penalty: 3127.941162
	Iteration 4F: 3 clusters Score -871946.7 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -872799.312500 Penalty: 3127.941162
	Iteration 5F: 3 clusters Score -872799.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -873718.750000 Penalty: 3127.941162
	Iteration 6F: 3 clusters Score -873718.8 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -874446.937500 Penalty: 3127.941162
	Iteration 7F: 3 clusters Score -874446.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -875002.437500 Penalty: 3127.941162
	Iteration 8Q: 3 clusters Score -875002.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -875450.187500 Penalty: 3127.941162
	Iteration 9Q: 3 clusters Score -875450.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -875810.062500 Penalty: 3127.941162
	Iteration 10Q: 3 clusters Score -875810.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -876025.312500 Penalty: 3127.941162
	Iteration 11Q: 3 clusters Score -876025.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -876157.750000 Penalty: 3127.941162
	Iteration 12Q: 3 clusters Score -876157.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -876305.812500 Penalty: 3127.941162
	Iteration 13Q: 3 clusters Score -876305.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -876526.937500 Penalty: 3127.941162
	Iteration 14Q: 3 clusters Score -876526.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -876693.312500 Penalty: 3127.941162
	Iteration 15Q: 3 clusters Score -876693.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -876762.062500 Penalty: 3127.941162
	Iteration 16Q: 3 clusters Score -876762.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -876793.875000 Penalty: 3127.941162
	Iteration 17Q: 3 clusters Score -876793.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -876815.187500 Penalty: 3127.941162
	Iteration 18Q: 3 clusters Score -876815.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -876832.687500 Penalty: 3127.941162
	Iteration 19Q: 3 clusters Score -876832.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -876843.687500 Penalty: 3127.941162
	Iteration 20F: 3 clusters Score -876843.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -876847.625000 Penalty: 3127.941162
	Iteration 21Q: 3 clusters Score -876847.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -876854.937500 Penalty: 3127.941162
	Iteration 22Q: 3 clusters Score -876854.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -876857.625000 Penalty: 3127.941162
	Iteration 23Q: 3 clusters Score -876857.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -876861.562500 Penalty: 3127.941162
	Iteration 24Q: 3 clusters Score -876861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -876862.500000 Penalty: 3127.941162
	Iteration 25Q: 3 clusters Score -876862.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -876865.875000 Penalty: 3127.941162
	Iteration 26Q: 3 clusters Score -876865.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -876868.375000 Penalty: 3127.941162
	Iteration 27Q: 3 clusters Score -876868.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -876869.375000 Penalty: 3127.941162
	Iteration 28Q: 3 clusters Score -876869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -876871.562500 Penalty: 3127.941162
	Iteration 29Q: 3 clusters Score -876871.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -876871.062500 Penalty: 3127.941162
	Iteration 30Q: 3 clusters Score -876871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -876870.687500 Penalty: 3127.941162
	Iteration 31Q: 3 clusters Score -876870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -876875.375000 Penalty: 3127.941162
	Iteration 32Q: 3 clusters Score -876875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -876874.437500 Penalty: 3127.941162
	Iteration 33Q: 3 clusters Score -876874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -876875.687500 Penalty: 3127.941162
	Iteration 34Q: 3 clusters Score -876875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -876876.562500 Penalty: 3127.941162
	Iteration 35Q: 3 clusters Score -876876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -876878.812500 Penalty: 3127.941162
	Iteration 36Q: 3 clusters Score -876878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -876877.500000 Penalty: 3127.941162
	Iteration 37Q: 3 clusters Score -876877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -876877.062500 Penalty: 3127.941162
	Iteration 38Q: 3 clusters Score -876877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -876877.750000 Penalty: 3127.941162
	Iteration 39Q: 3 clusters Score -876877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -876877.750000 Penalty: 3127.941162
	Iteration 40F: 3 clusters Score -876877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 7947 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1020 members 
Mstep: Class 35 contains 3145 members 
Mstep: Class 36 contains 702 members 
Mstep: Class 37 contains 841 members 
Mstep: Class 38 contains 7183 members 
Entering Unmasked Estep 
Score: -12693437.000000 Penalty: 76339.515625
Splitting cluster 27 changes total score from -12692630.000000 to -12693437.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -64958.308594 Penalty: 1145.644897
	Iteration 0F: 2 clusters Score -64958.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63434.695312 Penalty: 2291.289795
	Iteration 0F: 3 clusters Score -63434.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -63686.707031 Penalty: 2291.289795
	Iteration 1F: 3 clusters Score -63686.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63753.902344 Penalty: 2291.289795
	Iteration 2F: 3 clusters Score -63753.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -63791.914062 Penalty: 2291.289795
	Iteration 3Q: 3 clusters Score -63791.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -63816.019531 Penalty: 2291.289795
	Iteration 4Q: 3 clusters Score -63816.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63847.851562 Penalty: 2291.289795
	Iteration 5Q: 3 clusters Score -63847.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -63870.769531 Penalty: 2291.289795
	Iteration 6Q: 3 clusters Score -63870.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -63904.296875 Penalty: 2291.289795
	Iteration 7Q: 3 clusters Score -63904.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -63934.453125 Penalty: 2291.289795
	Iteration 8Q: 3 clusters Score -63934.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -63958.386719 Penalty: 2291.289795
	Iteration 9Q: 3 clusters Score -63958.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -63976.105469 Penalty: 2291.289795
	Iteration 10Q: 3 clusters Score -63976.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -63986.460938 Penalty: 2291.289795
	Iteration 11Q: 3 clusters Score -63986.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -63996.500000 Penalty: 2291.289795
	Iteration 12Q: 3 clusters Score -63996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64005.105469 Penalty: 2291.289795
	Iteration 13Q: 3 clusters Score -64005.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -64010.363281 Penalty: 2291.289795
	Iteration 14Q: 3 clusters Score -64010.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64014.601562 Penalty: 2291.289795
	Iteration 15Q: 3 clusters Score -64014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -64021.769531 Penalty: 2291.289795
	Iteration 16Q: 3 clusters Score -64021.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -64026.941406 Penalty: 2291.289795
	Iteration 17Q: 3 clusters Score -64026.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -64032.566406 Penalty: 2291.289795
	Iteration 18Q: 3 clusters Score -64032.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -64046.730469 Penalty: 2291.289795
	Iteration 19Q: 3 clusters Score -64046.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -64055.488281 Penalty: 2291.289795
	Iteration 20F: 3 clusters Score -64055.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -64058.851562 Penalty: 2291.289795
	Iteration 21Q: 3 clusters Score -64058.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -64060.472656 Penalty: 2291.289795
	Iteration 22Q: 3 clusters Score -64060.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -64061.410156 Penalty: 2291.289795
	Iteration 23Q: 3 clusters Score -64061.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -64062.214844 Penalty: 2291.289795
	Iteration 24Q: 3 clusters Score -64062.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -64063.125000 Penalty: 2291.289795
	Iteration 25Q: 3 clusters Score -64063.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -64063.859375 Penalty: 2291.289795
	Iteration 26Q: 3 clusters Score -64063.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -64064.507812 Penalty: 2291.289795
	Iteration 27Q: 3 clusters Score -64064.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -64066.726562 Penalty: 2291.289795
	Iteration 28Q: 3 clusters Score -64066.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -64067.214844 Penalty: 2291.289795
	Iteration 29Q: 3 clusters Score -64067.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -64067.214844 Penalty: 2291.289795
	Iteration 30F: 3 clusters Score -64067.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Entering Unmasked Estep 
Score: -195744.890625 Penalty: 1330.707153
	Iteration 0F: 2 clusters Score -195744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -192658.656250 Penalty: 2661.414307
	Iteration 0F: 3 clusters Score -192658.7 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -193501.218750 Penalty: 2661.414307
	Iteration 1F: 3 clusters Score -193501.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -193696.812500 Penalty: 2661.414307
	Iteration 2F: 3 clusters Score -193696.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -193853.328125 Penalty: 2661.414307
	Iteration 3F: 3 clusters Score -193853.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -194003.531250 Penalty: 2661.414307
	Iteration 4F: 3 clusters Score -194003.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -194180.015625 Penalty: 2661.414307
	Iteration 5F: 3 clusters Score -194180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -194334.031250 Penalty: 2661.414307
	Iteration 6F: 3 clusters Score -194334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -194499.687500 Penalty: 2661.414307
	Iteration 7Q: 3 clusters Score -194499.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -194713.593750 Penalty: 2661.414307
	Iteration 8F: 3 clusters Score -194713.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -194902.515625 Penalty: 2661.414307
	Iteration 9F: 3 clusters Score -194902.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -195035.531250 Penalty: 2661.414307
	Iteration 10Q: 3 clusters Score -195035.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -195135.703125 Penalty: 2661.414307
	Iteration 11Q: 3 clusters Score -195135.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -195197.281250 Penalty: 2661.414307
	Iteration 12Q: 3 clusters Score -195197.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -195232.031250 Penalty: 2661.414307
	Iteration 13Q: 3 clusters Score -195232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -195262.234375 Penalty: 2661.414307
	Iteration 14Q: 3 clusters Score -195262.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -195279.031250 Penalty: 2661.414307
	Iteration 15Q: 3 clusters Score -195279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -195290.218750 Penalty: 2661.414307
	Iteration 16Q: 3 clusters Score -195290.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -195296.953125 Penalty: 2661.414307
	Iteration 17Q: 3 clusters Score -195297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -195300.109375 Penalty: 2661.414307
	Iteration 18Q: 3 clusters Score -195300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -195300.812500 Penalty: 2661.414307
	Iteration 19Q: 3 clusters Score -195300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -195301.734375 Penalty: 2661.414307
	Iteration 20F: 3 clusters Score -195301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -195302.000000 Penalty: 2661.414307
	Iteration 21Q: 3 clusters Score -195302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -195302.000000 Penalty: 2661.414307
	Iteration 22F: 3 clusters Score -195302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -164049.984375 Penalty: 1294.626709
	Iteration 0F: 2 clusters Score -164050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -161413.765625 Penalty: 2589.253418
	Iteration 0F: 3 clusters Score -161413.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -162164.781250 Penalty: 2589.253418
	Iteration 1F: 3 clusters Score -162164.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -162591.093750 Penalty: 2589.253418
	Iteration 2F: 3 clusters Score -162591.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -162987.375000 Penalty: 2589.253418
	Iteration 3F: 3 clusters Score -162987.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -163263.359375 Penalty: 2589.253418
	Iteration 4F: 3 clusters Score -163263.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -163405.265625 Penalty: 2589.253418
	Iteration 5F: 3 clusters Score -163405.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -163489.453125 Penalty: 2589.253418
	Iteration 6Q: 3 clusters Score -163489.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -163561.593750 Penalty: 2589.253418
	Iteration 7Q: 3 clusters Score -163561.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -163625.437500 Penalty: 2589.253418
	Iteration 8Q: 3 clusters Score -163625.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -163693.187500 Penalty: 2589.253418
	Iteration 9Q: 3 clusters Score -163693.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -163753.515625 Penalty: 2589.253418
	Iteration 10Q: 3 clusters Score -163753.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -163795.046875 Penalty: 2589.253418
	Iteration 11Q: 3 clusters Score -163795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -163818.734375 Penalty: 2589.253418
	Iteration 12Q: 3 clusters Score -163818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -163851.593750 Penalty: 2589.253418
	Iteration 13Q: 3 clusters Score -163851.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -163883.234375 Penalty: 2589.253418
	Iteration 14Q: 3 clusters Score -163883.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -163901.531250 Penalty: 2589.253418
	Iteration 15Q: 3 clusters Score -163901.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -163915.796875 Penalty: 2589.253418
	Iteration 16Q: 3 clusters Score -163915.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -163928.562500 Penalty: 2589.253418
	Iteration 17Q: 3 clusters Score -163928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -163934.140625 Penalty: 2589.253418
	Iteration 18Q: 3 clusters Score -163934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -163937.515625 Penalty: 2589.253418
	Iteration 19Q: 3 clusters Score -163937.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -163941.687500 Penalty: 2589.253418
	Iteration 20F: 3 clusters Score -163941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -163943.046875 Penalty: 2589.253418
	Iteration 21Q: 3 clusters Score -163943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -163943.984375 Penalty: 2589.253418
	Iteration 22Q: 3 clusters Score -163944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -163943.984375 Penalty: 2589.253418
	Iteration 23F: 3 clusters Score -163944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -114993.562500 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -114993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -112849.812500 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -112849.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -113328.070312 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -113328.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -113454.695312 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -113454.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -113508.593750 Penalty: 2488.155762
	Iteration 3Q: 3 clusters Score -113508.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113538.945312 Penalty: 2488.155762
	Iteration 4Q: 3 clusters Score -113538.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -113563.062500 Penalty: 2488.155762
	Iteration 5Q: 3 clusters Score -113563.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -113580.835938 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -113580.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -113596.601562 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -113596.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -113606.218750 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -113606.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -113613.250000 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -113613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -113625.648438 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -113625.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -113633.992188 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -113634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -113642.671875 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -113642.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -113649.453125 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -113649.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -113656.382812 Penalty: 2488.155762
	Iteration 14Q: 3 clusters Score -113656.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -113667.171875 Penalty: 2488.155762
	Iteration 15Q: 3 clusters Score -113667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -113675.445312 Penalty: 2488.155762
	Iteration 16Q: 3 clusters Score -113675.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -113684.218750 Penalty: 2488.155762
	Iteration 17Q: 3 clusters Score -113684.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -113693.140625 Penalty: 2488.155762
	Iteration 18Q: 3 clusters Score -113693.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -113702.054688 Penalty: 2488.155762
	Iteration 19Q: 3 clusters Score -113702.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -113712.460938 Penalty: 2488.155762
	Iteration 20F: 3 clusters Score -113712.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -113724.078125 Penalty: 2488.155762
	Iteration 21Q: 3 clusters Score -113724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -113733.234375 Penalty: 2488.155762
	Iteration 22Q: 3 clusters Score -113733.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -113744.875000 Penalty: 2488.155762
	Iteration 23Q: 3 clusters Score -113744.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113751.437500 Penalty: 2488.155762
	Iteration 24Q: 3 clusters Score -113751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -113758.531250 Penalty: 2488.155762
	Iteration 25Q: 3 clusters Score -113758.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -113765.843750 Penalty: 2488.155762
	Iteration 26Q: 3 clusters Score -113765.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -113780.789062 Penalty: 2488.155762
	Iteration 27Q: 3 clusters Score -113780.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -113789.718750 Penalty: 2488.155762
	Iteration 28Q: 3 clusters Score -113789.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -113797.914062 Penalty: 2488.155762
	Iteration 29Q: 3 clusters Score -113797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -113804.835938 Penalty: 2488.155762
	Iteration 30Q: 3 clusters Score -113804.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -113813.734375 Penalty: 2488.155762
	Iteration 31Q: 3 clusters Score -113813.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -113827.703125 Penalty: 2488.155762
	Iteration 32Q: 3 clusters Score -113827.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -113839.929688 Penalty: 2488.155762
	Iteration 33Q: 3 clusters Score -113839.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -113857.273438 Penalty: 2488.155762
	Iteration 34Q: 3 clusters Score -113857.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -113879.898438 Penalty: 2488.155762
	Iteration 35Q: 3 clusters Score -113879.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -113893.085938 Penalty: 2488.155762
	Iteration 36Q: 3 clusters Score -113893.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -113902.578125 Penalty: 2488.155762
	Iteration 37Q: 3 clusters Score -113902.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -113914.765625 Penalty: 2488.155762
	Iteration 38Q: 3 clusters Score -113914.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -113925.593750 Penalty: 2488.155762
	Iteration 39Q: 3 clusters Score -113925.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -113939.984375 Penalty: 2488.155762
	Iteration 40F: 3 clusters Score -113940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -113960.289062 Penalty: 2488.155762
	Iteration 41Q: 3 clusters Score -113960.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -113974.039062 Penalty: 2488.155762
	Iteration 42Q: 3 clusters Score -113974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113988.625000 Penalty: 2488.155762
	Iteration 43Q: 3 clusters Score -113988.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -114008.289062 Penalty: 2488.155762
	Iteration 44Q: 3 clusters Score -114008.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -114022.523438 Penalty: 2488.155762
	Iteration 45Q: 3 clusters Score -114022.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114032.742188 Penalty: 2488.155762
	Iteration 46Q: 3 clusters Score -114032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114039.515625 Penalty: 2488.155762
	Iteration 47Q: 3 clusters Score -114039.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114049.460938 Penalty: 2488.155762
	Iteration 48Q: 3 clusters Score -114049.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114058.726562 Penalty: 2488.155762
	Iteration 49Q: 3 clusters Score -114058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -114066.773438 Penalty: 2488.155762
	Iteration 50Q: 3 clusters Score -114066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114072.289062 Penalty: 2488.155762
	Iteration 51Q: 3 clusters Score -114072.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114081.421875 Penalty: 2488.155762
	Iteration 52Q: 3 clusters Score -114081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114087.570312 Penalty: 2488.155762
	Iteration 53Q: 3 clusters Score -114087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114095.507812 Penalty: 2488.155762
	Iteration 54Q: 3 clusters Score -114095.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -114104.835938 Penalty: 2488.155762
	Iteration 55Q: 3 clusters Score -114104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114110.078125 Penalty: 2488.155762
	Iteration 56Q: 3 clusters Score -114110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114113.257812 Penalty: 2488.155762
	Iteration 57Q: 3 clusters Score -114113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -114115.601562 Penalty: 2488.155762
	Iteration 58Q: 3 clusters Score -114115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114120.140625 Penalty: 2488.155762
	Iteration 59Q: 3 clusters Score -114120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114124.734375 Penalty: 2488.155762
	Iteration 60F: 3 clusters Score -114124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114128.007812 Penalty: 2488.155762
	Iteration 61Q: 3 clusters Score -114128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114132.757812 Penalty: 2488.155762
	Iteration 62Q: 3 clusters Score -114132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -114140.750000 Penalty: 2488.155762
	Iteration 63Q: 3 clusters Score -114140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -114146.484375 Penalty: 2488.155762
	Iteration 64Q: 3 clusters Score -114146.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -114149.453125 Penalty: 2488.155762
	Iteration 65Q: 3 clusters Score -114149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -114150.625000 Penalty: 2488.155762
	Iteration 66Q: 3 clusters Score -114150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114152.125000 Penalty: 2488.155762
	Iteration 67Q: 3 clusters Score -114152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -114152.601562 Penalty: 2488.155762
	Iteration 68Q: 3 clusters Score -114152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -114152.601562 Penalty: 2488.155762
	Iteration 69F: 3 clusters Score -114152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 28715 members 
Mstep: Class 13 contains 12490 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 10121 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 11233 members 
Mstep: Class 27 contains 7947 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3601 members 
Mstep: Class 30 contains 2884 members 
Mstep: Class 31 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695087.000000 Penalty: 76339.515625
Iteration 79Q: 39 clusters Score -1.269509e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 8 contains 12003 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 28592 members 
Mstep: Class 13 contains 12622 members 
Mstep: Class 14 contains 11537 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4507 members 
Mstep: Class 17 contains 425 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 13326 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 10220 members 
Mstep: Class 23 contains 25307 members 
Mstep: Class 24 contains 2773 members 
Mstep: Class 25 contains 1064 members 
Mstep: Class 26 contains 11219 members 
Mstep: Class 27 contains 7943 members 
Mstep: Class 28 contains 1153 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 2851 members 
Mstep: Class 31 contains 2113 members 
Mstep: Class 32 contains 462 members 
Mstep: Class 33 contains 1324 members 
Mstep: Class 34 contains 992 members 
Mstep: Class 35 contains 3078 members 
Mstep: Class 36 contains 699 members 
Mstep: Class 37 contains 828 members 
Mstep: Class 38 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696947.000000 Penalty: 76339.515625
Iteration 80F: 39 clusters Score -1.269695e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 14010 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 15724 members 
Mstep: Class 8 contains 11878 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 28512 members 
Mstep: Class 13 contains 12668 members 
Mstep: Class 14 contains 11530 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 16 contains 4630 members 
Mstep: Class 17 contains 421 members 
Mstep: Class 18 contains 6245 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 10045 members 
Mstep: Class 23 contains 25308 members 
Mstep: Class 24 contains 2691 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 11216 members 
Mstep: Class 27 contains 7917 members 
Mstep: Class 28 contains 1151 members 
Mstep: Class 29 contains 3588 members 
Mstep: Class 30 contains 2826 members 
Mstep: Class 31 contains 2086 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 1345 members 
Mstep: Class 34 contains 1174 members 
Mstep: Class 35 contains 3148 members 
Mstep: Class 36 contains 759 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 6965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697958.000000 Penalty: 76339.515625
Iteration 81Q: 39 clusters Score -1.269796e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 2493 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 15704 members 
Mstep: Class 8 contains 11797 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 6351 members 
Mstep: Class 12 contains 28462 members 
Mstep: Class 13 contains 12714 members 
Mstep: Class 14 contains 11526 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 4722 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 6255 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 5618 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9944 members 
Mstep: Class 23 contains 25331 members 
Mstep: Class 24 contains 2629 members 
Mstep: Class 25 contains 1152 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 3578 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 2071 members 
Mstep: Class 32 contains 532 members 
Mstep: Class 33 contains 1340 members 
Mstep: Class 34 contains 1255 members 
Mstep: Class 35 contains 3165 members 
Mstep: Class 36 contains 790 members 
Mstep: Class 37 contains 901 members 
Mstep: Class 38 contains 7074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698477.000000 Penalty: 76339.515625
Iteration 82Q: 39 clusters Score -1.269848e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 15694 members 
Mstep: Class 8 contains 11739 members 
Mstep: Class 9 contains 2108 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 28435 members 
Mstep: Class 13 contains 12756 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 2841 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 5607 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9887 members 
Mstep: Class 23 contains 25335 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7908 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 2805 members 
Mstep: Class 31 contains 2062 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 1337 members 
Mstep: Class 34 contains 1316 members 
Mstep: Class 35 contains 3174 members 
Mstep: Class 36 contains 804 members 
Mstep: Class 37 contains 919 members 
Mstep: Class 38 contains 7174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698634.000000 Penalty: 76339.515625
Iteration 83Q: 39 clusters Score -1.269863e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1006 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 5497 members 
Mstep: Class 7 contains 15691 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 9 contains 2136 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 28424 members 
Mstep: Class 13 contains 12783 members 
Mstep: Class 14 contains 11515 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 4789 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 6275 members 
Mstep: Class 19 contains 13303 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9854 members 
Mstep: Class 23 contains 25348 members 
Mstep: Class 24 contains 2541 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2805 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 538 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 1366 members 
Mstep: Class 35 contains 3178 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 938 members 
Mstep: Class 38 contains 7237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698761.000000 Penalty: 76339.515625
Iteration 84Q: 39 clusters Score -1.269876e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1003 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 15687 members 
Mstep: Class 8 contains 11618 members 
Mstep: Class 9 contains 2168 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 28416 members 
Mstep: Class 13 contains 12818 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 6284 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9826 members 
Mstep: Class 23 contains 25363 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 1205 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7922 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3582 members 
Mstep: Class 30 contains 2801 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 1330 members 
Mstep: Class 34 contains 1408 members 
Mstep: Class 35 contains 3183 members 
Mstep: Class 36 contains 812 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698922.000000 Penalty: 76339.515625
Iteration 85Q: 39 clusters Score -1.269892e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 15683 members 
Mstep: Class 8 contains 11573 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 6234 members 
Mstep: Class 12 contains 28415 members 
Mstep: Class 13 contains 12859 members 
Mstep: Class 14 contains 11507 members 
Mstep: Class 15 contains 2829 members 
Mstep: Class 16 contains 4813 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 6293 members 
Mstep: Class 19 contains 13295 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9793 members 
Mstep: Class 23 contains 25376 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 1219 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7944 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 2795 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 3184 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 962 members 
Mstep: Class 38 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699113.000000 Penalty: 76339.515625
Iteration 86Q: 39 clusters Score -1.269911e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13979 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 15685 members 
Mstep: Class 8 contains 11541 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 28413 members 
Mstep: Class 13 contains 12892 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 4815 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 13288 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9766 members 
Mstep: Class 23 contains 25376 members 
Mstep: Class 24 contains 2427 members 
Mstep: Class 25 contains 1225 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7969 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 2794 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 1496 members 
Mstep: Class 35 contains 3187 members 
Mstep: Class 36 contains 821 members 
Mstep: Class 37 contains 968 members 
Mstep: Class 38 contains 7285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699183.000000 Penalty: 76339.515625
Iteration 87Q: 39 clusters Score -1.269918e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1001 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13980 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 15685 members 
Mstep: Class 8 contains 11495 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 28411 members 
Mstep: Class 13 contains 12920 members 
Mstep: Class 14 contains 11500 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4814 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 13288 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 25374 members 
Mstep: Class 24 contains 2398 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7979 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 2795 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1324 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 3196 members 
Mstep: Class 36 contains 824 members 
Mstep: Class 37 contains 974 members 
Mstep: Class 38 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699252.000000 Penalty: 76339.515625
Iteration 88Q: 39 clusters Score -1.269925e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13987 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5392 members 
Mstep: Class 7 contains 15685 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 491 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 28407 members 
Mstep: Class 13 contains 12944 members 
Mstep: Class 14 contains 11496 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 6306 members 
Mstep: Class 19 contains 13287 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9728 members 
Mstep: Class 23 contains 25377 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7984 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 2796 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1322 members 
Mstep: Class 34 contains 1565 members 
Mstep: Class 35 contains 3204 members 
Mstep: Class 36 contains 824 members 
Mstep: Class 37 contains 978 members 
Mstep: Class 38 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699367.000000 Penalty: 76339.515625
Iteration 89Q: 39 clusters Score -1.269937e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13987 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 2252 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 28407 members 
Mstep: Class 13 contains 12973 members 
Mstep: Class 14 contains 11491 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4821 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 6306 members 
Mstep: Class 19 contains 13287 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9729 members 
Mstep: Class 23 contains 25376 members 
Mstep: Class 24 contains 2368 members 
Mstep: Class 25 contains 1241 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 7987 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2797 members 
Mstep: Class 31 contains 2051 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1321 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 3212 members 
Mstep: Class 36 contains 825 members 
Mstep: Class 37 contains 980 members 
Mstep: Class 38 contains 7310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699437.000000 Penalty: 76339.515625
Iteration 90Q: 39 clusters Score -1.269944e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 5344 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11423 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 487 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 28406 members 
Mstep: Class 13 contains 13007 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 387 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9735 members 
Mstep: Class 23 contains 25370 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 1243 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8000 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2798 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1321 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 3219 members 
Mstep: Class 36 contains 826 members 
Mstep: Class 37 contains 983 members 
Mstep: Class 38 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699462.000000 Penalty: 76339.515625
Iteration 91Q: 39 clusters Score -1.269946e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11396 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 483 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 13025 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9730 members 
Mstep: Class 23 contains 25377 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2800 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1321 members 
Mstep: Class 34 contains 1591 members 
Mstep: Class 35 contains 3226 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 7335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699493.000000 Penalty: 76339.515625
Iteration 92Q: 39 clusters Score -1.269949e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14001 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11367 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4823 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 6310 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9723 members 
Mstep: Class 23 contains 25381 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8023 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2802 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1321 members 
Mstep: Class 34 contains 1598 members 
Mstep: Class 35 contains 3232 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 988 members 
Mstep: Class 38 contains 7342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699484.000000 Penalty: 76339.515625
Iteration 93Q: 39 clusters Score -1.269948e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11350 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 6184 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4823 members 
Mstep: Class 17 contains 378 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9708 members 
Mstep: Class 23 contains 25382 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8045 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2804 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1320 members 
Mstep: Class 34 contains 1602 members 
Mstep: Class 35 contains 3234 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 990 members 
Mstep: Class 38 contains 7340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699497.000000 Penalty: 76339.515625
Iteration 94Q: 39 clusters Score -1.26995e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11337 members 
Mstep: Class 9 contains 2237 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 28405 members 
Mstep: Class 13 contains 13088 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 25388 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8067 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2805 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1606 members 
Mstep: Class 35 contains 3238 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 991 members 
Mstep: Class 38 contains 7323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699495.000000 Penalty: 76339.515625
Iteration 95Q: 39 clusters Score -1.26995e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11328 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 28404 members 
Mstep: Class 13 contains 13104 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4823 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9674 members 
Mstep: Class 23 contains 25384 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8079 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1612 members 
Mstep: Class 35 contains 3246 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 990 members 
Mstep: Class 38 contains 7315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699522.000000 Penalty: 76339.515625
Iteration 96Q: 39 clusters Score -1.269952e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11320 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9657 members 
Mstep: Class 23 contains 25381 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1620 members 
Mstep: Class 35 contains 3257 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 990 members 
Mstep: Class 38 contains 7314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699559.000000 Penalty: 76339.515625
Iteration 97Q: 39 clusters Score -1.269956e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 988 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11307 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 478 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13140 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9648 members 
Mstep: Class 23 contains 25381 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8104 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 827 members 
Mstep: Class 37 contains 990 members 
Mstep: Class 38 contains 7314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699624.000000 Penalty: 76339.515625
Iteration 98Q: 39 clusters Score -1.269962e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11298 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9634 members 
Mstep: Class 23 contains 25380 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8121 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 3276 members 
Mstep: Class 36 contains 826 members 
Mstep: Class 37 contains 990 members 
Mstep: Class 38 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699673.000000 Penalty: 76339.515625
Iteration 99Q: 39 clusters Score -1.269967e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13999 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11288 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 479 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13159 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9629 members 
Mstep: Class 23 contains 25375 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8133 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 3278 members 
Mstep: Class 36 contains 826 members 
Mstep: Class 37 contains 991 members 
Mstep: Class 38 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699745.000000 Penalty: 76339.515625
Iteration 100F: 39 clusters Score -1.269974e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 5278 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11285 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 469 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9622 members 
Mstep: Class 23 contains 25372 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 1246 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8145 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3578 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2050 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1649 members 
Mstep: Class 35 contains 3278 members 
Mstep: Class 36 contains 828 members 
Mstep: Class 37 contains 1002 members 
Mstep: Class 38 contains 7300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699800.000000 Penalty: 76339.515625
Iteration 101Q: 39 clusters Score -1.26998e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13995 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11272 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 6146 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13174 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 9600 members 
Mstep: Class 23 contains 25363 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 1250 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8155 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2810 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1673 members 
Mstep: Class 35 contains 3280 members 
Mstep: Class 36 contains 829 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 7295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699852.000000 Penalty: 76339.515625
Iteration 102Q: 39 clusters Score -1.269985e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11265 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 28403 members 
Mstep: Class 13 contains 13185 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 9587 members 
Mstep: Class 23 contains 25359 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8169 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3578 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1705 members 
Mstep: Class 35 contains 3280 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699876.000000 Penalty: 76339.515625
Iteration 103Q: 39 clusters Score -1.269988e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 1921 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11259 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 460 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 28402 members 
Mstep: Class 13 contains 13193 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 4825 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9572 members 
Mstep: Class 23 contains 25354 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8182 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3577 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1727 members 
Mstep: Class 35 contains 3279 members 
Mstep: Class 36 contains 832 members 
Mstep: Class 37 contains 1018 members 
Mstep: Class 38 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699899.000000 Penalty: 76339.515625
Iteration 104Q: 39 clusters Score -1.26999e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13990 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5318 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11251 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 13199 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 4826 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9559 members 
Mstep: Class 23 contains 25346 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8204 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 3575 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1760 members 
Mstep: Class 35 contains 3279 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 1019 members 
Mstep: Class 38 contains 7227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699969.000000 Penalty: 76339.515625
Iteration 105Q: 39 clusters Score -1.269997e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13987 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5342 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11242 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 461 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 13223 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 4826 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9522 members 
Mstep: Class 23 contains 25344 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8231 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 3573 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 3279 members 
Mstep: Class 36 contains 836 members 
Mstep: Class 37 contains 1020 members 
Mstep: Class 38 contains 7186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700041.000000 Penalty: 76339.515625
Iteration 106Q: 39 clusters Score -1.270004e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5373 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11237 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 13246 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 2824 members 
Mstep: Class 16 contains 4825 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9491 members 
Mstep: Class 23 contains 25334 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8266 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3570 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 3277 members 
Mstep: Class 36 contains 840 members 
Mstep: Class 37 contains 1020 members 
Mstep: Class 38 contains 7150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700099.000000 Penalty: 76339.515625
Iteration 107Q: 39 clusters Score -1.27001e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11221 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 4826 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9437 members 
Mstep: Class 23 contains 25322 members 
Mstep: Class 24 contains 2349 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8312 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3569 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1838 members 
Mstep: Class 35 contains 3277 members 
Mstep: Class 36 contains 842 members 
Mstep: Class 37 contains 1021 members 
Mstep: Class 38 contains 7109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700136.000000 Penalty: 76339.515625
Iteration 108Q: 39 clusters Score -1.270014e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13981 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 5458 members 
Mstep: Class 7 contains 15682 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 13296 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 16 contains 4824 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9384 members 
Mstep: Class 23 contains 25304 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11212 members 
Mstep: Class 27 contains 8350 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3570 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 3278 members 
Mstep: Class 36 contains 845 members 
Mstep: Class 37 contains 1022 members 
Mstep: Class 38 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700201.000000 Penalty: 76339.515625
Iteration 109Q: 39 clusters Score -1.27002e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13988 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 15681 members 
Mstep: Class 8 contains 11192 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 28401 members 
Mstep: Class 13 contains 13329 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 4818 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9345 members 
Mstep: Class 23 contains 25294 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11211 members 
Mstep: Class 27 contains 8386 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3573 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1877 members 
Mstep: Class 35 contains 3274 members 
Mstep: Class 36 contains 852 members 
Mstep: Class 37 contains 1022 members 
Mstep: Class 38 contains 7021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700340.000000 Penalty: 76339.515625
Iteration 110Q: 39 clusters Score -1.270034e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 13991 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 15680 members 
Mstep: Class 8 contains 11176 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 28396 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 11457 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 16 contains 4820 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9324 members 
Mstep: Class 23 contains 25283 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11211 members 
Mstep: Class 27 contains 8428 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1892 members 
Mstep: Class 35 contains 3271 members 
Mstep: Class 36 contains 855 members 
Mstep: Class 37 contains 1024 members 
Mstep: Class 38 contains 6972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700429.000000 Penalty: 76339.515625
Iteration 111Q: 39 clusters Score -1.270043e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 13993 members 
Mstep: Class 5 contains 1916 members 
Mstep: Class 6 contains 5562 members 
Mstep: Class 7 contains 15680 members 
Mstep: Class 8 contains 11159 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 28392 members 
Mstep: Class 13 contains 13349 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 4814 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9289 members 
Mstep: Class 23 contains 25285 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11211 members 
Mstep: Class 27 contains 8480 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2826 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 545 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 3270 members 
Mstep: Class 36 contains 860 members 
Mstep: Class 37 contains 1023 members 
Mstep: Class 38 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700551.000000 Penalty: 76339.515625
Iteration 112Q: 39 clusters Score -1.270055e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 5585 members 
Mstep: Class 7 contains 15679 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 28390 members 
Mstep: Class 13 contains 13339 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 4811 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13287 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 25285 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11210 members 
Mstep: Class 27 contains 8531 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2832 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 544 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 3268 members 
Mstep: Class 36 contains 863 members 
Mstep: Class 37 contains 1023 members 
Mstep: Class 38 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700600.000000 Penalty: 76339.515625
Iteration 113Q: 39 clusters Score -1.27006e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 28388 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 4812 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13287 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9281 members 
Mstep: Class 23 contains 25286 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8581 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3573 members 
Mstep: Class 30 contains 2834 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 870 members 
Mstep: Class 37 contains 1023 members 
Mstep: Class 38 contains 6806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700689.000000 Penalty: 76339.515625
Iteration 114Q: 39 clusters Score -1.270069e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5584 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 11136 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 28388 members 
Mstep: Class 13 contains 13313 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4808 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 13287 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9298 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8639 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3575 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 3265 members 
Mstep: Class 36 contains 873 members 
Mstep: Class 37 contains 1023 members 
Mstep: Class 38 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700769.000000 Penalty: 76339.515625
Iteration 115Q: 39 clusters Score -1.270077e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 15678 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13268 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 375 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9334 members 
Mstep: Class 23 contains 25296 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1933 members 
Mstep: Class 35 contains 3265 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 6682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700880.000000 Penalty: 76339.515625
Iteration 116Q: 39 clusters Score -1.270088e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11117 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13227 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4807 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 25293 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8749 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2857 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1934 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 6625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700985.000000 Penalty: 76339.515625
Iteration 117Q: 39 clusters Score -1.270098e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 2193 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13185 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4807 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9479 members 
Mstep: Class 23 contains 25296 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8802 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1939 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701068.000000 Penalty: 76339.515625
Iteration 118Q: 39 clusters Score -1.270107e+07 nChanged 361
Entering ConstructFrom: 
Score: -12701068.000000 Penalty: 76339.515625
Entering ConstructFrom: 
Trying to split cluster 1 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -148529.953125 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -148530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -146174.078125 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -146174.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146741.359375 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -146741.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -146894.859375 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -146894.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147003.406250 Penalty: 2532.513428
	Iteration 3F: 3 clusters Score -147003.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -147070.515625 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -147070.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147126.125000 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -147126.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -147185.546875 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -147185.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -147219.750000 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -147219.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -147245.812500 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -147245.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -147261.140625 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -147261.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147279.296875 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -147279.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147295.328125 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -147295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147309.093750 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -147309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147322.406250 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -147322.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -147337.906250 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -147337.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147359.453125 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -147359.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147372.656250 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -147372.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -147386.109375 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -147386.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147400.984375 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -147401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -147415.343750 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -147415.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147431.328125 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -147431.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147445.546875 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -147445.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -147458.812500 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -147458.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147470.296875 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -147470.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -147479.187500 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -147479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -147491.671875 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -147491.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -147505.531250 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -147505.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -147516.437500 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -147516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -147523.812500 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -147523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -147532.000000 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -147532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -147538.984375 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -147539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -147543.750000 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -147543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -147546.890625 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -147546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -147552.031250 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -147552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -147560.000000 Penalty: 2532.513428
	Iteration 34Q: 3 clusters Score -147560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -147568.218750 Penalty: 2532.513428
	Iteration 35Q: 3 clusters Score -147568.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -147573.953125 Penalty: 2532.513428
	Iteration 36Q: 3 clusters Score -147574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -147576.625000 Penalty: 2532.513428
	Iteration 37Q: 3 clusters Score -147576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -147577.671875 Penalty: 2532.513428
	Iteration 38Q: 3 clusters Score -147577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -147579.281250 Penalty: 2532.513428
	Iteration 39Q: 3 clusters Score -147579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -147580.625000 Penalty: 2532.513428
	Iteration 40F: 3 clusters Score -147580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -147581.484375 Penalty: 2532.513428
	Iteration 41Q: 3 clusters Score -147581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -147582.203125 Penalty: 2532.513428
	Iteration 42Q: 3 clusters Score -147582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -147582.203125 Penalty: 2532.513428
	Iteration 43F: 3 clusters Score -147582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -36305.632812 Penalty: 1118.229248
	Iteration 0F: 2 clusters Score -36305.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -34914.460938 Penalty: 2236.458496
	Iteration 0F: 3 clusters Score -34914.46 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35404.351562 Penalty: 2236.458496
	Iteration 1F: 3 clusters Score -35404.35 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35598.679688 Penalty: 2236.458496
	Iteration 2F: 3 clusters Score -35598.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35738.882812 Penalty: 2236.458496
	Iteration 3F: 3 clusters Score -35738.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35839.886719 Penalty: 2236.458496
	Iteration 4Q: 3 clusters Score -35839.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35918.562500 Penalty: 2236.458496
	Iteration 5Q: 3 clusters Score -35918.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35971.976562 Penalty: 2236.458496
	Iteration 6Q: 3 clusters Score -35971.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36013.699219 Penalty: 2236.458496
	Iteration 7Q: 3 clusters Score -36013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36044.921875 Penalty: 2236.458496
	Iteration 8Q: 3 clusters Score -36044.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -36074.523438 Penalty: 2236.458496
	Iteration 9Q: 3 clusters Score -36074.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -36095.421875 Penalty: 2236.458496
	Iteration 10Q: 3 clusters Score -36095.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -36111.738281 Penalty: 2236.458496
	Iteration 11Q: 3 clusters Score -36111.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -36113.195312 Penalty: 2236.458496
	Iteration 12Q: 3 clusters Score -36113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -36114.625000 Penalty: 2236.458496
	Iteration 13Q: 3 clusters Score -36114.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36116.453125 Penalty: 2236.458496
	Iteration 14Q: 3 clusters Score -36116.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -36120.644531 Penalty: 2236.458496
	Iteration 15Q: 3 clusters Score -36120.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -36124.917969 Penalty: 2236.458496
	Iteration 16Q: 3 clusters Score -36124.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -36128.304688 Penalty: 2236.458496
	Iteration 17Q: 3 clusters Score -36128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -36129.019531 Penalty: 2236.458496
	Iteration 18Q: 3 clusters Score -36129.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -36129.019531 Penalty: 2236.458496
	Iteration 19F: 3 clusters Score -36129.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -140898.390625 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -140898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -138528.125000 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -138528.1 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -139077.531250 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -139077.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -139183.046875 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -139183 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -139257.750000 Penalty: 2541.512207
	Iteration 3Q: 3 clusters Score -139257.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139328.406250 Penalty: 2541.512207
	Iteration 4Q: 3 clusters Score -139328.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -139375.109375 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -139375.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -139405.625000 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -139405.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -139434.250000 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -139434.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -139455.875000 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -139455.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139478.187500 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -139478.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -139500.640625 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -139500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -139516.187500 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -139516.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -139534.734375 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -139534.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -139552.953125 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -139553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -139569.203125 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -139569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139584.562500 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -139584.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -139598.015625 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -139598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139610.703125 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -139610.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139626.843750 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -139626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139637.453125 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -139637.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139644.375000 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -139644.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139653.031250 Penalty: 2541.512207
	Iteration 21Q: 3 clusters Score -139653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -139658.515625 Penalty: 2541.512207
	Iteration 22Q: 3 clusters Score -139658.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139664.031250 Penalty: 2541.512207
	Iteration 23Q: 3 clusters Score -139664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139666.640625 Penalty: 2541.512207
	Iteration 24Q: 3 clusters Score -139666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139670.171875 Penalty: 2541.512207
	Iteration 25Q: 3 clusters Score -139670.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139673.328125 Penalty: 2541.512207
	Iteration 26Q: 3 clusters Score -139673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139675.328125 Penalty: 2541.512207
	Iteration 27Q: 3 clusters Score -139675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139676.765625 Penalty: 2541.512207
	Iteration 28Q: 3 clusters Score -139676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139678.078125 Penalty: 2541.512207
	Iteration 29Q: 3 clusters Score -139678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139679.093750 Penalty: 2541.512207
	Iteration 30Q: 3 clusters Score -139679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139679.812500 Penalty: 2541.512207
	Iteration 31Q: 3 clusters Score -139679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139680.140625 Penalty: 2541.512207
	Iteration 32Q: 3 clusters Score -139680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139680.625000 Penalty: 2541.512207
	Iteration 33Q: 3 clusters Score -139680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139681.890625 Penalty: 2541.512207
	Iteration 34Q: 3 clusters Score -139681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -139681.890625 Penalty: 2541.512207
	Iteration 35F: 3 clusters Score -139681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -831482.562500 Penalty: 1551.438354
	Iteration 0F: 2 clusters Score -831482.6 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 6942 members 
Entering Unmasked Estep 
Score: -821867.937500 Penalty: 3102.876709
	Iteration 0F: 3 clusters Score -821867.9 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -825585.562500 Penalty: 3102.876709
	Iteration 1F: 3 clusters Score -825585.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -826582.750000 Penalty: 3102.876709
	Iteration 2F: 3 clusters Score -826582.8 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -827793.812500 Penalty: 3102.876709
	Iteration 3F: 3 clusters Score -827793.8 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -829013.937500 Penalty: 3102.876709
	Iteration 4F: 3 clusters Score -829013.9 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -829889.250000 Penalty: 3102.876709
	Iteration 5F: 3 clusters Score -829889.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -830339.750000 Penalty: 3102.876709
	Iteration 6F: 3 clusters Score -830339.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -830537.375000 Penalty: 3102.876709
	Iteration 7Q: 3 clusters Score -830537.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -830619.062500 Penalty: 3102.876709
	Iteration 8Q: 3 clusters Score -830619.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -830657.187500 Penalty: 3102.876709
	Iteration 9Q: 3 clusters Score -830657.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -830674.750000 Penalty: 3102.876709
	Iteration 10Q: 3 clusters Score -830674.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -830688.812500 Penalty: 3102.876709
	Iteration 11Q: 3 clusters Score -830688.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -830697.000000 Penalty: 3102.876709
	Iteration 12Q: 3 clusters Score -830697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -830704.937500 Penalty: 3102.876709
	Iteration 13Q: 3 clusters Score -830704.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -830709.500000 Penalty: 3102.876709
	Iteration 14Q: 3 clusters Score -830709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -830714.187500 Penalty: 3102.876709
	Iteration 15Q: 3 clusters Score -830714.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -830718.250000 Penalty: 3102.876709
	Iteration 16Q: 3 clusters Score -830718.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -830720.687500 Penalty: 3102.876709
	Iteration 17Q: 3 clusters Score -830720.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -830722.000000 Penalty: 3102.876709
	Iteration 18Q: 3 clusters Score -830722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -830724.937500 Penalty: 3102.876709
	Iteration 19Q: 3 clusters Score -830724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -830727.000000 Penalty: 3102.876709
	Iteration 20F: 3 clusters Score -830727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -830729.437500 Penalty: 3102.876709
	Iteration 21Q: 3 clusters Score -830729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -830728.875000 Penalty: 3102.876709
	Iteration 22Q: 3 clusters Score -830728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -830728.187500 Penalty: 3102.876709
	Iteration 23Q: 3 clusters Score -830728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -830728.500000 Penalty: 3102.876709
	Iteration 24Q: 3 clusters Score -830728.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -830728.687500 Penalty: 3102.876709
	Iteration 25Q: 3 clusters Score -830728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -830730.937500 Penalty: 3102.876709
	Iteration 26Q: 3 clusters Score -830730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -830730.187500 Penalty: 3102.876709
	Iteration 27Q: 3 clusters Score -830730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -830728.125000 Penalty: 3102.876709
	Iteration 28Q: 3 clusters Score -830728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -830729.250000 Penalty: 3102.876709
	Iteration 29Q: 3 clusters Score -830729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -830729.937500 Penalty: 3102.876709
	Iteration 30Q: 3 clusters Score -830729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -830730.500000 Penalty: 3102.876709
	Iteration 31Q: 3 clusters Score -830730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -830730.500000 Penalty: 3102.876709
	Iteration 32F: 3 clusters Score -830730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -105572.726562 Penalty: 1229.104492
	Iteration 0F: 2 clusters Score -105572.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -103525.546875 Penalty: 2458.208984
	Iteration 0F: 3 clusters Score -103525.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -104046.062500 Penalty: 2458.208984
	Iteration 1F: 3 clusters Score -104046.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -104244.960938 Penalty: 2458.208984
	Iteration 2F: 3 clusters Score -104245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -104395.039062 Penalty: 2458.208984
	Iteration 3F: 3 clusters Score -104395 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -104548.257812 Penalty: 2458.208984
	Iteration 4F: 3 clusters Score -104548.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -104729.742188 Penalty: 2458.208984
	Iteration 5F: 3 clusters Score -104729.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -105072.867188 Penalty: 2458.208984
	Iteration 6F: 3 clusters Score -105072.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -105593.117188 Penalty: 2458.208984
	Iteration 7F: 3 clusters Score -105593.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -105861.218750 Penalty: 2458.208984
	Iteration 8Q: 3 clusters Score -105861.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -105946.554688 Penalty: 2458.208984
	Iteration 9Q: 3 clusters Score -105946.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -105977.640625 Penalty: 2458.208984
	Iteration 10Q: 3 clusters Score -105977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -105984.320312 Penalty: 2458.208984
	Iteration 11Q: 3 clusters Score -105984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -105985.859375 Penalty: 2458.208984
	Iteration 12Q: 3 clusters Score -105985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -105986.609375 Penalty: 2458.208984
	Iteration 13Q: 3 clusters Score -105986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -105988.523438 Penalty: 2458.208984
	Iteration 14Q: 3 clusters Score -105988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -105989.609375 Penalty: 2458.208984
	Iteration 15Q: 3 clusters Score -105989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -105990.039062 Penalty: 2458.208984
	Iteration 16Q: 3 clusters Score -105990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -105990.039062 Penalty: 2458.208984
	Iteration 17F: 3 clusters Score -105990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 1178 members 
Entering Unmasked Estep 
Score: -12700711.000000 Penalty: 78348.453125
Splitting cluster 5 changes total score from -12701068.000000 to -12700711.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -311681.843750 Penalty: 1400.591919
	Iteration 0F: 2 clusters Score -311681.8 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 2780 members 
Entering Unmasked Estep 
Score: -307347.468750 Penalty: 2801.183838
	Iteration 0F: 3 clusters Score -307347.5 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -308809.187500 Penalty: 2801.183838
	Iteration 1F: 3 clusters Score -308809.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -309384.750000 Penalty: 2801.183838
	Iteration 2F: 3 clusters Score -309384.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -310066.906250 Penalty: 2801.183838
	Iteration 3F: 3 clusters Score -310066.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -310711.656250 Penalty: 2801.183838
	Iteration 4F: 3 clusters Score -310711.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -311157.656250 Penalty: 2801.183838
	Iteration 5F: 3 clusters Score -311157.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -311441.687500 Penalty: 2801.183838
	Iteration 6F: 3 clusters Score -311441.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -311582.625000 Penalty: 2801.183838
	Iteration 7Q: 3 clusters Score -311582.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -311678.156250 Penalty: 2801.183838
	Iteration 8Q: 3 clusters Score -311678.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -311729.312500 Penalty: 2801.183838
	Iteration 9Q: 3 clusters Score -311729.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -311757.562500 Penalty: 2801.183838
	Iteration 10Q: 3 clusters Score -311757.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -311785.968750 Penalty: 2801.183838
	Iteration 11Q: 3 clusters Score -311786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -311810.312500 Penalty: 2801.183838
	Iteration 12Q: 3 clusters Score -311810.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -311830.031250 Penalty: 2801.183838
	Iteration 13Q: 3 clusters Score -311830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -311845.906250 Penalty: 2801.183838
	Iteration 14Q: 3 clusters Score -311845.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -311858.437500 Penalty: 2801.183838
	Iteration 15Q: 3 clusters Score -311858.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -311868.125000 Penalty: 2801.183838
	Iteration 16Q: 3 clusters Score -311868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -311877.187500 Penalty: 2801.183838
	Iteration 17Q: 3 clusters Score -311877.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -311887.000000 Penalty: 2801.183838
	Iteration 18Q: 3 clusters Score -311887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -311897.031250 Penalty: 2801.183838
	Iteration 19Q: 3 clusters Score -311897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -311909.343750 Penalty: 2801.183838
	Iteration 20F: 3 clusters Score -311909.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -311926.093750 Penalty: 2801.183838
	Iteration 21Q: 3 clusters Score -311926.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -311937.687500 Penalty: 2801.183838
	Iteration 22Q: 3 clusters Score -311937.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -311945.343750 Penalty: 2801.183838
	Iteration 23Q: 3 clusters Score -311945.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -311951.593750 Penalty: 2801.183838
	Iteration 24Q: 3 clusters Score -311951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -311957.875000 Penalty: 2801.183838
	Iteration 25Q: 3 clusters Score -311957.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -311963.375000 Penalty: 2801.183838
	Iteration 26Q: 3 clusters Score -311963.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -311968.937500 Penalty: 2801.183838
	Iteration 27Q: 3 clusters Score -311968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -311972.187500 Penalty: 2801.183838
	Iteration 28Q: 3 clusters Score -311972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -311975.343750 Penalty: 2801.183838
	Iteration 29Q: 3 clusters Score -311975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -311976.843750 Penalty: 2801.183838
	Iteration 30Q: 3 clusters Score -311976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -311979.343750 Penalty: 2801.183838
	Iteration 31Q: 3 clusters Score -311979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -311980.031250 Penalty: 2801.183838
	Iteration 32Q: 3 clusters Score -311980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -311981.375000 Penalty: 2801.183838
	Iteration 33Q: 3 clusters Score -311981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -311982.812500 Penalty: 2801.183838
	Iteration 34Q: 3 clusters Score -311982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -311983.625000 Penalty: 2801.183838
	Iteration 35Q: 3 clusters Score -311983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -311983.781250 Penalty: 2801.183838
	Iteration 36Q: 3 clusters Score -311983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -311985.375000 Penalty: 2801.183838
	Iteration 37Q: 3 clusters Score -311985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -311985.375000 Penalty: 2801.183838
	Iteration 38F: 3 clusters Score -311985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 2701 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 2835 members 
Entering Unmasked Estep 
Score: -12700772.000000 Penalty: 78348.453125
Splitting cluster 6 changes total score from -12701068.000000 to -12700772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -924485.312500 Penalty: 1569.741943
	Iteration 0F: 2 clusters Score -924485.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -913651.500000 Penalty: 3139.483887
	Iteration 0F: 3 clusters Score -913651.5 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -917362.125000 Penalty: 3139.483887
	Iteration 1F: 3 clusters Score -917362.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -917773.562500 Penalty: 3139.483887
	Iteration 2F: 3 clusters Score -917773.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -918384.687500 Penalty: 3139.483887
	Iteration 3F: 3 clusters Score -918384.7 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -919243.875000 Penalty: 3139.483887
	Iteration 4F: 3 clusters Score -919243.9 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -920165.437500 Penalty: 3139.483887
	Iteration 5F: 3 clusters Score -920165.4 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -921050.125000 Penalty: 3139.483887
	Iteration 6F: 3 clusters Score -921050.1 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -921674.937500 Penalty: 3139.483887
	Iteration 7F: 3 clusters Score -921674.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -922008.125000 Penalty: 3139.483887
	Iteration 8Q: 3 clusters Score -922008.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -922190.687500 Penalty: 3139.483887
	Iteration 9Q: 3 clusters Score -922190.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -922294.625000 Penalty: 3139.483887
	Iteration 10Q: 3 clusters Score -922294.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -922385.250000 Penalty: 3139.483887
	Iteration 11Q: 3 clusters Score -922385.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -922448.375000 Penalty: 3139.483887
	Iteration 12Q: 3 clusters Score -922448.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -922496.687500 Penalty: 3139.483887
	Iteration 13Q: 3 clusters Score -922496.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -922539.625000 Penalty: 3139.483887
	Iteration 14Q: 3 clusters Score -922539.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -922584.125000 Penalty: 3139.483887
	Iteration 15Q: 3 clusters Score -922584.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -922624.625000 Penalty: 3139.483887
	Iteration 16Q: 3 clusters Score -922624.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -922659.812500 Penalty: 3139.483887
	Iteration 17Q: 3 clusters Score -922659.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -922692.625000 Penalty: 3139.483887
	Iteration 18Q: 3 clusters Score -922692.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -922721.250000 Penalty: 3139.483887
	Iteration 19Q: 3 clusters Score -922721.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -922758.625000 Penalty: 3139.483887
	Iteration 20F: 3 clusters Score -922758.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -922796.500000 Penalty: 3139.483887
	Iteration 21Q: 3 clusters Score -922796.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -922831.000000 Penalty: 3139.483887
	Iteration 22Q: 3 clusters Score -922831 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -922857.937500 Penalty: 3139.483887
	Iteration 23Q: 3 clusters Score -922857.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -922885.250000 Penalty: 3139.483887
	Iteration 24Q: 3 clusters Score -922885.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -922908.187500 Penalty: 3139.483887
	Iteration 25Q: 3 clusters Score -922908.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -922928.312500 Penalty: 3139.483887
	Iteration 26Q: 3 clusters Score -922928.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -922946.000000 Penalty: 3139.483887
	Iteration 27Q: 3 clusters Score -922946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -922967.937500 Penalty: 3139.483887
	Iteration 28Q: 3 clusters Score -922967.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -922986.562500 Penalty: 3139.483887
	Iteration 29Q: 3 clusters Score -922986.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -923005.687500 Penalty: 3139.483887
	Iteration 30Q: 3 clusters Score -923005.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -923019.375000 Penalty: 3139.483887
	Iteration 31Q: 3 clusters Score -923019.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -923038.125000 Penalty: 3139.483887
	Iteration 32Q: 3 clusters Score -923038.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -923050.812500 Penalty: 3139.483887
	Iteration 33Q: 3 clusters Score -923050.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -923060.125000 Penalty: 3139.483887
	Iteration 34Q: 3 clusters Score -923060.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -923070.937500 Penalty: 3139.483887
	Iteration 35Q: 3 clusters Score -923070.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -923088.062500 Penalty: 3139.483887
	Iteration 36Q: 3 clusters Score -923088.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -923100.250000 Penalty: 3139.483887
	Iteration 37Q: 3 clusters Score -923100.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -923104.125000 Penalty: 3139.483887
	Iteration 38Q: 3 clusters Score -923104.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -923107.750000 Penalty: 3139.483887
	Iteration 39Q: 3 clusters Score -923107.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -923113.062500 Penalty: 3139.483887
	Iteration 40F: 3 clusters Score -923113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -923119.125000 Penalty: 3139.483887
	Iteration 41Q: 3 clusters Score -923119.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -923120.812500 Penalty: 3139.483887
	Iteration 42Q: 3 clusters Score -923120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -923123.250000 Penalty: 3139.483887
	Iteration 43Q: 3 clusters Score -923123.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -923126.562500 Penalty: 3139.483887
	Iteration 44Q: 3 clusters Score -923126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -923126.937500 Penalty: 3139.483887
	Iteration 45Q: 3 clusters Score -923126.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -923129.687500 Penalty: 3139.483887
	Iteration 46Q: 3 clusters Score -923129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -923131.375000 Penalty: 3139.483887
	Iteration 47Q: 3 clusters Score -923131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -923134.812500 Penalty: 3139.483887
	Iteration 48Q: 3 clusters Score -923134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -923137.562500 Penalty: 3139.483887
	Iteration 49Q: 3 clusters Score -923137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -923139.562500 Penalty: 3139.483887
	Iteration 50Q: 3 clusters Score -923139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -923143.937500 Penalty: 3139.483887
	Iteration 51Q: 3 clusters Score -923143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -923143.812500 Penalty: 3139.483887
	Iteration 52Q: 3 clusters Score -923143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -923146.625000 Penalty: 3139.483887
	Iteration 53Q: 3 clusters Score -923146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -923146.687500 Penalty: 3139.483887
	Iteration 54Q: 3 clusters Score -923146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -923146.812500 Penalty: 3139.483887
	Iteration 55Q: 3 clusters Score -923146.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -923146.812500 Penalty: 3139.483887
	Iteration 56Q: 3 clusters Score -923146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -923149.250000 Penalty: 3139.483887
	Iteration 57Q: 3 clusters Score -923149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -923149.750000 Penalty: 3139.483887
	Iteration 58Q: 3 clusters Score -923149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -923149.312500 Penalty: 3139.483887
	Iteration 59Q: 3 clusters Score -923149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -923150.187500 Penalty: 3139.483887
	Iteration 60F: 3 clusters Score -923150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Entering Unmasked Estep 
Score: -636031.750000 Penalty: 1513.975220
	Iteration 0F: 2 clusters Score -636031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -628207.937500 Penalty: 3027.950439
	Iteration 0F: 3 clusters Score -628207.9 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -630882.875000 Penalty: 3027.950439
	Iteration 1F: 3 clusters Score -630882.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -631282.875000 Penalty: 3027.950439
	Iteration 2F: 3 clusters Score -631282.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -631703.125000 Penalty: 3027.950439
	Iteration 3F: 3 clusters Score -631703.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -632188.312500 Penalty: 3027.950439
	Iteration 4F: 3 clusters Score -632188.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -632687.812500 Penalty: 3027.950439
	Iteration 5F: 3 clusters Score -632687.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -633164.875000 Penalty: 3027.950439
	Iteration 6F: 3 clusters Score -633164.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -633533.750000 Penalty: 3027.950439
	Iteration 7Q: 3 clusters Score -633533.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -633855.000000 Penalty: 3027.950439
	Iteration 8Q: 3 clusters Score -633855 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -634152.500000 Penalty: 3027.950439
	Iteration 9Q: 3 clusters Score -634152.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -634466.625000 Penalty: 3027.950439
	Iteration 10Q: 3 clusters Score -634466.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -634911.812500 Penalty: 3027.950439
	Iteration 11Q: 3 clusters Score -634911.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -635247.937500 Penalty: 3027.950439
	Iteration 12Q: 3 clusters Score -635247.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -635374.687500 Penalty: 3027.950439
	Iteration 13Q: 3 clusters Score -635374.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -635459.875000 Penalty: 3027.950439
	Iteration 14Q: 3 clusters Score -635459.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -635520.437500 Penalty: 3027.950439
	Iteration 15Q: 3 clusters Score -635520.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -635573.000000 Penalty: 3027.950439
	Iteration 16Q: 3 clusters Score -635573 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -635611.375000 Penalty: 3027.950439
	Iteration 17Q: 3 clusters Score -635611.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -635643.000000 Penalty: 3027.950439
	Iteration 18Q: 3 clusters Score -635643 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -635688.500000 Penalty: 3027.950439
	Iteration 19Q: 3 clusters Score -635688.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -635719.187500 Penalty: 3027.950439
	Iteration 20F: 3 clusters Score -635719.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -635750.500000 Penalty: 3027.950439
	Iteration 21Q: 3 clusters Score -635750.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -635783.687500 Penalty: 3027.950439
	Iteration 22Q: 3 clusters Score -635783.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -635820.500000 Penalty: 3027.950439
	Iteration 23Q: 3 clusters Score -635820.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -635864.812500 Penalty: 3027.950439
	Iteration 24Q: 3 clusters Score -635864.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -635897.562500 Penalty: 3027.950439
	Iteration 25Q: 3 clusters Score -635897.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -635926.625000 Penalty: 3027.950439
	Iteration 26Q: 3 clusters Score -635926.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -635960.000000 Penalty: 3027.950439
	Iteration 27Q: 3 clusters Score -635960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -635989.312500 Penalty: 3027.950439
	Iteration 28Q: 3 clusters Score -635989.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -636012.000000 Penalty: 3027.950439
	Iteration 29Q: 3 clusters Score -636012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -636040.750000 Penalty: 3027.950439
	Iteration 30Q: 3 clusters Score -636040.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -636076.187500 Penalty: 3027.950439
	Iteration 31Q: 3 clusters Score -636076.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -636108.062500 Penalty: 3027.950439
	Iteration 32Q: 3 clusters Score -636108.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -636131.375000 Penalty: 3027.950439
	Iteration 33Q: 3 clusters Score -636131.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -636158.937500 Penalty: 3027.950439
	Iteration 34Q: 3 clusters Score -636158.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -636185.250000 Penalty: 3027.950439
	Iteration 35Q: 3 clusters Score -636185.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -636197.750000 Penalty: 3027.950439
	Iteration 36Q: 3 clusters Score -636197.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -636212.250000 Penalty: 3027.950439
	Iteration 37Q: 3 clusters Score -636212.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -636226.687500 Penalty: 3027.950439
	Iteration 38Q: 3 clusters Score -636226.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -636236.375000 Penalty: 3027.950439
	Iteration 39Q: 3 clusters Score -636236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -636245.625000 Penalty: 3027.950439
	Iteration 40F: 3 clusters Score -636245.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -636253.250000 Penalty: 3027.950439
	Iteration 41Q: 3 clusters Score -636253.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -636256.687500 Penalty: 3027.950439
	Iteration 42Q: 3 clusters Score -636256.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -636261.562500 Penalty: 3027.950439
	Iteration 43Q: 3 clusters Score -636261.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -636265.375000 Penalty: 3027.950439
	Iteration 44Q: 3 clusters Score -636265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -636267.687500 Penalty: 3027.950439
	Iteration 45Q: 3 clusters Score -636267.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -636271.812500 Penalty: 3027.950439
	Iteration 46Q: 3 clusters Score -636271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -636273.625000 Penalty: 3027.950439
	Iteration 47Q: 3 clusters Score -636273.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -636276.062500 Penalty: 3027.950439
	Iteration 48Q: 3 clusters Score -636276.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -636277.437500 Penalty: 3027.950439
	Iteration 49Q: 3 clusters Score -636277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -636279.125000 Penalty: 3027.950439
	Iteration 50Q: 3 clusters Score -636279.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -636278.312500 Penalty: 3027.950439
	Iteration 51Q: 3 clusters Score -636278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -636280.187500 Penalty: 3027.950439
	Iteration 52Q: 3 clusters Score -636280.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -636282.187500 Penalty: 3027.950439
	Iteration 53Q: 3 clusters Score -636282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -636282.250000 Penalty: 3027.950439
	Iteration 54Q: 3 clusters Score -636282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -636286.500000 Penalty: 3027.950439
	Iteration 55Q: 3 clusters Score -636286.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -636287.000000 Penalty: 3027.950439
	Iteration 56Q: 3 clusters Score -636287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -636291.000000 Penalty: 3027.950439
	Iteration 57Q: 3 clusters Score -636291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -636293.187500 Penalty: 3027.950439
	Iteration 58Q: 3 clusters Score -636293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -636293.562500 Penalty: 3027.950439
	Iteration 59Q: 3 clusters Score -636293.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -636294.437500 Penalty: 3027.950439
	Iteration 60F: 3 clusters Score -636294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -636299.187500 Penalty: 3027.950439
	Iteration 61Q: 3 clusters Score -636299.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -636302.812500 Penalty: 3027.950439
	Iteration 62Q: 3 clusters Score -636302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -636308.000000 Penalty: 3027.950439
	Iteration 63Q: 3 clusters Score -636308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -636311.312500 Penalty: 3027.950439
	Iteration 64Q: 3 clusters Score -636311.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -636317.937500 Penalty: 3027.950439
	Iteration 65Q: 3 clusters Score -636317.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -636320.125000 Penalty: 3027.950439
	Iteration 66Q: 3 clusters Score -636320.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -636323.937500 Penalty: 3027.950439
	Iteration 67Q: 3 clusters Score -636323.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -636327.062500 Penalty: 3027.950439
	Iteration 68Q: 3 clusters Score -636327.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -636331.812500 Penalty: 3027.950439
	Iteration 69Q: 3 clusters Score -636331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -636333.187500 Penalty: 3027.950439
	Iteration 70Q: 3 clusters Score -636333.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -636336.687500 Penalty: 3027.950439
	Iteration 71Q: 3 clusters Score -636336.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -636339.500000 Penalty: 3027.950439
	Iteration 72Q: 3 clusters Score -636339.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -636340.687500 Penalty: 3027.950439
	Iteration 73Q: 3 clusters Score -636340.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -636344.000000 Penalty: 3027.950439
	Iteration 74Q: 3 clusters Score -636344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -636345.875000 Penalty: 3027.950439
	Iteration 75Q: 3 clusters Score -636345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -636347.062500 Penalty: 3027.950439
	Iteration 76Q: 3 clusters Score -636347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -636348.062500 Penalty: 3027.950439
	Iteration 77Q: 3 clusters Score -636348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -636349.312500 Penalty: 3027.950439
	Iteration 78Q: 3 clusters Score -636349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -636350.125000 Penalty: 3027.950439
	Iteration 79Q: 3 clusters Score -636350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -636351.937500 Penalty: 3027.950439
	Iteration 80F: 3 clusters Score -636351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -636350.937500 Penalty: 3027.950439
	Iteration 81Q: 3 clusters Score -636350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -636353.812500 Penalty: 3027.950439
	Iteration 82Q: 3 clusters Score -636353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -636355.437500 Penalty: 3027.950439
	Iteration 83Q: 3 clusters Score -636355.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -636358.562500 Penalty: 3027.950439
	Iteration 84Q: 3 clusters Score -636358.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -636361.875000 Penalty: 3027.950439
	Iteration 85Q: 3 clusters Score -636361.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -636361.937500 Penalty: 3027.950439
	Iteration 86Q: 3 clusters Score -636361.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -636365.312500 Penalty: 3027.950439
	Iteration 87Q: 3 clusters Score -636365.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -636368.562500 Penalty: 3027.950439
	Iteration 88Q: 3 clusters Score -636368.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -636374.687500 Penalty: 3027.950439
	Iteration 89Q: 3 clusters Score -636374.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -636382.687500 Penalty: 3027.950439
	Iteration 90Q: 3 clusters Score -636382.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -636385.687500 Penalty: 3027.950439
	Iteration 91Q: 3 clusters Score -636385.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -636388.187500 Penalty: 3027.950439
	Iteration 92Q: 3 clusters Score -636388.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -636388.375000 Penalty: 3027.950439
	Iteration 93Q: 3 clusters Score -636388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -636390.250000 Penalty: 3027.950439
	Iteration 94Q: 3 clusters Score -636390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -636390.937500 Penalty: 3027.950439
	Iteration 95Q: 3 clusters Score -636390.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -636392.437500 Penalty: 3027.950439
	Iteration 96Q: 3 clusters Score -636392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -636391.937500 Penalty: 3027.950439
	Iteration 97Q: 3 clusters Score -636391.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -636393.375000 Penalty: 3027.950439
	Iteration 98Q: 3 clusters Score -636393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -636392.750000 Penalty: 3027.950439
	Iteration 99Q: 3 clusters Score -636392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -636392.750000 Penalty: 3027.950439
	Iteration 100F: 3 clusters Score -636392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 5993 members 
Entering Unmasked Estep 
Score: -12700942.000000 Penalty: 78348.453125
Splitting cluster 8 changes total score from -12701068.000000 to -12700942.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -122122.742188 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -122122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -119881.492188 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -119881.5 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -120332.203125 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -120332.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -120450.523438 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -120450.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -120519.945312 Penalty: 2500.381348
	Iteration 3Q: 3 clusters Score -120519.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -120583.109375 Penalty: 2500.381348
	Iteration 4Q: 3 clusters Score -120583.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -120640.835938 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -120640.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -120722.804688 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -120722.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -120796.210938 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -120796.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -120880.882812 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -120880.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -120958.226562 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -120958.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -121054.445312 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -121054.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -121153.968750 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -121154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -121235.367188 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -121235.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -121295.429688 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -121295.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -121367.054688 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -121367.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -121441.140625 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -121441.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -121480.695312 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -121480.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -121509.203125 Penalty: 2500.381348
	Iteration 17Q: 3 clusters Score -121509.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -121534.093750 Penalty: 2500.381348
	Iteration 18Q: 3 clusters Score -121534.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -121551.757812 Penalty: 2500.381348
	Iteration 19Q: 3 clusters Score -121551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -121557.773438 Penalty: 2500.381348
	Iteration 20F: 3 clusters Score -121557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -121561.234375 Penalty: 2500.381348
	Iteration 21Q: 3 clusters Score -121561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -121563.125000 Penalty: 2500.381348
	Iteration 22Q: 3 clusters Score -121563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -121564.875000 Penalty: 2500.381348
	Iteration 23Q: 3 clusters Score -121564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -121564.875000 Penalty: 2500.381348
	Iteration 24F: 3 clusters Score -121564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -20687.070312 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -20687.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19671.128906 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -19671.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19807.845703 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -19807.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19852.287109 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -19852.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19887.302734 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -19887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19924.207031 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -19924.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19965.324219 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -19965.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19988.519531 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -19988.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20008.373047 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -20008.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20026.234375 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -20026.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20042.158203 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -20042.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20067.558594 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -20067.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20102.416016 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -20102.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20137.810547 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -20137.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20187.003906 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -20187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20205.068359 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -20205.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20209.351562 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -20209.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20224.699219 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -20224.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20239.503906 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -20239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20252.339844 Penalty: 1987.664917
	Iteration 18Q: 3 clusters Score -20252.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20256.197266 Penalty: 1987.664917
	Iteration 19Q: 3 clusters Score -20256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20273.474609 Penalty: 1987.664917
	Iteration 20F: 3 clusters Score -20273.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20286.994141 Penalty: 1987.664917
	Iteration 21Q: 3 clusters Score -20286.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20294.833984 Penalty: 1987.664917
	Iteration 22Q: 3 clusters Score -20294.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20303.966797 Penalty: 1987.664917
	Iteration 23Q: 3 clusters Score -20303.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20312.208984 Penalty: 1987.664917
	Iteration 24Q: 3 clusters Score -20312.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20323.125000 Penalty: 1987.664917
	Iteration 25Q: 3 clusters Score -20323.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20327.775391 Penalty: 1987.664917
	Iteration 26Q: 3 clusters Score -20327.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20328.714844 Penalty: 1987.664917
	Iteration 27Q: 3 clusters Score -20328.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20341.505859 Penalty: 1987.664917
	Iteration 28Q: 3 clusters Score -20341.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20355.978516 Penalty: 1987.664917
	Iteration 29Q: 3 clusters Score -20355.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20392.476562 Penalty: 1987.664917
	Iteration 30Q: 3 clusters Score -20392.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20398.927734 Penalty: 1987.664917
	Iteration 31Q: 3 clusters Score -20398.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20408.349609 Penalty: 1987.664917
	Iteration 32Q: 3 clusters Score -20408.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20412.953125 Penalty: 1987.664917
	Iteration 33Q: 3 clusters Score -20412.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20422.869141 Penalty: 1987.664917
	Iteration 34Q: 3 clusters Score -20422.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20422.869141 Penalty: 1987.664917
	Iteration 35F: 3 clusters Score -20422.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -293537.437500 Penalty: 1414.858521
	Iteration 0F: 2 clusters Score -293537.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -288958.281250 Penalty: 2829.717041
	Iteration 0F: 3 clusters Score -288958.3 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -290592.562500 Penalty: 2829.717041
	Iteration 1F: 3 clusters Score -290592.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -291021.500000 Penalty: 2829.717041
	Iteration 2F: 3 clusters Score -291021.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -291364.312500 Penalty: 2829.717041
	Iteration 3F: 3 clusters Score -291364.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -291686.000000 Penalty: 2829.717041
	Iteration 4F: 3 clusters Score -291686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -292000.500000 Penalty: 2829.717041
	Iteration 5F: 3 clusters Score -292000.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -292204.718750 Penalty: 2829.717041
	Iteration 6Q: 3 clusters Score -292204.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -292334.750000 Penalty: 2829.717041
	Iteration 7Q: 3 clusters Score -292334.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -292414.437500 Penalty: 2829.717041
	Iteration 8Q: 3 clusters Score -292414.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -292469.468750 Penalty: 2829.717041
	Iteration 9Q: 3 clusters Score -292469.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -292502.250000 Penalty: 2829.717041
	Iteration 10Q: 3 clusters Score -292502.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -292522.218750 Penalty: 2829.717041
	Iteration 11Q: 3 clusters Score -292522.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -292536.062500 Penalty: 2829.717041
	Iteration 12Q: 3 clusters Score -292536.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -292549.312500 Penalty: 2829.717041
	Iteration 13Q: 3 clusters Score -292549.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -292559.000000 Penalty: 2829.717041
	Iteration 14Q: 3 clusters Score -292559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -292565.218750 Penalty: 2829.717041
	Iteration 15Q: 3 clusters Score -292565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -292568.000000 Penalty: 2829.717041
	Iteration 16Q: 3 clusters Score -292568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -292571.437500 Penalty: 2829.717041
	Iteration 17Q: 3 clusters Score -292571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -292573.562500 Penalty: 2829.717041
	Iteration 18Q: 3 clusters Score -292573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -292575.718750 Penalty: 2829.717041
	Iteration 19Q: 3 clusters Score -292575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -292578.500000 Penalty: 2829.717041
	Iteration 20F: 3 clusters Score -292578.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -292581.000000 Penalty: 2829.717041
	Iteration 21Q: 3 clusters Score -292581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -292581.531250 Penalty: 2829.717041
	Iteration 22Q: 3 clusters Score -292581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -292582.562500 Penalty: 2829.717041
	Iteration 23Q: 3 clusters Score -292582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -292583.343750 Penalty: 2829.717041
	Iteration 24Q: 3 clusters Score -292583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -292584.093750 Penalty: 2829.717041
	Iteration 25Q: 3 clusters Score -292584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -292584.500000 Penalty: 2829.717041
	Iteration 26Q: 3 clusters Score -292584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -292584.500000 Penalty: 2829.717041
	Iteration 27F: 3 clusters Score -292584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Entering Unmasked Estep 
Score: -1649409.375000 Penalty: 1666.218384
	Iteration 0F: 2 clusters Score -1649409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1630401.500000 Penalty: 3332.436768
	Iteration 0F: 3 clusters Score -1630402 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1637384.375000 Penalty: 3332.436768
	Iteration 1F: 3 clusters Score -1637384 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1637770.625000 Penalty: 3332.436768
	Iteration 2Q: 3 clusters Score -1637771 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1638219.750000 Penalty: 3332.436768
	Iteration 3Q: 3 clusters Score -1638220 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1638802.500000 Penalty: 3332.436768
	Iteration 4Q: 3 clusters Score -1638802 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1639580.250000 Penalty: 3332.436768
	Iteration 5F: 3 clusters Score -1639580 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1640708.125000 Penalty: 3332.436768
	Iteration 6F: 3 clusters Score -1640708 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1642216.375000 Penalty: 3332.436768
	Iteration 7F: 3 clusters Score -1642216 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -1643922.000000 Penalty: 3332.436768
	Iteration 8F: 3 clusters Score -1643922 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -1645584.750000 Penalty: 3332.436768
	Iteration 9F: 3 clusters Score -1645585 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -1646994.250000 Penalty: 3332.436768
	Iteration 10Q: 3 clusters Score -1646994 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -1647973.500000 Penalty: 3332.436768
	Iteration 11Q: 3 clusters Score -1647974 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -1648478.125000 Penalty: 3332.436768
	Iteration 12Q: 3 clusters Score -1648478 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -1648730.500000 Penalty: 3332.436768
	Iteration 13Q: 3 clusters Score -1648730 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1648947.625000 Penalty: 3332.436768
	Iteration 14Q: 3 clusters Score -1648948 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -1649137.750000 Penalty: 3332.436768
	Iteration 15Q: 3 clusters Score -1649138 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -1649299.875000 Penalty: 3332.436768
	Iteration 16Q: 3 clusters Score -1649300 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -1649398.750000 Penalty: 3332.436768
	Iteration 17Q: 3 clusters Score -1649399 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -1649466.125000 Penalty: 3332.436768
	Iteration 18Q: 3 clusters Score -1649466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -1649517.750000 Penalty: 3332.436768
	Iteration 19Q: 3 clusters Score -1649518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -1649564.000000 Penalty: 3332.436768
	Iteration 20F: 3 clusters Score -1649564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -1649602.125000 Penalty: 3332.436768
	Iteration 21Q: 3 clusters Score -1649602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -1649624.875000 Penalty: 3332.436768
	Iteration 22Q: 3 clusters Score -1649625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -1649636.625000 Penalty: 3332.436768
	Iteration 23Q: 3 clusters Score -1649637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -1649643.625000 Penalty: 3332.436768
	Iteration 24Q: 3 clusters Score -1649644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -1649648.250000 Penalty: 3332.436768
	Iteration 25Q: 3 clusters Score -1649648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -1649652.875000 Penalty: 3332.436768
	Iteration 26Q: 3 clusters Score -1649653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -1649652.875000 Penalty: 3332.436768
	Iteration 27Q: 3 clusters Score -1649653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -1649656.125000 Penalty: 3332.436768
	Iteration 28Q: 3 clusters Score -1649656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -1649655.500000 Penalty: 3332.436768
	Iteration 29Q: 3 clusters Score -1649656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -1649657.375000 Penalty: 3332.436768
	Iteration 30Q: 3 clusters Score -1649657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -1649658.375000 Penalty: 3332.436768
	Iteration 31Q: 3 clusters Score -1649658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -1649658.250000 Penalty: 3332.436768
	Iteration 32Q: 3 clusters Score -1649658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -1649658.625000 Penalty: 3332.436768
	Iteration 33Q: 3 clusters Score -1649659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -1649658.875000 Penalty: 3332.436768
	Iteration 34Q: 3 clusters Score -1649659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -1649660.750000 Penalty: 3332.436768
	Iteration 35Q: 3 clusters Score -1649661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -1649657.875000 Penalty: 3332.436768
	Iteration 36Q: 3 clusters Score -1649658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -1649658.500000 Penalty: 3332.436768
	Iteration 37Q: 3 clusters Score -1649658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -1649658.750000 Penalty: 3332.436768
	Iteration 38Q: 3 clusters Score -1649659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -1649658.750000 Penalty: 3332.436768
	Iteration 39F: 3 clusters Score -1649659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 24611 members 
Entering Unmasked Estep 
Score: -12701030.000000 Penalty: 78348.453125
Splitting cluster 12 changes total score from -12701068.000000 to -12701030.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (13151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Entering Unmasked Estep 
Score: -772449.937500 Penalty: 1541.191162
	Iteration 0F: 2 clusters Score -772449.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -763352.312500 Penalty: 3082.382324
	Iteration 0F: 3 clusters Score -763352.3 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -766579.562500 Penalty: 3082.382324
	Iteration 1F: 3 clusters Score -766579.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -767028.812500 Penalty: 3082.382324
	Iteration 2F: 3 clusters Score -767028.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -767379.625000 Penalty: 3082.382324
	Iteration 3F: 3 clusters Score -767379.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -767678.062500 Penalty: 3082.382324
	Iteration 4Q: 3 clusters Score -767678.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -767984.312500 Penalty: 3082.382324
	Iteration 5Q: 3 clusters Score -767984.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -768331.750000 Penalty: 3082.382324
	Iteration 6Q: 3 clusters Score -768331.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -768700.937500 Penalty: 3082.382324
	Iteration 7F: 3 clusters Score -768700.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -769058.750000 Penalty: 3082.382324
	Iteration 8Q: 3 clusters Score -769058.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -769374.625000 Penalty: 3082.382324
	Iteration 9Q: 3 clusters Score -769374.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -769650.250000 Penalty: 3082.382324
	Iteration 10Q: 3 clusters Score -769650.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -769861.562500 Penalty: 3082.382324
	Iteration 11Q: 3 clusters Score -769861.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -770005.500000 Penalty: 3082.382324
	Iteration 12Q: 3 clusters Score -770005.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -770082.500000 Penalty: 3082.382324
	Iteration 13Q: 3 clusters Score -770082.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -770134.062500 Penalty: 3082.382324
	Iteration 14Q: 3 clusters Score -770134.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -770160.125000 Penalty: 3082.382324
	Iteration 15Q: 3 clusters Score -770160.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -770185.437500 Penalty: 3082.382324
	Iteration 16Q: 3 clusters Score -770185.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -770201.125000 Penalty: 3082.382324
	Iteration 17Q: 3 clusters Score -770201.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -770216.625000 Penalty: 3082.382324
	Iteration 18Q: 3 clusters Score -770216.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -770223.937500 Penalty: 3082.382324
	Iteration 19Q: 3 clusters Score -770223.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -770234.125000 Penalty: 3082.382324
	Iteration 20F: 3 clusters Score -770234.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -770242.187500 Penalty: 3082.382324
	Iteration 21Q: 3 clusters Score -770242.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -770247.875000 Penalty: 3082.382324
	Iteration 22Q: 3 clusters Score -770247.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -770252.250000 Penalty: 3082.382324
	Iteration 23Q: 3 clusters Score -770252.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -770256.937500 Penalty: 3082.382324
	Iteration 24Q: 3 clusters Score -770256.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -770263.500000 Penalty: 3082.382324
	Iteration 25Q: 3 clusters Score -770263.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -770268.812500 Penalty: 3082.382324
	Iteration 26Q: 3 clusters Score -770268.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -770274.437500 Penalty: 3082.382324
	Iteration 27Q: 3 clusters Score -770274.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -770280.812500 Penalty: 3082.382324
	Iteration 28Q: 3 clusters Score -770280.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -770285.250000 Penalty: 3082.382324
	Iteration 29Q: 3 clusters Score -770285.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -770288.500000 Penalty: 3082.382324
	Iteration 30Q: 3 clusters Score -770288.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -770293.500000 Penalty: 3082.382324
	Iteration 31Q: 3 clusters Score -770293.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -770301.000000 Penalty: 3082.382324
	Iteration 32Q: 3 clusters Score -770301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -770312.875000 Penalty: 3082.382324
	Iteration 33Q: 3 clusters Score -770312.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -770325.875000 Penalty: 3082.382324
	Iteration 34Q: 3 clusters Score -770325.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -770346.625000 Penalty: 3082.382324
	Iteration 35Q: 3 clusters Score -770346.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -770374.187500 Penalty: 3082.382324
	Iteration 36Q: 3 clusters Score -770374.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -770408.812500 Penalty: 3082.382324
	Iteration 37Q: 3 clusters Score -770408.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -770450.187500 Penalty: 3082.382324
	Iteration 38Q: 3 clusters Score -770450.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -770501.062500 Penalty: 3082.382324
	Iteration 39Q: 3 clusters Score -770501.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -770555.375000 Penalty: 3082.382324
	Iteration 40F: 3 clusters Score -770555.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -770619.000000 Penalty: 3082.382324
	Iteration 41Q: 3 clusters Score -770619 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -770672.812500 Penalty: 3082.382324
	Iteration 42Q: 3 clusters Score -770672.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -770736.750000 Penalty: 3082.382324
	Iteration 43Q: 3 clusters Score -770736.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -770799.750000 Penalty: 3082.382324
	Iteration 44Q: 3 clusters Score -770799.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -770875.312500 Penalty: 3082.382324
	Iteration 45Q: 3 clusters Score -770875.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -770945.812500 Penalty: 3082.382324
	Iteration 46Q: 3 clusters Score -770945.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -771010.812500 Penalty: 3082.382324
	Iteration 47Q: 3 clusters Score -771010.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -771063.125000 Penalty: 3082.382324
	Iteration 48Q: 3 clusters Score -771063.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -771115.625000 Penalty: 3082.382324
	Iteration 49Q: 3 clusters Score -771115.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -771166.000000 Penalty: 3082.382324
	Iteration 50Q: 3 clusters Score -771166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -771218.812500 Penalty: 3082.382324
	Iteration 51Q: 3 clusters Score -771218.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -771297.562500 Penalty: 3082.382324
	Iteration 52Q: 3 clusters Score -771297.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -771395.375000 Penalty: 3082.382324
	Iteration 53Q: 3 clusters Score -771395.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -771516.250000 Penalty: 3082.382324
	Iteration 54Q: 3 clusters Score -771516.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -771696.250000 Penalty: 3082.382324
	Iteration 55Q: 3 clusters Score -771696.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -771920.750000 Penalty: 3082.382324
	Iteration 56Q: 3 clusters Score -771920.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -772090.437500 Penalty: 3082.382324
	Iteration 57Q: 3 clusters Score -772090.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -772223.375000 Penalty: 3082.382324
	Iteration 58Q: 3 clusters Score -772223.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -772291.250000 Penalty: 3082.382324
	Iteration 59Q: 3 clusters Score -772291.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -772334.937500 Penalty: 3082.382324
	Iteration 60F: 3 clusters Score -772334.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -772364.875000 Penalty: 3082.382324
	Iteration 61Q: 3 clusters Score -772364.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -772390.750000 Penalty: 3082.382324
	Iteration 62Q: 3 clusters Score -772390.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -772405.875000 Penalty: 3082.382324
	Iteration 63Q: 3 clusters Score -772405.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -772418.062500 Penalty: 3082.382324
	Iteration 64Q: 3 clusters Score -772418.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -772427.312500 Penalty: 3082.382324
	Iteration 65Q: 3 clusters Score -772427.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -772433.500000 Penalty: 3082.382324
	Iteration 66Q: 3 clusters Score -772433.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -772440.750000 Penalty: 3082.382324
	Iteration 67Q: 3 clusters Score -772440.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -772458.562500 Penalty: 3082.382324
	Iteration 68Q: 3 clusters Score -772458.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -772466.437500 Penalty: 3082.382324
	Iteration 69Q: 3 clusters Score -772466.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -772475.875000 Penalty: 3082.382324
	Iteration 70Q: 3 clusters Score -772475.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -772482.000000 Penalty: 3082.382324
	Iteration 71Q: 3 clusters Score -772482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -772488.437500 Penalty: 3082.382324
	Iteration 72Q: 3 clusters Score -772488.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -772496.437500 Penalty: 3082.382324
	Iteration 73Q: 3 clusters Score -772496.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -772505.625000 Penalty: 3082.382324
	Iteration 74Q: 3 clusters Score -772505.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -772509.125000 Penalty: 3082.382324
	Iteration 75Q: 3 clusters Score -772509.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -772515.312500 Penalty: 3082.382324
	Iteration 76Q: 3 clusters Score -772515.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -772521.000000 Penalty: 3082.382324
	Iteration 77Q: 3 clusters Score -772521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -772523.437500 Penalty: 3082.382324
	Iteration 78Q: 3 clusters Score -772523.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -772529.000000 Penalty: 3082.382324
	Iteration 79Q: 3 clusters Score -772529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -772535.687500 Penalty: 3082.382324
	Iteration 80F: 3 clusters Score -772535.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -772543.375000 Penalty: 3082.382324
	Iteration 81Q: 3 clusters Score -772543.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -772546.625000 Penalty: 3082.382324
	Iteration 82Q: 3 clusters Score -772546.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -772553.312500 Penalty: 3082.382324
	Iteration 83Q: 3 clusters Score -772553.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -772561.937500 Penalty: 3082.382324
	Iteration 84Q: 3 clusters Score -772561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -772566.750000 Penalty: 3082.382324
	Iteration 85Q: 3 clusters Score -772566.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -772569.875000 Penalty: 3082.382324
	Iteration 86Q: 3 clusters Score -772569.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -772576.062500 Penalty: 3082.382324
	Iteration 87Q: 3 clusters Score -772576.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -772580.000000 Penalty: 3082.382324
	Iteration 88Q: 3 clusters Score -772580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -772584.750000 Penalty: 3082.382324
	Iteration 89Q: 3 clusters Score -772584.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -772589.250000 Penalty: 3082.382324
	Iteration 90Q: 3 clusters Score -772589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -772593.937500 Penalty: 3082.382324
	Iteration 91Q: 3 clusters Score -772593.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -772599.687500 Penalty: 3082.382324
	Iteration 92Q: 3 clusters Score -772599.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -772603.812500 Penalty: 3082.382324
	Iteration 93Q: 3 clusters Score -772603.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -772608.375000 Penalty: 3082.382324
	Iteration 94Q: 3 clusters Score -772608.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -772613.125000 Penalty: 3082.382324
	Iteration 95Q: 3 clusters Score -772613.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -772615.812500 Penalty: 3082.382324
	Iteration 96Q: 3 clusters Score -772615.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -772618.375000 Penalty: 3082.382324
	Iteration 97Q: 3 clusters Score -772618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -772619.687500 Penalty: 3082.382324
	Iteration 98Q: 3 clusters Score -772619.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -772621.000000 Penalty: 3082.382324
	Iteration 99Q: 3 clusters Score -772621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -772621.750000 Penalty: 3082.382324
	Iteration 100F: 3 clusters Score -772621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -772622.812500 Penalty: 3082.382324
	Iteration 101Q: 3 clusters Score -772622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -772624.187500 Penalty: 3082.382324
	Iteration 102Q: 3 clusters Score -772624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -772621.000000 Penalty: 3082.382324
	Iteration 103Q: 3 clusters Score -772621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -772622.125000 Penalty: 3082.382324
	Iteration 104Q: 3 clusters Score -772622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -772624.187500 Penalty: 3082.382324
	Iteration 105Q: 3 clusters Score -772624.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -772625.437500 Penalty: 3082.382324
	Iteration 106Q: 3 clusters Score -772625.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -772624.625000 Penalty: 3082.382324
	Iteration 107Q: 3 clusters Score -772624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -772627.625000 Penalty: 3082.382324
	Iteration 108Q: 3 clusters Score -772627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -772630.437500 Penalty: 3082.382324
	Iteration 109Q: 3 clusters Score -772630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -772628.500000 Penalty: 3082.382324
	Iteration 110Q: 3 clusters Score -772628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -772629.125000 Penalty: 3082.382324
	Iteration 111Q: 3 clusters Score -772629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -772630.812500 Penalty: 3082.382324
	Iteration 112Q: 3 clusters Score -772630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -772630.687500 Penalty: 3082.382324
	Iteration 113Q: 3 clusters Score -772630.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -772631.437500 Penalty: 3082.382324
	Iteration 114Q: 3 clusters Score -772631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -772633.250000 Penalty: 3082.382324
	Iteration 115Q: 3 clusters Score -772633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -772633.437500 Penalty: 3082.382324
	Iteration 116Q: 3 clusters Score -772633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -772632.187500 Penalty: 3082.382324
	Iteration 117Q: 3 clusters Score -772632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -772631.625000 Penalty: 3082.382324
	Iteration 118Q: 3 clusters Score -772631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -772633.500000 Penalty: 3082.382324
	Iteration 119Q: 3 clusters Score -772633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -772633.250000 Penalty: 3082.382324
	Iteration 120F: 3 clusters Score -772633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -772633.000000 Penalty: 3082.382324
	Iteration 121Q: 3 clusters Score -772633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -772633.000000 Penalty: 3082.382324
	Iteration 122F: 3 clusters Score -772633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 7525 members 
Entering Unmasked Estep 
Score: -12700828.000000 Penalty: 78348.453125
Splitting cluster 13 changes total score from -12701068.000000 to -12700828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (11450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Entering Unmasked Estep 
Score: -685815.250000 Penalty: 1518.683594
	Iteration 0F: 2 clusters Score -685815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -677697.812500 Penalty: 3037.367188
	Iteration 0F: 3 clusters Score -677697.8 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -680351.562500 Penalty: 3037.367188
	Iteration 1F: 3 clusters Score -680351.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -680627.062500 Penalty: 3037.367188
	Iteration 2F: 3 clusters Score -680627.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -680857.687500 Penalty: 3037.367188
	Iteration 3F: 3 clusters Score -680857.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -681091.937500 Penalty: 3037.367188
	Iteration 4Q: 3 clusters Score -681091.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -681349.812500 Penalty: 3037.367188
	Iteration 5Q: 3 clusters Score -681349.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -681623.937500 Penalty: 3037.367188
	Iteration 6Q: 3 clusters Score -681623.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -681907.625000 Penalty: 3037.367188
	Iteration 7Q: 3 clusters Score -681907.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -682151.875000 Penalty: 3037.367188
	Iteration 8Q: 3 clusters Score -682151.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -682397.625000 Penalty: 3037.367188
	Iteration 9Q: 3 clusters Score -682397.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -682627.812500 Penalty: 3037.367188
	Iteration 10Q: 3 clusters Score -682627.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -682841.062500 Penalty: 3037.367188
	Iteration 11Q: 3 clusters Score -682841.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -683039.875000 Penalty: 3037.367188
	Iteration 12Q: 3 clusters Score -683039.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -683204.562500 Penalty: 3037.367188
	Iteration 13Q: 3 clusters Score -683204.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -683339.125000 Penalty: 3037.367188
	Iteration 14Q: 3 clusters Score -683339.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -683441.187500 Penalty: 3037.367188
	Iteration 15Q: 3 clusters Score -683441.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -683524.062500 Penalty: 3037.367188
	Iteration 16Q: 3 clusters Score -683524.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -683595.687500 Penalty: 3037.367188
	Iteration 17Q: 3 clusters Score -683595.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -683649.750000 Penalty: 3037.367188
	Iteration 18Q: 3 clusters Score -683649.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -683701.375000 Penalty: 3037.367188
	Iteration 19Q: 3 clusters Score -683701.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -683749.625000 Penalty: 3037.367188
	Iteration 20F: 3 clusters Score -683749.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -683780.750000 Penalty: 3037.367188
	Iteration 21Q: 3 clusters Score -683780.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -683815.812500 Penalty: 3037.367188
	Iteration 22Q: 3 clusters Score -683815.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -683860.000000 Penalty: 3037.367188
	Iteration 23Q: 3 clusters Score -683860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -683890.687500 Penalty: 3037.367188
	Iteration 24Q: 3 clusters Score -683890.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -683923.937500 Penalty: 3037.367188
	Iteration 25Q: 3 clusters Score -683923.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -683961.437500 Penalty: 3037.367188
	Iteration 26Q: 3 clusters Score -683961.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -683991.937500 Penalty: 3037.367188
	Iteration 27Q: 3 clusters Score -683991.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -684015.125000 Penalty: 3037.367188
	Iteration 28Q: 3 clusters Score -684015.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -684036.500000 Penalty: 3037.367188
	Iteration 29Q: 3 clusters Score -684036.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -684063.687500 Penalty: 3037.367188
	Iteration 30Q: 3 clusters Score -684063.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -684098.500000 Penalty: 3037.367188
	Iteration 31Q: 3 clusters Score -684098.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -684126.375000 Penalty: 3037.367188
	Iteration 32Q: 3 clusters Score -684126.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -684155.062500 Penalty: 3037.367188
	Iteration 33Q: 3 clusters Score -684155.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -684194.500000 Penalty: 3037.367188
	Iteration 34Q: 3 clusters Score -684194.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -684230.312500 Penalty: 3037.367188
	Iteration 35Q: 3 clusters Score -684230.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -684256.375000 Penalty: 3037.367188
	Iteration 36Q: 3 clusters Score -684256.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -684282.562500 Penalty: 3037.367188
	Iteration 37Q: 3 clusters Score -684282.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -684310.687500 Penalty: 3037.367188
	Iteration 38Q: 3 clusters Score -684310.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -684328.437500 Penalty: 3037.367188
	Iteration 39Q: 3 clusters Score -684328.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -684348.812500 Penalty: 3037.367188
	Iteration 40F: 3 clusters Score -684348.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -684358.687500 Penalty: 3037.367188
	Iteration 41Q: 3 clusters Score -684358.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -684372.000000 Penalty: 3037.367188
	Iteration 42Q: 3 clusters Score -684372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -684381.437500 Penalty: 3037.367188
	Iteration 43Q: 3 clusters Score -684381.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -684398.437500 Penalty: 3037.367188
	Iteration 44Q: 3 clusters Score -684398.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -684412.812500 Penalty: 3037.367188
	Iteration 45Q: 3 clusters Score -684412.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -684430.375000 Penalty: 3037.367188
	Iteration 46Q: 3 clusters Score -684430.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -684444.562500 Penalty: 3037.367188
	Iteration 47Q: 3 clusters Score -684444.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -684456.625000 Penalty: 3037.367188
	Iteration 48Q: 3 clusters Score -684456.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -684468.437500 Penalty: 3037.367188
	Iteration 49Q: 3 clusters Score -684468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -684476.312500 Penalty: 3037.367188
	Iteration 50Q: 3 clusters Score -684476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -684482.125000 Penalty: 3037.367188
	Iteration 51Q: 3 clusters Score -684482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -684485.375000 Penalty: 3037.367188
	Iteration 52Q: 3 clusters Score -684485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -684488.625000 Penalty: 3037.367188
	Iteration 53Q: 3 clusters Score -684488.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -684492.437500 Penalty: 3037.367188
	Iteration 54Q: 3 clusters Score -684492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -684498.062500 Penalty: 3037.367188
	Iteration 55Q: 3 clusters Score -684498.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -684501.437500 Penalty: 3037.367188
	Iteration 56Q: 3 clusters Score -684501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -684506.750000 Penalty: 3037.367188
	Iteration 57Q: 3 clusters Score -684506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -684506.500000 Penalty: 3037.367188
	Iteration 58Q: 3 clusters Score -684506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -684506.437500 Penalty: 3037.367188
	Iteration 59Q: 3 clusters Score -684506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -684508.375000 Penalty: 3037.367188
	Iteration 60F: 3 clusters Score -684508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -160368.593750 Penalty: 1290.518311
	Iteration 0F: 2 clusters Score -160368.6 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 1409 members 
Entering Unmasked Estep 
Score: -157755.359375 Penalty: 2581.036621
	Iteration 0F: 3 clusters Score -157755.4 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -158358.031250 Penalty: 2581.036621
	Iteration 1F: 3 clusters Score -158358 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -158491.078125 Penalty: 2581.036621
	Iteration 2F: 3 clusters Score -158491.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -158556.078125 Penalty: 2581.036621
	Iteration 3Q: 3 clusters Score -158556.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -158599.468750 Penalty: 2581.036621
	Iteration 4Q: 3 clusters Score -158599.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -158627.812500 Penalty: 2581.036621
	Iteration 5Q: 3 clusters Score -158627.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -158656.031250 Penalty: 2581.036621
	Iteration 6Q: 3 clusters Score -158656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -158675.468750 Penalty: 2581.036621
	Iteration 7Q: 3 clusters Score -158675.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -158688.906250 Penalty: 2581.036621
	Iteration 8Q: 3 clusters Score -158688.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -158697.359375 Penalty: 2581.036621
	Iteration 9Q: 3 clusters Score -158697.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -158707.500000 Penalty: 2581.036621
	Iteration 10Q: 3 clusters Score -158707.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -158719.828125 Penalty: 2581.036621
	Iteration 11Q: 3 clusters Score -158719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -158731.187500 Penalty: 2581.036621
	Iteration 12Q: 3 clusters Score -158731.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -158737.531250 Penalty: 2581.036621
	Iteration 13Q: 3 clusters Score -158737.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -158743.734375 Penalty: 2581.036621
	Iteration 14Q: 3 clusters Score -158743.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -158751.671875 Penalty: 2581.036621
	Iteration 15Q: 3 clusters Score -158751.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -158759.046875 Penalty: 2581.036621
	Iteration 16Q: 3 clusters Score -158759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -158767.937500 Penalty: 2581.036621
	Iteration 17Q: 3 clusters Score -158767.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158778.812500 Penalty: 2581.036621
	Iteration 18Q: 3 clusters Score -158778.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158786.390625 Penalty: 2581.036621
	Iteration 19Q: 3 clusters Score -158786.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -158791.750000 Penalty: 2581.036621
	Iteration 20F: 3 clusters Score -158791.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -158795.843750 Penalty: 2581.036621
	Iteration 21Q: 3 clusters Score -158795.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -158797.875000 Penalty: 2581.036621
	Iteration 22Q: 3 clusters Score -158797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158798.859375 Penalty: 2581.036621
	Iteration 23Q: 3 clusters Score -158798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -158799.359375 Penalty: 2581.036621
	Iteration 24Q: 3 clusters Score -158799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158799.843750 Penalty: 2581.036621
	Iteration 25Q: 3 clusters Score -158799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -158800.937500 Penalty: 2581.036621
	Iteration 26Q: 3 clusters Score -158800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -158802.109375 Penalty: 2581.036621
	Iteration 27Q: 3 clusters Score -158802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -158803.171875 Penalty: 2581.036621
	Iteration 28Q: 3 clusters Score -158803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -158803.796875 Penalty: 2581.036621
	Iteration 29Q: 3 clusters Score -158803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -158804.546875 Penalty: 2581.036621
	Iteration 30Q: 3 clusters Score -158804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158805.203125 Penalty: 2581.036621
	Iteration 31Q: 3 clusters Score -158805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -158806.468750 Penalty: 2581.036621
	Iteration 32Q: 3 clusters Score -158806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -158808.937500 Penalty: 2581.036621
	Iteration 33Q: 3 clusters Score -158808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -158810.375000 Penalty: 2581.036621
	Iteration 34Q: 3 clusters Score -158810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -158810.937500 Penalty: 2581.036621
	Iteration 35Q: 3 clusters Score -158810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158812.187500 Penalty: 2581.036621
	Iteration 36Q: 3 clusters Score -158812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -158815.640625 Penalty: 2581.036621
	Iteration 37Q: 3 clusters Score -158815.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -158817.515625 Penalty: 2581.036621
	Iteration 38Q: 3 clusters Score -158817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -158819.359375 Penalty: 2581.036621
	Iteration 39Q: 3 clusters Score -158819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -158821.765625 Penalty: 2581.036621
	Iteration 40F: 3 clusters Score -158821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -158823.390625 Penalty: 2581.036621
	Iteration 41Q: 3 clusters Score -158823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -158825.328125 Penalty: 2581.036621
	Iteration 42Q: 3 clusters Score -158825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -158827.156250 Penalty: 2581.036621
	Iteration 43Q: 3 clusters Score -158827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -158829.046875 Penalty: 2581.036621
	Iteration 44Q: 3 clusters Score -158829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -158830.578125 Penalty: 2581.036621
	Iteration 45Q: 3 clusters Score -158830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -158832.171875 Penalty: 2581.036621
	Iteration 46Q: 3 clusters Score -158832.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -158833.531250 Penalty: 2581.036621
	Iteration 47Q: 3 clusters Score -158833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -158835.125000 Penalty: 2581.036621
	Iteration 48Q: 3 clusters Score -158835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -158836.875000 Penalty: 2581.036621
	Iteration 49Q: 3 clusters Score -158836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -158839.093750 Penalty: 2581.036621
	Iteration 50Q: 3 clusters Score -158839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -158841.031250 Penalty: 2581.036621
	Iteration 51Q: 3 clusters Score -158841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -158841.593750 Penalty: 2581.036621
	Iteration 52Q: 3 clusters Score -158841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -158842.140625 Penalty: 2581.036621
	Iteration 53Q: 3 clusters Score -158842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -158842.140625 Penalty: 2581.036621
	Iteration 54F: 3 clusters Score -158842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -224680.703125 Penalty: 1377.613281
	Iteration 0F: 2 clusters Score -224680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -220775.953125 Penalty: 2755.226562
	Iteration 0F: 3 clusters Score -220776 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -221947.765625 Penalty: 2755.226562
	Iteration 1F: 3 clusters Score -221947.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -222219.921875 Penalty: 2755.226562
	Iteration 2F: 3 clusters Score -222219.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -222414.328125 Penalty: 2755.226562
	Iteration 3F: 3 clusters Score -222414.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -222575.546875 Penalty: 2755.226562
	Iteration 4F: 3 clusters Score -222575.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -222747.734375 Penalty: 2755.226562
	Iteration 5Q: 3 clusters Score -222747.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -222918.765625 Penalty: 2755.226562
	Iteration 6Q: 3 clusters Score -222918.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -223120.343750 Penalty: 2755.226562
	Iteration 7Q: 3 clusters Score -223120.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -223278.062500 Penalty: 2755.226562
	Iteration 8Q: 3 clusters Score -223278.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -223410.609375 Penalty: 2755.226562
	Iteration 9Q: 3 clusters Score -223410.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -223539.296875 Penalty: 2755.226562
	Iteration 10Q: 3 clusters Score -223539.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -223652.593750 Penalty: 2755.226562
	Iteration 11Q: 3 clusters Score -223652.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -223763.421875 Penalty: 2755.226562
	Iteration 12Q: 3 clusters Score -223763.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -223875.156250 Penalty: 2755.226562
	Iteration 13Q: 3 clusters Score -223875.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -223993.765625 Penalty: 2755.226562
	Iteration 14Q: 3 clusters Score -223993.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -224072.171875 Penalty: 2755.226562
	Iteration 15Q: 3 clusters Score -224072.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -224142.656250 Penalty: 2755.226562
	Iteration 16Q: 3 clusters Score -224142.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -224194.671875 Penalty: 2755.226562
	Iteration 17Q: 3 clusters Score -224194.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -224241.656250 Penalty: 2755.226562
	Iteration 18Q: 3 clusters Score -224241.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -224276.406250 Penalty: 2755.226562
	Iteration 19Q: 3 clusters Score -224276.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -224308.359375 Penalty: 2755.226562
	Iteration 20F: 3 clusters Score -224308.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -224340.609375 Penalty: 2755.226562
	Iteration 21Q: 3 clusters Score -224340.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -224374.500000 Penalty: 2755.226562
	Iteration 22Q: 3 clusters Score -224374.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -224406.890625 Penalty: 2755.226562
	Iteration 23Q: 3 clusters Score -224406.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -224435.171875 Penalty: 2755.226562
	Iteration 24Q: 3 clusters Score -224435.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -224453.140625 Penalty: 2755.226562
	Iteration 25Q: 3 clusters Score -224453.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -224465.656250 Penalty: 2755.226562
	Iteration 26Q: 3 clusters Score -224465.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -224480.437500 Penalty: 2755.226562
	Iteration 27Q: 3 clusters Score -224480.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -224500.562500 Penalty: 2755.226562
	Iteration 28Q: 3 clusters Score -224500.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -224519.281250 Penalty: 2755.226562
	Iteration 29Q: 3 clusters Score -224519.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -224539.437500 Penalty: 2755.226562
	Iteration 30Q: 3 clusters Score -224539.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -224563.406250 Penalty: 2755.226562
	Iteration 31Q: 3 clusters Score -224563.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -224598.843750 Penalty: 2755.226562
	Iteration 32Q: 3 clusters Score -224598.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -224635.343750 Penalty: 2755.226562
	Iteration 33Q: 3 clusters Score -224635.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -224666.875000 Penalty: 2755.226562
	Iteration 34Q: 3 clusters Score -224666.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -224702.843750 Penalty: 2755.226562
	Iteration 35Q: 3 clusters Score -224702.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -224733.843750 Penalty: 2755.226562
	Iteration 36Q: 3 clusters Score -224733.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -224753.234375 Penalty: 2755.226562
	Iteration 37Q: 3 clusters Score -224753.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -224770.890625 Penalty: 2755.226562
	Iteration 38Q: 3 clusters Score -224770.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -224790.734375 Penalty: 2755.226562
	Iteration 39Q: 3 clusters Score -224790.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -224817.687500 Penalty: 2755.226562
	Iteration 40F: 3 clusters Score -224817.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -224842.421875 Penalty: 2755.226562
	Iteration 41Q: 3 clusters Score -224842.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -224860.656250 Penalty: 2755.226562
	Iteration 42Q: 3 clusters Score -224860.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -224874.531250 Penalty: 2755.226562
	Iteration 43Q: 3 clusters Score -224874.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -224885.250000 Penalty: 2755.226562
	Iteration 44Q: 3 clusters Score -224885.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -224895.812500 Penalty: 2755.226562
	Iteration 45Q: 3 clusters Score -224895.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -224903.265625 Penalty: 2755.226562
	Iteration 46Q: 3 clusters Score -224903.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -224909.921875 Penalty: 2755.226562
	Iteration 47Q: 3 clusters Score -224909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -224916.171875 Penalty: 2755.226562
	Iteration 48Q: 3 clusters Score -224916.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -224921.562500 Penalty: 2755.226562
	Iteration 49Q: 3 clusters Score -224921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -224927.187500 Penalty: 2755.226562
	Iteration 50Q: 3 clusters Score -224927.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -224933.687500 Penalty: 2755.226562
	Iteration 51Q: 3 clusters Score -224933.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -224938.000000 Penalty: 2755.226562
	Iteration 52Q: 3 clusters Score -224938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -224942.625000 Penalty: 2755.226562
	Iteration 53Q: 3 clusters Score -224942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -224949.984375 Penalty: 2755.226562
	Iteration 54Q: 3 clusters Score -224950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -224956.140625 Penalty: 2755.226562
	Iteration 55Q: 3 clusters Score -224956.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -224961.015625 Penalty: 2755.226562
	Iteration 56Q: 3 clusters Score -224961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -224966.359375 Penalty: 2755.226562
	Iteration 57Q: 3 clusters Score -224966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -224972.625000 Penalty: 2755.226562
	Iteration 58Q: 3 clusters Score -224972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -224980.312500 Penalty: 2755.226562
	Iteration 59Q: 3 clusters Score -224980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -224984.750000 Penalty: 2755.226562
	Iteration 60F: 3 clusters Score -224984.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -224988.296875 Penalty: 2755.226562
	Iteration 61Q: 3 clusters Score -224988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -224990.250000 Penalty: 2755.226562
	Iteration 62Q: 3 clusters Score -224990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -224991.406250 Penalty: 2755.226562
	Iteration 63Q: 3 clusters Score -224991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -224991.562500 Penalty: 2755.226562
	Iteration 64Q: 3 clusters Score -224991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -224991.968750 Penalty: 2755.226562
	Iteration 65Q: 3 clusters Score -224992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -224991.968750 Penalty: 2755.226562
	Iteration 66F: 3 clusters Score -224992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 3267 members 
Entering Unmasked Estep 
Score: -12700742.000000 Penalty: 78348.453125
Splitting cluster 16 changes total score from -12701068.000000 to -12700742.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -19776.470703 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -19776.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18793.789062 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -18793.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18882.517578 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -18882.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18899.394531 Penalty: 1925.383179
	Iteration 2Q: 3 clusters Score -18899.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18911.982422 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -18911.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18920.460938 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -18920.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18925.652344 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -18925.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18930.056641 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -18930.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18930.800781 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -18930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18930.800781 Penalty: 1925.383179
	Iteration 8F: 3 clusters Score -18930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -355567.250000 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -355567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -350777.000000 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -350777 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -352172.750000 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -352172.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -352399.750000 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -352399.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -352585.500000 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -352585.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -352778.437500 Penalty: 2844.229248
	Iteration 4F: 3 clusters Score -352778.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -352971.156250 Penalty: 2844.229248
	Iteration 5Q: 3 clusters Score -352971.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -353168.968750 Penalty: 2844.229248
	Iteration 6F: 3 clusters Score -353169 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -353353.937500 Penalty: 2844.229248
	Iteration 7Q: 3 clusters Score -353353.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -353521.843750 Penalty: 2844.229248
	Iteration 8Q: 3 clusters Score -353521.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -353654.343750 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -353654.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -353770.906250 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -353770.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -353832.937500 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -353832.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -353871.843750 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -353871.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -353896.968750 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -353897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -353912.125000 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -353912.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -353926.437500 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -353926.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -353938.062500 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -353938.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -353951.218750 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -353951.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -353964.687500 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -353964.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -353981.187500 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -353981.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -353999.437500 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -353999.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -354018.875000 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -354018.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -354042.875000 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -354042.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -354069.625000 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -354069.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -354094.937500 Penalty: 2844.229248
	Iteration 24Q: 3 clusters Score -354094.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -354121.093750 Penalty: 2844.229248
	Iteration 25Q: 3 clusters Score -354121.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -354152.562500 Penalty: 2844.229248
	Iteration 26Q: 3 clusters Score -354152.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -354185.968750 Penalty: 2844.229248
	Iteration 27Q: 3 clusters Score -354186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -354218.156250 Penalty: 2844.229248
	Iteration 28Q: 3 clusters Score -354218.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -354242.812500 Penalty: 2844.229248
	Iteration 29Q: 3 clusters Score -354242.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -354266.281250 Penalty: 2844.229248
	Iteration 30Q: 3 clusters Score -354266.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -354290.437500 Penalty: 2844.229248
	Iteration 31Q: 3 clusters Score -354290.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -354319.781250 Penalty: 2844.229248
	Iteration 32Q: 3 clusters Score -354319.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -354354.687500 Penalty: 2844.229248
	Iteration 33Q: 3 clusters Score -354354.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -354394.312500 Penalty: 2844.229248
	Iteration 34Q: 3 clusters Score -354394.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -354433.656250 Penalty: 2844.229248
	Iteration 35Q: 3 clusters Score -354433.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -354473.062500 Penalty: 2844.229248
	Iteration 36Q: 3 clusters Score -354473.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -354501.125000 Penalty: 2844.229248
	Iteration 37Q: 3 clusters Score -354501.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -354529.312500 Penalty: 2844.229248
	Iteration 38Q: 3 clusters Score -354529.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -354562.468750 Penalty: 2844.229248
	Iteration 39Q: 3 clusters Score -354562.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -354599.250000 Penalty: 2844.229248
	Iteration 40F: 3 clusters Score -354599.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -354635.000000 Penalty: 2844.229248
	Iteration 41Q: 3 clusters Score -354635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -354668.000000 Penalty: 2844.229248
	Iteration 42Q: 3 clusters Score -354668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -354703.656250 Penalty: 2844.229248
	Iteration 43Q: 3 clusters Score -354703.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -354738.031250 Penalty: 2844.229248
	Iteration 44Q: 3 clusters Score -354738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -354777.562500 Penalty: 2844.229248
	Iteration 45Q: 3 clusters Score -354777.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -354809.906250 Penalty: 2844.229248
	Iteration 46Q: 3 clusters Score -354809.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -354839.781250 Penalty: 2844.229248
	Iteration 47Q: 3 clusters Score -354839.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -354864.625000 Penalty: 2844.229248
	Iteration 48Q: 3 clusters Score -354864.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -354883.656250 Penalty: 2844.229248
	Iteration 49Q: 3 clusters Score -354883.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -354904.281250 Penalty: 2844.229248
	Iteration 50Q: 3 clusters Score -354904.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -354917.156250 Penalty: 2844.229248
	Iteration 51Q: 3 clusters Score -354917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -354923.187500 Penalty: 2844.229248
	Iteration 52Q: 3 clusters Score -354923.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -354925.968750 Penalty: 2844.229248
	Iteration 53Q: 3 clusters Score -354926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -354926.875000 Penalty: 2844.229248
	Iteration 54Q: 3 clusters Score -354926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -354927.718750 Penalty: 2844.229248
	Iteration 55Q: 3 clusters Score -354927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -354929.187500 Penalty: 2844.229248
	Iteration 56Q: 3 clusters Score -354929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -354929.843750 Penalty: 2844.229248
	Iteration 57Q: 3 clusters Score -354929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -354930.531250 Penalty: 2844.229248
	Iteration 58Q: 3 clusters Score -354930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -354930.562500 Penalty: 2844.229248
	Iteration 59Q: 3 clusters Score -354930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -354931.031250 Penalty: 2844.229248
	Iteration 60F: 3 clusters Score -354931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -354931.593750 Penalty: 2844.229248
	Iteration 61Q: 3 clusters Score -354931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -354931.593750 Penalty: 2844.229248
	Iteration 62F: 3 clusters Score -354931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -763918.375000 Penalty: 1542.826172
	Iteration 0F: 2 clusters Score -763918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -754649.500000 Penalty: 3085.652344
	Iteration 0F: 3 clusters Score -754649.5 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -757795.750000 Penalty: 3085.652344
	Iteration 1F: 3 clusters Score -757795.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -758108.312500 Penalty: 3085.652344
	Iteration 2F: 3 clusters Score -758108.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -758415.187500 Penalty: 3085.652344
	Iteration 3Q: 3 clusters Score -758415.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -758792.500000 Penalty: 3085.652344
	Iteration 4F: 3 clusters Score -758792.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -759204.812500 Penalty: 3085.652344
	Iteration 5F: 3 clusters Score -759204.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -759618.937500 Penalty: 3085.652344
	Iteration 6F: 3 clusters Score -759618.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -760004.437500 Penalty: 3085.652344
	Iteration 7F: 3 clusters Score -760004.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -760373.437500 Penalty: 3085.652344
	Iteration 8Q: 3 clusters Score -760373.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -760644.125000 Penalty: 3085.652344
	Iteration 9Q: 3 clusters Score -760644.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -760819.437500 Penalty: 3085.652344
	Iteration 10Q: 3 clusters Score -760819.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -760931.687500 Penalty: 3085.652344
	Iteration 11Q: 3 clusters Score -760931.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -760998.625000 Penalty: 3085.652344
	Iteration 12Q: 3 clusters Score -760998.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -761052.625000 Penalty: 3085.652344
	Iteration 13Q: 3 clusters Score -761052.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -761086.437500 Penalty: 3085.652344
	Iteration 14Q: 3 clusters Score -761086.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -761113.625000 Penalty: 3085.652344
	Iteration 15Q: 3 clusters Score -761113.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -761133.562500 Penalty: 3085.652344
	Iteration 16Q: 3 clusters Score -761133.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -761150.687500 Penalty: 3085.652344
	Iteration 17Q: 3 clusters Score -761150.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -761170.625000 Penalty: 3085.652344
	Iteration 18Q: 3 clusters Score -761170.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -761188.687500 Penalty: 3085.652344
	Iteration 19Q: 3 clusters Score -761188.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -761208.187500 Penalty: 3085.652344
	Iteration 20F: 3 clusters Score -761208.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -761222.437500 Penalty: 3085.652344
	Iteration 21Q: 3 clusters Score -761222.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -761245.750000 Penalty: 3085.652344
	Iteration 22Q: 3 clusters Score -761245.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -761275.187500 Penalty: 3085.652344
	Iteration 23Q: 3 clusters Score -761275.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -761309.562500 Penalty: 3085.652344
	Iteration 24Q: 3 clusters Score -761309.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -761341.125000 Penalty: 3085.652344
	Iteration 25Q: 3 clusters Score -761341.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -761382.937500 Penalty: 3085.652344
	Iteration 26Q: 3 clusters Score -761382.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -761426.250000 Penalty: 3085.652344
	Iteration 27Q: 3 clusters Score -761426.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -761477.625000 Penalty: 3085.652344
	Iteration 28Q: 3 clusters Score -761477.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -761522.500000 Penalty: 3085.652344
	Iteration 29Q: 3 clusters Score -761522.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -761581.750000 Penalty: 3085.652344
	Iteration 30Q: 3 clusters Score -761581.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -761652.937500 Penalty: 3085.652344
	Iteration 31Q: 3 clusters Score -761652.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -761726.125000 Penalty: 3085.652344
	Iteration 32Q: 3 clusters Score -761726.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -761803.687500 Penalty: 3085.652344
	Iteration 33Q: 3 clusters Score -761803.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -761871.625000 Penalty: 3085.652344
	Iteration 34Q: 3 clusters Score -761871.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -761943.875000 Penalty: 3085.652344
	Iteration 35Q: 3 clusters Score -761943.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -762011.000000 Penalty: 3085.652344
	Iteration 36Q: 3 clusters Score -762011 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -762065.437500 Penalty: 3085.652344
	Iteration 37Q: 3 clusters Score -762065.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -762124.937500 Penalty: 3085.652344
	Iteration 38Q: 3 clusters Score -762124.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -762196.937500 Penalty: 3085.652344
	Iteration 39Q: 3 clusters Score -762196.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -762260.812500 Penalty: 3085.652344
	Iteration 40F: 3 clusters Score -762260.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -762314.187500 Penalty: 3085.652344
	Iteration 41Q: 3 clusters Score -762314.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -762370.875000 Penalty: 3085.652344
	Iteration 42Q: 3 clusters Score -762370.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -762411.812500 Penalty: 3085.652344
	Iteration 43Q: 3 clusters Score -762411.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -762453.000000 Penalty: 3085.652344
	Iteration 44Q: 3 clusters Score -762453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -762469.500000 Penalty: 3085.652344
	Iteration 45Q: 3 clusters Score -762469.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -762492.750000 Penalty: 3085.652344
	Iteration 46Q: 3 clusters Score -762492.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -762508.750000 Penalty: 3085.652344
	Iteration 47Q: 3 clusters Score -762508.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -762525.875000 Penalty: 3085.652344
	Iteration 48Q: 3 clusters Score -762525.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -762533.812500 Penalty: 3085.652344
	Iteration 49Q: 3 clusters Score -762533.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -762546.250000 Penalty: 3085.652344
	Iteration 50Q: 3 clusters Score -762546.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -762556.062500 Penalty: 3085.652344
	Iteration 51Q: 3 clusters Score -762556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -762566.125000 Penalty: 3085.652344
	Iteration 52Q: 3 clusters Score -762566.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -762575.562500 Penalty: 3085.652344
	Iteration 53Q: 3 clusters Score -762575.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -762578.875000 Penalty: 3085.652344
	Iteration 54Q: 3 clusters Score -762578.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -762581.312500 Penalty: 3085.652344
	Iteration 55Q: 3 clusters Score -762581.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -762585.187500 Penalty: 3085.652344
	Iteration 56Q: 3 clusters Score -762585.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -762588.812500 Penalty: 3085.652344
	Iteration 57Q: 3 clusters Score -762588.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -762594.125000 Penalty: 3085.652344
	Iteration 58Q: 3 clusters Score -762594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -762594.875000 Penalty: 3085.652344
	Iteration 59Q: 3 clusters Score -762594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -762595.812500 Penalty: 3085.652344
	Iteration 60F: 3 clusters Score -762595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -327799.937500 Penalty: 1402.459839
	Iteration 0F: 2 clusters Score -327799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -323499.000000 Penalty: 2804.919678
	Iteration 0F: 3 clusters Score -323499 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -324797.562500 Penalty: 2804.919678
	Iteration 1F: 3 clusters Score -324797.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -325011.875000 Penalty: 2804.919678
	Iteration 2F: 3 clusters Score -325011.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -325181.250000 Penalty: 2804.919678
	Iteration 3F: 3 clusters Score -325181.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -325319.031250 Penalty: 2804.919678
	Iteration 4Q: 3 clusters Score -325319 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -325442.281250 Penalty: 2804.919678
	Iteration 5Q: 3 clusters Score -325442.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -325579.593750 Penalty: 2804.919678
	Iteration 6Q: 3 clusters Score -325579.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -325710.343750 Penalty: 2804.919678
	Iteration 7Q: 3 clusters Score -325710.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -325810.093750 Penalty: 2804.919678
	Iteration 8Q: 3 clusters Score -325810.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -325884.812500 Penalty: 2804.919678
	Iteration 9Q: 3 clusters Score -325884.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -325950.625000 Penalty: 2804.919678
	Iteration 10Q: 3 clusters Score -325950.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -326002.468750 Penalty: 2804.919678
	Iteration 11Q: 3 clusters Score -326002.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -326042.687500 Penalty: 2804.919678
	Iteration 12Q: 3 clusters Score -326042.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -326066.437500 Penalty: 2804.919678
	Iteration 13Q: 3 clusters Score -326066.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -326086.875000 Penalty: 2804.919678
	Iteration 14Q: 3 clusters Score -326086.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -326103.093750 Penalty: 2804.919678
	Iteration 15Q: 3 clusters Score -326103.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -326116.031250 Penalty: 2804.919678
	Iteration 16Q: 3 clusters Score -326116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -326126.375000 Penalty: 2804.919678
	Iteration 17Q: 3 clusters Score -326126.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -326134.937500 Penalty: 2804.919678
	Iteration 18Q: 3 clusters Score -326134.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -326142.843750 Penalty: 2804.919678
	Iteration 19Q: 3 clusters Score -326142.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -326151.312500 Penalty: 2804.919678
	Iteration 20F: 3 clusters Score -326151.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -326155.218750 Penalty: 2804.919678
	Iteration 21Q: 3 clusters Score -326155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -326159.750000 Penalty: 2804.919678
	Iteration 22Q: 3 clusters Score -326159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -326163.468750 Penalty: 2804.919678
	Iteration 23Q: 3 clusters Score -326163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -326166.625000 Penalty: 2804.919678
	Iteration 24Q: 3 clusters Score -326166.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -326170.468750 Penalty: 2804.919678
	Iteration 25Q: 3 clusters Score -326170.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -326174.281250 Penalty: 2804.919678
	Iteration 26Q: 3 clusters Score -326174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -326177.437500 Penalty: 2804.919678
	Iteration 27Q: 3 clusters Score -326177.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -326181.593750 Penalty: 2804.919678
	Iteration 28Q: 3 clusters Score -326181.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -326186.406250 Penalty: 2804.919678
	Iteration 29Q: 3 clusters Score -326186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -326188.343750 Penalty: 2804.919678
	Iteration 30Q: 3 clusters Score -326188.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -326190.250000 Penalty: 2804.919678
	Iteration 31Q: 3 clusters Score -326190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -326193.343750 Penalty: 2804.919678
	Iteration 32Q: 3 clusters Score -326193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -326198.500000 Penalty: 2804.919678
	Iteration 33Q: 3 clusters Score -326198.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -326203.093750 Penalty: 2804.919678
	Iteration 34Q: 3 clusters Score -326203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -326206.500000 Penalty: 2804.919678
	Iteration 35Q: 3 clusters Score -326206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -326208.687500 Penalty: 2804.919678
	Iteration 36Q: 3 clusters Score -326208.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -326211.062500 Penalty: 2804.919678
	Iteration 37Q: 3 clusters Score -326211.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -326213.406250 Penalty: 2804.919678
	Iteration 38Q: 3 clusters Score -326213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -326213.781250 Penalty: 2804.919678
	Iteration 39Q: 3 clusters Score -326213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -326215.062500 Penalty: 2804.919678
	Iteration 40F: 3 clusters Score -326215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -326215.468750 Penalty: 2804.919678
	Iteration 41Q: 3 clusters Score -326215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -326217.531250 Penalty: 2804.919678
	Iteration 42Q: 3 clusters Score -326217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -326218.625000 Penalty: 2804.919678
	Iteration 43Q: 3 clusters Score -326218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -326220.187500 Penalty: 2804.919678
	Iteration 44Q: 3 clusters Score -326220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -326221.187500 Penalty: 2804.919678
	Iteration 45Q: 3 clusters Score -326221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -326222.937500 Penalty: 2804.919678
	Iteration 46Q: 3 clusters Score -326222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -326224.250000 Penalty: 2804.919678
	Iteration 47Q: 3 clusters Score -326224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -326224.968750 Penalty: 2804.919678
	Iteration 48Q: 3 clusters Score -326225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -326225.718750 Penalty: 2804.919678
	Iteration 49Q: 3 clusters Score -326225.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -326225.437500 Penalty: 2804.919678
	Iteration 50Q: 3 clusters Score -326225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -326225.687500 Penalty: 2804.919678
	Iteration 51Q: 3 clusters Score -326225.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -326225.687500 Penalty: 2804.919678
	Iteration 52F: 3 clusters Score -326225.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -67917.953125 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -67917.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66262.921875 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -66262.92 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66639.031250 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -66639.03 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -66812.960938 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -66812.96 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -66962.171875 Penalty: 2329.287354
	Iteration 3F: 3 clusters Score -66962.17 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -67059.617188 Penalty: 2329.287354
	Iteration 4F: 3 clusters Score -67059.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -67118.593750 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -67118.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67160.507812 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -67160.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67207.078125 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -67207.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67242.734375 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -67242.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -67279.320312 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -67279.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67309.132812 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -67309.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -67331.921875 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -67331.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67390.351562 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -67390.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67546.570312 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -67546.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -67820.640625 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -67820.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67911.273438 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -67911.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67974.625000 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -67974.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68029.023438 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -68029.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68059.992188 Penalty: 2329.287354
	Iteration 18Q: 3 clusters Score -68059.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68089.812500 Penalty: 2329.287354
	Iteration 19Q: 3 clusters Score -68089.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68113.875000 Penalty: 2329.287354
	Iteration 20F: 3 clusters Score -68113.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68131.195312 Penalty: 2329.287354
	Iteration 21Q: 3 clusters Score -68131.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68155.484375 Penalty: 2329.287354
	Iteration 22Q: 3 clusters Score -68155.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -68184.140625 Penalty: 2329.287354
	Iteration 23Q: 3 clusters Score -68184.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68215.484375 Penalty: 2329.287354
	Iteration 24Q: 3 clusters Score -68215.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68249.484375 Penalty: 2329.287354
	Iteration 25Q: 3 clusters Score -68249.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68261.343750 Penalty: 2329.287354
	Iteration 26Q: 3 clusters Score -68261.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68267.812500 Penalty: 2329.287354
	Iteration 27Q: 3 clusters Score -68267.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68275.054688 Penalty: 2329.287354
	Iteration 28Q: 3 clusters Score -68275.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68281.000000 Penalty: 2329.287354
	Iteration 29Q: 3 clusters Score -68281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -68289.429688 Penalty: 2329.287354
	Iteration 30Q: 3 clusters Score -68289.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -68293.984375 Penalty: 2329.287354
	Iteration 31Q: 3 clusters Score -68293.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68294.898438 Penalty: 2329.287354
	Iteration 32Q: 3 clusters Score -68294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68294.898438 Penalty: 2329.287354
	Iteration 33F: 3 clusters Score -68294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 805 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 491 members 
Entering Unmasked Estep 
Score: -12700622.000000 Penalty: 78348.453125
Splitting cluster 21 changes total score from -12701068.000000 to -12700622.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -562994.375000 Penalty: 1489.078979
	Iteration 0F: 2 clusters Score -562994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -556071.500000 Penalty: 2978.157959
	Iteration 0F: 3 clusters Score -556071.5 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -558527.375000 Penalty: 2978.157959
	Iteration 1F: 3 clusters Score -558527.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -559007.687500 Penalty: 2978.157959
	Iteration 2F: 3 clusters Score -559007.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -559366.812500 Penalty: 2978.157959
	Iteration 3F: 3 clusters Score -559366.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -559709.812500 Penalty: 2978.157959
	Iteration 4F: 3 clusters Score -559709.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -560049.750000 Penalty: 2978.157959
	Iteration 5F: 3 clusters Score -560049.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -560390.062500 Penalty: 2978.157959
	Iteration 6F: 3 clusters Score -560390.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -560744.375000 Penalty: 2978.157959
	Iteration 7F: 3 clusters Score -560744.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -561009.250000 Penalty: 2978.157959
	Iteration 8Q: 3 clusters Score -561009.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -561205.625000 Penalty: 2978.157959
	Iteration 9Q: 3 clusters Score -561205.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -561403.000000 Penalty: 2978.157959
	Iteration 10Q: 3 clusters Score -561403 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -561625.187500 Penalty: 2978.157959
	Iteration 11Q: 3 clusters Score -561625.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -561810.312500 Penalty: 2978.157959
	Iteration 12Q: 3 clusters Score -561810.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -561914.625000 Penalty: 2978.157959
	Iteration 13Q: 3 clusters Score -561914.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -561985.000000 Penalty: 2978.157959
	Iteration 14Q: 3 clusters Score -561985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -562054.812500 Penalty: 2978.157959
	Iteration 15Q: 3 clusters Score -562054.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -562138.437500 Penalty: 2978.157959
	Iteration 16Q: 3 clusters Score -562138.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -562213.687500 Penalty: 2978.157959
	Iteration 17Q: 3 clusters Score -562213.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -562303.875000 Penalty: 2978.157959
	Iteration 18Q: 3 clusters Score -562303.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -562394.125000 Penalty: 2978.157959
	Iteration 19Q: 3 clusters Score -562394.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -562459.062500 Penalty: 2978.157959
	Iteration 20F: 3 clusters Score -562459.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -562497.125000 Penalty: 2978.157959
	Iteration 21Q: 3 clusters Score -562497.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -562514.875000 Penalty: 2978.157959
	Iteration 22Q: 3 clusters Score -562514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -562520.250000 Penalty: 2978.157959
	Iteration 23Q: 3 clusters Score -562520.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -562528.125000 Penalty: 2978.157959
	Iteration 24Q: 3 clusters Score -562528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -562531.125000 Penalty: 2978.157959
	Iteration 25Q: 3 clusters Score -562531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -562531.812500 Penalty: 2978.157959
	Iteration 26Q: 3 clusters Score -562531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -562532.375000 Penalty: 2978.157959
	Iteration 27Q: 3 clusters Score -562532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -562533.687500 Penalty: 2978.157959
	Iteration 28Q: 3 clusters Score -562533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -562533.062500 Penalty: 2978.157959
	Iteration 29Q: 3 clusters Score -562533.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -562533.062500 Penalty: 2978.157959
	Iteration 30F: 3 clusters Score -562533.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Entering Unmasked Estep 
Score: -1505364.500000 Penalty: 1647.458130
	Iteration 0F: 2 clusters Score -1505364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1488304.375000 Penalty: 3294.916260
	Iteration 0F: 3 clusters Score -1488304 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1494665.125000 Penalty: 3294.916260
	Iteration 1F: 3 clusters Score -1494665 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1495095.375000 Penalty: 3294.916260
	Iteration 2Q: 3 clusters Score -1495095 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1495599.500000 Penalty: 3294.916260
	Iteration 3Q: 3 clusters Score -1495600 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1496266.125000 Penalty: 3294.916260
	Iteration 4F: 3 clusters Score -1496266 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1497246.375000 Penalty: 3294.916260
	Iteration 5F: 3 clusters Score -1497246 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1498565.875000 Penalty: 3294.916260
	Iteration 6F: 3 clusters Score -1498566 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1500129.625000 Penalty: 3294.916260
	Iteration 7F: 3 clusters Score -1500130 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1501564.750000 Penalty: 3294.916260
	Iteration 8F: 3 clusters Score -1501565 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1502667.375000 Penalty: 3294.916260
	Iteration 9Q: 3 clusters Score -1502667 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1503328.375000 Penalty: 3294.916260
	Iteration 10Q: 3 clusters Score -1503328 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1503649.250000 Penalty: 3294.916260
	Iteration 11Q: 3 clusters Score -1503649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1503785.000000 Penalty: 3294.916260
	Iteration 12Q: 3 clusters Score -1503785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1503843.125000 Penalty: 3294.916260
	Iteration 13Q: 3 clusters Score -1503843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1503873.375000 Penalty: 3294.916260
	Iteration 14Q: 3 clusters Score -1503873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1503895.125000 Penalty: 3294.916260
	Iteration 15Q: 3 clusters Score -1503895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1503902.625000 Penalty: 3294.916260
	Iteration 16Q: 3 clusters Score -1503903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1503907.625000 Penalty: 3294.916260
	Iteration 17Q: 3 clusters Score -1503908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1503912.500000 Penalty: 3294.916260
	Iteration 18Q: 3 clusters Score -1503912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1503913.875000 Penalty: 3294.916260
	Iteration 19Q: 3 clusters Score -1503914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1503913.875000 Penalty: 3294.916260
	Iteration 20F: 3 clusters Score -1503914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -134910.593750 Penalty: 1261.006592
	Iteration 0F: 2 clusters Score -134910.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -132582.562500 Penalty: 2522.013184
	Iteration 0F: 3 clusters Score -132582.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -133153.328125 Penalty: 2522.013184
	Iteration 1F: 3 clusters Score -133153.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133301.406250 Penalty: 2522.013184
	Iteration 2F: 3 clusters Score -133301.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133438.109375 Penalty: 2522.013184
	Iteration 3F: 3 clusters Score -133438.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -133581.109375 Penalty: 2522.013184
	Iteration 4F: 3 clusters Score -133581.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133748.828125 Penalty: 2522.013184
	Iteration 5F: 3 clusters Score -133748.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133918.031250 Penalty: 2522.013184
	Iteration 6F: 3 clusters Score -133918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134065.125000 Penalty: 2522.013184
	Iteration 7Q: 3 clusters Score -134065.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134163.156250 Penalty: 2522.013184
	Iteration 8Q: 3 clusters Score -134163.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134230.375000 Penalty: 2522.013184
	Iteration 9Q: 3 clusters Score -134230.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134286.921875 Penalty: 2522.013184
	Iteration 10Q: 3 clusters Score -134286.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -134320.875000 Penalty: 2522.013184
	Iteration 11Q: 3 clusters Score -134320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134352.015625 Penalty: 2522.013184
	Iteration 12Q: 3 clusters Score -134352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134370.812500 Penalty: 2522.013184
	Iteration 13Q: 3 clusters Score -134370.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134386.750000 Penalty: 2522.013184
	Iteration 14Q: 3 clusters Score -134386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134396.468750 Penalty: 2522.013184
	Iteration 15Q: 3 clusters Score -134396.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134413.078125 Penalty: 2522.013184
	Iteration 16Q: 3 clusters Score -134413.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -134434.750000 Penalty: 2522.013184
	Iteration 17Q: 3 clusters Score -134434.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134449.250000 Penalty: 2522.013184
	Iteration 18Q: 3 clusters Score -134449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134460.343750 Penalty: 2522.013184
	Iteration 19Q: 3 clusters Score -134460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134466.625000 Penalty: 2522.013184
	Iteration 20F: 3 clusters Score -134466.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134473.765625 Penalty: 2522.013184
	Iteration 21Q: 3 clusters Score -134473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134481.421875 Penalty: 2522.013184
	Iteration 22Q: 3 clusters Score -134481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134486.703125 Penalty: 2522.013184
	Iteration 23Q: 3 clusters Score -134486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134487.593750 Penalty: 2522.013184
	Iteration 24Q: 3 clusters Score -134487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134488.812500 Penalty: 2522.013184
	Iteration 25Q: 3 clusters Score -134488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134489.093750 Penalty: 2522.013184
	Iteration 26Q: 3 clusters Score -134489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134490.062500 Penalty: 2522.013184
	Iteration 27Q: 3 clusters Score -134490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134491.890625 Penalty: 2522.013184
	Iteration 28Q: 3 clusters Score -134491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134492.218750 Penalty: 2522.013184
	Iteration 29Q: 3 clusters Score -134492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134492.703125 Penalty: 2522.013184
	Iteration 30Q: 3 clusters Score -134492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134493.390625 Penalty: 2522.013184
	Iteration 31Q: 3 clusters Score -134493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -134493.390625 Penalty: 2522.013184
	Iteration 32F: 3 clusters Score -134493.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -72227.796875 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -72227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70607.789062 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -70607.79 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -70909.328125 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -70909.33 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -70982.898438 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -70982.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71019.234375 Penalty: 2318.321289
	Iteration 3Q: 3 clusters Score -71019.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71048.039062 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -71048.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71067.070312 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -71067.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -71085.421875 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -71085.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -71103.906250 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -71103.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -71113.328125 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -71113.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -71116.468750 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -71116.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -71124.117188 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -71124.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71131.359375 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -71131.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71138.593750 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -71138.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71145.929688 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -71145.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71155.218750 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -71155.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71164.132812 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -71164.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71174.398438 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -71174.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71183.343750 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -71183.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -71192.726562 Penalty: 2318.321289
	Iteration 18Q: 3 clusters Score -71192.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -71201.125000 Penalty: 2318.321289
	Iteration 19Q: 3 clusters Score -71201.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -71202.937500 Penalty: 2318.321289
	Iteration 20F: 3 clusters Score -71202.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71204.039062 Penalty: 2318.321289
	Iteration 21Q: 3 clusters Score -71204.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -71206.085938 Penalty: 2318.321289
	Iteration 22Q: 3 clusters Score -71206.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71206.906250 Penalty: 2318.321289
	Iteration 23Q: 3 clusters Score -71206.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71207.218750 Penalty: 2318.321289
	Iteration 24Q: 3 clusters Score -71207.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71208.218750 Penalty: 2318.321289
	Iteration 25Q: 3 clusters Score -71208.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -71209.484375 Penalty: 2318.321289
	Iteration 26Q: 3 clusters Score -71209.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71212.679688 Penalty: 2318.321289
	Iteration 27Q: 3 clusters Score -71212.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -71217.898438 Penalty: 2318.321289
	Iteration 28Q: 3 clusters Score -71217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71221.773438 Penalty: 2318.321289
	Iteration 29Q: 3 clusters Score -71221.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71225.796875 Penalty: 2318.321289
	Iteration 30Q: 3 clusters Score -71225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71231.750000 Penalty: 2318.321289
	Iteration 31Q: 3 clusters Score -71231.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71238.179688 Penalty: 2318.321289
	Iteration 32Q: 3 clusters Score -71238.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -71246.601562 Penalty: 2318.321289
	Iteration 33Q: 3 clusters Score -71246.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71254.289062 Penalty: 2318.321289
	Iteration 34Q: 3 clusters Score -71254.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -71257.601562 Penalty: 2318.321289
	Iteration 35Q: 3 clusters Score -71257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -71261.945312 Penalty: 2318.321289
	Iteration 36Q: 3 clusters Score -71261.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71264.492188 Penalty: 2318.321289
	Iteration 37Q: 3 clusters Score -71264.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -71265.179688 Penalty: 2318.321289
	Iteration 38Q: 3 clusters Score -71265.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -71267.671875 Penalty: 2318.321289
	Iteration 39Q: 3 clusters Score -71267.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -71269.109375 Penalty: 2318.321289
	Iteration 40F: 3 clusters Score -71269.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71269.367188 Penalty: 2318.321289
	Iteration 41Q: 3 clusters Score -71269.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -71269.546875 Penalty: 2318.321289
	Iteration 42Q: 3 clusters Score -71269.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -71269.875000 Penalty: 2318.321289
	Iteration 43Q: 3 clusters Score -71269.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71270.390625 Penalty: 2318.321289
	Iteration 44Q: 3 clusters Score -71270.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -71270.828125 Penalty: 2318.321289
	Iteration 45Q: 3 clusters Score -71270.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 2318.321289
	Iteration 46Q: 3 clusters Score -71271.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71272.257812 Penalty: 2318.321289
	Iteration 47Q: 3 clusters Score -71272.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71272.257812 Penalty: 2318.321289
	Iteration 48F: 3 clusters Score -71272.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Entering Unmasked Estep 
Score: -651532.625000 Penalty: 1515.212158
	Iteration 0F: 2 clusters Score -651532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -643558.187500 Penalty: 3030.424316
	Iteration 0F: 3 clusters Score -643558.2 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -646283.687500 Penalty: 3030.424316
	Iteration 1F: 3 clusters Score -646283.7 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -646688.562500 Penalty: 3030.424316
	Iteration 2F: 3 clusters Score -646688.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -647170.937500 Penalty: 3030.424316
	Iteration 3F: 3 clusters Score -647170.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -647702.625000 Penalty: 3030.424316
	Iteration 4F: 3 clusters Score -647702.6 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -648285.937500 Penalty: 3030.424316
	Iteration 5F: 3 clusters Score -648285.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -648854.250000 Penalty: 3030.424316
	Iteration 6F: 3 clusters Score -648854.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -649373.687500 Penalty: 3030.424316
	Iteration 7F: 3 clusters Score -649373.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -649735.062500 Penalty: 3030.424316
	Iteration 8Q: 3 clusters Score -649735.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -649976.125000 Penalty: 3030.424316
	Iteration 9Q: 3 clusters Score -649976.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -650122.625000 Penalty: 3030.424316
	Iteration 10Q: 3 clusters Score -650122.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -650239.062500 Penalty: 3030.424316
	Iteration 11Q: 3 clusters Score -650239.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -650321.312500 Penalty: 3030.424316
	Iteration 12Q: 3 clusters Score -650321.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -650370.687500 Penalty: 3030.424316
	Iteration 13Q: 3 clusters Score -650370.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -650400.812500 Penalty: 3030.424316
	Iteration 14Q: 3 clusters Score -650400.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -650427.125000 Penalty: 3030.424316
	Iteration 15Q: 3 clusters Score -650427.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -650446.437500 Penalty: 3030.424316
	Iteration 16Q: 3 clusters Score -650446.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -650457.250000 Penalty: 3030.424316
	Iteration 17Q: 3 clusters Score -650457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -650464.937500 Penalty: 3030.424316
	Iteration 18Q: 3 clusters Score -650464.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -650473.312500 Penalty: 3030.424316
	Iteration 19Q: 3 clusters Score -650473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -650476.187500 Penalty: 3030.424316
	Iteration 20F: 3 clusters Score -650476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -650483.062500 Penalty: 3030.424316
	Iteration 21Q: 3 clusters Score -650483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -650486.875000 Penalty: 3030.424316
	Iteration 22Q: 3 clusters Score -650486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -650487.250000 Penalty: 3030.424316
	Iteration 23Q: 3 clusters Score -650487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -650488.437500 Penalty: 3030.424316
	Iteration 24Q: 3 clusters Score -650488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -650489.437500 Penalty: 3030.424316
	Iteration 25Q: 3 clusters Score -650489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -650489.250000 Penalty: 3030.424316
	Iteration 26Q: 3 clusters Score -650489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -650490.500000 Penalty: 3030.424316
	Iteration 27Q: 3 clusters Score -650490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -650493.562500 Penalty: 3030.424316
	Iteration 28Q: 3 clusters Score -650493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -650493.562500 Penalty: 3030.424316
	Iteration 29F: 3 clusters Score -650493.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Entering Unmasked Estep 
Score: -520932.375000 Penalty: 1476.442017
	Iteration 0F: 2 clusters Score -520932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -514565.406250 Penalty: 2952.884033
	Iteration 0F: 3 clusters Score -514565.4 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -516576.156250 Penalty: 2952.884033
	Iteration 1F: 3 clusters Score -516576.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -516805.968750 Penalty: 2952.884033
	Iteration 2F: 3 clusters Score -516806 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -517029.187500 Penalty: 2952.884033
	Iteration 3Q: 3 clusters Score -517029.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -517239.718750 Penalty: 2952.884033
	Iteration 4Q: 3 clusters Score -517239.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -517422.562500 Penalty: 2952.884033
	Iteration 5Q: 3 clusters Score -517422.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -517595.906250 Penalty: 2952.884033
	Iteration 6Q: 3 clusters Score -517595.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -517795.906250 Penalty: 2952.884033
	Iteration 7Q: 3 clusters Score -517795.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -518011.687500 Penalty: 2952.884033
	Iteration 8Q: 3 clusters Score -518011.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -518255.843750 Penalty: 2952.884033
	Iteration 9Q: 3 clusters Score -518255.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -518532.000000 Penalty: 2952.884033
	Iteration 10Q: 3 clusters Score -518532 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -518813.000000 Penalty: 2952.884033
	Iteration 11Q: 3 clusters Score -518813 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -519057.843750 Penalty: 2952.884033
	Iteration 12Q: 3 clusters Score -519057.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -519318.281250 Penalty: 2952.884033
	Iteration 13Q: 3 clusters Score -519318.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -519505.312500 Penalty: 2952.884033
	Iteration 14Q: 3 clusters Score -519505.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -519622.250000 Penalty: 2952.884033
	Iteration 15Q: 3 clusters Score -519622.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -519704.312500 Penalty: 2952.884033
	Iteration 16Q: 3 clusters Score -519704.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -519776.437500 Penalty: 2952.884033
	Iteration 17Q: 3 clusters Score -519776.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -519837.062500 Penalty: 2952.884033
	Iteration 18Q: 3 clusters Score -519837.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -519873.625000 Penalty: 2952.884033
	Iteration 19Q: 3 clusters Score -519873.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -519897.343750 Penalty: 2952.884033
	Iteration 20F: 3 clusters Score -519897.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -519917.718750 Penalty: 2952.884033
	Iteration 21Q: 3 clusters Score -519917.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -519932.687500 Penalty: 2952.884033
	Iteration 22Q: 3 clusters Score -519932.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -519949.562500 Penalty: 2952.884033
	Iteration 23Q: 3 clusters Score -519949.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -519973.375000 Penalty: 2952.884033
	Iteration 24Q: 3 clusters Score -519973.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -519989.812500 Penalty: 2952.884033
	Iteration 25Q: 3 clusters Score -519989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -520007.687500 Penalty: 2952.884033
	Iteration 26Q: 3 clusters Score -520007.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -520029.406250 Penalty: 2952.884033
	Iteration 27Q: 3 clusters Score -520029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -520041.781250 Penalty: 2952.884033
	Iteration 28Q: 3 clusters Score -520041.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -520054.343750 Penalty: 2952.884033
	Iteration 29Q: 3 clusters Score -520054.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -520065.843750 Penalty: 2952.884033
	Iteration 30Q: 3 clusters Score -520065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -520078.093750 Penalty: 2952.884033
	Iteration 31Q: 3 clusters Score -520078.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -520087.187500 Penalty: 2952.884033
	Iteration 32Q: 3 clusters Score -520087.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -520093.625000 Penalty: 2952.884033
	Iteration 33Q: 3 clusters Score -520093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -520098.781250 Penalty: 2952.884033
	Iteration 34Q: 3 clusters Score -520098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -520104.093750 Penalty: 2952.884033
	Iteration 35Q: 3 clusters Score -520104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -520111.187500 Penalty: 2952.884033
	Iteration 36Q: 3 clusters Score -520111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -520116.000000 Penalty: 2952.884033
	Iteration 37Q: 3 clusters Score -520116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -520121.250000 Penalty: 2952.884033
	Iteration 38Q: 3 clusters Score -520121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -520127.562500 Penalty: 2952.884033
	Iteration 39Q: 3 clusters Score -520127.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -520133.687500 Penalty: 2952.884033
	Iteration 40F: 3 clusters Score -520133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -520137.875000 Penalty: 2952.884033
	Iteration 41Q: 3 clusters Score -520137.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -520142.875000 Penalty: 2952.884033
	Iteration 42Q: 3 clusters Score -520142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -520146.062500 Penalty: 2952.884033
	Iteration 43Q: 3 clusters Score -520146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -520149.625000 Penalty: 2952.884033
	Iteration 44Q: 3 clusters Score -520149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -520150.468750 Penalty: 2952.884033
	Iteration 45Q: 3 clusters Score -520150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -520152.343750 Penalty: 2952.884033
	Iteration 46Q: 3 clusters Score -520152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -520153.312500 Penalty: 2952.884033
	Iteration 47Q: 3 clusters Score -520153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -520153.312500 Penalty: 2952.884033
	Iteration 48F: 3 clusters Score -520153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -64547.917969 Penalty: 1144.655396
	Iteration 0F: 2 clusters Score -64547.92 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 591 members 
Entering Unmasked Estep 
Score: -63006.531250 Penalty: 2289.310791
	Iteration 0F: 3 clusters Score -63006.53 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -63312.910156 Penalty: 2289.310791
	Iteration 1F: 3 clusters Score -63312.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -63415.140625 Penalty: 2289.310791
	Iteration 2F: 3 clusters Score -63415.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -63485.992188 Penalty: 2289.310791
	Iteration 3F: 3 clusters Score -63485.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63532.570312 Penalty: 2289.310791
	Iteration 4Q: 3 clusters Score -63532.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -63554.636719 Penalty: 2289.310791
	Iteration 5Q: 3 clusters Score -63554.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -63570.628906 Penalty: 2289.310791
	Iteration 6Q: 3 clusters Score -63570.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -63596.906250 Penalty: 2289.310791
	Iteration 7Q: 3 clusters Score -63596.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -63611.609375 Penalty: 2289.310791
	Iteration 8Q: 3 clusters Score -63611.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63624.039062 Penalty: 2289.310791
	Iteration 9Q: 3 clusters Score -63624.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63635.671875 Penalty: 2289.310791
	Iteration 10Q: 3 clusters Score -63635.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -63654.750000 Penalty: 2289.310791
	Iteration 11Q: 3 clusters Score -63654.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -63672.140625 Penalty: 2289.310791
	Iteration 12Q: 3 clusters Score -63672.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -63684.859375 Penalty: 2289.310791
	Iteration 13Q: 3 clusters Score -63684.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -63711.531250 Penalty: 2289.310791
	Iteration 14Q: 3 clusters Score -63711.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63740.121094 Penalty: 2289.310791
	Iteration 15Q: 3 clusters Score -63740.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -63758.324219 Penalty: 2289.310791
	Iteration 16Q: 3 clusters Score -63758.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -63772.046875 Penalty: 2289.310791
	Iteration 17Q: 3 clusters Score -63772.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -63782.417969 Penalty: 2289.310791
	Iteration 18Q: 3 clusters Score -63782.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -63787.281250 Penalty: 2289.310791
	Iteration 19Q: 3 clusters Score -63787.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -63789.972656 Penalty: 2289.310791
	Iteration 20F: 3 clusters Score -63789.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -63794.300781 Penalty: 2289.310791
	Iteration 21Q: 3 clusters Score -63794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -63798.753906 Penalty: 2289.310791
	Iteration 22Q: 3 clusters Score -63798.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -63804.027344 Penalty: 2289.310791
	Iteration 23Q: 3 clusters Score -63804.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -63807.382812 Penalty: 2289.310791
	Iteration 24Q: 3 clusters Score -63807.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -63808.179688 Penalty: 2289.310791
	Iteration 25Q: 3 clusters Score -63808.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63808.578125 Penalty: 2289.310791
	Iteration 26Q: 3 clusters Score -63808.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -63809.937500 Penalty: 2289.310791
	Iteration 27Q: 3 clusters Score -63809.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -63810.441406 Penalty: 2289.310791
	Iteration 28Q: 3 clusters Score -63810.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -63810.773438 Penalty: 2289.310791
	Iteration 29Q: 3 clusters Score -63810.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -63810.773438 Penalty: 2289.310791
	Iteration 30F: 3 clusters Score -63810.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -195548.390625 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -195548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -192508.718750 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -192508.7 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -193263.953125 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -193264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -193386.515625 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -193386.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -193470.437500 Penalty: 2658.968018
	Iteration 3Q: 3 clusters Score -193470.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -193520.859375 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -193520.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -193567.953125 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -193568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -193604.421875 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -193604.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -193644.203125 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -193644.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -193684.921875 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -193684.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -193721.281250 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -193721.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -193770.093750 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -193770.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -193838.031250 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -193838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -193912.156250 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -193912.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -194001.562500 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -194001.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -194105.906250 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -194105.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -194195.328125 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -194195.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -194279.531250 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -194279.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -194348.062500 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -194348.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -194402.359375 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -194402.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -194453.421875 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -194453.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194497.468750 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -194497.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -194538.015625 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -194538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -194572.093750 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -194572.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -194594.890625 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -194594.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -194607.937500 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -194607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -194616.031250 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -194616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -194624.609375 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -194624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -194629.890625 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -194629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -194631.453125 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -194631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -194632.000000 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -194632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -194632.000000 Penalty: 2658.968018
	Iteration 30F: 3 clusters Score -194632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -163075.312500 Penalty: 1294.005737
	Iteration 0F: 2 clusters Score -163075.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -160428.531250 Penalty: 2588.011475
	Iteration 0F: 3 clusters Score -160428.5 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -161118.812500 Penalty: 2588.011475
	Iteration 1F: 3 clusters Score -161118.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -161369.296875 Penalty: 2588.011475
	Iteration 2F: 3 clusters Score -161369.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -161515.281250 Penalty: 2588.011475
	Iteration 3F: 3 clusters Score -161515.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -161597.234375 Penalty: 2588.011475
	Iteration 4Q: 3 clusters Score -161597.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -161644.015625 Penalty: 2588.011475
	Iteration 5Q: 3 clusters Score -161644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -161681.546875 Penalty: 2588.011475
	Iteration 6Q: 3 clusters Score -161681.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -161722.859375 Penalty: 2588.011475
	Iteration 7Q: 3 clusters Score -161722.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -161751.109375 Penalty: 2588.011475
	Iteration 8Q: 3 clusters Score -161751.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -161774.359375 Penalty: 2588.011475
	Iteration 9Q: 3 clusters Score -161774.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -161804.593750 Penalty: 2588.011475
	Iteration 10Q: 3 clusters Score -161804.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -161830.312500 Penalty: 2588.011475
	Iteration 11Q: 3 clusters Score -161830.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -161856.875000 Penalty: 2588.011475
	Iteration 12Q: 3 clusters Score -161856.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -161889.046875 Penalty: 2588.011475
	Iteration 13Q: 3 clusters Score -161889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -161928.640625 Penalty: 2588.011475
	Iteration 14Q: 3 clusters Score -161928.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -161996.093750 Penalty: 2588.011475
	Iteration 15Q: 3 clusters Score -161996.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -162068.156250 Penalty: 2588.011475
	Iteration 16Q: 3 clusters Score -162068.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -162148.140625 Penalty: 2588.011475
	Iteration 17Q: 3 clusters Score -162148.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -162218.890625 Penalty: 2588.011475
	Iteration 18Q: 3 clusters Score -162218.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -162278.218750 Penalty: 2588.011475
	Iteration 19Q: 3 clusters Score -162278.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -162330.359375 Penalty: 2588.011475
	Iteration 20F: 3 clusters Score -162330.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -162378.875000 Penalty: 2588.011475
	Iteration 21Q: 3 clusters Score -162378.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -162411.312500 Penalty: 2588.011475
	Iteration 22Q: 3 clusters Score -162411.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -162435.390625 Penalty: 2588.011475
	Iteration 23Q: 3 clusters Score -162435.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -162453.953125 Penalty: 2588.011475
	Iteration 24Q: 3 clusters Score -162454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -162475.468750 Penalty: 2588.011475
	Iteration 25Q: 3 clusters Score -162475.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162500.453125 Penalty: 2588.011475
	Iteration 26Q: 3 clusters Score -162500.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -162520.953125 Penalty: 2588.011475
	Iteration 27Q: 3 clusters Score -162521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162530.296875 Penalty: 2588.011475
	Iteration 28Q: 3 clusters Score -162530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -162534.984375 Penalty: 2588.011475
	Iteration 29Q: 3 clusters Score -162535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162538.843750 Penalty: 2588.011475
	Iteration 30Q: 3 clusters Score -162538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -162542.812500 Penalty: 2588.011475
	Iteration 31Q: 3 clusters Score -162542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162545.031250 Penalty: 2588.011475
	Iteration 32Q: 3 clusters Score -162545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162546.250000 Penalty: 2588.011475
	Iteration 33Q: 3 clusters Score -162546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162546.968750 Penalty: 2588.011475
	Iteration 34Q: 3 clusters Score -162547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162548.140625 Penalty: 2588.011475
	Iteration 35Q: 3 clusters Score -162548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162548.421875 Penalty: 2588.011475
	Iteration 36Q: 3 clusters Score -162548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162548.906250 Penalty: 2588.011475
	Iteration 37Q: 3 clusters Score -162548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162549.515625 Penalty: 2588.011475
	Iteration 38Q: 3 clusters Score -162549.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162550.015625 Penalty: 2588.011475
	Iteration 39Q: 3 clusters Score -162550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162550.718750 Penalty: 2588.011475
	Iteration 40F: 3 clusters Score -162550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -162551.406250 Penalty: 2588.011475
	Iteration 41Q: 3 clusters Score -162551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -162553.109375 Penalty: 2588.011475
	Iteration 42Q: 3 clusters Score -162553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162553.625000 Penalty: 2588.011475
	Iteration 43Q: 3 clusters Score -162553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -162554.156250 Penalty: 2588.011475
	Iteration 44Q: 3 clusters Score -162554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -162554.312500 Penalty: 2588.011475
	Iteration 45Q: 3 clusters Score -162554.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162554.937500 Penalty: 2588.011475
	Iteration 46Q: 3 clusters Score -162554.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162555.515625 Penalty: 2588.011475
	Iteration 47Q: 3 clusters Score -162555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162555.796875 Penalty: 2588.011475
	Iteration 48Q: 3 clusters Score -162555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -162555.859375 Penalty: 2588.011475
	Iteration 49Q: 3 clusters Score -162555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162555.828125 Penalty: 2588.011475
	Iteration 50Q: 3 clusters Score -162555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162556.265625 Penalty: 2588.011475
	Iteration 51Q: 3 clusters Score -162556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -162556.265625 Penalty: 2588.011475
	Iteration 52F: 3 clusters Score -162556.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -112176.070312 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -112176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -110035.867188 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -110035.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -110518.812500 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -110518.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -110664.546875 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -110664.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -110757.976562 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -110758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110844.234375 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -110844.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -110918.687500 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -110918.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -110983.218750 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -110983.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -111042.757812 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -111042.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -111096.382812 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -111096.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -111140.757812 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -111140.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -111168.406250 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -111168.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -111200.125000 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -111200.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -111224.789062 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -111224.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -111245.664062 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -111245.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -111256.476562 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -111256.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -111267.250000 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -111267.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -111276.656250 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -111276.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -111285.757812 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -111285.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -111296.476562 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -111296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -111299.031250 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -111299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -111302.640625 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -111302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -111305.132812 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -111305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -111305.554688 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -111305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -111306.031250 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -111306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -111306.710938 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -111306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -111307.671875 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -111307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -111308.296875 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -111308.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -111308.296875 Penalty: 2477.683594
	Iteration 27F: 3 clusters Score -111308.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -27041.996094 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -27042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25960.619141 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -25960.62 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26167.150391 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -26167.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26228.574219 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -26228.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -26251.132812 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -26251.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26261.525391 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -26261.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26270.650391 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -26270.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -26285.480469 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -26285.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -26292.529297 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -26292.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26293.337891 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -26293.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26293.337891 Penalty: 2051.313721
	Iteration 9F: 3 clusters Score -26293.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -78123.687500 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -78123.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -76472.468750 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -76472.47 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76749.500000 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -76749.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76833.171875 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -76833.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76874.171875 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -76874.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -76894.960938 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -76894.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -76906.742188 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -76906.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -76914.937500 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -76914.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76920.226562 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -76920.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76928.328125 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -76928.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -76939.078125 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -76939.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76948.570312 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -76948.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -76954.585938 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -76954.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -76963.734375 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -76963.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76971.257812 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -76971.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76983.679688 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -76983.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77002.359375 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -77002.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -77017.289062 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -77017.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77030.070312 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -77030.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77039.742188 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -77039.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -77048.781250 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -77048.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -77063.320312 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -77063.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -77077.710938 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -77077.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -77088.148438 Penalty: 2335.004395
	Iteration 22Q: 3 clusters Score -77088.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -77098.257812 Penalty: 2335.004395
	Iteration 23Q: 3 clusters Score -77098.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77104.882812 Penalty: 2335.004395
	Iteration 24Q: 3 clusters Score -77104.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77112.796875 Penalty: 2335.004395
	Iteration 25Q: 3 clusters Score -77112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -77119.882812 Penalty: 2335.004395
	Iteration 26Q: 3 clusters Score -77119.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -77133.625000 Penalty: 2335.004395
	Iteration 27Q: 3 clusters Score -77133.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -77141.296875 Penalty: 2335.004395
	Iteration 28Q: 3 clusters Score -77141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -77149.625000 Penalty: 2335.004395
	Iteration 29Q: 3 clusters Score -77149.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77155.703125 Penalty: 2335.004395
	Iteration 30Q: 3 clusters Score -77155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77167.648438 Penalty: 2335.004395
	Iteration 31Q: 3 clusters Score -77167.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -77180.460938 Penalty: 2335.004395
	Iteration 32Q: 3 clusters Score -77180.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77197.671875 Penalty: 2335.004395
	Iteration 33Q: 3 clusters Score -77197.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77212.414062 Penalty: 2335.004395
	Iteration 34Q: 3 clusters Score -77212.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -77222.656250 Penalty: 2335.004395
	Iteration 35Q: 3 clusters Score -77222.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -77227.578125 Penalty: 2335.004395
	Iteration 36Q: 3 clusters Score -77227.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -77230.148438 Penalty: 2335.004395
	Iteration 37Q: 3 clusters Score -77230.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -77234.242188 Penalty: 2335.004395
	Iteration 38Q: 3 clusters Score -77234.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -77238.664062 Penalty: 2335.004395
	Iteration 39Q: 3 clusters Score -77238.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -77242.546875 Penalty: 2335.004395
	Iteration 40F: 3 clusters Score -77242.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77247.750000 Penalty: 2335.004395
	Iteration 41Q: 3 clusters Score -77247.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77250.085938 Penalty: 2335.004395
	Iteration 42Q: 3 clusters Score -77250.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -77250.085938 Penalty: 2335.004395
	Iteration 43F: 3 clusters Score -77250.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -113609.984375 Penalty: 1230.448120
	Iteration 0F: 2 clusters Score -113610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -111552.000000 Penalty: 2460.896240
	Iteration 0F: 3 clusters Score -111552 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -112033.492188 Penalty: 2460.896240
	Iteration 1F: 3 clusters Score -112033.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -112170.414062 Penalty: 2460.896240
	Iteration 2F: 3 clusters Score -112170.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -112233.156250 Penalty: 2460.896240
	Iteration 3Q: 3 clusters Score -112233.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -112278.781250 Penalty: 2460.896240
	Iteration 4Q: 3 clusters Score -112278.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -112317.312500 Penalty: 2460.896240
	Iteration 5Q: 3 clusters Score -112317.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -112355.945312 Penalty: 2460.896240
	Iteration 6Q: 3 clusters Score -112355.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -112393.203125 Penalty: 2460.896240
	Iteration 7Q: 3 clusters Score -112393.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -112449.062500 Penalty: 2460.896240
	Iteration 8Q: 3 clusters Score -112449.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -112503.710938 Penalty: 2460.896240
	Iteration 9Q: 3 clusters Score -112503.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -112558.718750 Penalty: 2460.896240
	Iteration 10Q: 3 clusters Score -112558.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -112611.468750 Penalty: 2460.896240
	Iteration 11Q: 3 clusters Score -112611.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -112665.921875 Penalty: 2460.896240
	Iteration 12Q: 3 clusters Score -112665.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -112715.265625 Penalty: 2460.896240
	Iteration 13Q: 3 clusters Score -112715.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -112767.304688 Penalty: 2460.896240
	Iteration 14Q: 3 clusters Score -112767.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -112805.500000 Penalty: 2460.896240
	Iteration 15Q: 3 clusters Score -112805.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -112843.187500 Penalty: 2460.896240
	Iteration 16Q: 3 clusters Score -112843.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -112865.710938 Penalty: 2460.896240
	Iteration 17Q: 3 clusters Score -112865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -112884.937500 Penalty: 2460.896240
	Iteration 18Q: 3 clusters Score -112884.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -112900.242188 Penalty: 2460.896240
	Iteration 19Q: 3 clusters Score -112900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -112907.046875 Penalty: 2460.896240
	Iteration 20F: 3 clusters Score -112907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -112910.945312 Penalty: 2460.896240
	Iteration 21Q: 3 clusters Score -112910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -112911.875000 Penalty: 2460.896240
	Iteration 22Q: 3 clusters Score -112911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -112914.132812 Penalty: 2460.896240
	Iteration 23Q: 3 clusters Score -112914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -112914.734375 Penalty: 2460.896240
	Iteration 24Q: 3 clusters Score -112914.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -112914.734375 Penalty: 2460.896240
	Iteration 25F: 3 clusters Score -112914.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Entering Unmasked Estep 
Score: -193965.218750 Penalty: 1314.839722
	Iteration 0F: 2 clusters Score -193965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -191144.171875 Penalty: 2629.679443
	Iteration 0F: 3 clusters Score -191144.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -191924.218750 Penalty: 2629.679443
	Iteration 1F: 3 clusters Score -191924.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -192095.609375 Penalty: 2629.679443
	Iteration 2F: 3 clusters Score -192095.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -192217.625000 Penalty: 2629.679443
	Iteration 3F: 3 clusters Score -192217.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -192309.187500 Penalty: 2629.679443
	Iteration 4Q: 3 clusters Score -192309.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -192416.812500 Penalty: 2629.679443
	Iteration 5Q: 3 clusters Score -192416.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -192529.156250 Penalty: 2629.679443
	Iteration 6Q: 3 clusters Score -192529.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -192674.015625 Penalty: 2629.679443
	Iteration 7Q: 3 clusters Score -192674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -192856.312500 Penalty: 2629.679443
	Iteration 8Q: 3 clusters Score -192856.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -193059.687500 Penalty: 2629.679443
	Iteration 9F: 3 clusters Score -193059.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -193255.343750 Penalty: 2629.679443
	Iteration 10Q: 3 clusters Score -193255.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -193424.687500 Penalty: 2629.679443
	Iteration 11Q: 3 clusters Score -193424.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -193531.484375 Penalty: 2629.679443
	Iteration 12Q: 3 clusters Score -193531.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -193609.484375 Penalty: 2629.679443
	Iteration 13Q: 3 clusters Score -193609.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -193664.359375 Penalty: 2629.679443
	Iteration 14Q: 3 clusters Score -193664.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -193695.187500 Penalty: 2629.679443
	Iteration 15Q: 3 clusters Score -193695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -193703.750000 Penalty: 2629.679443
	Iteration 16Q: 3 clusters Score -193703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -193706.937500 Penalty: 2629.679443
	Iteration 17Q: 3 clusters Score -193706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -193709.531250 Penalty: 2629.679443
	Iteration 18Q: 3 clusters Score -193709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -193710.484375 Penalty: 2629.679443
	Iteration 19Q: 3 clusters Score -193710.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -193712.750000 Penalty: 2629.679443
	Iteration 20F: 3 clusters Score -193712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -193714.765625 Penalty: 2629.679443
	Iteration 21Q: 3 clusters Score -193714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -193715.531250 Penalty: 2629.679443
	Iteration 22Q: 3 clusters Score -193715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -193716.765625 Penalty: 2629.679443
	Iteration 23Q: 3 clusters Score -193716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -193717.390625 Penalty: 2629.679443
	Iteration 24Q: 3 clusters Score -193717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -193717.406250 Penalty: 2629.679443
	Iteration 25Q: 3 clusters Score -193717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -193717.953125 Penalty: 2629.679443
	Iteration 26Q: 3 clusters Score -193718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -193718.500000 Penalty: 2629.679443
	Iteration 27Q: 3 clusters Score -193718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -193718.046875 Penalty: 2629.679443
	Iteration 28Q: 3 clusters Score -193718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -193718.046875 Penalty: 2629.679443
	Iteration 29F: 3 clusters Score -193718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -35518.593750 Penalty: 1100.997070
	Iteration 0F: 2 clusters Score -35518.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34189.062500 Penalty: 2201.994141
	Iteration 0F: 3 clusters Score -34189.06 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34574.417969 Penalty: 2201.994141
	Iteration 1F: 3 clusters Score -34574.42 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -34776.300781 Penalty: 2201.994141
	Iteration 2F: 3 clusters Score -34776.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -34945.703125 Penalty: 2201.994141
	Iteration 3F: 3 clusters Score -34945.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -35120.421875 Penalty: 2201.994141
	Iteration 4F: 3 clusters Score -35120.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -35350.148438 Penalty: 2201.994141
	Iteration 5F: 3 clusters Score -35350.15 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -35473.144531 Penalty: 2201.994141
	Iteration 6F: 3 clusters Score -35473.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -35543.082031 Penalty: 2201.994141
	Iteration 7Q: 3 clusters Score -35543.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35586.816406 Penalty: 2201.994141
	Iteration 8Q: 3 clusters Score -35586.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -35615.222656 Penalty: 2201.994141
	Iteration 9Q: 3 clusters Score -35615.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35632.277344 Penalty: 2201.994141
	Iteration 10Q: 3 clusters Score -35632.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -35637.574219 Penalty: 2201.994141
	Iteration 11Q: 3 clusters Score -35637.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -35642.277344 Penalty: 2201.994141
	Iteration 12Q: 3 clusters Score -35642.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35651.269531 Penalty: 2201.994141
	Iteration 13Q: 3 clusters Score -35651.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35654.667969 Penalty: 2201.994141
	Iteration 14Q: 3 clusters Score -35654.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35655.503906 Penalty: 2201.994141
	Iteration 15Q: 3 clusters Score -35655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35656.148438 Penalty: 2201.994141
	Iteration 16Q: 3 clusters Score -35656.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35656.652344 Penalty: 2201.994141
	Iteration 17Q: 3 clusters Score -35656.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35657.121094 Penalty: 2201.994141
	Iteration 18Q: 3 clusters Score -35657.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35658.644531 Penalty: 2201.994141
	Iteration 19Q: 3 clusters Score -35658.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35661.203125 Penalty: 2201.994141
	Iteration 20F: 3 clusters Score -35661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -35667.000000 Penalty: 2201.994141
	Iteration 21Q: 3 clusters Score -35667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -35669.265625 Penalty: 2201.994141
	Iteration 22Q: 3 clusters Score -35669.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35671.656250 Penalty: 2201.994141
	Iteration 23Q: 3 clusters Score -35671.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -35673.382812 Penalty: 2201.994141
	Iteration 24Q: 3 clusters Score -35673.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -35673.382812 Penalty: 2201.994141
	Iteration 25F: 3 clusters Score -35673.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 320 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 556 members 
Entering Unmasked Estep 
Score: -12700341.000000 Penalty: 78348.453125
Splitting cluster 36 changes total score from -12701068.000000 to -12700341.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -56974.171875 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -56974.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -55534.875000 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -55534.88 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55927.265625 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -55927.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -56113.183594 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -56113.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56248.871094 Penalty: 2253.362549
	Iteration 3F: 3 clusters Score -56248.87 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -56307.535156 Penalty: 2253.362549
	Iteration 4F: 3 clusters Score -56307.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -56344.644531 Penalty: 2253.362549
	Iteration 5Q: 3 clusters Score -56344.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -56377.566406 Penalty: 2253.362549
	Iteration 6Q: 3 clusters Score -56377.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -56414.511719 Penalty: 2253.362549
	Iteration 7Q: 3 clusters Score -56414.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56443.652344 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -56443.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -56486.929688 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -56486.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56552.546875 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -56552.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56601.761719 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -56601.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56650.703125 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -56650.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -56733.617188 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -56733.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56791.980469 Penalty: 2253.362549
	Iteration 14Q: 3 clusters Score -56791.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -56834.707031 Penalty: 2253.362549
	Iteration 15Q: 3 clusters Score -56834.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -56874.960938 Penalty: 2253.362549
	Iteration 16Q: 3 clusters Score -56874.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -56907.683594 Penalty: 2253.362549
	Iteration 17Q: 3 clusters Score -56907.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56931.343750 Penalty: 2253.362549
	Iteration 18Q: 3 clusters Score -56931.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -56941.414062 Penalty: 2253.362549
	Iteration 19Q: 3 clusters Score -56941.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -56949.269531 Penalty: 2253.362549
	Iteration 20F: 3 clusters Score -56949.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -56955.578125 Penalty: 2253.362549
	Iteration 21Q: 3 clusters Score -56955.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -56959.535156 Penalty: 2253.362549
	Iteration 22Q: 3 clusters Score -56959.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56967.039062 Penalty: 2253.362549
	Iteration 23Q: 3 clusters Score -56967.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -56980.570312 Penalty: 2253.362549
	Iteration 24Q: 3 clusters Score -56980.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -57034.960938 Penalty: 2253.362549
	Iteration 25Q: 3 clusters Score -57034.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57157.523438 Penalty: 2253.362549
	Iteration 26Q: 3 clusters Score -57157.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -57186.617188 Penalty: 2253.362549
	Iteration 27Q: 3 clusters Score -57186.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57188.585938 Penalty: 2253.362549
	Iteration 28Q: 3 clusters Score -57188.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -57188.585938 Penalty: 2253.362549
	Iteration 29F: 3 clusters Score -57188.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 471 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 555 members 
Entering Unmasked Estep 
Score: -12700415.000000 Penalty: 78348.453125
Splitting cluster 37 changes total score from -12701068.000000 to -12700415.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -380005.375000 Penalty: 1426.377930
	Iteration 0F: 2 clusters Score -380005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -375130.281250 Penalty: 2852.755859
	Iteration 0F: 3 clusters Score -375130.3 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -376626.500000 Penalty: 2852.755859
	Iteration 1F: 3 clusters Score -376626.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -376856.781250 Penalty: 2852.755859
	Iteration 2F: 3 clusters Score -376856.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -377073.562500 Penalty: 2852.755859
	Iteration 3F: 3 clusters Score -377073.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -377270.937500 Penalty: 2852.755859
	Iteration 4Q: 3 clusters Score -377270.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -377471.968750 Penalty: 2852.755859
	Iteration 5Q: 3 clusters Score -377472 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -377666.906250 Penalty: 2852.755859
	Iteration 6Q: 3 clusters Score -377666.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -377862.531250 Penalty: 2852.755859
	Iteration 7Q: 3 clusters Score -377862.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -378063.312500 Penalty: 2852.755859
	Iteration 8Q: 3 clusters Score -378063.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -378248.125000 Penalty: 2852.755859
	Iteration 9Q: 3 clusters Score -378248.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -378430.187500 Penalty: 2852.755859
	Iteration 10Q: 3 clusters Score -378430.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -378592.187500 Penalty: 2852.755859
	Iteration 11Q: 3 clusters Score -378592.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -378727.093750 Penalty: 2852.755859
	Iteration 12Q: 3 clusters Score -378727.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -378802.250000 Penalty: 2852.755859
	Iteration 13Q: 3 clusters Score -378802.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -378841.593750 Penalty: 2852.755859
	Iteration 14Q: 3 clusters Score -378841.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -378863.218750 Penalty: 2852.755859
	Iteration 15Q: 3 clusters Score -378863.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -378885.500000 Penalty: 2852.755859
	Iteration 16Q: 3 clusters Score -378885.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -378906.343750 Penalty: 2852.755859
	Iteration 17Q: 3 clusters Score -378906.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -378925.937500 Penalty: 2852.755859
	Iteration 18Q: 3 clusters Score -378925.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -378943.625000 Penalty: 2852.755859
	Iteration 19Q: 3 clusters Score -378943.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -378956.906250 Penalty: 2852.755859
	Iteration 20F: 3 clusters Score -378956.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -378966.812500 Penalty: 2852.755859
	Iteration 21Q: 3 clusters Score -378966.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -378973.750000 Penalty: 2852.755859
	Iteration 22Q: 3 clusters Score -378973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -378976.437500 Penalty: 2852.755859
	Iteration 23Q: 3 clusters Score -378976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -378976.812500 Penalty: 2852.755859
	Iteration 24Q: 3 clusters Score -378976.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -378978.031250 Penalty: 2852.755859
	Iteration 25Q: 3 clusters Score -378978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -378979.031250 Penalty: 2852.755859
	Iteration 26Q: 3 clusters Score -378979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -378980.875000 Penalty: 2852.755859
	Iteration 27Q: 3 clusters Score -378980.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -378980.937500 Penalty: 2852.755859
	Iteration 28Q: 3 clusters Score -378980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -378981.000000 Penalty: 2852.755859
	Iteration 29Q: 3 clusters Score -378981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -378981.000000 Penalty: 2852.755859
	Iteration 30F: 3 clusters Score -378981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13151 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9543 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1943 members 
Mstep: Class 35 contains 3266 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701125.000000 Penalty: 76339.515625
Iteration 119Q: 39 clusters Score -1.270112e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 1930 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13116 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9614 members 
Mstep: Class 23 contains 25289 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8871 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2875 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 553 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1948 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1026 members 
Mstep: Class 38 contains 6424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701242.000000 Penalty: 76339.515625
Iteration 120F: 39 clusters Score -1.270124e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 5491 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 28386 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9684 members 
Mstep: Class 23 contains 25285 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8898 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2875 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 553 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1951 members 
Mstep: Class 35 contains 3267 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 1027 members 
Mstep: Class 38 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701263.000000 Penalty: 76339.515625
Iteration 121Q: 39 clusters Score -1.270126e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 13014 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9753 members 
Mstep: Class 23 contains 25291 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8932 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2872 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 552 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1958 members 
Mstep: Class 35 contains 3268 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1029 members 
Mstep: Class 38 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701350.000000 Penalty: 76339.515625
Iteration 122Q: 39 clusters Score -1.270135e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11115 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12950 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9805 members 
Mstep: Class 23 contains 25290 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8961 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 552 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1970 members 
Mstep: Class 35 contains 3269 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701363.000000 Penalty: 76339.515625
Iteration 123Q: 39 clusters Score -1.270136e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12911 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9835 members 
Mstep: Class 23 contains 25294 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 8981 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 552 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 3271 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701401.000000 Penalty: 76339.515625
Iteration 124Q: 39 clusters Score -1.27014e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6076 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12870 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9857 members 
Mstep: Class 23 contains 25289 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9000 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 552 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 1997 members 
Mstep: Class 35 contains 3274 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 6230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701432.000000 Penalty: 76339.515625
Iteration 125Q: 39 clusters Score -1.270143e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14015 members 
Mstep: Class 5 contains 1943 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12845 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9868 members 
Mstep: Class 23 contains 25287 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9017 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2877 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2015 members 
Mstep: Class 35 contains 3276 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701421.000000 Penalty: 76339.515625
Iteration 126Q: 39 clusters Score -1.270142e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14016 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11117 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12819 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9873 members 
Mstep: Class 23 contains 25286 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9038 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2878 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 555 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2033 members 
Mstep: Class 35 contains 3278 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 6176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701499.000000 Penalty: 76339.515625
Iteration 127Q: 39 clusters Score -1.27015e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 1945 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11118 members 
Mstep: Class 9 contains 2205 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12790 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9880 members 
Mstep: Class 23 contains 25294 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9052 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 556 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2046 members 
Mstep: Class 35 contains 3286 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701534.000000 Penalty: 76339.515625
Iteration 128Q: 39 clusters Score -1.270153e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 5 contains 1945 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11123 members 
Mstep: Class 9 contains 2206 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12757 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9892 members 
Mstep: Class 23 contains 25286 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1252 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9074 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2879 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 555 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2054 members 
Mstep: Class 35 contains 3289 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701545.000000 Penalty: 76339.515625
Iteration 129Q: 39 clusters Score -1.270154e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14024 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6070 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12722 members 
Mstep: Class 14 contains 11443 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9910 members 
Mstep: Class 23 contains 25283 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9087 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2876 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2062 members 
Mstep: Class 35 contains 3289 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701589.000000 Penalty: 76339.515625
Iteration 130Q: 39 clusters Score -1.270159e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14026 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11117 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12691 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9931 members 
Mstep: Class 23 contains 25277 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9100 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2874 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 3292 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701579.000000 Penalty: 76339.515625
Iteration 131Q: 39 clusters Score -1.270158e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 1952 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 2208 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12670 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9951 members 
Mstep: Class 23 contains 25276 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9106 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2872 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2076 members 
Mstep: Class 35 contains 3292 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1033 members 
Mstep: Class 38 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701553.000000 Penalty: 76339.515625
Iteration 132Q: 39 clusters Score -1.270155e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9960 members 
Mstep: Class 23 contains 25268 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9108 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2871 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2080 members 
Mstep: Class 35 contains 3294 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1033 members 
Mstep: Class 38 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701579.000000 Penalty: 76339.515625
Iteration 133Q: 39 clusters Score -1.270158e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11103 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12648 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9971 members 
Mstep: Class 23 contains 25264 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9115 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2871 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2082 members 
Mstep: Class 35 contains 3294 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1034 members 
Mstep: Class 38 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701607.000000 Penalty: 76339.515625
Iteration 134Q: 39 clusters Score -1.270161e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14031 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12632 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9986 members 
Mstep: Class 23 contains 25256 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9126 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2870 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 3295 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1035 members 
Mstep: Class 38 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701629.000000 Penalty: 76339.515625
Iteration 135Q: 39 clusters Score -1.270163e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6040 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12612 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10003 members 
Mstep: Class 23 contains 25259 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9139 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 3296 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1036 members 
Mstep: Class 38 contains 6165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701624.000000 Penalty: 76339.515625
Iteration 136Q: 39 clusters Score -1.270162e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6031 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12605 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10021 members 
Mstep: Class 23 contains 25255 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2086 members 
Mstep: Class 35 contains 3297 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1036 members 
Mstep: Class 38 contains 6165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701628.000000 Penalty: 76339.515625
Iteration 137Q: 39 clusters Score -1.270163e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12593 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10040 members 
Mstep: Class 23 contains 25251 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9159 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2863 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2086 members 
Mstep: Class 35 contains 3298 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1036 members 
Mstep: Class 38 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701641.000000 Penalty: 76339.515625
Iteration 138Q: 39 clusters Score -1.270164e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11076 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12589 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10042 members 
Mstep: Class 23 contains 25250 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2090 members 
Mstep: Class 35 contains 3299 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1037 members 
Mstep: Class 38 contains 6148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701666.000000 Penalty: 76339.515625
Iteration 139Q: 39 clusters Score -1.270167e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12581 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10049 members 
Mstep: Class 23 contains 25251 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9181 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2094 members 
Mstep: Class 35 contains 3301 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1037 members 
Mstep: Class 38 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701660.000000 Penalty: 76339.515625
Iteration 140F: 39 clusters Score -1.270166e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14032 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12576 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10053 members 
Mstep: Class 23 contains 25248 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9188 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2097 members 
Mstep: Class 35 contains 3302 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701671.000000 Penalty: 76339.515625
Iteration 141Q: 39 clusters Score -1.270167e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11076 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12570 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10064 members 
Mstep: Class 23 contains 25239 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9190 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2860 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2102 members 
Mstep: Class 35 contains 3303 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701675.000000 Penalty: 76339.515625
Iteration 142Q: 39 clusters Score -1.270168e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5482 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11076 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12564 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10075 members 
Mstep: Class 23 contains 25233 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9190 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2860 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2103 members 
Mstep: Class 35 contains 3303 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701691.000000 Penalty: 76339.515625
Iteration 143Q: 39 clusters Score -1.270169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14027 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5482 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12553 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 25232 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9195 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 3305 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701702.000000 Penalty: 76339.515625
Iteration 144Q: 39 clusters Score -1.27017e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14024 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 25230 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9200 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2104 members 
Mstep: Class 35 contains 3308 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701709.000000 Penalty: 76339.515625
Iteration 145Q: 39 clusters Score -1.270171e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14021 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12541 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 25230 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9208 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3310 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701706.000000 Penalty: 76339.515625
Iteration 146Q: 39 clusters Score -1.270171e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14020 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11071 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12530 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 25228 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9219 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2862 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3313 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701703.000000 Penalty: 76339.515625
Iteration 147Q: 39 clusters Score -1.27017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12522 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 25225 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9224 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3316 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701696.000000 Penalty: 76339.515625
Iteration 148Q: 39 clusters Score -1.27017e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11070 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12517 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10093 members 
Mstep: Class 23 contains 25224 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9226 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3320 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701695.000000 Penalty: 76339.515625
Iteration 149Q: 39 clusters Score -1.27017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14014 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12514 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9230 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3323 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701701.000000 Penalty: 76339.515625
Iteration 150Q: 39 clusters Score -1.27017e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 25222 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9230 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3326 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1040 members 
Mstep: Class 38 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701711.000000 Penalty: 76339.515625
Iteration 151Q: 39 clusters Score -1.270171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14012 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12513 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9229 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3329 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701696.000000 Penalty: 76339.515625
Iteration 152Q: 39 clusters Score -1.27017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9232 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2868 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3334 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701677.000000 Penalty: 76339.515625
Iteration 153Q: 39 clusters Score -1.270168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12511 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10094 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9234 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3336 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701682.000000 Penalty: 76339.515625
Iteration 154Q: 39 clusters Score -1.270168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2211 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 25221 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9234 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3337 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701667.000000 Penalty: 76339.515625
Iteration 155Q: 39 clusters Score -1.270167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10092 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3339 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701669.000000 Penalty: 76339.515625
Iteration 156Q: 39 clusters Score -1.270167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12507 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3342 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701671.000000 Penalty: 76339.515625
Iteration 157Q: 39 clusters Score -1.270167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3342 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701680.000000 Penalty: 76339.515625
Iteration 158Q: 39 clusters Score -1.270168e+07 nChanged 1
Entering ConstructFrom: 
Score: -12701680.000000 Penalty: 76339.515625
Entering ConstructFrom: 
Trying to split cluster 1 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -148526.171875 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -148526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -146177.484375 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -146177.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -146730.031250 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -146730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -146867.640625 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -146867.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -146949.265625 Penalty: 2532.513428
	Iteration 3Q: 3 clusters Score -146949.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -147002.187500 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -147002.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -147038.125000 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -147038.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -147072.718750 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -147072.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -147098.812500 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -147098.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -147132.171875 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -147132.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -147164.828125 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -147164.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -147202.625000 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -147202.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -147235.656250 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -147235.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -147259.812500 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -147259.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -147282.406250 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -147282.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -147294.453125 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -147294.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -147304.281250 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -147304.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -147315.171875 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -147315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -147327.390625 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -147327.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -147338.281250 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -147338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -147347.171875 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -147347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -147356.234375 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -147356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -147365.937500 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -147365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -147370.765625 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -147370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -147378.000000 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -147378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -147384.296875 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -147384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -147392.031250 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -147392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -147398.781250 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -147398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -147406.421875 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -147406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -147408.921875 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -147408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -147411.171875 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -147411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -147413.109375 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -147413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -147414.078125 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -147414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -147415.281250 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -147415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -147419.218750 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -147419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -147421.796875 Penalty: 2532.513428
	Iteration 34Q: 3 clusters Score -147421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -147427.531250 Penalty: 2532.513428
	Iteration 35Q: 3 clusters Score -147427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -147433.125000 Penalty: 2532.513428
	Iteration 36Q: 3 clusters Score -147433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -147438.281250 Penalty: 2532.513428
	Iteration 37Q: 3 clusters Score -147438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -147442.609375 Penalty: 2532.513428
	Iteration 38Q: 3 clusters Score -147442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -147448.593750 Penalty: 2532.513428
	Iteration 39Q: 3 clusters Score -147448.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -147456.171875 Penalty: 2532.513428
	Iteration 40F: 3 clusters Score -147456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -147459.015625 Penalty: 2532.513428
	Iteration 41Q: 3 clusters Score -147459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -147460.500000 Penalty: 2532.513428
	Iteration 42Q: 3 clusters Score -147460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -147463.671875 Penalty: 2532.513428
	Iteration 43Q: 3 clusters Score -147463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -147466.015625 Penalty: 2532.513428
	Iteration 44Q: 3 clusters Score -147466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -147466.781250 Penalty: 2532.513428
	Iteration 45Q: 3 clusters Score -147466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -147466.968750 Penalty: 2532.513428
	Iteration 46Q: 3 clusters Score -147467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -147466.968750 Penalty: 2532.513428
	Iteration 47F: 3 clusters Score -147467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -36432.722656 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -36432.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -35020.011719 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -35020.01 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -35391.492188 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -35391.49 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35724.769531 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -35724.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35915.324219 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -35915.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36019.410156 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -36019.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36073.691406 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -36073.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36095.671875 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -36095.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -36112.109375 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -36112.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36125.347656 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -36125.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36137.050781 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -36137.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36149.109375 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -36149.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36153.039062 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -36153.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36153.421875 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -36153.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -36153.812500 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -36153.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36155.250000 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -36155.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36158.179688 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -36158.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36159.976562 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -36159.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36163.066406 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -36163.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -36164.367188 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -36164.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -36167.324219 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -36167.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -36172.992188 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -36172.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -36177.031250 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -36177.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36180.496094 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -36180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36185.105469 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -36185.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36185.105469 Penalty: 2237.458252
	Iteration 24F: 3 clusters Score -36185.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -140898.390625 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -140898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -138502.468750 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -138502.5 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -139053.437500 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -139053.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -139184.421875 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -139184.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -139258.031250 Penalty: 2541.512207
	Iteration 3Q: 3 clusters Score -139258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -139304.437500 Penalty: 2541.512207
	Iteration 4Q: 3 clusters Score -139304.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -139336.437500 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -139336.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -139364.843750 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -139364.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -139391.625000 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -139391.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -139418.046875 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -139418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139432.953125 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -139433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -139445.953125 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -139446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -139468.250000 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -139468.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -139480.125000 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -139480.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -139494.593750 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -139494.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139510.531250 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -139510.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -139535.546875 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -139535.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -139563.250000 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -139563.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139599.421875 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -139599.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -139626.609375 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -139626.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -139647.796875 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -139647.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -139660.828125 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -139660.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -139671.656250 Penalty: 2541.512207
	Iteration 21Q: 3 clusters Score -139671.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139680.281250 Penalty: 2541.512207
	Iteration 22Q: 3 clusters Score -139680.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -139687.875000 Penalty: 2541.512207
	Iteration 23Q: 3 clusters Score -139687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -139692.218750 Penalty: 2541.512207
	Iteration 24Q: 3 clusters Score -139692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -139698.406250 Penalty: 2541.512207
	Iteration 25Q: 3 clusters Score -139698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -139710.203125 Penalty: 2541.512207
	Iteration 26Q: 3 clusters Score -139710.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -139721.625000 Penalty: 2541.512207
	Iteration 27Q: 3 clusters Score -139721.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -139732.015625 Penalty: 2541.512207
	Iteration 28Q: 3 clusters Score -139732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -139739.484375 Penalty: 2541.512207
	Iteration 29Q: 3 clusters Score -139739.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -139750.000000 Penalty: 2541.512207
	Iteration 30Q: 3 clusters Score -139750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -139758.703125 Penalty: 2541.512207
	Iteration 31Q: 3 clusters Score -139758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -139763.234375 Penalty: 2541.512207
	Iteration 32Q: 3 clusters Score -139763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -139765.750000 Penalty: 2541.512207
	Iteration 33Q: 3 clusters Score -139765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -139768.843750 Penalty: 2541.512207
	Iteration 34Q: 3 clusters Score -139768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -139769.593750 Penalty: 2541.512207
	Iteration 35Q: 3 clusters Score -139769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -139770.265625 Penalty: 2541.512207
	Iteration 36Q: 3 clusters Score -139770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139771.296875 Penalty: 2541.512207
	Iteration 37Q: 3 clusters Score -139771.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139771.296875 Penalty: 2541.512207
	Iteration 38F: 3 clusters Score -139771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Entering Unmasked Estep 
Score: -831367.375000 Penalty: 1551.415039
	Iteration 0F: 2 clusters Score -831367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -821608.812500 Penalty: 3102.830078
	Iteration 0F: 3 clusters Score -821608.8 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -825330.375000 Penalty: 3102.830078
	Iteration 1F: 3 clusters Score -825330.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -826129.312500 Penalty: 3102.830078
	Iteration 2F: 3 clusters Score -826129.3 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -827294.500000 Penalty: 3102.830078
	Iteration 3F: 3 clusters Score -827294.5 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -828619.500000 Penalty: 3102.830078
	Iteration 4F: 3 clusters Score -828619.5 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -829491.250000 Penalty: 3102.830078
	Iteration 5F: 3 clusters Score -829491.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -829905.500000 Penalty: 3102.830078
	Iteration 6F: 3 clusters Score -829905.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -830125.750000 Penalty: 3102.830078
	Iteration 7Q: 3 clusters Score -830125.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -830270.750000 Penalty: 3102.830078
	Iteration 8Q: 3 clusters Score -830270.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -830382.000000 Penalty: 3102.830078
	Iteration 9Q: 3 clusters Score -830382 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -830469.312500 Penalty: 3102.830078
	Iteration 10Q: 3 clusters Score -830469.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -830536.000000 Penalty: 3102.830078
	Iteration 11Q: 3 clusters Score -830536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -830585.375000 Penalty: 3102.830078
	Iteration 12Q: 3 clusters Score -830585.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -830636.750000 Penalty: 3102.830078
	Iteration 13Q: 3 clusters Score -830636.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -830701.750000 Penalty: 3102.830078
	Iteration 14Q: 3 clusters Score -830701.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -830767.125000 Penalty: 3102.830078
	Iteration 15Q: 3 clusters Score -830767.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -830826.000000 Penalty: 3102.830078
	Iteration 16Q: 3 clusters Score -830826 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -830879.000000 Penalty: 3102.830078
	Iteration 17Q: 3 clusters Score -830879 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -830913.250000 Penalty: 3102.830078
	Iteration 18Q: 3 clusters Score -830913.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -830937.500000 Penalty: 3102.830078
	Iteration 19Q: 3 clusters Score -830937.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -830952.500000 Penalty: 3102.830078
	Iteration 20F: 3 clusters Score -830952.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -830963.687500 Penalty: 3102.830078
	Iteration 21Q: 3 clusters Score -830963.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -830973.875000 Penalty: 3102.830078
	Iteration 22Q: 3 clusters Score -830973.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -830980.500000 Penalty: 3102.830078
	Iteration 23Q: 3 clusters Score -830980.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -830987.062500 Penalty: 3102.830078
	Iteration 24Q: 3 clusters Score -830987.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -830987.812500 Penalty: 3102.830078
	Iteration 25Q: 3 clusters Score -830987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -830989.562500 Penalty: 3102.830078
	Iteration 26Q: 3 clusters Score -830989.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -830992.062500 Penalty: 3102.830078
	Iteration 27Q: 3 clusters Score -830992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -830993.125000 Penalty: 3102.830078
	Iteration 28Q: 3 clusters Score -830993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -830994.625000 Penalty: 3102.830078
	Iteration 29Q: 3 clusters Score -830994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -830996.562500 Penalty: 3102.830078
	Iteration 30Q: 3 clusters Score -830996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -830997.250000 Penalty: 3102.830078
	Iteration 31Q: 3 clusters Score -830997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -830996.187500 Penalty: 3102.830078
	Iteration 32Q: 3 clusters Score -830996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -830997.375000 Penalty: 3102.830078
	Iteration 33Q: 3 clusters Score -830997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -830997.062500 Penalty: 3102.830078
	Iteration 34Q: 3 clusters Score -830997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -830998.000000 Penalty: 3102.830078
	Iteration 35Q: 3 clusters Score -830998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -830998.187500 Penalty: 3102.830078
	Iteration 36Q: 3 clusters Score -830998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -830998.187500 Penalty: 3102.830078
	Iteration 37F: 3 clusters Score -830998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -107003.968750 Penalty: 1231.365479
	Iteration 0F: 2 clusters Score -107004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104920.789062 Penalty: 2462.730957
	Iteration 0F: 3 clusters Score -104920.8 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -105347.585938 Penalty: 2462.730957
	Iteration 1F: 3 clusters Score -105347.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -105496.484375 Penalty: 2462.730957
	Iteration 2F: 3 clusters Score -105496.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -105619.367188 Penalty: 2462.730957
	Iteration 3F: 3 clusters Score -105619.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -105745.953125 Penalty: 2462.730957
	Iteration 4F: 3 clusters Score -105746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -105866.984375 Penalty: 2462.730957
	Iteration 5F: 3 clusters Score -105867 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -106007.343750 Penalty: 2462.730957
	Iteration 6F: 3 clusters Score -106007.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -106137.195312 Penalty: 2462.730957
	Iteration 7F: 3 clusters Score -106137.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -106247.476562 Penalty: 2462.730957
	Iteration 8Q: 3 clusters Score -106247.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -106351.867188 Penalty: 2462.730957
	Iteration 9Q: 3 clusters Score -106351.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -106422.242188 Penalty: 2462.730957
	Iteration 10Q: 3 clusters Score -106422.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -106450.953125 Penalty: 2462.730957
	Iteration 11Q: 3 clusters Score -106451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -106482.265625 Penalty: 2462.730957
	Iteration 12Q: 3 clusters Score -106482.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -106516.390625 Penalty: 2462.730957
	Iteration 13Q: 3 clusters Score -106516.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -106551.289062 Penalty: 2462.730957
	Iteration 14Q: 3 clusters Score -106551.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -106577.093750 Penalty: 2462.730957
	Iteration 15Q: 3 clusters Score -106577.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -106600.648438 Penalty: 2462.730957
	Iteration 16Q: 3 clusters Score -106600.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -106616.976562 Penalty: 2462.730957
	Iteration 17Q: 3 clusters Score -106617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -106639.726562 Penalty: 2462.730957
	Iteration 18Q: 3 clusters Score -106639.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -106694.257812 Penalty: 2462.730957
	Iteration 19Q: 3 clusters Score -106694.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -106832.492188 Penalty: 2462.730957
	Iteration 20F: 3 clusters Score -106832.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -107187.640625 Penalty: 2462.730957
	Iteration 21Q: 3 clusters Score -107187.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -107360.343750 Penalty: 2462.730957
	Iteration 22Q: 3 clusters Score -107360.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -107380.382812 Penalty: 2462.730957
	Iteration 23Q: 3 clusters Score -107380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -107392.539062 Penalty: 2462.730957
	Iteration 24Q: 3 clusters Score -107392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -107396.234375 Penalty: 2462.730957
	Iteration 25Q: 3 clusters Score -107396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -107398.226562 Penalty: 2462.730957
	Iteration 26Q: 3 clusters Score -107398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -107401.179688 Penalty: 2462.730957
	Iteration 27Q: 3 clusters Score -107401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -107407.648438 Penalty: 2462.730957
	Iteration 28Q: 3 clusters Score -107407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -107412.398438 Penalty: 2462.730957
	Iteration 29Q: 3 clusters Score -107412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -107412.585938 Penalty: 2462.730957
	Iteration 30Q: 3 clusters Score -107412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -107412.585938 Penalty: 2462.730957
	Iteration 31F: 3 clusters Score -107412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 1150 members 
Entering Unmasked Estep 
Score: -12701303.000000 Penalty: 78348.453125
Splitting cluster 5 changes total score from -12701680.000000 to -12701303.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -309116.781250 Penalty: 1398.880493
	Iteration 0F: 2 clusters Score -309116.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -304785.843750 Penalty: 2797.760986
	Iteration 0F: 3 clusters Score -304785.8 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -306242.281250 Penalty: 2797.760986
	Iteration 1F: 3 clusters Score -306242.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -306688.937500 Penalty: 2797.760986
	Iteration 2F: 3 clusters Score -306688.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -307069.843750 Penalty: 2797.760986
	Iteration 3F: 3 clusters Score -307069.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -307427.718750 Penalty: 2797.760986
	Iteration 4F: 3 clusters Score -307427.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -307767.343750 Penalty: 2797.760986
	Iteration 5F: 3 clusters Score -307767.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -308120.687500 Penalty: 2797.760986
	Iteration 6F: 3 clusters Score -308120.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -308419.937500 Penalty: 2797.760986
	Iteration 7Q: 3 clusters Score -308419.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -308597.968750 Penalty: 2797.760986
	Iteration 8Q: 3 clusters Score -308598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -308740.843750 Penalty: 2797.760986
	Iteration 9Q: 3 clusters Score -308740.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -308858.218750 Penalty: 2797.760986
	Iteration 10Q: 3 clusters Score -308858.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -308973.281250 Penalty: 2797.760986
	Iteration 11Q: 3 clusters Score -308973.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -309111.843750 Penalty: 2797.760986
	Iteration 12Q: 3 clusters Score -309111.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -309210.000000 Penalty: 2797.760986
	Iteration 13Q: 3 clusters Score -309210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -309299.406250 Penalty: 2797.760986
	Iteration 14Q: 3 clusters Score -309299.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -309367.312500 Penalty: 2797.760986
	Iteration 15Q: 3 clusters Score -309367.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -309432.093750 Penalty: 2797.760986
	Iteration 16Q: 3 clusters Score -309432.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -309475.468750 Penalty: 2797.760986
	Iteration 17Q: 3 clusters Score -309475.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -309511.125000 Penalty: 2797.760986
	Iteration 18Q: 3 clusters Score -309511.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -309539.906250 Penalty: 2797.760986
	Iteration 19Q: 3 clusters Score -309539.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -309563.812500 Penalty: 2797.760986
	Iteration 20F: 3 clusters Score -309563.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -309589.343750 Penalty: 2797.760986
	Iteration 21Q: 3 clusters Score -309589.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -309621.687500 Penalty: 2797.760986
	Iteration 22Q: 3 clusters Score -309621.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -309651.968750 Penalty: 2797.760986
	Iteration 23Q: 3 clusters Score -309652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -309688.218750 Penalty: 2797.760986
	Iteration 24Q: 3 clusters Score -309688.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -309732.375000 Penalty: 2797.760986
	Iteration 25Q: 3 clusters Score -309732.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -309779.843750 Penalty: 2797.760986
	Iteration 26Q: 3 clusters Score -309779.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -309811.093750 Penalty: 2797.760986
	Iteration 27Q: 3 clusters Score -309811.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -309826.625000 Penalty: 2797.760986
	Iteration 28Q: 3 clusters Score -309826.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -309835.687500 Penalty: 2797.760986
	Iteration 29Q: 3 clusters Score -309835.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -309842.937500 Penalty: 2797.760986
	Iteration 30Q: 3 clusters Score -309842.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -309850.656250 Penalty: 2797.760986
	Iteration 31Q: 3 clusters Score -309850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -309852.125000 Penalty: 2797.760986
	Iteration 32Q: 3 clusters Score -309852.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -309854.343750 Penalty: 2797.760986
	Iteration 33Q: 3 clusters Score -309854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -309855.812500 Penalty: 2797.760986
	Iteration 34Q: 3 clusters Score -309855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -309856.937500 Penalty: 2797.760986
	Iteration 35Q: 3 clusters Score -309856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -309856.875000 Penalty: 2797.760986
	Iteration 36Q: 3 clusters Score -309856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -309856.875000 Penalty: 2797.760986
	Iteration 37F: 3 clusters Score -309856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Entering Unmasked Estep 
Score: -12701804.000000 Penalty: 78348.453125
Splitting cluster 6 changes total score from -12701680.000000 to -12701804.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -924485.312500 Penalty: 1569.741943
	Iteration 0F: 2 clusters Score -924485.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -913648.437500 Penalty: 3139.483887
	Iteration 0F: 3 clusters Score -913648.4 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -917457.687500 Penalty: 3139.483887
	Iteration 1F: 3 clusters Score -917457.7 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -917799.937500 Penalty: 3139.483887
	Iteration 2F: 3 clusters Score -917799.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -918170.062500 Penalty: 3139.483887
	Iteration 3F: 3 clusters Score -918170.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -918614.812500 Penalty: 3139.483887
	Iteration 4F: 3 clusters Score -918614.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -919254.375000 Penalty: 3139.483887
	Iteration 5F: 3 clusters Score -919254.4 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -920103.875000 Penalty: 3139.483887
	Iteration 6F: 3 clusters Score -920103.9 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -921036.000000 Penalty: 3139.483887
	Iteration 7F: 3 clusters Score -921036 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -921784.937500 Penalty: 3139.483887
	Iteration 8F: 3 clusters Score -921784.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -922255.062500 Penalty: 3139.483887
	Iteration 9Q: 3 clusters Score -922255.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -922545.437500 Penalty: 3139.483887
	Iteration 10Q: 3 clusters Score -922545.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -922729.125000 Penalty: 3139.483887
	Iteration 11Q: 3 clusters Score -922729.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -922829.062500 Penalty: 3139.483887
	Iteration 12Q: 3 clusters Score -922829.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -922881.812500 Penalty: 3139.483887
	Iteration 13Q: 3 clusters Score -922881.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -922918.375000 Penalty: 3139.483887
	Iteration 14Q: 3 clusters Score -922918.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -922945.937500 Penalty: 3139.483887
	Iteration 15Q: 3 clusters Score -922945.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -922973.500000 Penalty: 3139.483887
	Iteration 16Q: 3 clusters Score -922973.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -922996.187500 Penalty: 3139.483887
	Iteration 17Q: 3 clusters Score -922996.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -923011.125000 Penalty: 3139.483887
	Iteration 18Q: 3 clusters Score -923011.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -923024.187500 Penalty: 3139.483887
	Iteration 19Q: 3 clusters Score -923024.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -923039.500000 Penalty: 3139.483887
	Iteration 20F: 3 clusters Score -923039.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -923051.187500 Penalty: 3139.483887
	Iteration 21Q: 3 clusters Score -923051.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -923064.562500 Penalty: 3139.483887
	Iteration 22Q: 3 clusters Score -923064.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -923077.125000 Penalty: 3139.483887
	Iteration 23Q: 3 clusters Score -923077.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -923087.375000 Penalty: 3139.483887
	Iteration 24Q: 3 clusters Score -923087.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -923098.812500 Penalty: 3139.483887
	Iteration 25Q: 3 clusters Score -923098.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -923102.250000 Penalty: 3139.483887
	Iteration 26Q: 3 clusters Score -923102.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -923108.000000 Penalty: 3139.483887
	Iteration 27Q: 3 clusters Score -923108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -923115.687500 Penalty: 3139.483887
	Iteration 28Q: 3 clusters Score -923115.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -923119.187500 Penalty: 3139.483887
	Iteration 29Q: 3 clusters Score -923119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -923121.625000 Penalty: 3139.483887
	Iteration 30Q: 3 clusters Score -923121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -923123.125000 Penalty: 3139.483887
	Iteration 31Q: 3 clusters Score -923123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -923127.375000 Penalty: 3139.483887
	Iteration 32Q: 3 clusters Score -923127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -923126.375000 Penalty: 3139.483887
	Iteration 33Q: 3 clusters Score -923126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -923129.625000 Penalty: 3139.483887
	Iteration 34Q: 3 clusters Score -923129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -923130.375000 Penalty: 3139.483887
	Iteration 35Q: 3 clusters Score -923130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -923131.625000 Penalty: 3139.483887
	Iteration 36Q: 3 clusters Score -923131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -923132.375000 Penalty: 3139.483887
	Iteration 37Q: 3 clusters Score -923132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -923136.062500 Penalty: 3139.483887
	Iteration 38Q: 3 clusters Score -923136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -923136.687500 Penalty: 3139.483887
	Iteration 39Q: 3 clusters Score -923136.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -923135.875000 Penalty: 3139.483887
	Iteration 40F: 3 clusters Score -923135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -923138.375000 Penalty: 3139.483887
	Iteration 41Q: 3 clusters Score -923138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -923141.000000 Penalty: 3139.483887
	Iteration 42Q: 3 clusters Score -923141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -923142.875000 Penalty: 3139.483887
	Iteration 43Q: 3 clusters Score -923142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -923143.625000 Penalty: 3139.483887
	Iteration 44Q: 3 clusters Score -923143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -923145.375000 Penalty: 3139.483887
	Iteration 45Q: 3 clusters Score -923145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -923145.750000 Penalty: 3139.483887
	Iteration 46Q: 3 clusters Score -923145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -923145.125000 Penalty: 3139.483887
	Iteration 47Q: 3 clusters Score -923145.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -923145.937500 Penalty: 3139.483887
	Iteration 48Q: 3 clusters Score -923145.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -923149.375000 Penalty: 3139.483887
	Iteration 49Q: 3 clusters Score -923149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -923150.250000 Penalty: 3139.483887
	Iteration 50Q: 3 clusters Score -923150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -923151.250000 Penalty: 3139.483887
	Iteration 51Q: 3 clusters Score -923151.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -923153.375000 Penalty: 3139.483887
	Iteration 52Q: 3 clusters Score -923153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -923153.812500 Penalty: 3139.483887
	Iteration 53Q: 3 clusters Score -923153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -923154.937500 Penalty: 3139.483887
	Iteration 54Q: 3 clusters Score -923154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -923156.562500 Penalty: 3139.483887
	Iteration 55Q: 3 clusters Score -923156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -923155.187500 Penalty: 3139.483887
	Iteration 56Q: 3 clusters Score -923155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -923156.062500 Penalty: 3139.483887
	Iteration 57Q: 3 clusters Score -923156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -923157.437500 Penalty: 3139.483887
	Iteration 58Q: 3 clusters Score -923157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -923160.000000 Penalty: 3139.483887
	Iteration 59Q: 3 clusters Score -923160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -923161.625000 Penalty: 3139.483887
	Iteration 60F: 3 clusters Score -923161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -923161.375000 Penalty: 3139.483887
	Iteration 61Q: 3 clusters Score -923161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -923162.000000 Penalty: 3139.483887
	Iteration 62Q: 3 clusters Score -923162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -923161.250000 Penalty: 3139.483887
	Iteration 63Q: 3 clusters Score -923161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -923161.250000 Penalty: 3139.483887
	Iteration 64F: 3 clusters Score -923161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Entering Unmasked Estep 
Score: -633046.062500 Penalty: 1513.272461
	Iteration 0F: 2 clusters Score -633046.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -625235.312500 Penalty: 3026.544922
	Iteration 0F: 3 clusters Score -625235.3 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -627925.625000 Penalty: 3026.544922
	Iteration 1F: 3 clusters Score -627925.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -628280.250000 Penalty: 3026.544922
	Iteration 2F: 3 clusters Score -628280.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -628629.750000 Penalty: 3026.544922
	Iteration 3F: 3 clusters Score -628629.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -629039.687500 Penalty: 3026.544922
	Iteration 4F: 3 clusters Score -629039.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -629624.750000 Penalty: 3026.544922
	Iteration 5F: 3 clusters Score -629624.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -630360.375000 Penalty: 3026.544922
	Iteration 6F: 3 clusters Score -630360.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -631079.000000 Penalty: 3026.544922
	Iteration 7F: 3 clusters Score -631079 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -631601.562500 Penalty: 3026.544922
	Iteration 8Q: 3 clusters Score -631601.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -631958.625000 Penalty: 3026.544922
	Iteration 9Q: 3 clusters Score -631958.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -632220.937500 Penalty: 3026.544922
	Iteration 10Q: 3 clusters Score -632220.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -632422.937500 Penalty: 3026.544922
	Iteration 11Q: 3 clusters Score -632422.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -632615.937500 Penalty: 3026.544922
	Iteration 12Q: 3 clusters Score -632615.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -632761.062500 Penalty: 3026.544922
	Iteration 13Q: 3 clusters Score -632761.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -632873.312500 Penalty: 3026.544922
	Iteration 14Q: 3 clusters Score -632873.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -632963.500000 Penalty: 3026.544922
	Iteration 15Q: 3 clusters Score -632963.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -633029.500000 Penalty: 3026.544922
	Iteration 16Q: 3 clusters Score -633029.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -633087.562500 Penalty: 3026.544922
	Iteration 17Q: 3 clusters Score -633087.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -633128.000000 Penalty: 3026.544922
	Iteration 18Q: 3 clusters Score -633128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -633163.937500 Penalty: 3026.544922
	Iteration 19Q: 3 clusters Score -633163.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -633188.187500 Penalty: 3026.544922
	Iteration 20F: 3 clusters Score -633188.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -633198.812500 Penalty: 3026.544922
	Iteration 21Q: 3 clusters Score -633198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -633205.125000 Penalty: 3026.544922
	Iteration 22Q: 3 clusters Score -633205.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -633207.937500 Penalty: 3026.544922
	Iteration 23Q: 3 clusters Score -633207.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -633213.750000 Penalty: 3026.544922
	Iteration 24Q: 3 clusters Score -633213.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -633217.062500 Penalty: 3026.544922
	Iteration 25Q: 3 clusters Score -633217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -633220.000000 Penalty: 3026.544922
	Iteration 26Q: 3 clusters Score -633220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -633225.187500 Penalty: 3026.544922
	Iteration 27Q: 3 clusters Score -633225.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -633225.750000 Penalty: 3026.544922
	Iteration 28Q: 3 clusters Score -633225.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -633230.875000 Penalty: 3026.544922
	Iteration 29Q: 3 clusters Score -633230.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -633236.937500 Penalty: 3026.544922
	Iteration 30Q: 3 clusters Score -633236.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -633242.750000 Penalty: 3026.544922
	Iteration 31Q: 3 clusters Score -633242.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -633244.562500 Penalty: 3026.544922
	Iteration 32Q: 3 clusters Score -633244.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -633250.937500 Penalty: 3026.544922
	Iteration 33Q: 3 clusters Score -633250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -633253.250000 Penalty: 3026.544922
	Iteration 34Q: 3 clusters Score -633253.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -633259.375000 Penalty: 3026.544922
	Iteration 35Q: 3 clusters Score -633259.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -633264.562500 Penalty: 3026.544922
	Iteration 36Q: 3 clusters Score -633264.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -633268.750000 Penalty: 3026.544922
	Iteration 37Q: 3 clusters Score -633268.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -633273.500000 Penalty: 3026.544922
	Iteration 38Q: 3 clusters Score -633273.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -633279.187500 Penalty: 3026.544922
	Iteration 39Q: 3 clusters Score -633279.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -633283.312500 Penalty: 3026.544922
	Iteration 40F: 3 clusters Score -633283.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -633287.750000 Penalty: 3026.544922
	Iteration 41Q: 3 clusters Score -633287.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -633292.000000 Penalty: 3026.544922
	Iteration 42Q: 3 clusters Score -633292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -633291.437500 Penalty: 3026.544922
	Iteration 43Q: 3 clusters Score -633291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -633295.250000 Penalty: 3026.544922
	Iteration 44Q: 3 clusters Score -633295.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -633297.875000 Penalty: 3026.544922
	Iteration 45Q: 3 clusters Score -633297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -633297.875000 Penalty: 3026.544922
	Iteration 46Q: 3 clusters Score -633297.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -633300.625000 Penalty: 3026.544922
	Iteration 47Q: 3 clusters Score -633300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -633298.687500 Penalty: 3026.544922
	Iteration 48Q: 3 clusters Score -633298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -633300.125000 Penalty: 3026.544922
	Iteration 49Q: 3 clusters Score -633300.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -633302.500000 Penalty: 3026.544922
	Iteration 50Q: 3 clusters Score -633302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -633305.062500 Penalty: 3026.544922
	Iteration 51Q: 3 clusters Score -633305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -633305.875000 Penalty: 3026.544922
	Iteration 52Q: 3 clusters Score -633305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -633307.312500 Penalty: 3026.544922
	Iteration 53Q: 3 clusters Score -633307.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -633309.125000 Penalty: 3026.544922
	Iteration 54Q: 3 clusters Score -633309.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -633311.187500 Penalty: 3026.544922
	Iteration 55Q: 3 clusters Score -633311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -633311.437500 Penalty: 3026.544922
	Iteration 56Q: 3 clusters Score -633311.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -633310.250000 Penalty: 3026.544922
	Iteration 57Q: 3 clusters Score -633310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -633312.750000 Penalty: 3026.544922
	Iteration 58Q: 3 clusters Score -633312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -633313.312500 Penalty: 3026.544922
	Iteration 59Q: 3 clusters Score -633313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -633313.562500 Penalty: 3026.544922
	Iteration 60F: 3 clusters Score -633313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -633315.812500 Penalty: 3026.544922
	Iteration 61Q: 3 clusters Score -633315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -633314.687500 Penalty: 3026.544922
	Iteration 62Q: 3 clusters Score -633314.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -633319.062500 Penalty: 3026.544922
	Iteration 63Q: 3 clusters Score -633319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -633319.500000 Penalty: 3026.544922
	Iteration 64Q: 3 clusters Score -633319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -633319.625000 Penalty: 3026.544922
	Iteration 65Q: 3 clusters Score -633319.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -633319.187500 Penalty: 3026.544922
	Iteration 66Q: 3 clusters Score -633319.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -633323.562500 Penalty: 3026.544922
	Iteration 67Q: 3 clusters Score -633323.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -633327.437500 Penalty: 3026.544922
	Iteration 68Q: 3 clusters Score -633327.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -633331.562500 Penalty: 3026.544922
	Iteration 69Q: 3 clusters Score -633331.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -633331.312500 Penalty: 3026.544922
	Iteration 70Q: 3 clusters Score -633331.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -633334.875000 Penalty: 3026.544922
	Iteration 71Q: 3 clusters Score -633334.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -633336.687500 Penalty: 3026.544922
	Iteration 72Q: 3 clusters Score -633336.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -633338.875000 Penalty: 3026.544922
	Iteration 73Q: 3 clusters Score -633338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -633343.125000 Penalty: 3026.544922
	Iteration 74Q: 3 clusters Score -633343.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -633345.687500 Penalty: 3026.544922
	Iteration 75Q: 3 clusters Score -633345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -633347.875000 Penalty: 3026.544922
	Iteration 76Q: 3 clusters Score -633347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -633348.062500 Penalty: 3026.544922
	Iteration 77Q: 3 clusters Score -633348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -633347.000000 Penalty: 3026.544922
	Iteration 78Q: 3 clusters Score -633347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -633345.312500 Penalty: 3026.544922
	Iteration 79Q: 3 clusters Score -633345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -633346.437500 Penalty: 3026.544922
	Iteration 80F: 3 clusters Score -633346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -633345.500000 Penalty: 3026.544922
	Iteration 81Q: 3 clusters Score -633345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -633347.375000 Penalty: 3026.544922
	Iteration 82Q: 3 clusters Score -633347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -633347.750000 Penalty: 3026.544922
	Iteration 83Q: 3 clusters Score -633347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -633347.312500 Penalty: 3026.544922
	Iteration 84Q: 3 clusters Score -633347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -633347.562500 Penalty: 3026.544922
	Iteration 85Q: 3 clusters Score -633347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -633348.187500 Penalty: 3026.544922
	Iteration 86Q: 3 clusters Score -633348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -633348.187500 Penalty: 3026.544922
	Iteration 87F: 3 clusters Score -633348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 28385 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 5206 members 
Entering Unmasked Estep 
Score: -12701635.000000 Penalty: 80357.382812
Splitting cluster 8 changes total score from -12701680.000000 to -12701635.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -123224.765625 Penalty: 1251.592041
	Iteration 0F: 2 clusters Score -123224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -120992.937500 Penalty: 2503.184082
	Iteration 0F: 3 clusters Score -120992.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -121503.992188 Penalty: 2503.184082
	Iteration 1F: 3 clusters Score -121504 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -121634.406250 Penalty: 2503.184082
	Iteration 2F: 3 clusters Score -121634.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -121708.578125 Penalty: 2503.184082
	Iteration 3Q: 3 clusters Score -121708.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -121761.859375 Penalty: 2503.184082
	Iteration 4Q: 3 clusters Score -121761.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -121800.781250 Penalty: 2503.184082
	Iteration 5Q: 3 clusters Score -121800.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -121852.062500 Penalty: 2503.184082
	Iteration 6Q: 3 clusters Score -121852.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -121911.421875 Penalty: 2503.184082
	Iteration 7Q: 3 clusters Score -121911.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -122016.203125 Penalty: 2503.184082
	Iteration 8Q: 3 clusters Score -122016.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -122115.304688 Penalty: 2503.184082
	Iteration 9Q: 3 clusters Score -122115.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -122200.593750 Penalty: 2503.184082
	Iteration 10Q: 3 clusters Score -122200.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -122243.718750 Penalty: 2503.184082
	Iteration 11Q: 3 clusters Score -122243.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -122286.531250 Penalty: 2503.184082
	Iteration 12Q: 3 clusters Score -122286.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -122316.718750 Penalty: 2503.184082
	Iteration 13Q: 3 clusters Score -122316.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -122338.273438 Penalty: 2503.184082
	Iteration 14Q: 3 clusters Score -122338.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -122363.835938 Penalty: 2503.184082
	Iteration 15Q: 3 clusters Score -122363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -122385.953125 Penalty: 2503.184082
	Iteration 16Q: 3 clusters Score -122386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -122414.625000 Penalty: 2503.184082
	Iteration 17Q: 3 clusters Score -122414.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -122451.406250 Penalty: 2503.184082
	Iteration 18Q: 3 clusters Score -122451.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -122516.578125 Penalty: 2503.184082
	Iteration 19Q: 3 clusters Score -122516.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -122586.875000 Penalty: 2503.184082
	Iteration 20F: 3 clusters Score -122586.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -122622.906250 Penalty: 2503.184082
	Iteration 21Q: 3 clusters Score -122622.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -122642.875000 Penalty: 2503.184082
	Iteration 22Q: 3 clusters Score -122642.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -122663.898438 Penalty: 2503.184082
	Iteration 23Q: 3 clusters Score -122663.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -122683.648438 Penalty: 2503.184082
	Iteration 24Q: 3 clusters Score -122683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122695.320312 Penalty: 2503.184082
	Iteration 25Q: 3 clusters Score -122695.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -122704.484375 Penalty: 2503.184082
	Iteration 26Q: 3 clusters Score -122704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -122711.046875 Penalty: 2503.184082
	Iteration 27Q: 3 clusters Score -122711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -122717.046875 Penalty: 2503.184082
	Iteration 28Q: 3 clusters Score -122717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -122721.375000 Penalty: 2503.184082
	Iteration 29Q: 3 clusters Score -122721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -122723.507812 Penalty: 2503.184082
	Iteration 30Q: 3 clusters Score -122723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -122723.507812 Penalty: 2503.184082
	Iteration 31F: 3 clusters Score -122723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -20683.509766 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -20683.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19708.341797 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -19708.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19865.953125 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -19865.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19928.914062 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -19928.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19969.439453 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -19969.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -19993.324219 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -19993.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20021.363281 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -20021.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20035.589844 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -20035.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20039.259766 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -20039.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20041.722656 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -20041.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20041.722656 Penalty: 1986.946777
	Iteration 9F: 3 clusters Score -20041.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -290763.875000 Penalty: 1413.427124
	Iteration 0F: 2 clusters Score -290763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -286158.125000 Penalty: 2826.854248
	Iteration 0F: 3 clusters Score -286158.1 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -287667.093750 Penalty: 2826.854248
	Iteration 1F: 3 clusters Score -287667.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -287982.531250 Penalty: 2826.854248
	Iteration 2F: 3 clusters Score -287982.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -288238.062500 Penalty: 2826.854248
	Iteration 3F: 3 clusters Score -288238.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -288455.031250 Penalty: 2826.854248
	Iteration 4F: 3 clusters Score -288455 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -288676.593750 Penalty: 2826.854248
	Iteration 5Q: 3 clusters Score -288676.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -288946.468750 Penalty: 2826.854248
	Iteration 6F: 3 clusters Score -288946.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -289235.062500 Penalty: 2826.854248
	Iteration 7F: 3 clusters Score -289235.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -289473.250000 Penalty: 2826.854248
	Iteration 8Q: 3 clusters Score -289473.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -289663.562500 Penalty: 2826.854248
	Iteration 9Q: 3 clusters Score -289663.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -289796.250000 Penalty: 2826.854248
	Iteration 10Q: 3 clusters Score -289796.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -289882.843750 Penalty: 2826.854248
	Iteration 11Q: 3 clusters Score -289882.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -289943.250000 Penalty: 2826.854248
	Iteration 12Q: 3 clusters Score -289943.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -289980.125000 Penalty: 2826.854248
	Iteration 13Q: 3 clusters Score -289980.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -290017.000000 Penalty: 2826.854248
	Iteration 14Q: 3 clusters Score -290017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -290045.812500 Penalty: 2826.854248
	Iteration 15Q: 3 clusters Score -290045.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -290077.156250 Penalty: 2826.854248
	Iteration 16Q: 3 clusters Score -290077.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -290096.093750 Penalty: 2826.854248
	Iteration 17Q: 3 clusters Score -290096.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -290108.093750 Penalty: 2826.854248
	Iteration 18Q: 3 clusters Score -290108.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -290117.093750 Penalty: 2826.854248
	Iteration 19Q: 3 clusters Score -290117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -290120.656250 Penalty: 2826.854248
	Iteration 20F: 3 clusters Score -290120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -290122.500000 Penalty: 2826.854248
	Iteration 21Q: 3 clusters Score -290122.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -290123.750000 Penalty: 2826.854248
	Iteration 22Q: 3 clusters Score -290123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -290126.062500 Penalty: 2826.854248
	Iteration 23Q: 3 clusters Score -290126.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -290132.031250 Penalty: 2826.854248
	Iteration 24Q: 3 clusters Score -290132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -290135.812500 Penalty: 2826.854248
	Iteration 25Q: 3 clusters Score -290135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -290140.875000 Penalty: 2826.854248
	Iteration 26Q: 3 clusters Score -290140.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -290143.437500 Penalty: 2826.854248
	Iteration 27Q: 3 clusters Score -290143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -290147.906250 Penalty: 2826.854248
	Iteration 28Q: 3 clusters Score -290147.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -290149.625000 Penalty: 2826.854248
	Iteration 29Q: 3 clusters Score -290149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -290149.406250 Penalty: 2826.854248
	Iteration 30Q: 3 clusters Score -290149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -290150.593750 Penalty: 2826.854248
	Iteration 31Q: 3 clusters Score -290150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -290150.875000 Penalty: 2826.854248
	Iteration 32Q: 3 clusters Score -290150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -290150.593750 Penalty: 2826.854248
	Iteration 33Q: 3 clusters Score -290150.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -290150.593750 Penalty: 2826.854248
	Iteration 34F: 3 clusters Score -290150.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Entering Unmasked Estep 
Score: -1649362.500000 Penalty: 1666.212646
	Iteration 0F: 2 clusters Score -1649362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1630323.250000 Penalty: 3332.425293
	Iteration 0F: 3 clusters Score -1630323 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1637610.750000 Penalty: 3332.425293
	Iteration 1F: 3 clusters Score -1637611 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1638143.250000 Penalty: 3332.425293
	Iteration 2Q: 3 clusters Score -1638143 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1638807.000000 Penalty: 3332.425293
	Iteration 3Q: 3 clusters Score -1638807 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1639590.375000 Penalty: 3332.425293
	Iteration 4F: 3 clusters Score -1639590 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1640467.500000 Penalty: 3332.425293
	Iteration 5F: 3 clusters Score -1640468 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1641539.500000 Penalty: 3332.425293
	Iteration 6F: 3 clusters Score -1641540 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1642583.750000 Penalty: 3332.425293
	Iteration 7F: 3 clusters Score -1642584 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1643496.125000 Penalty: 3332.425293
	Iteration 8F: 3 clusters Score -1643496 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1644170.125000 Penalty: 3332.425293
	Iteration 9Q: 3 clusters Score -1644170 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1644634.000000 Penalty: 3332.425293
	Iteration 10Q: 3 clusters Score -1644634 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1645011.875000 Penalty: 3332.425293
	Iteration 11Q: 3 clusters Score -1645012 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1645377.625000 Penalty: 3332.425293
	Iteration 12Q: 3 clusters Score -1645378 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1645823.625000 Penalty: 3332.425293
	Iteration 13Q: 3 clusters Score -1645824 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1646347.875000 Penalty: 3332.425293
	Iteration 14Q: 3 clusters Score -1646348 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1646892.375000 Penalty: 3332.425293
	Iteration 15Q: 3 clusters Score -1646892 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1647307.875000 Penalty: 3332.425293
	Iteration 16Q: 3 clusters Score -1647308 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1647668.625000 Penalty: 3332.425293
	Iteration 17Q: 3 clusters Score -1647669 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1647989.625000 Penalty: 3332.425293
	Iteration 18Q: 3 clusters Score -1647990 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1648304.125000 Penalty: 3332.425293
	Iteration 19Q: 3 clusters Score -1648304 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1648626.125000 Penalty: 3332.425293
	Iteration 20F: 3 clusters Score -1648626 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1648883.500000 Penalty: 3332.425293
	Iteration 21Q: 3 clusters Score -1648884 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1649086.375000 Penalty: 3332.425293
	Iteration 22Q: 3 clusters Score -1649086 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -1649213.375000 Penalty: 3332.425293
	Iteration 23Q: 3 clusters Score -1649213 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1649315.125000 Penalty: 3332.425293
	Iteration 24Q: 3 clusters Score -1649315 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1649386.125000 Penalty: 3332.425293
	Iteration 25Q: 3 clusters Score -1649386 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -1649427.125000 Penalty: 3332.425293
	Iteration 26Q: 3 clusters Score -1649427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1649467.625000 Penalty: 3332.425293
	Iteration 27Q: 3 clusters Score -1649468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -1649485.125000 Penalty: 3332.425293
	Iteration 28Q: 3 clusters Score -1649485 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1649503.250000 Penalty: 3332.425293
	Iteration 29Q: 3 clusters Score -1649503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1649516.375000 Penalty: 3332.425293
	Iteration 30Q: 3 clusters Score -1649516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1649528.500000 Penalty: 3332.425293
	Iteration 31Q: 3 clusters Score -1649528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -1649535.000000 Penalty: 3332.425293
	Iteration 32Q: 3 clusters Score -1649535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -1649538.125000 Penalty: 3332.425293
	Iteration 33Q: 3 clusters Score -1649538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -1649543.375000 Penalty: 3332.425293
	Iteration 34Q: 3 clusters Score -1649543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -1649548.250000 Penalty: 3332.425293
	Iteration 35Q: 3 clusters Score -1649548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -1649550.000000 Penalty: 3332.425293
	Iteration 36Q: 3 clusters Score -1649550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -1649550.000000 Penalty: 3332.425293
	Iteration 37Q: 3 clusters Score -1649550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -1649553.250000 Penalty: 3332.425293
	Iteration 38Q: 3 clusters Score -1649553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -1649557.625000 Penalty: 3332.425293
	Iteration 39Q: 3 clusters Score -1649558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -1649555.750000 Penalty: 3332.425293
	Iteration 40F: 3 clusters Score -1649556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -1649562.750000 Penalty: 3332.425293
	Iteration 41Q: 3 clusters Score -1649563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -1649568.625000 Penalty: 3332.425293
	Iteration 42Q: 3 clusters Score -1649569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1649568.000000 Penalty: 3332.425293
	Iteration 43Q: 3 clusters Score -1649568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -1649573.000000 Penalty: 3332.425293
	Iteration 44Q: 3 clusters Score -1649573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1649578.750000 Penalty: 3332.425293
	Iteration 45Q: 3 clusters Score -1649579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -1649585.375000 Penalty: 3332.425293
	Iteration 46Q: 3 clusters Score -1649585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -1649590.500000 Penalty: 3332.425293
	Iteration 47Q: 3 clusters Score -1649590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -1649590.750000 Penalty: 3332.425293
	Iteration 48Q: 3 clusters Score -1649591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1649593.250000 Penalty: 3332.425293
	Iteration 49Q: 3 clusters Score -1649593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -1649592.875000 Penalty: 3332.425293
	Iteration 50Q: 3 clusters Score -1649593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -1649594.375000 Penalty: 3332.425293
	Iteration 51Q: 3 clusters Score -1649594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -1649593.875000 Penalty: 3332.425293
	Iteration 52Q: 3 clusters Score -1649594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1649598.625000 Penalty: 3332.425293
	Iteration 53Q: 3 clusters Score -1649599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -1649600.500000 Penalty: 3332.425293
	Iteration 54Q: 3 clusters Score -1649600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1649600.375000 Penalty: 3332.425293
	Iteration 55Q: 3 clusters Score -1649600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -1649605.125000 Penalty: 3332.425293
	Iteration 56Q: 3 clusters Score -1649605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -1649603.500000 Penalty: 3332.425293
	Iteration 57Q: 3 clusters Score -1649604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -1649605.875000 Penalty: 3332.425293
	Iteration 58Q: 3 clusters Score -1649606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -1649608.000000 Penalty: 3332.425293
	Iteration 59Q: 3 clusters Score -1649608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -1649609.750000 Penalty: 3332.425293
	Iteration 60F: 3 clusters Score -1649610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1649610.375000 Penalty: 3332.425293
	Iteration 61Q: 3 clusters Score -1649610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1649610.750000 Penalty: 3332.425293
	Iteration 62Q: 3 clusters Score -1649611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1649610.875000 Penalty: 3332.425293
	Iteration 63Q: 3 clusters Score -1649611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1649613.000000 Penalty: 3332.425293
	Iteration 64Q: 3 clusters Score -1649613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -1649611.750000 Penalty: 3332.425293
	Iteration 65Q: 3 clusters Score -1649612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -1649611.375000 Penalty: 3332.425293
	Iteration 66Q: 3 clusters Score -1649611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -1649610.875000 Penalty: 3332.425293
	Iteration 67Q: 3 clusters Score -1649611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -1649611.750000 Penalty: 3332.425293
	Iteration 68Q: 3 clusters Score -1649612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -1649613.500000 Penalty: 3332.425293
	Iteration 69Q: 3 clusters Score -1649614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1649615.875000 Penalty: 3332.425293
	Iteration 70Q: 3 clusters Score -1649616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1649613.125000 Penalty: 3332.425293
	Iteration 71Q: 3 clusters Score -1649613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1649619.625000 Penalty: 3332.425293
	Iteration 72Q: 3 clusters Score -1649620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1649614.250000 Penalty: 3332.425293
	Iteration 73Q: 3 clusters Score -1649614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -1649616.750000 Penalty: 3332.425293
	Iteration 74Q: 3 clusters Score -1649617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -1649617.125000 Penalty: 3332.425293
	Iteration 75Q: 3 clusters Score -1649617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1649616.625000 Penalty: 3332.425293
	Iteration 76Q: 3 clusters Score -1649617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -1649618.125000 Penalty: 3332.425293
	Iteration 77Q: 3 clusters Score -1649618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -1649614.750000 Penalty: 3332.425293
	Iteration 78Q: 3 clusters Score -1649615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1649616.125000 Penalty: 3332.425293
	Iteration 79Q: 3 clusters Score -1649616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -1649618.375000 Penalty: 3332.425293
	Iteration 80F: 3 clusters Score -1649618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 23343 members 
Entering Unmasked Estep 
Score: -12701742.000000 Penalty: 80357.382812
Splitting cluster 12 changes total score from -12701680.000000 to -12701742.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (12506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Entering Unmasked Estep 
Score: -734386.000000 Penalty: 1533.019165
	Iteration 0F: 2 clusters Score -734386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -725607.000000 Penalty: 3066.038330
	Iteration 0F: 3 clusters Score -725607 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -728871.625000 Penalty: 3066.038330
	Iteration 1F: 3 clusters Score -728871.6 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -729639.125000 Penalty: 3066.038330
	Iteration 2F: 3 clusters Score -729639.1 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -730505.812500 Penalty: 3066.038330
	Iteration 3F: 3 clusters Score -730505.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -731337.187500 Penalty: 3066.038330
	Iteration 4F: 3 clusters Score -731337.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -732030.625000 Penalty: 3066.038330
	Iteration 5F: 3 clusters Score -732030.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -732591.375000 Penalty: 3066.038330
	Iteration 6F: 3 clusters Score -732591.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -732970.875000 Penalty: 3066.038330
	Iteration 7Q: 3 clusters Score -732970.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -733194.312500 Penalty: 3066.038330
	Iteration 8Q: 3 clusters Score -733194.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -733389.875000 Penalty: 3066.038330
	Iteration 9Q: 3 clusters Score -733389.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -733578.000000 Penalty: 3066.038330
	Iteration 10Q: 3 clusters Score -733578 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -733732.312500 Penalty: 3066.038330
	Iteration 11Q: 3 clusters Score -733732.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -733867.187500 Penalty: 3066.038330
	Iteration 12Q: 3 clusters Score -733867.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -733950.187500 Penalty: 3066.038330
	Iteration 13Q: 3 clusters Score -733950.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -733991.500000 Penalty: 3066.038330
	Iteration 14Q: 3 clusters Score -733991.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -734019.375000 Penalty: 3066.038330
	Iteration 15Q: 3 clusters Score -734019.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -734034.437500 Penalty: 3066.038330
	Iteration 16Q: 3 clusters Score -734034.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -734043.562500 Penalty: 3066.038330
	Iteration 17Q: 3 clusters Score -734043.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -734054.312500 Penalty: 3066.038330
	Iteration 18Q: 3 clusters Score -734054.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -734064.062500 Penalty: 3066.038330
	Iteration 19Q: 3 clusters Score -734064.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -734074.750000 Penalty: 3066.038330
	Iteration 20F: 3 clusters Score -734074.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -734091.500000 Penalty: 3066.038330
	Iteration 21Q: 3 clusters Score -734091.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -734104.312500 Penalty: 3066.038330
	Iteration 22Q: 3 clusters Score -734104.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -734114.250000 Penalty: 3066.038330
	Iteration 23Q: 3 clusters Score -734114.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -734126.812500 Penalty: 3066.038330
	Iteration 24Q: 3 clusters Score -734126.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -734134.312500 Penalty: 3066.038330
	Iteration 25Q: 3 clusters Score -734134.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -734143.875000 Penalty: 3066.038330
	Iteration 26Q: 3 clusters Score -734143.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -734154.812500 Penalty: 3066.038330
	Iteration 27Q: 3 clusters Score -734154.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -734165.812500 Penalty: 3066.038330
	Iteration 28Q: 3 clusters Score -734165.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -734178.562500 Penalty: 3066.038330
	Iteration 29Q: 3 clusters Score -734178.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -734188.625000 Penalty: 3066.038330
	Iteration 30Q: 3 clusters Score -734188.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -734203.875000 Penalty: 3066.038330
	Iteration 31Q: 3 clusters Score -734203.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -734212.750000 Penalty: 3066.038330
	Iteration 32Q: 3 clusters Score -734212.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -734218.375000 Penalty: 3066.038330
	Iteration 33Q: 3 clusters Score -734218.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -734223.562500 Penalty: 3066.038330
	Iteration 34Q: 3 clusters Score -734223.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -734224.812500 Penalty: 3066.038330
	Iteration 35Q: 3 clusters Score -734224.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -734225.937500 Penalty: 3066.038330
	Iteration 36Q: 3 clusters Score -734225.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -734228.375000 Penalty: 3066.038330
	Iteration 37Q: 3 clusters Score -734228.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -734232.562500 Penalty: 3066.038330
	Iteration 38Q: 3 clusters Score -734232.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -734234.000000 Penalty: 3066.038330
	Iteration 39Q: 3 clusters Score -734234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -734237.062500 Penalty: 3066.038330
	Iteration 40F: 3 clusters Score -734237.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -734237.937500 Penalty: 3066.038330
	Iteration 41Q: 3 clusters Score -734237.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -734240.625000 Penalty: 3066.038330
	Iteration 42Q: 3 clusters Score -734240.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -734248.187500 Penalty: 3066.038330
	Iteration 43Q: 3 clusters Score -734248.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -734248.812500 Penalty: 3066.038330
	Iteration 44Q: 3 clusters Score -734248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -734248.937500 Penalty: 3066.038330
	Iteration 45Q: 3 clusters Score -734248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -734248.875000 Penalty: 3066.038330
	Iteration 46Q: 3 clusters Score -734248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -734249.187500 Penalty: 3066.038330
	Iteration 47Q: 3 clusters Score -734249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -734249.187500 Penalty: 3066.038330
	Iteration 48F: 3 clusters Score -734249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Entering Unmasked Estep 
Score: -685026.562500 Penalty: 1518.484741
	Iteration 0F: 2 clusters Score -685026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -676988.500000 Penalty: 3036.969482
	Iteration 0F: 3 clusters Score -676988.5 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -679755.937500 Penalty: 3036.969482
	Iteration 1F: 3 clusters Score -679755.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -680207.562500 Penalty: 3036.969482
	Iteration 2F: 3 clusters Score -680207.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -680737.187500 Penalty: 3036.969482
	Iteration 3F: 3 clusters Score -680737.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -681314.187500 Penalty: 3036.969482
	Iteration 4F: 3 clusters Score -681314.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -681811.812500 Penalty: 3036.969482
	Iteration 5F: 3 clusters Score -681811.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -682216.562500 Penalty: 3036.969482
	Iteration 6F: 3 clusters Score -682216.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -682533.750000 Penalty: 3036.969482
	Iteration 7Q: 3 clusters Score -682533.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -682781.750000 Penalty: 3036.969482
	Iteration 8Q: 3 clusters Score -682781.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -682975.437500 Penalty: 3036.969482
	Iteration 9Q: 3 clusters Score -682975.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -683135.937500 Penalty: 3036.969482
	Iteration 10Q: 3 clusters Score -683135.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -683270.562500 Penalty: 3036.969482
	Iteration 11Q: 3 clusters Score -683270.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -683406.687500 Penalty: 3036.969482
	Iteration 12Q: 3 clusters Score -683406.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -683507.312500 Penalty: 3036.969482
	Iteration 13Q: 3 clusters Score -683507.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -683563.500000 Penalty: 3036.969482
	Iteration 14Q: 3 clusters Score -683563.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -683598.750000 Penalty: 3036.969482
	Iteration 15Q: 3 clusters Score -683598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -683624.062500 Penalty: 3036.969482
	Iteration 16Q: 3 clusters Score -683624.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -683641.250000 Penalty: 3036.969482
	Iteration 17Q: 3 clusters Score -683641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -683645.687500 Penalty: 3036.969482
	Iteration 18Q: 3 clusters Score -683645.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -683649.187500 Penalty: 3036.969482
	Iteration 19Q: 3 clusters Score -683649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -683653.000000 Penalty: 3036.969482
	Iteration 20F: 3 clusters Score -683653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -683658.062500 Penalty: 3036.969482
	Iteration 21Q: 3 clusters Score -683658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -683662.812500 Penalty: 3036.969482
	Iteration 22Q: 3 clusters Score -683662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -683665.062500 Penalty: 3036.969482
	Iteration 23Q: 3 clusters Score -683665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -683664.812500 Penalty: 3036.969482
	Iteration 24Q: 3 clusters Score -683664.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -683666.625000 Penalty: 3036.969482
	Iteration 25Q: 3 clusters Score -683666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -683666.687500 Penalty: 3036.969482
	Iteration 26Q: 3 clusters Score -683666.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -683669.750000 Penalty: 3036.969482
	Iteration 27Q: 3 clusters Score -683669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -683672.500000 Penalty: 3036.969482
	Iteration 28Q: 3 clusters Score -683672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -683674.000000 Penalty: 3036.969482
	Iteration 29Q: 3 clusters Score -683674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -683675.437500 Penalty: 3036.969482
	Iteration 30Q: 3 clusters Score -683675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -683675.000000 Penalty: 3036.969482
	Iteration 31Q: 3 clusters Score -683675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -683675.000000 Penalty: 3036.969482
	Iteration 32F: 3 clusters Score -683675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -160368.593750 Penalty: 1290.518311
	Iteration 0F: 2 clusters Score -160368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -157745.687500 Penalty: 2581.036621
	Iteration 0F: 3 clusters Score -157745.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -158331.046875 Penalty: 2581.036621
	Iteration 1F: 3 clusters Score -158331 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -158470.265625 Penalty: 2581.036621
	Iteration 2F: 3 clusters Score -158470.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -158557.015625 Penalty: 2581.036621
	Iteration 3F: 3 clusters Score -158557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -158625.968750 Penalty: 2581.036621
	Iteration 4Q: 3 clusters Score -158626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -158669.500000 Penalty: 2581.036621
	Iteration 5Q: 3 clusters Score -158669.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -158696.328125 Penalty: 2581.036621
	Iteration 6Q: 3 clusters Score -158696.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -158715.265625 Penalty: 2581.036621
	Iteration 7Q: 3 clusters Score -158715.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -158732.656250 Penalty: 2581.036621
	Iteration 8Q: 3 clusters Score -158732.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -158752.000000 Penalty: 2581.036621
	Iteration 9Q: 3 clusters Score -158752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -158763.750000 Penalty: 2581.036621
	Iteration 10Q: 3 clusters Score -158763.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -158771.656250 Penalty: 2581.036621
	Iteration 11Q: 3 clusters Score -158771.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -158779.375000 Penalty: 2581.036621
	Iteration 12Q: 3 clusters Score -158779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -158785.187500 Penalty: 2581.036621
	Iteration 13Q: 3 clusters Score -158785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -158793.968750 Penalty: 2581.036621
	Iteration 14Q: 3 clusters Score -158794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -158801.015625 Penalty: 2581.036621
	Iteration 15Q: 3 clusters Score -158801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -158806.875000 Penalty: 2581.036621
	Iteration 16Q: 3 clusters Score -158806.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -158815.484375 Penalty: 2581.036621
	Iteration 17Q: 3 clusters Score -158815.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -158822.906250 Penalty: 2581.036621
	Iteration 18Q: 3 clusters Score -158822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158827.218750 Penalty: 2581.036621
	Iteration 19Q: 3 clusters Score -158827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -158830.375000 Penalty: 2581.036621
	Iteration 20F: 3 clusters Score -158830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -158833.640625 Penalty: 2581.036621
	Iteration 21Q: 3 clusters Score -158833.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -158838.765625 Penalty: 2581.036621
	Iteration 22Q: 3 clusters Score -158838.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -158847.140625 Penalty: 2581.036621
	Iteration 23Q: 3 clusters Score -158847.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -158857.875000 Penalty: 2581.036621
	Iteration 24Q: 3 clusters Score -158857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -158867.171875 Penalty: 2581.036621
	Iteration 25Q: 3 clusters Score -158867.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -158881.328125 Penalty: 2581.036621
	Iteration 26Q: 3 clusters Score -158881.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -158899.296875 Penalty: 2581.036621
	Iteration 27Q: 3 clusters Score -158899.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -158917.968750 Penalty: 2581.036621
	Iteration 28Q: 3 clusters Score -158918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -158929.640625 Penalty: 2581.036621
	Iteration 29Q: 3 clusters Score -158929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -158939.468750 Penalty: 2581.036621
	Iteration 30Q: 3 clusters Score -158939.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -158947.765625 Penalty: 2581.036621
	Iteration 31Q: 3 clusters Score -158947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -158956.687500 Penalty: 2581.036621
	Iteration 32Q: 3 clusters Score -158956.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -158969.031250 Penalty: 2581.036621
	Iteration 33Q: 3 clusters Score -158969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158981.343750 Penalty: 2581.036621
	Iteration 34Q: 3 clusters Score -158981.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -158990.031250 Penalty: 2581.036621
	Iteration 35Q: 3 clusters Score -158990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -158996.421875 Penalty: 2581.036621
	Iteration 36Q: 3 clusters Score -158996.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159002.500000 Penalty: 2581.036621
	Iteration 37Q: 3 clusters Score -159002.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -159008.734375 Penalty: 2581.036621
	Iteration 38Q: 3 clusters Score -159008.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -159015.359375 Penalty: 2581.036621
	Iteration 39Q: 3 clusters Score -159015.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -159019.781250 Penalty: 2581.036621
	Iteration 40F: 3 clusters Score -159019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159021.828125 Penalty: 2581.036621
	Iteration 41Q: 3 clusters Score -159021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159022.437500 Penalty: 2581.036621
	Iteration 42Q: 3 clusters Score -159022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -159022.593750 Penalty: 2581.036621
	Iteration 43Q: 3 clusters Score -159022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -159022.593750 Penalty: 2581.036621
	Iteration 44F: 3 clusters Score -159022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -224649.640625 Penalty: 1377.579468
	Iteration 0F: 2 clusters Score -224649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -220845.312500 Penalty: 2755.158936
	Iteration 0F: 3 clusters Score -220845.3 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -221954.703125 Penalty: 2755.158936
	Iteration 1F: 3 clusters Score -221954.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -222243.015625 Penalty: 2755.158936
	Iteration 2F: 3 clusters Score -222243 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -222493.203125 Penalty: 2755.158936
	Iteration 3F: 3 clusters Score -222493.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -222707.531250 Penalty: 2755.158936
	Iteration 4F: 3 clusters Score -222707.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -222886.593750 Penalty: 2755.158936
	Iteration 5F: 3 clusters Score -222886.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -223015.812500 Penalty: 2755.158936
	Iteration 6Q: 3 clusters Score -223015.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -223128.375000 Penalty: 2755.158936
	Iteration 7Q: 3 clusters Score -223128.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -223246.250000 Penalty: 2755.158936
	Iteration 8Q: 3 clusters Score -223246.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -223382.031250 Penalty: 2755.158936
	Iteration 9Q: 3 clusters Score -223382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -223509.828125 Penalty: 2755.158936
	Iteration 10Q: 3 clusters Score -223509.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -223582.718750 Penalty: 2755.158936
	Iteration 11Q: 3 clusters Score -223582.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -223638.171875 Penalty: 2755.158936
	Iteration 12Q: 3 clusters Score -223638.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -223684.156250 Penalty: 2755.158936
	Iteration 13Q: 3 clusters Score -223684.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -223731.046875 Penalty: 2755.158936
	Iteration 14Q: 3 clusters Score -223731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -223787.906250 Penalty: 2755.158936
	Iteration 15Q: 3 clusters Score -223787.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -223833.218750 Penalty: 2755.158936
	Iteration 16Q: 3 clusters Score -223833.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -223866.281250 Penalty: 2755.158936
	Iteration 17Q: 3 clusters Score -223866.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -223887.203125 Penalty: 2755.158936
	Iteration 18Q: 3 clusters Score -223887.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -223903.156250 Penalty: 2755.158936
	Iteration 19Q: 3 clusters Score -223903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -223911.656250 Penalty: 2755.158936
	Iteration 20F: 3 clusters Score -223911.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -223919.140625 Penalty: 2755.158936
	Iteration 21Q: 3 clusters Score -223919.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -223927.375000 Penalty: 2755.158936
	Iteration 22Q: 3 clusters Score -223927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -223935.015625 Penalty: 2755.158936
	Iteration 23Q: 3 clusters Score -223935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -223942.968750 Penalty: 2755.158936
	Iteration 24Q: 3 clusters Score -223943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -223956.343750 Penalty: 2755.158936
	Iteration 25Q: 3 clusters Score -223956.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -223970.640625 Penalty: 2755.158936
	Iteration 26Q: 3 clusters Score -223970.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -223979.718750 Penalty: 2755.158936
	Iteration 27Q: 3 clusters Score -223979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -223987.187500 Penalty: 2755.158936
	Iteration 28Q: 3 clusters Score -223987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -223994.312500 Penalty: 2755.158936
	Iteration 29Q: 3 clusters Score -223994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -224001.375000 Penalty: 2755.158936
	Iteration 30Q: 3 clusters Score -224001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -224011.375000 Penalty: 2755.158936
	Iteration 31Q: 3 clusters Score -224011.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -224018.546875 Penalty: 2755.158936
	Iteration 32Q: 3 clusters Score -224018.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -224021.796875 Penalty: 2755.158936
	Iteration 33Q: 3 clusters Score -224021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -224023.343750 Penalty: 2755.158936
	Iteration 34Q: 3 clusters Score -224023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -224025.171875 Penalty: 2755.158936
	Iteration 35Q: 3 clusters Score -224025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -224025.734375 Penalty: 2755.158936
	Iteration 36Q: 3 clusters Score -224025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -224026.343750 Penalty: 2755.158936
	Iteration 37Q: 3 clusters Score -224026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -224026.437500 Penalty: 2755.158936
	Iteration 38Q: 3 clusters Score -224026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -224027.250000 Penalty: 2755.158936
	Iteration 39Q: 3 clusters Score -224027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -224028.921875 Penalty: 2755.158936
	Iteration 40F: 3 clusters Score -224028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -224030.593750 Penalty: 2755.158936
	Iteration 41Q: 3 clusters Score -224030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -224034.015625 Penalty: 2755.158936
	Iteration 42Q: 3 clusters Score -224034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -224035.171875 Penalty: 2755.158936
	Iteration 43Q: 3 clusters Score -224035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -224036.765625 Penalty: 2755.158936
	Iteration 44Q: 3 clusters Score -224036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -224037.937500 Penalty: 2755.158936
	Iteration 45Q: 3 clusters Score -224037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -224038.171875 Penalty: 2755.158936
	Iteration 46Q: 3 clusters Score -224038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -224038.171875 Penalty: 2755.158936
	Iteration 47F: 3 clusters Score -224038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -19612.175781 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -19612.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18645.523438 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -18645.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18766.273438 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -18766.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18792.929688 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -18792.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -18807.458984 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -18807.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18812.451172 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -18812.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18814.375000 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -18814.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18814.375000 Penalty: 1922.765625
	Iteration 6F: 3 clusters Score -18814.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -355567.250000 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -355567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -350687.875000 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -350687.9 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -352077.250000 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -352077.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -352315.562500 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -352315.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -352516.437500 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -352516.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -352670.593750 Penalty: 2844.229248
	Iteration 4Q: 3 clusters Score -352670.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -352813.750000 Penalty: 2844.229248
	Iteration 5Q: 3 clusters Score -352813.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -352962.625000 Penalty: 2844.229248
	Iteration 6Q: 3 clusters Score -352962.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -353092.718750 Penalty: 2844.229248
	Iteration 7Q: 3 clusters Score -353092.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -353205.656250 Penalty: 2844.229248
	Iteration 8Q: 3 clusters Score -353205.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -353333.562500 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -353333.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -353453.781250 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -353453.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -353583.750000 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -353583.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -353707.718750 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -353707.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -353821.843750 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -353821.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -353924.968750 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -353925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -354017.593750 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -354017.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -354089.906250 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -354089.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -354153.593750 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -354153.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -354206.718750 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -354206.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -354249.781250 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -354249.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -354305.906250 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -354305.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -354356.187500 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -354356.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -354390.781250 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -354390.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -354418.312500 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -354418.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -354445.093750 Penalty: 2844.229248
	Iteration 24Q: 3 clusters Score -354445.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -354464.750000 Penalty: 2844.229248
	Iteration 25Q: 3 clusters Score -354464.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -354484.437500 Penalty: 2844.229248
	Iteration 26Q: 3 clusters Score -354484.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -354501.843750 Penalty: 2844.229248
	Iteration 27Q: 3 clusters Score -354501.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -354520.625000 Penalty: 2844.229248
	Iteration 28Q: 3 clusters Score -354520.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -354532.156250 Penalty: 2844.229248
	Iteration 29Q: 3 clusters Score -354532.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -354545.812500 Penalty: 2844.229248
	Iteration 30Q: 3 clusters Score -354545.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -354557.187500 Penalty: 2844.229248
	Iteration 31Q: 3 clusters Score -354557.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -354564.062500 Penalty: 2844.229248
	Iteration 32Q: 3 clusters Score -354564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -354570.375000 Penalty: 2844.229248
	Iteration 33Q: 3 clusters Score -354570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -354573.625000 Penalty: 2844.229248
	Iteration 34Q: 3 clusters Score -354573.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -354574.562500 Penalty: 2844.229248
	Iteration 35Q: 3 clusters Score -354574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -354575.468750 Penalty: 2844.229248
	Iteration 36Q: 3 clusters Score -354575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -354576.812500 Penalty: 2844.229248
	Iteration 37Q: 3 clusters Score -354576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -354579.406250 Penalty: 2844.229248
	Iteration 38Q: 3 clusters Score -354579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -354579.843750 Penalty: 2844.229248
	Iteration 39Q: 3 clusters Score -354579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -354581.750000 Penalty: 2844.229248
	Iteration 40F: 3 clusters Score -354581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -354583.250000 Penalty: 2844.229248
	Iteration 41Q: 3 clusters Score -354583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -354583.625000 Penalty: 2844.229248
	Iteration 42Q: 3 clusters Score -354583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -354583.812500 Penalty: 2844.229248
	Iteration 43Q: 3 clusters Score -354583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -354584.062500 Penalty: 2844.229248
	Iteration 44Q: 3 clusters Score -354584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -354584.531250 Penalty: 2844.229248
	Iteration 45Q: 3 clusters Score -354584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -354586.906250 Penalty: 2844.229248
	Iteration 46Q: 3 clusters Score -354586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -354590.500000 Penalty: 2844.229248
	Iteration 47Q: 3 clusters Score -354590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -354593.937500 Penalty: 2844.229248
	Iteration 48Q: 3 clusters Score -354593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -354596.218750 Penalty: 2844.229248
	Iteration 49Q: 3 clusters Score -354596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -354597.187500 Penalty: 2844.229248
	Iteration 50Q: 3 clusters Score -354597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -354598.281250 Penalty: 2844.229248
	Iteration 51Q: 3 clusters Score -354598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -354598.750000 Penalty: 2844.229248
	Iteration 52Q: 3 clusters Score -354598.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -354598.781250 Penalty: 2844.229248
	Iteration 53Q: 3 clusters Score -354598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -354598.781250 Penalty: 2844.229248
	Iteration 54F: 3 clusters Score -354598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -763918.375000 Penalty: 1542.826172
	Iteration 0F: 2 clusters Score -763918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -754580.125000 Penalty: 3085.652344
	Iteration 0F: 3 clusters Score -754580.1 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -757708.750000 Penalty: 3085.652344
	Iteration 1F: 3 clusters Score -757708.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -758001.875000 Penalty: 3085.652344
	Iteration 2F: 3 clusters Score -758001.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -758306.437500 Penalty: 3085.652344
	Iteration 3F: 3 clusters Score -758306.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -758672.187500 Penalty: 3085.652344
	Iteration 4F: 3 clusters Score -758672.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -759162.437500 Penalty: 3085.652344
	Iteration 5F: 3 clusters Score -759162.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -759747.812500 Penalty: 3085.652344
	Iteration 6F: 3 clusters Score -759747.8 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -760350.562500 Penalty: 3085.652344
	Iteration 7F: 3 clusters Score -760350.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -760881.875000 Penalty: 3085.652344
	Iteration 8F: 3 clusters Score -760881.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -761283.375000 Penalty: 3085.652344
	Iteration 9F: 3 clusters Score -761283.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -761586.875000 Penalty: 3085.652344
	Iteration 10Q: 3 clusters Score -761586.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -761776.375000 Penalty: 3085.652344
	Iteration 11Q: 3 clusters Score -761776.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -761909.062500 Penalty: 3085.652344
	Iteration 12Q: 3 clusters Score -761909.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -762008.187500 Penalty: 3085.652344
	Iteration 13Q: 3 clusters Score -762008.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -762090.312500 Penalty: 3085.652344
	Iteration 14Q: 3 clusters Score -762090.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -762162.750000 Penalty: 3085.652344
	Iteration 15Q: 3 clusters Score -762162.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -762233.062500 Penalty: 3085.652344
	Iteration 16Q: 3 clusters Score -762233.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -762292.125000 Penalty: 3085.652344
	Iteration 17Q: 3 clusters Score -762292.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -762343.750000 Penalty: 3085.652344
	Iteration 18Q: 3 clusters Score -762343.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -762398.812500 Penalty: 3085.652344
	Iteration 19Q: 3 clusters Score -762398.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -762435.750000 Penalty: 3085.652344
	Iteration 20F: 3 clusters Score -762435.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -762461.812500 Penalty: 3085.652344
	Iteration 21Q: 3 clusters Score -762461.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -762480.250000 Penalty: 3085.652344
	Iteration 22Q: 3 clusters Score -762480.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -762509.187500 Penalty: 3085.652344
	Iteration 23Q: 3 clusters Score -762509.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -762526.562500 Penalty: 3085.652344
	Iteration 24Q: 3 clusters Score -762526.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -762534.062500 Penalty: 3085.652344
	Iteration 25Q: 3 clusters Score -762534.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -762545.687500 Penalty: 3085.652344
	Iteration 26Q: 3 clusters Score -762545.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -762553.062500 Penalty: 3085.652344
	Iteration 27Q: 3 clusters Score -762553.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -762557.750000 Penalty: 3085.652344
	Iteration 28Q: 3 clusters Score -762557.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -762565.937500 Penalty: 3085.652344
	Iteration 29Q: 3 clusters Score -762565.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -762572.250000 Penalty: 3085.652344
	Iteration 30Q: 3 clusters Score -762572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -762579.687500 Penalty: 3085.652344
	Iteration 31Q: 3 clusters Score -762579.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -762583.687500 Penalty: 3085.652344
	Iteration 32Q: 3 clusters Score -762583.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -762588.937500 Penalty: 3085.652344
	Iteration 33Q: 3 clusters Score -762588.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -762587.750000 Penalty: 3085.652344
	Iteration 34Q: 3 clusters Score -762587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -762587.500000 Penalty: 3085.652344
	Iteration 35Q: 3 clusters Score -762587.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -762589.187500 Penalty: 3085.652344
	Iteration 36Q: 3 clusters Score -762589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -762590.312500 Penalty: 3085.652344
	Iteration 37Q: 3 clusters Score -762590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -762591.312500 Penalty: 3085.652344
	Iteration 38Q: 3 clusters Score -762591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -762594.687500 Penalty: 3085.652344
	Iteration 39Q: 3 clusters Score -762594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -762594.375000 Penalty: 3085.652344
	Iteration 40F: 3 clusters Score -762594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -762594.875000 Penalty: 3085.652344
	Iteration 41Q: 3 clusters Score -762594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -762595.187500 Penalty: 3085.652344
	Iteration 42Q: 3 clusters Score -762595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -762595.125000 Penalty: 3085.652344
	Iteration 43Q: 3 clusters Score -762595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -762595.125000 Penalty: 3085.652344
	Iteration 44F: 3 clusters Score -762595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -327799.937500 Penalty: 1402.459839
	Iteration 0F: 2 clusters Score -327799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -323493.343750 Penalty: 2804.919678
	Iteration 0F: 3 clusters Score -323493.3 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -324692.906250 Penalty: 2804.919678
	Iteration 1F: 3 clusters Score -324692.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -324873.437500 Penalty: 2804.919678
	Iteration 2F: 3 clusters Score -324873.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -325007.093750 Penalty: 2804.919678
	Iteration 3F: 3 clusters Score -325007.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -325134.625000 Penalty: 2804.919678
	Iteration 4Q: 3 clusters Score -325134.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -325272.781250 Penalty: 2804.919678
	Iteration 5Q: 3 clusters Score -325272.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -325433.125000 Penalty: 2804.919678
	Iteration 6Q: 3 clusters Score -325433.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -325584.531250 Penalty: 2804.919678
	Iteration 7Q: 3 clusters Score -325584.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -325693.468750 Penalty: 2804.919678
	Iteration 8Q: 3 clusters Score -325693.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -325797.812500 Penalty: 2804.919678
	Iteration 9Q: 3 clusters Score -325797.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -325907.562500 Penalty: 2804.919678
	Iteration 10Q: 3 clusters Score -325907.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -326006.906250 Penalty: 2804.919678
	Iteration 11Q: 3 clusters Score -326006.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -326082.968750 Penalty: 2804.919678
	Iteration 12Q: 3 clusters Score -326083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -326133.156250 Penalty: 2804.919678
	Iteration 13Q: 3 clusters Score -326133.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -326173.531250 Penalty: 2804.919678
	Iteration 14Q: 3 clusters Score -326173.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -326202.156250 Penalty: 2804.919678
	Iteration 15Q: 3 clusters Score -326202.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -326224.687500 Penalty: 2804.919678
	Iteration 16Q: 3 clusters Score -326224.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -326244.250000 Penalty: 2804.919678
	Iteration 17Q: 3 clusters Score -326244.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -326258.718750 Penalty: 2804.919678
	Iteration 18Q: 3 clusters Score -326258.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -326272.312500 Penalty: 2804.919678
	Iteration 19Q: 3 clusters Score -326272.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -326282.250000 Penalty: 2804.919678
	Iteration 20F: 3 clusters Score -326282.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -326293.031250 Penalty: 2804.919678
	Iteration 21Q: 3 clusters Score -326293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -326306.781250 Penalty: 2804.919678
	Iteration 22Q: 3 clusters Score -326306.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -326317.250000 Penalty: 2804.919678
	Iteration 23Q: 3 clusters Score -326317.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -326327.750000 Penalty: 2804.919678
	Iteration 24Q: 3 clusters Score -326327.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -326336.156250 Penalty: 2804.919678
	Iteration 25Q: 3 clusters Score -326336.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -326343.093750 Penalty: 2804.919678
	Iteration 26Q: 3 clusters Score -326343.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -326348.218750 Penalty: 2804.919678
	Iteration 27Q: 3 clusters Score -326348.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -326356.562500 Penalty: 2804.919678
	Iteration 28Q: 3 clusters Score -326356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -326362.500000 Penalty: 2804.919678
	Iteration 29Q: 3 clusters Score -326362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -326366.187500 Penalty: 2804.919678
	Iteration 30Q: 3 clusters Score -326366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -326371.437500 Penalty: 2804.919678
	Iteration 31Q: 3 clusters Score -326371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -326379.656250 Penalty: 2804.919678
	Iteration 32Q: 3 clusters Score -326379.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -326386.406250 Penalty: 2804.919678
	Iteration 33Q: 3 clusters Score -326386.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -326391.187500 Penalty: 2804.919678
	Iteration 34Q: 3 clusters Score -326391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -326399.031250 Penalty: 2804.919678
	Iteration 35Q: 3 clusters Score -326399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -326405.000000 Penalty: 2804.919678
	Iteration 36Q: 3 clusters Score -326405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -326414.156250 Penalty: 2804.919678
	Iteration 37Q: 3 clusters Score -326414.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -326418.718750 Penalty: 2804.919678
	Iteration 38Q: 3 clusters Score -326418.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -326422.375000 Penalty: 2804.919678
	Iteration 39Q: 3 clusters Score -326422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -326426.187500 Penalty: 2804.919678
	Iteration 40F: 3 clusters Score -326426.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -326430.937500 Penalty: 2804.919678
	Iteration 41Q: 3 clusters Score -326430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -326433.843750 Penalty: 2804.919678
	Iteration 42Q: 3 clusters Score -326433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -326436.437500 Penalty: 2804.919678
	Iteration 43Q: 3 clusters Score -326436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -326440.031250 Penalty: 2804.919678
	Iteration 44Q: 3 clusters Score -326440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -326441.062500 Penalty: 2804.919678
	Iteration 45Q: 3 clusters Score -326441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -326444.656250 Penalty: 2804.919678
	Iteration 46Q: 3 clusters Score -326444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -326447.656250 Penalty: 2804.919678
	Iteration 47Q: 3 clusters Score -326447.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -326451.625000 Penalty: 2804.919678
	Iteration 48Q: 3 clusters Score -326451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -326454.000000 Penalty: 2804.919678
	Iteration 49Q: 3 clusters Score -326454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -326457.281250 Penalty: 2804.919678
	Iteration 50Q: 3 clusters Score -326457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -326461.281250 Penalty: 2804.919678
	Iteration 51Q: 3 clusters Score -326461.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -326466.187500 Penalty: 2804.919678
	Iteration 52Q: 3 clusters Score -326466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -326468.812500 Penalty: 2804.919678
	Iteration 53Q: 3 clusters Score -326468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -326470.875000 Penalty: 2804.919678
	Iteration 54Q: 3 clusters Score -326470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -326471.937500 Penalty: 2804.919678
	Iteration 55Q: 3 clusters Score -326471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -326472.281250 Penalty: 2804.919678
	Iteration 56Q: 3 clusters Score -326472.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -326472.625000 Penalty: 2804.919678
	Iteration 57Q: 3 clusters Score -326472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -326473.468750 Penalty: 2804.919678
	Iteration 58Q: 3 clusters Score -326473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -326473.906250 Penalty: 2804.919678
	Iteration 59Q: 3 clusters Score -326473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -326474.406250 Penalty: 2804.919678
	Iteration 60F: 3 clusters Score -326474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -326476.843750 Penalty: 2804.919678
	Iteration 61Q: 3 clusters Score -326476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -326477.312500 Penalty: 2804.919678
	Iteration 62Q: 3 clusters Score -326477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -326477.500000 Penalty: 2804.919678
	Iteration 63Q: 3 clusters Score -326477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -326478.937500 Penalty: 2804.919678
	Iteration 64Q: 3 clusters Score -326478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -326479.718750 Penalty: 2804.919678
	Iteration 65Q: 3 clusters Score -326479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -326480.187500 Penalty: 2804.919678
	Iteration 66Q: 3 clusters Score -326480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -326480.093750 Penalty: 2804.919678
	Iteration 67Q: 3 clusters Score -326480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -326481.375000 Penalty: 2804.919678
	Iteration 68Q: 3 clusters Score -326481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -326481.750000 Penalty: 2804.919678
	Iteration 69Q: 3 clusters Score -326481.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -326481.875000 Penalty: 2804.919678
	Iteration 70Q: 3 clusters Score -326481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -326482.906250 Penalty: 2804.919678
	Iteration 71Q: 3 clusters Score -326482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -326484.625000 Penalty: 2804.919678
	Iteration 72Q: 3 clusters Score -326484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -326488.593750 Penalty: 2804.919678
	Iteration 73Q: 3 clusters Score -326488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -326489.531250 Penalty: 2804.919678
	Iteration 74Q: 3 clusters Score -326489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -326493.781250 Penalty: 2804.919678
	Iteration 75Q: 3 clusters Score -326493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -326496.906250 Penalty: 2804.919678
	Iteration 76Q: 3 clusters Score -326496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -326500.062500 Penalty: 2804.919678
	Iteration 77Q: 3 clusters Score -326500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -326500.937500 Penalty: 2804.919678
	Iteration 78Q: 3 clusters Score -326500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -326502.437500 Penalty: 2804.919678
	Iteration 79Q: 3 clusters Score -326502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -326503.250000 Penalty: 2804.919678
	Iteration 80F: 3 clusters Score -326503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -67917.953125 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -67917.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66303.554688 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -66303.55 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66724.429688 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -66724.43 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66879.976562 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -66879.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -67042.414062 Penalty: 2329.287354
	Iteration 3F: 3 clusters Score -67042.41 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -67251.500000 Penalty: 2329.287354
	Iteration 4F: 3 clusters Score -67251.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -67508.195312 Penalty: 2329.287354
	Iteration 5F: 3 clusters Score -67508.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -67670.210938 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -67670.21 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -67763.929688 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -67763.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -67809.406250 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -67809.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -67839.531250 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -67839.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -67871.453125 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -67871.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -67906.617188 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -67906.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -67930.546875 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -67930.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -67949.414062 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -67949.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -67967.953125 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -67967.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -67975.460938 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -67975.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -67979.820312 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -67979.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -67982.398438 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -67982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -67984.492188 Penalty: 2329.287354
	Iteration 18Q: 3 clusters Score -67984.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -67988.679688 Penalty: 2329.287354
	Iteration 19Q: 3 clusters Score -67988.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -67991.125000 Penalty: 2329.287354
	Iteration 20F: 3 clusters Score -67991.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -67995.617188 Penalty: 2329.287354
	Iteration 21Q: 3 clusters Score -67995.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -68000.390625 Penalty: 2329.287354
	Iteration 22Q: 3 clusters Score -68000.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68000.867188 Penalty: 2329.287354
	Iteration 23Q: 3 clusters Score -68000.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -68000.867188 Penalty: 2329.287354
	Iteration 24F: 3 clusters Score -68000.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 375 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 23343 members 
Mstep: Class 41 contains 921 members 
Entering Unmasked Estep 
Score: -12700971.000000 Penalty: 82366.320312
Splitting cluster 21 changes total score from -12701680.000000 to -12700971.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -594853.187500 Penalty: 1498.136353
	Iteration 0F: 2 clusters Score -594853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -587641.000000 Penalty: 2996.272705
	Iteration 0F: 3 clusters Score -587641 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -590237.312500 Penalty: 2996.272705
	Iteration 1F: 3 clusters Score -590237.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -590719.000000 Penalty: 2996.272705
	Iteration 2F: 3 clusters Score -590719 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -591233.937500 Penalty: 2996.272705
	Iteration 3F: 3 clusters Score -591233.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -591757.062500 Penalty: 2996.272705
	Iteration 4F: 3 clusters Score -591757.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -592310.875000 Penalty: 2996.272705
	Iteration 5F: 3 clusters Score -592310.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -592877.000000 Penalty: 2996.272705
	Iteration 6F: 3 clusters Score -592877 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -593397.250000 Penalty: 2996.272705
	Iteration 7F: 3 clusters Score -593397.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -593679.562500 Penalty: 2996.272705
	Iteration 8Q: 3 clusters Score -593679.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -593844.625000 Penalty: 2996.272705
	Iteration 9Q: 3 clusters Score -593844.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -593916.562500 Penalty: 2996.272705
	Iteration 10Q: 3 clusters Score -593916.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -593971.687500 Penalty: 2996.272705
	Iteration 11Q: 3 clusters Score -593971.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -594000.000000 Penalty: 2996.272705
	Iteration 12Q: 3 clusters Score -594000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -594016.125000 Penalty: 2996.272705
	Iteration 13Q: 3 clusters Score -594016.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -594026.437500 Penalty: 2996.272705
	Iteration 14Q: 3 clusters Score -594026.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -594036.062500 Penalty: 2996.272705
	Iteration 15Q: 3 clusters Score -594036.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -594048.062500 Penalty: 2996.272705
	Iteration 16Q: 3 clusters Score -594048.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -594060.937500 Penalty: 2996.272705
	Iteration 17Q: 3 clusters Score -594060.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -594070.125000 Penalty: 2996.272705
	Iteration 18Q: 3 clusters Score -594070.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -594076.312500 Penalty: 2996.272705
	Iteration 19Q: 3 clusters Score -594076.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -594083.625000 Penalty: 2996.272705
	Iteration 20F: 3 clusters Score -594083.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -594089.437500 Penalty: 2996.272705
	Iteration 21Q: 3 clusters Score -594089.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -594093.625000 Penalty: 2996.272705
	Iteration 22Q: 3 clusters Score -594093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -594095.875000 Penalty: 2996.272705
	Iteration 23Q: 3 clusters Score -594095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -594096.062500 Penalty: 2996.272705
	Iteration 24Q: 3 clusters Score -594096.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -594097.500000 Penalty: 2996.272705
	Iteration 25Q: 3 clusters Score -594097.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -594099.937500 Penalty: 2996.272705
	Iteration 26Q: 3 clusters Score -594099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -594100.625000 Penalty: 2996.272705
	Iteration 27Q: 3 clusters Score -594100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -594100.375000 Penalty: 2996.272705
	Iteration 28Q: 3 clusters Score -594100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -594101.125000 Penalty: 2996.272705
	Iteration 29Q: 3 clusters Score -594101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -594101.125000 Penalty: 2996.272705
	Iteration 30Q: 3 clusters Score -594101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -594102.625000 Penalty: 2996.272705
	Iteration 31Q: 3 clusters Score -594102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -594102.187500 Penalty: 2996.272705
	Iteration 32Q: 3 clusters Score -594102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -594101.312500 Penalty: 2996.272705
	Iteration 33Q: 3 clusters Score -594101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -594101.000000 Penalty: 2996.272705
	Iteration 34Q: 3 clusters Score -594101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -594103.687500 Penalty: 2996.272705
	Iteration 35Q: 3 clusters Score -594103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -594105.375000 Penalty: 2996.272705
	Iteration 36Q: 3 clusters Score -594105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -594105.187500 Penalty: 2996.272705
	Iteration 37Q: 3 clusters Score -594105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -594105.312500 Penalty: 2996.272705
	Iteration 38Q: 3 clusters Score -594105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -594104.937500 Penalty: 2996.272705
	Iteration 39Q: 3 clusters Score -594104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -594106.875000 Penalty: 2996.272705
	Iteration 40F: 3 clusters Score -594106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -594106.000000 Penalty: 2996.272705
	Iteration 41Q: 3 clusters Score -594106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -594106.375000 Penalty: 2996.272705
	Iteration 42Q: 3 clusters Score -594106.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -594107.375000 Penalty: 2996.272705
	Iteration 43Q: 3 clusters Score -594107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -594107.812500 Penalty: 2996.272705
	Iteration 44Q: 3 clusters Score -594107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -594108.062500 Penalty: 2996.272705
	Iteration 45Q: 3 clusters Score -594108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -594108.250000 Penalty: 2996.272705
	Iteration 46Q: 3 clusters Score -594108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -594108.250000 Penalty: 2996.272705
	Iteration 47F: 3 clusters Score -594108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Entering Unmasked Estep 
Score: -1501222.750000 Penalty: 1647.001221
	Iteration 0F: 2 clusters Score -1501223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1484306.750000 Penalty: 3294.002441
	Iteration 0F: 3 clusters Score -1484307 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1490735.000000 Penalty: 3294.002441
	Iteration 1F: 3 clusters Score -1490735 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1491123.375000 Penalty: 3294.002441
	Iteration 2Q: 3 clusters Score -1491123 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1491550.500000 Penalty: 3294.002441
	Iteration 3Q: 3 clusters Score -1491550 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1492057.000000 Penalty: 3294.002441
	Iteration 4Q: 3 clusters Score -1492057 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1492668.750000 Penalty: 3294.002441
	Iteration 5F: 3 clusters Score -1492669 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1493346.750000 Penalty: 3294.002441
	Iteration 6F: 3 clusters Score -1493347 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1493955.375000 Penalty: 3294.002441
	Iteration 7F: 3 clusters Score -1493955 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1494504.750000 Penalty: 3294.002441
	Iteration 8Q: 3 clusters Score -1494505 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1494960.125000 Penalty: 3294.002441
	Iteration 9Q: 3 clusters Score -1494960 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1495306.250000 Penalty: 3294.002441
	Iteration 10Q: 3 clusters Score -1495306 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1495575.000000 Penalty: 3294.002441
	Iteration 11Q: 3 clusters Score -1495575 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1495769.125000 Penalty: 3294.002441
	Iteration 12Q: 3 clusters Score -1495769 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1495929.000000 Penalty: 3294.002441
	Iteration 13Q: 3 clusters Score -1495929 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1496111.250000 Penalty: 3294.002441
	Iteration 14Q: 3 clusters Score -1496111 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1496308.125000 Penalty: 3294.002441
	Iteration 15Q: 3 clusters Score -1496308 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1496510.000000 Penalty: 3294.002441
	Iteration 16Q: 3 clusters Score -1496510 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1496706.375000 Penalty: 3294.002441
	Iteration 17Q: 3 clusters Score -1496706 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1496926.250000 Penalty: 3294.002441
	Iteration 18Q: 3 clusters Score -1496926 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1497136.875000 Penalty: 3294.002441
	Iteration 19Q: 3 clusters Score -1497137 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1497310.000000 Penalty: 3294.002441
	Iteration 20F: 3 clusters Score -1497310 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1497448.125000 Penalty: 3294.002441
	Iteration 21Q: 3 clusters Score -1497448 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1497560.250000 Penalty: 3294.002441
	Iteration 22Q: 3 clusters Score -1497560 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1497677.500000 Penalty: 3294.002441
	Iteration 23Q: 3 clusters Score -1497678 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1497777.000000 Penalty: 3294.002441
	Iteration 24Q: 3 clusters Score -1497777 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -1497890.625000 Penalty: 3294.002441
	Iteration 25Q: 3 clusters Score -1497891 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1498001.125000 Penalty: 3294.002441
	Iteration 26Q: 3 clusters Score -1498001 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1498133.250000 Penalty: 3294.002441
	Iteration 27Q: 3 clusters Score -1498133 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1498277.000000 Penalty: 3294.002441
	Iteration 28Q: 3 clusters Score -1498277 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1498437.250000 Penalty: 3294.002441
	Iteration 29Q: 3 clusters Score -1498437 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -1498579.625000 Penalty: 3294.002441
	Iteration 30Q: 3 clusters Score -1498580 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -1498704.625000 Penalty: 3294.002441
	Iteration 31Q: 3 clusters Score -1498705 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1498817.375000 Penalty: 3294.002441
	Iteration 32Q: 3 clusters Score -1498817 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -1498916.500000 Penalty: 3294.002441
	Iteration 33Q: 3 clusters Score -1498916 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -1499028.000000 Penalty: 3294.002441
	Iteration 34Q: 3 clusters Score -1499028 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1499145.250000 Penalty: 3294.002441
	Iteration 35Q: 3 clusters Score -1499145 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -1499233.375000 Penalty: 3294.002441
	Iteration 36Q: 3 clusters Score -1499233 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -1499321.125000 Penalty: 3294.002441
	Iteration 37Q: 3 clusters Score -1499321 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -1499391.250000 Penalty: 3294.002441
	Iteration 38Q: 3 clusters Score -1499391 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1499452.375000 Penalty: 3294.002441
	Iteration 39Q: 3 clusters Score -1499452 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1499521.750000 Penalty: 3294.002441
	Iteration 40F: 3 clusters Score -1499522 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -1499571.375000 Penalty: 3294.002441
	Iteration 41Q: 3 clusters Score -1499571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -1499614.000000 Penalty: 3294.002441
	Iteration 42Q: 3 clusters Score -1499614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -1499646.750000 Penalty: 3294.002441
	Iteration 43Q: 3 clusters Score -1499647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -1499666.375000 Penalty: 3294.002441
	Iteration 44Q: 3 clusters Score -1499666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -1499694.625000 Penalty: 3294.002441
	Iteration 45Q: 3 clusters Score -1499695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -1499719.875000 Penalty: 3294.002441
	Iteration 46Q: 3 clusters Score -1499720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -1499735.750000 Penalty: 3294.002441
	Iteration 47Q: 3 clusters Score -1499736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -1499758.500000 Penalty: 3294.002441
	Iteration 48Q: 3 clusters Score -1499758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -1499772.125000 Penalty: 3294.002441
	Iteration 49Q: 3 clusters Score -1499772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -1499789.000000 Penalty: 3294.002441
	Iteration 50Q: 3 clusters Score -1499789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -1499798.250000 Penalty: 3294.002441
	Iteration 51Q: 3 clusters Score -1499798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1499803.875000 Penalty: 3294.002441
	Iteration 52Q: 3 clusters Score -1499804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -1499808.000000 Penalty: 3294.002441
	Iteration 53Q: 3 clusters Score -1499808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -1499812.625000 Penalty: 3294.002441
	Iteration 54Q: 3 clusters Score -1499813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1499817.500000 Penalty: 3294.002441
	Iteration 55Q: 3 clusters Score -1499818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -1499821.000000 Penalty: 3294.002441
	Iteration 56Q: 3 clusters Score -1499821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -1499823.375000 Penalty: 3294.002441
	Iteration 57Q: 3 clusters Score -1499823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -1499825.125000 Penalty: 3294.002441
	Iteration 58Q: 3 clusters Score -1499825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -1499826.750000 Penalty: 3294.002441
	Iteration 59Q: 3 clusters Score -1499827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -1499828.000000 Penalty: 3294.002441
	Iteration 60F: 3 clusters Score -1499828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -1499832.125000 Penalty: 3294.002441
	Iteration 61Q: 3 clusters Score -1499832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -1499832.500000 Penalty: 3294.002441
	Iteration 62Q: 3 clusters Score -1499832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -1499835.000000 Penalty: 3294.002441
	Iteration 63Q: 3 clusters Score -1499835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1499836.000000 Penalty: 3294.002441
	Iteration 64Q: 3 clusters Score -1499836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1499837.125000 Penalty: 3294.002441
	Iteration 65Q: 3 clusters Score -1499837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1499837.250000 Penalty: 3294.002441
	Iteration 66Q: 3 clusters Score -1499837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -1499838.750000 Penalty: 3294.002441
	Iteration 67Q: 3 clusters Score -1499839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -1499837.625000 Penalty: 3294.002441
	Iteration 68Q: 3 clusters Score -1499838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -1499840.125000 Penalty: 3294.002441
	Iteration 69Q: 3 clusters Score -1499840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -1499840.125000 Penalty: 3294.002441
	Iteration 70F: 3 clusters Score -1499840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -134878.015625 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -134878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -132612.343750 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -132612.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -133132.281250 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -133132.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133291.015625 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -133291 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -133410.125000 Penalty: 2521.874512
	Iteration 3F: 3 clusters Score -133410.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -133544.156250 Penalty: 2521.874512
	Iteration 4Q: 3 clusters Score -133544.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -133687.718750 Penalty: 2521.874512
	Iteration 5F: 3 clusters Score -133687.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -133825.281250 Penalty: 2521.874512
	Iteration 6F: 3 clusters Score -133825.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -133951.312500 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -133951.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -134055.859375 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -134055.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -134148.937500 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -134148.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -134207.531250 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -134207.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -134263.437500 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -134263.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -134306.781250 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -134306.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -134338.421875 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -134338.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -134359.750000 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -134359.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -134379.015625 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -134379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -134389.515625 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -134389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -134394.843750 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -134394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -134395.828125 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -134395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -134398.984375 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -134399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -134402.203125 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -134402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134404.281250 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -134404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134406.734375 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -134406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -134408.843750 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -134408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -134411.609375 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -134411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -134414.015625 Penalty: 2521.874512
	Iteration 25Q: 3 clusters Score -134414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -134415.437500 Penalty: 2521.874512
	Iteration 26Q: 3 clusters Score -134415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -134419.031250 Penalty: 2521.874512
	Iteration 27Q: 3 clusters Score -134419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -134423.031250 Penalty: 2521.874512
	Iteration 28Q: 3 clusters Score -134423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -134427.015625 Penalty: 2521.874512
	Iteration 29Q: 3 clusters Score -134427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -134433.109375 Penalty: 2521.874512
	Iteration 30Q: 3 clusters Score -134433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -134439.531250 Penalty: 2521.874512
	Iteration 31Q: 3 clusters Score -134439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -134444.437500 Penalty: 2521.874512
	Iteration 32Q: 3 clusters Score -134444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -134446.625000 Penalty: 2521.874512
	Iteration 33Q: 3 clusters Score -134446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -134448.484375 Penalty: 2521.874512
	Iteration 34Q: 3 clusters Score -134448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -134450.687500 Penalty: 2521.874512
	Iteration 35Q: 3 clusters Score -134450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -134451.468750 Penalty: 2521.874512
	Iteration 36Q: 3 clusters Score -134451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -134453.328125 Penalty: 2521.874512
	Iteration 37Q: 3 clusters Score -134453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -134454.187500 Penalty: 2521.874512
	Iteration 38Q: 3 clusters Score -134454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -134454.187500 Penalty: 2521.874512
	Iteration 39F: 3 clusters Score -134454.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -72241.445312 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -72241.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70649.023438 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -70649.02 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70957.140625 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -70957.14 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71051.343750 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -71051.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71098.796875 Penalty: 2318.321289
	Iteration 3Q: 3 clusters Score -71098.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71140.812500 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -71140.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -71182.320312 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -71182.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71230.523438 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -71230.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71270.835938 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -71270.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71297.992188 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -71297.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71322.445312 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -71322.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71336.156250 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -71336.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71344.984375 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -71344.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71352.726562 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -71352.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71360.234375 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -71360.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71367.101562 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -71367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71377.664062 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -71377.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71384.312500 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -71384.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71386.187500 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -71386.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71386.187500 Penalty: 2318.321289
	Iteration 18F: 3 clusters Score -71386.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Entering Unmasked Estep 
Score: -651532.625000 Penalty: 1515.212158
	Iteration 0F: 2 clusters Score -651532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -643601.312500 Penalty: 3030.424316
	Iteration 0F: 3 clusters Score -643601.3 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -646322.562500 Penalty: 3030.424316
	Iteration 1F: 3 clusters Score -646322.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -646646.562500 Penalty: 3030.424316
	Iteration 2F: 3 clusters Score -646646.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -646924.500000 Penalty: 3030.424316
	Iteration 3F: 3 clusters Score -646924.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -647213.812500 Penalty: 3030.424316
	Iteration 4Q: 3 clusters Score -647213.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -647522.437500 Penalty: 3030.424316
	Iteration 5F: 3 clusters Score -647522.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -647807.750000 Penalty: 3030.424316
	Iteration 6F: 3 clusters Score -647807.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -648098.125000 Penalty: 3030.424316
	Iteration 7Q: 3 clusters Score -648098.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -648372.687500 Penalty: 3030.424316
	Iteration 8Q: 3 clusters Score -648372.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -648619.250000 Penalty: 3030.424316
	Iteration 9Q: 3 clusters Score -648619.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -648884.375000 Penalty: 3030.424316
	Iteration 10Q: 3 clusters Score -648884.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -649153.312500 Penalty: 3030.424316
	Iteration 11Q: 3 clusters Score -649153.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -649432.125000 Penalty: 3030.424316
	Iteration 12Q: 3 clusters Score -649432.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -649708.187500 Penalty: 3030.424316
	Iteration 13Q: 3 clusters Score -649708.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -649922.500000 Penalty: 3030.424316
	Iteration 14Q: 3 clusters Score -649922.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -650074.312500 Penalty: 3030.424316
	Iteration 15Q: 3 clusters Score -650074.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -650184.375000 Penalty: 3030.424316
	Iteration 16Q: 3 clusters Score -650184.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -650259.500000 Penalty: 3030.424316
	Iteration 17Q: 3 clusters Score -650259.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -650311.500000 Penalty: 3030.424316
	Iteration 18Q: 3 clusters Score -650311.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -650348.062500 Penalty: 3030.424316
	Iteration 19Q: 3 clusters Score -650348.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -650377.562500 Penalty: 3030.424316
	Iteration 20F: 3 clusters Score -650377.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -650402.437500 Penalty: 3030.424316
	Iteration 21Q: 3 clusters Score -650402.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -650418.250000 Penalty: 3030.424316
	Iteration 22Q: 3 clusters Score -650418.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -650426.000000 Penalty: 3030.424316
	Iteration 23Q: 3 clusters Score -650426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -650433.062500 Penalty: 3030.424316
	Iteration 24Q: 3 clusters Score -650433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -650436.562500 Penalty: 3030.424316
	Iteration 25Q: 3 clusters Score -650436.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -650437.312500 Penalty: 3030.424316
	Iteration 26Q: 3 clusters Score -650437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -650439.000000 Penalty: 3030.424316
	Iteration 27Q: 3 clusters Score -650439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -650440.000000 Penalty: 3030.424316
	Iteration 28Q: 3 clusters Score -650440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -650440.500000 Penalty: 3030.424316
	Iteration 29Q: 3 clusters Score -650440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -650442.312500 Penalty: 3030.424316
	Iteration 30Q: 3 clusters Score -650442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -650440.750000 Penalty: 3030.424316
	Iteration 31Q: 3 clusters Score -650440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -650442.125000 Penalty: 3030.424316
	Iteration 32Q: 3 clusters Score -650442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -650443.875000 Penalty: 3030.424316
	Iteration 33Q: 3 clusters Score -650443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -650443.875000 Penalty: 3030.424316
	Iteration 34F: 3 clusters Score -650443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -543669.062500 Penalty: 1483.765381
	Iteration 0F: 2 clusters Score -543669.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -537023.562500 Penalty: 2967.530762
	Iteration 0F: 3 clusters Score -537023.6 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -539223.250000 Penalty: 2967.530762
	Iteration 1F: 3 clusters Score -539223.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -539567.187500 Penalty: 2967.530762
	Iteration 2F: 3 clusters Score -539567.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -539865.500000 Penalty: 2967.530762
	Iteration 3F: 3 clusters Score -539865.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -540161.937500 Penalty: 2967.530762
	Iteration 4Q: 3 clusters Score -540161.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -540468.312500 Penalty: 2967.530762
	Iteration 5F: 3 clusters Score -540468.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -540733.312500 Penalty: 2967.530762
	Iteration 6Q: 3 clusters Score -540733.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -540968.812500 Penalty: 2967.530762
	Iteration 7Q: 3 clusters Score -540968.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -541197.500000 Penalty: 2967.530762
	Iteration 8Q: 3 clusters Score -541197.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -541425.125000 Penalty: 2967.530762
	Iteration 9Q: 3 clusters Score -541425.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -541638.437500 Penalty: 2967.530762
	Iteration 10Q: 3 clusters Score -541638.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -541805.625000 Penalty: 2967.530762
	Iteration 11Q: 3 clusters Score -541805.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -541945.687500 Penalty: 2967.530762
	Iteration 12Q: 3 clusters Score -541945.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -542048.750000 Penalty: 2967.530762
	Iteration 13Q: 3 clusters Score -542048.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -542123.812500 Penalty: 2967.530762
	Iteration 14Q: 3 clusters Score -542123.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -542199.437500 Penalty: 2967.530762
	Iteration 15Q: 3 clusters Score -542199.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -542258.125000 Penalty: 2967.530762
	Iteration 16Q: 3 clusters Score -542258.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -542326.062500 Penalty: 2967.530762
	Iteration 17Q: 3 clusters Score -542326.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -542391.250000 Penalty: 2967.530762
	Iteration 18Q: 3 clusters Score -542391.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -542464.500000 Penalty: 2967.530762
	Iteration 19Q: 3 clusters Score -542464.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -542518.187500 Penalty: 2967.530762
	Iteration 20F: 3 clusters Score -542518.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -542555.000000 Penalty: 2967.530762
	Iteration 21Q: 3 clusters Score -542555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -542577.687500 Penalty: 2967.530762
	Iteration 22Q: 3 clusters Score -542577.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -542592.875000 Penalty: 2967.530762
	Iteration 23Q: 3 clusters Score -542592.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -542602.937500 Penalty: 2967.530762
	Iteration 24Q: 3 clusters Score -542602.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -542610.062500 Penalty: 2967.530762
	Iteration 25Q: 3 clusters Score -542610.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -542616.812500 Penalty: 2967.530762
	Iteration 26Q: 3 clusters Score -542616.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -542623.375000 Penalty: 2967.530762
	Iteration 27Q: 3 clusters Score -542623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -542629.750000 Penalty: 2967.530762
	Iteration 28Q: 3 clusters Score -542629.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -542633.375000 Penalty: 2967.530762
	Iteration 29Q: 3 clusters Score -542633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -542638.000000 Penalty: 2967.530762
	Iteration 30Q: 3 clusters Score -542638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -542639.937500 Penalty: 2967.530762
	Iteration 31Q: 3 clusters Score -542639.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -542643.375000 Penalty: 2967.530762
	Iteration 32Q: 3 clusters Score -542643.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -542644.937500 Penalty: 2967.530762
	Iteration 33Q: 3 clusters Score -542644.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -542649.812500 Penalty: 2967.530762
	Iteration 34Q: 3 clusters Score -542649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -542650.000000 Penalty: 2967.530762
	Iteration 35Q: 3 clusters Score -542650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -542652.187500 Penalty: 2967.530762
	Iteration 36Q: 3 clusters Score -542652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -542653.500000 Penalty: 2967.530762
	Iteration 37Q: 3 clusters Score -542653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -542653.625000 Penalty: 2967.530762
	Iteration 38Q: 3 clusters Score -542653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -542652.750000 Penalty: 2967.530762
	Iteration 39Q: 3 clusters Score -542652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -542653.250000 Penalty: 2967.530762
	Iteration 40F: 3 clusters Score -542653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -542653.437500 Penalty: 2967.530762
	Iteration 41Q: 3 clusters Score -542653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -542653.875000 Penalty: 2967.530762
	Iteration 42Q: 3 clusters Score -542653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -542653.875000 Penalty: 2967.530762
	Iteration 43F: 3 clusters Score -542653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -64489.199219 Penalty: 1144.513550
	Iteration 0F: 2 clusters Score -64489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -62958.203125 Penalty: 2289.027100
	Iteration 0F: 3 clusters Score -62958.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -63226.171875 Penalty: 2289.027100
	Iteration 1F: 3 clusters Score -63226.17 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63313.351562 Penalty: 2289.027100
	Iteration 2F: 3 clusters Score -63313.35 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63351.593750 Penalty: 2289.027100
	Iteration 3Q: 3 clusters Score -63351.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -63379.003906 Penalty: 2289.027100
	Iteration 4Q: 3 clusters Score -63379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -63390.839844 Penalty: 2289.027100
	Iteration 5Q: 3 clusters Score -63390.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63405.734375 Penalty: 2289.027100
	Iteration 6Q: 3 clusters Score -63405.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -63411.097656 Penalty: 2289.027100
	Iteration 7Q: 3 clusters Score -63411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -63413.843750 Penalty: 2289.027100
	Iteration 8Q: 3 clusters Score -63413.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -63415.851562 Penalty: 2289.027100
	Iteration 9Q: 3 clusters Score -63415.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63417.140625 Penalty: 2289.027100
	Iteration 10Q: 3 clusters Score -63417.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63418.242188 Penalty: 2289.027100
	Iteration 11Q: 3 clusters Score -63418.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -63420.531250 Penalty: 2289.027100
	Iteration 12Q: 3 clusters Score -63420.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -63421.976562 Penalty: 2289.027100
	Iteration 13Q: 3 clusters Score -63421.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -63422.984375 Penalty: 2289.027100
	Iteration 14Q: 3 clusters Score -63422.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -63426.996094 Penalty: 2289.027100
	Iteration 15Q: 3 clusters Score -63427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63430.929688 Penalty: 2289.027100
	Iteration 16Q: 3 clusters Score -63430.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -63439.761719 Penalty: 2289.027100
	Iteration 17Q: 3 clusters Score -63439.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -63446.910156 Penalty: 2289.027100
	Iteration 18Q: 3 clusters Score -63446.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63452.054688 Penalty: 2289.027100
	Iteration 19Q: 3 clusters Score -63452.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -63455.019531 Penalty: 2289.027100
	Iteration 20F: 3 clusters Score -63455.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -63457.261719 Penalty: 2289.027100
	Iteration 21Q: 3 clusters Score -63457.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -63459.406250 Penalty: 2289.027100
	Iteration 22Q: 3 clusters Score -63459.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -63461.105469 Penalty: 2289.027100
	Iteration 23Q: 3 clusters Score -63461.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -63462.167969 Penalty: 2289.027100
	Iteration 24Q: 3 clusters Score -63462.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -63462.699219 Penalty: 2289.027100
	Iteration 25Q: 3 clusters Score -63462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -63464.496094 Penalty: 2289.027100
	Iteration 26Q: 3 clusters Score -63464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -63464.695312 Penalty: 2289.027100
	Iteration 27Q: 3 clusters Score -63464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -63464.695312 Penalty: 2289.027100
	Iteration 28F: 3 clusters Score -63464.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -195548.390625 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -195548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -192512.484375 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -192512.5 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -193394.312500 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -193394.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -193580.921875 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -193580.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -193699.734375 Penalty: 2658.968018
	Iteration 3F: 3 clusters Score -193699.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -193779.875000 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -193779.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -193866.859375 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -193866.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -193939.156250 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -193939.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -194013.296875 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -194013.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -194090.375000 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -194090.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194175.546875 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -194175.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -194271.437500 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -194271.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -194347.156250 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -194347.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -194413.281250 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -194413.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194455.984375 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -194456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -194494.015625 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -194494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -194525.812500 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -194525.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -194557.734375 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -194557.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -194581.328125 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -194581.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -194597.937500 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -194597.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -194610.234375 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -194610.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -194621.250000 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -194621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -194627.843750 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -194627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -194633.234375 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -194633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -194635.531250 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -194635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -194637.656250 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -194637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -194641.312500 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -194641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -194646.968750 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -194647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -194652.390625 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -194652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -194656.453125 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -194656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -194658.015625 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -194658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -194658.843750 Penalty: 2658.968018
	Iteration 30Q: 3 clusters Score -194658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -194658.843750 Penalty: 2658.968018
	Iteration 31F: 3 clusters Score -194658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -162790.703125 Penalty: 1293.666016
	Iteration 0F: 2 clusters Score -162790.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -160165.515625 Penalty: 2587.332031
	Iteration 0F: 3 clusters Score -160165.5 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -160989.156250 Penalty: 2587.332031
	Iteration 1F: 3 clusters Score -160989.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -161387.546875 Penalty: 2587.332031
	Iteration 2F: 3 clusters Score -161387.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -161685.734375 Penalty: 2587.332031
	Iteration 3F: 3 clusters Score -161685.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -161891.406250 Penalty: 2587.332031
	Iteration 4F: 3 clusters Score -161891.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -162020.609375 Penalty: 2587.332031
	Iteration 5F: 3 clusters Score -162020.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -162126.265625 Penalty: 2587.332031
	Iteration 6Q: 3 clusters Score -162126.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -162192.421875 Penalty: 2587.332031
	Iteration 7Q: 3 clusters Score -162192.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -162262.546875 Penalty: 2587.332031
	Iteration 8Q: 3 clusters Score -162262.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -162328.656250 Penalty: 2587.332031
	Iteration 9Q: 3 clusters Score -162328.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -162406.312500 Penalty: 2587.332031
	Iteration 10Q: 3 clusters Score -162406.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -162486.578125 Penalty: 2587.332031
	Iteration 11Q: 3 clusters Score -162486.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -162561.781250 Penalty: 2587.332031
	Iteration 12Q: 3 clusters Score -162561.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -162644.765625 Penalty: 2587.332031
	Iteration 13Q: 3 clusters Score -162644.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -162739.671875 Penalty: 2587.332031
	Iteration 14Q: 3 clusters Score -162739.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -162816.515625 Penalty: 2587.332031
	Iteration 15Q: 3 clusters Score -162816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -162839.593750 Penalty: 2587.332031
	Iteration 16Q: 3 clusters Score -162839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -162847.171875 Penalty: 2587.332031
	Iteration 17Q: 3 clusters Score -162847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -162850.156250 Penalty: 2587.332031
	Iteration 18Q: 3 clusters Score -162850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -162854.546875 Penalty: 2587.332031
	Iteration 19Q: 3 clusters Score -162854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -162854.859375 Penalty: 2587.332031
	Iteration 20F: 3 clusters Score -162854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 747 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 23343 members 
Mstep: Class 41 contains 2120 members 
Entering Unmasked Estep 
Score: -12701083.000000 Penalty: 82366.320312
Splitting cluster 30 changes total score from -12701680.000000 to -12701083.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -112176.070312 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -112176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110069.023438 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -110069 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -110471.015625 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -110471 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -110575.375000 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -110575.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -110635.851562 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -110635.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -110686.867188 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -110686.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -110722.929688 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -110722.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -110758.945312 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -110758.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -110799.015625 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -110799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -110829.031250 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -110829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -110858.250000 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -110858.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -110890.195312 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -110890.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -110918.523438 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -110918.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -110953.390625 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -110953.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -110987.656250 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -110987.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -111016.976562 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -111017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -111045.117188 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -111045.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -111072.203125 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -111072.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -111099.179688 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -111099.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -111119.109375 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -111119.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -111138.414062 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -111138.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -111165.421875 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -111165.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -111200.812500 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -111200.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -111219.664062 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -111219.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -111233.671875 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -111233.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -111249.179688 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -111249.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -111261.218750 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -111261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -111272.187500 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -111272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -111283.039062 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -111283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -111294.273438 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -111294.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -111300.953125 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -111301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -111305.585938 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -111305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -111310.890625 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -111310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -111314.906250 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -111314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -111318.367188 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -111318.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -111321.585938 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -111321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -111325.578125 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -111325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -111326.453125 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -111326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -111326.890625 Penalty: 2477.683594
	Iteration 37Q: 3 clusters Score -111326.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -111327.046875 Penalty: 2477.683594
	Iteration 38Q: 3 clusters Score -111327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -111327.046875 Penalty: 2477.683594
	Iteration 39F: 3 clusters Score -111327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -27197.808594 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -27197.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26101.091797 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -26101.09 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26305.080078 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -26305.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26381.824219 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -26381.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26426.894531 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -26426.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26470.375000 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -26470.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26493.072266 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -26493.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26504.474609 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -26504.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26506.083984 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -26506.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26506.083984 Penalty: 2053.078613
	Iteration 8F: 3 clusters Score -26506.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -78123.687500 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -78123.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -76478.343750 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -76478.34 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76811.476562 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -76811.48 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -76892.031250 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -76892.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -76949.625000 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -76949.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -76987.359375 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -76987.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77013.593750 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -77013.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77037.210938 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -77037.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77059.359375 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -77059.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77082.859375 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -77082.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -77104.070312 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -77104.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77125.320312 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -77125.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77142.789062 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -77142.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77155.226562 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -77155.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77167.812500 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -77167.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77178.890625 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -77178.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77191.960938 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -77191.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77202.953125 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -77202.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77213.218750 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -77213.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77218.656250 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -77218.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77224.296875 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -77224.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77229.843750 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -77229.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77233.906250 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -77233.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77237.437500 Penalty: 2335.004395
	Iteration 22Q: 3 clusters Score -77237.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77239.601562 Penalty: 2335.004395
	Iteration 23Q: 3 clusters Score -77239.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77240.109375 Penalty: 2335.004395
	Iteration 24Q: 3 clusters Score -77240.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77240.109375 Penalty: 2335.004395
	Iteration 25F: 3 clusters Score -77240.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -123104.468750 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -123104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -120993.578125 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -120993.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -121537.218750 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -121537.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -121698.812500 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -121698.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -121789.734375 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -121789.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -121844.617188 Penalty: 2487.231689
	Iteration 4Q: 3 clusters Score -121844.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -121885.687500 Penalty: 2487.231689
	Iteration 5Q: 3 clusters Score -121885.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121929.734375 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -121929.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -121963.820312 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -121963.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121997.617188 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -121997.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122028.710938 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -122028.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122042.039062 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -122042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122059.867188 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -122059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -122067.281250 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -122067.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122077.296875 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -122077.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122086.906250 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -122086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122091.710938 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -122091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -122096.320312 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -122096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122101.875000 Penalty: 2487.231689
	Iteration 17Q: 3 clusters Score -122101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122105.960938 Penalty: 2487.231689
	Iteration 18Q: 3 clusters Score -122106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122107.140625 Penalty: 2487.231689
	Iteration 19Q: 3 clusters Score -122107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -122107.710938 Penalty: 2487.231689
	Iteration 20F: 3 clusters Score -122107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122108.109375 Penalty: 2487.231689
	Iteration 21Q: 3 clusters Score -122108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -122108.585938 Penalty: 2487.231689
	Iteration 22Q: 3 clusters Score -122108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122108.687500 Penalty: 2487.231689
	Iteration 23Q: 3 clusters Score -122108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -122109.242188 Penalty: 2487.231689
	Iteration 24Q: 3 clusters Score -122109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122109.539062 Penalty: 2487.231689
	Iteration 25Q: 3 clusters Score -122109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122110.828125 Penalty: 2487.231689
	Iteration 26Q: 3 clusters Score -122110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122111.484375 Penalty: 2487.231689
	Iteration 27Q: 3 clusters Score -122111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122111.773438 Penalty: 2487.231689
	Iteration 28Q: 3 clusters Score -122111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122112.375000 Penalty: 2487.231689
	Iteration 29Q: 3 clusters Score -122112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -122112.968750 Penalty: 2487.231689
	Iteration 30Q: 3 clusters Score -122113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122113.945312 Penalty: 2487.231689
	Iteration 31Q: 3 clusters Score -122113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122114.882812 Penalty: 2487.231689
	Iteration 32Q: 3 clusters Score -122114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -122117.101562 Penalty: 2487.231689
	Iteration 33Q: 3 clusters Score -122117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122119.953125 Penalty: 2487.231689
	Iteration 34Q: 3 clusters Score -122120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122122.382812 Penalty: 2487.231689
	Iteration 35Q: 3 clusters Score -122122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122123.093750 Penalty: 2487.231689
	Iteration 36Q: 3 clusters Score -122123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122123.921875 Penalty: 2487.231689
	Iteration 37Q: 3 clusters Score -122123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -122124.765625 Penalty: 2487.231689
	Iteration 38Q: 3 clusters Score -122124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122126.890625 Penalty: 2487.231689
	Iteration 39Q: 3 clusters Score -122126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122129.203125 Penalty: 2487.231689
	Iteration 40F: 3 clusters Score -122129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122132.187500 Penalty: 2487.231689
	Iteration 41Q: 3 clusters Score -122132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122139.289062 Penalty: 2487.231689
	Iteration 42Q: 3 clusters Score -122139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122144.851562 Penalty: 2487.231689
	Iteration 43Q: 3 clusters Score -122144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122146.539062 Penalty: 2487.231689
	Iteration 44Q: 3 clusters Score -122146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122148.742188 Penalty: 2487.231689
	Iteration 45Q: 3 clusters Score -122148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122148.984375 Penalty: 2487.231689
	Iteration 46Q: 3 clusters Score -122149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122148.984375 Penalty: 2487.231689
	Iteration 47F: 3 clusters Score -122149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -198505.328125 Penalty: 1318.626465
	Iteration 0F: 2 clusters Score -198505.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -195574.500000 Penalty: 2637.252930
	Iteration 0F: 3 clusters Score -195574.5 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -196319.890625 Penalty: 2637.252930
	Iteration 1F: 3 clusters Score -196319.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -196516.375000 Penalty: 2637.252930
	Iteration 2F: 3 clusters Score -196516.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -196704.265625 Penalty: 2637.252930
	Iteration 3F: 3 clusters Score -196704.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -196890.921875 Penalty: 2637.252930
	Iteration 4F: 3 clusters Score -196890.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -197097.546875 Penalty: 2637.252930
	Iteration 5F: 3 clusters Score -197097.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -197252.234375 Penalty: 2637.252930
	Iteration 6F: 3 clusters Score -197252.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -197378.968750 Penalty: 2637.252930
	Iteration 7Q: 3 clusters Score -197379 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -197498.921875 Penalty: 2637.252930
	Iteration 8Q: 3 clusters Score -197498.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -197578.218750 Penalty: 2637.252930
	Iteration 9Q: 3 clusters Score -197578.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -197631.046875 Penalty: 2637.252930
	Iteration 10Q: 3 clusters Score -197631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -197664.437500 Penalty: 2637.252930
	Iteration 11Q: 3 clusters Score -197664.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -197690.765625 Penalty: 2637.252930
	Iteration 12Q: 3 clusters Score -197690.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -197710.140625 Penalty: 2637.252930
	Iteration 13Q: 3 clusters Score -197710.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -197727.218750 Penalty: 2637.252930
	Iteration 14Q: 3 clusters Score -197727.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -197743.265625 Penalty: 2637.252930
	Iteration 15Q: 3 clusters Score -197743.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -197762.046875 Penalty: 2637.252930
	Iteration 16Q: 3 clusters Score -197762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -197787.234375 Penalty: 2637.252930
	Iteration 17Q: 3 clusters Score -197787.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -197802.281250 Penalty: 2637.252930
	Iteration 18Q: 3 clusters Score -197802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -197820.468750 Penalty: 2637.252930
	Iteration 19Q: 3 clusters Score -197820.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -197832.093750 Penalty: 2637.252930
	Iteration 20F: 3 clusters Score -197832.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -197838.796875 Penalty: 2637.252930
	Iteration 21Q: 3 clusters Score -197838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -197842.828125 Penalty: 2637.252930
	Iteration 22Q: 3 clusters Score -197842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -197845.359375 Penalty: 2637.252930
	Iteration 23Q: 3 clusters Score -197845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -197845.906250 Penalty: 2637.252930
	Iteration 24Q: 3 clusters Score -197845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -197845.906250 Penalty: 2637.252930
	Iteration 25F: 3 clusters Score -197845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -35563.882812 Penalty: 1101.182373
	Iteration 0F: 2 clusters Score -35563.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -34317.074219 Penalty: 2202.364746
	Iteration 0F: 3 clusters Score -34317.07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -34758.925781 Penalty: 2202.364746
	Iteration 1F: 3 clusters Score -34758.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -34952.082031 Penalty: 2202.364746
	Iteration 2F: 3 clusters Score -34952.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -35105.429688 Penalty: 2202.364746
	Iteration 3F: 3 clusters Score -35105.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35265.218750 Penalty: 2202.364746
	Iteration 4F: 3 clusters Score -35265.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -35447.621094 Penalty: 2202.364746
	Iteration 5F: 3 clusters Score -35447.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -35579.238281 Penalty: 2202.364746
	Iteration 6F: 3 clusters Score -35579.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -35645.382812 Penalty: 2202.364746
	Iteration 7Q: 3 clusters Score -35645.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35678.070312 Penalty: 2202.364746
	Iteration 8Q: 3 clusters Score -35678.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35683.683594 Penalty: 2202.364746
	Iteration 9Q: 3 clusters Score -35683.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35689.437500 Penalty: 2202.364746
	Iteration 10Q: 3 clusters Score -35689.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35690.460938 Penalty: 2202.364746
	Iteration 11Q: 3 clusters Score -35690.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35691.718750 Penalty: 2202.364746
	Iteration 12Q: 3 clusters Score -35691.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35691.718750 Penalty: 2202.364746
	Iteration 13F: 3 clusters Score -35691.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 354 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 23343 members 
Mstep: Class 41 contains 523 members 
Entering Unmasked Estep 
Score: -12700959.000000 Penalty: 82366.320312
Splitting cluster 36 changes total score from -12701680.000000 to -12700959.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -57573.496094 Penalty: 1128.570801
	Iteration 0F: 2 clusters Score -57573.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -56099.722656 Penalty: 2257.141602
	Iteration 0F: 3 clusters Score -56099.72 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -56432.339844 Penalty: 2257.141602
	Iteration 1F: 3 clusters Score -56432.34 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -56572.375000 Penalty: 2257.141602
	Iteration 2F: 3 clusters Score -56572.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -56663.355469 Penalty: 2257.141602
	Iteration 3F: 3 clusters Score -56663.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -56736.054688 Penalty: 2257.141602
	Iteration 4Q: 3 clusters Score -56736.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -56794.074219 Penalty: 2257.141602
	Iteration 5Q: 3 clusters Score -56794.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -56863.113281 Penalty: 2257.141602
	Iteration 6Q: 3 clusters Score -56863.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -56948.152344 Penalty: 2257.141602
	Iteration 7Q: 3 clusters Score -56948.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57025.113281 Penalty: 2257.141602
	Iteration 8Q: 3 clusters Score -57025.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -57097.781250 Penalty: 2257.141602
	Iteration 9Q: 3 clusters Score -57097.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -57141.203125 Penalty: 2257.141602
	Iteration 10Q: 3 clusters Score -57141.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -57170.078125 Penalty: 2257.141602
	Iteration 11Q: 3 clusters Score -57170.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57194.843750 Penalty: 2257.141602
	Iteration 12Q: 3 clusters Score -57194.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -57234.054688 Penalty: 2257.141602
	Iteration 13Q: 3 clusters Score -57234.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -57260.058594 Penalty: 2257.141602
	Iteration 14Q: 3 clusters Score -57260.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -57288.335938 Penalty: 2257.141602
	Iteration 15Q: 3 clusters Score -57288.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -57318.898438 Penalty: 2257.141602
	Iteration 16Q: 3 clusters Score -57318.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -57360.238281 Penalty: 2257.141602
	Iteration 17Q: 3 clusters Score -57360.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -57411.937500 Penalty: 2257.141602
	Iteration 18Q: 3 clusters Score -57411.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57457.597656 Penalty: 2257.141602
	Iteration 19Q: 3 clusters Score -57457.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57532.882812 Penalty: 2257.141602
	Iteration 20F: 3 clusters Score -57532.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -57614.062500 Penalty: 2257.141602
	Iteration 21Q: 3 clusters Score -57614.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -57756.566406 Penalty: 2257.141602
	Iteration 22Q: 3 clusters Score -57756.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57785.453125 Penalty: 2257.141602
	Iteration 23Q: 3 clusters Score -57785.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57794.863281 Penalty: 2257.141602
	Iteration 24Q: 3 clusters Score -57794.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -57794.863281 Penalty: 2257.141602
	Iteration 25F: 3 clusters Score -57794.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 560 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 3006 members 
Mstep: Class 40 contains 23343 members 
Mstep: Class 41 contains 478 members 
Entering Unmasked Estep 
Score: -12701077.000000 Penalty: 82366.320312
Splitting cluster 37 changes total score from -12701680.000000 to -12701077.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -361029.687500 Penalty: 1417.233887
	Iteration 0F: 2 clusters Score -361029.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -356320.000000 Penalty: 2834.467773
	Iteration 0F: 3 clusters Score -356320 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -357836.031250 Penalty: 2834.467773
	Iteration 1F: 3 clusters Score -357836 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -358158.968750 Penalty: 2834.467773
	Iteration 2F: 3 clusters Score -358159 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -358423.468750 Penalty: 2834.467773
	Iteration 3F: 3 clusters Score -358423.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -358616.187500 Penalty: 2834.467773
	Iteration 4F: 3 clusters Score -358616.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -358766.812500 Penalty: 2834.467773
	Iteration 5Q: 3 clusters Score -358766.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -358881.062500 Penalty: 2834.467773
	Iteration 6Q: 3 clusters Score -358881.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -358959.468750 Penalty: 2834.467773
	Iteration 7Q: 3 clusters Score -358959.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -359025.218750 Penalty: 2834.467773
	Iteration 8Q: 3 clusters Score -359025.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -359075.562500 Penalty: 2834.467773
	Iteration 9Q: 3 clusters Score -359075.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -359116.500000 Penalty: 2834.467773
	Iteration 10Q: 3 clusters Score -359116.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -359145.812500 Penalty: 2834.467773
	Iteration 11Q: 3 clusters Score -359145.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -359161.312500 Penalty: 2834.467773
	Iteration 12Q: 3 clusters Score -359161.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -359175.406250 Penalty: 2834.467773
	Iteration 13Q: 3 clusters Score -359175.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -359186.875000 Penalty: 2834.467773
	Iteration 14Q: 3 clusters Score -359186.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -359202.281250 Penalty: 2834.467773
	Iteration 15Q: 3 clusters Score -359202.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -359218.812500 Penalty: 2834.467773
	Iteration 16Q: 3 clusters Score -359218.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -359229.406250 Penalty: 2834.467773
	Iteration 17Q: 3 clusters Score -359229.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -359238.812500 Penalty: 2834.467773
	Iteration 18Q: 3 clusters Score -359238.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -359246.062500 Penalty: 2834.467773
	Iteration 19Q: 3 clusters Score -359246.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -359256.468750 Penalty: 2834.467773
	Iteration 20F: 3 clusters Score -359256.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -359263.062500 Penalty: 2834.467773
	Iteration 21Q: 3 clusters Score -359263.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -359270.937500 Penalty: 2834.467773
	Iteration 22Q: 3 clusters Score -359270.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -359279.343750 Penalty: 2834.467773
	Iteration 23Q: 3 clusters Score -359279.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -359287.093750 Penalty: 2834.467773
	Iteration 24Q: 3 clusters Score -359287.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -359294.500000 Penalty: 2834.467773
	Iteration 25Q: 3 clusters Score -359294.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -359306.093750 Penalty: 2834.467773
	Iteration 26Q: 3 clusters Score -359306.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -359316.375000 Penalty: 2834.467773
	Iteration 27Q: 3 clusters Score -359316.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -359323.875000 Penalty: 2834.467773
	Iteration 28Q: 3 clusters Score -359323.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -359336.750000 Penalty: 2834.467773
	Iteration 29Q: 3 clusters Score -359336.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -359345.593750 Penalty: 2834.467773
	Iteration 30Q: 3 clusters Score -359345.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -359353.093750 Penalty: 2834.467773
	Iteration 31Q: 3 clusters Score -359353.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -359362.000000 Penalty: 2834.467773
	Iteration 32Q: 3 clusters Score -359362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -359374.125000 Penalty: 2834.467773
	Iteration 33Q: 3 clusters Score -359374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -359381.562500 Penalty: 2834.467773
	Iteration 34Q: 3 clusters Score -359381.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -359390.625000 Penalty: 2834.467773
	Iteration 35Q: 3 clusters Score -359390.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -359398.031250 Penalty: 2834.467773
	Iteration 36Q: 3 clusters Score -359398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -359404.593750 Penalty: 2834.467773
	Iteration 37Q: 3 clusters Score -359404.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -359409.250000 Penalty: 2834.467773
	Iteration 38Q: 3 clusters Score -359409.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -359413.687500 Penalty: 2834.467773
	Iteration 39Q: 3 clusters Score -359413.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -359416.218750 Penalty: 2834.467773
	Iteration 40F: 3 clusters Score -359416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -359418.156250 Penalty: 2834.467773
	Iteration 41Q: 3 clusters Score -359418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -359420.968750 Penalty: 2834.467773
	Iteration 42Q: 3 clusters Score -359421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -359421.937500 Penalty: 2834.467773
	Iteration 43Q: 3 clusters Score -359421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -359423.437500 Penalty: 2834.467773
	Iteration 44Q: 3 clusters Score -359423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -359423.781250 Penalty: 2834.467773
	Iteration 45Q: 3 clusters Score -359423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -359424.062500 Penalty: 2834.467773
	Iteration 46Q: 3 clusters Score -359424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -359424.062500 Penalty: 2834.467773
	Iteration 47F: 3 clusters Score -359424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1954 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 12506 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 25220 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11208 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 554 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2107 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702110.000000 Penalty: 80357.382812
Iteration 159Q: 41 clusters Score -1.270211e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 2214 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 12503 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4887 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 10043 members 
Mstep: Class 23 contains 25210 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11213 members 
Mstep: Class 27 contains 9235 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2869 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 560 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 2886 members 
Mstep: Class 40 contains 23257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702373.000000 Penalty: 80357.382812
Iteration 160F: 41 clusters Score -1.270237e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 11078 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 5033 members 
Mstep: Class 13 contains 12491 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4880 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 5569 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9973 members 
Mstep: Class 23 contains 25206 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11200 members 
Mstep: Class 27 contains 9235 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2112 members 
Mstep: Class 35 contains 3345 members 
Mstep: Class 36 contains 875 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6129 members 
Mstep: Class 39 contains 2895 members 
Mstep: Class 40 contains 23320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702488.000000 Penalty: 80357.382812
Iteration 161Q: 41 clusters Score -1.270249e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1967 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 13 contains 12479 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4878 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5560 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 25197 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11194 members 
Mstep: Class 27 contains 9238 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2866 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 562 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2119 members 
Mstep: Class 35 contains 3346 members 
Mstep: Class 36 contains 877 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6130 members 
Mstep: Class 39 contains 2899 members 
Mstep: Class 40 contains 23338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702537.000000 Penalty: 80357.382812
Iteration 162Q: 41 clusters Score -1.270254e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 5027 members 
Mstep: Class 13 contains 12465 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5558 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9842 members 
Mstep: Class 23 contains 25190 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 564 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2122 members 
Mstep: Class 35 contains 3348 members 
Mstep: Class 36 contains 878 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6126 members 
Mstep: Class 39 contains 2900 members 
Mstep: Class 40 contains 23344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702565.000000 Penalty: 80357.382812
Iteration 163Q: 41 clusters Score -1.270256e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11089 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 12447 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4880 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5557 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9795 members 
Mstep: Class 23 contains 25189 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2121 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 879 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6126 members 
Mstep: Class 39 contains 2901 members 
Mstep: Class 40 contains 23346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702618.000000 Penalty: 80357.382812
Iteration 164Q: 41 clusters Score -1.270262e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11092 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 5023 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9759 members 
Mstep: Class 23 contains 25185 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2867 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2123 members 
Mstep: Class 35 contains 3351 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6129 members 
Mstep: Class 39 contains 2906 members 
Mstep: Class 40 contains 23348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702588.000000 Penalty: 80357.382812
Iteration 165Q: 41 clusters Score -1.270259e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11094 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 5021 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 25180 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9244 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2865 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2125 members 
Mstep: Class 35 contains 3352 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6131 members 
Mstep: Class 39 contains 2907 members 
Mstep: Class 40 contains 23350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702617.000000 Penalty: 80357.382812
Iteration 166Q: 41 clusters Score -1.270262e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9733 members 
Mstep: Class 23 contains 25173 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9246 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2864 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2125 members 
Mstep: Class 35 contains 3352 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6134 members 
Mstep: Class 39 contains 2909 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702674.000000 Penalty: 80357.382812
Iteration 167Q: 41 clusters Score -1.270267e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 25175 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9246 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2861 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2125 members 
Mstep: Class 35 contains 3353 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6138 members 
Mstep: Class 39 contains 2912 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702682.000000 Penalty: 80357.382812
Iteration 168Q: 41 clusters Score -1.270268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 25174 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9246 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2858 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2126 members 
Mstep: Class 35 contains 3354 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6141 members 
Mstep: Class 39 contains 2914 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702679.000000 Penalty: 80357.382812
Iteration 169Q: 41 clusters Score -1.270268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12338 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9721 members 
Mstep: Class 23 contains 25173 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9248 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2856 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2127 members 
Mstep: Class 35 contains 3355 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6144 members 
Mstep: Class 39 contains 2916 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702681.000000 Penalty: 80357.382812
Iteration 170Q: 41 clusters Score -1.270268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 25169 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9248 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2855 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2128 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6150 members 
Mstep: Class 39 contains 2917 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702681.000000 Penalty: 80357.382812
Iteration 171Q: 41 clusters Score -1.270268e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3036 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12324 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9722 members 
Mstep: Class 23 contains 25171 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9248 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6153 members 
Mstep: Class 39 contains 2922 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702700.000000 Penalty: 80357.382812
Iteration 172Q: 41 clusters Score -1.27027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3039 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11095 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12318 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9725 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9245 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2854 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2130 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6159 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702671.000000 Penalty: 80357.382812
Iteration 173Q: 41 clusters Score -1.270267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11095 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12309 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9728 members 
Mstep: Class 23 contains 25167 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2132 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6164 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702693.000000 Penalty: 80357.382812
Iteration 174Q: 41 clusters Score -1.270269e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14004 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9731 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2134 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1038 members 
Mstep: Class 38 contains 6168 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702700.000000 Penalty: 80357.382812
Iteration 175Q: 41 clusters Score -1.27027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14003 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 453 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12299 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9725 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2136 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1037 members 
Mstep: Class 38 contains 6171 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702703.000000 Penalty: 80357.382812
Iteration 176Q: 41 clusters Score -1.27027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9722 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2139 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 6173 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702692.000000 Penalty: 80357.382812
Iteration 177Q: 41 clusters Score -1.270269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14002 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5994 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9714 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2853 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2141 members 
Mstep: Class 35 contains 3356 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 6175 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702701.000000 Penalty: 80357.382812
Iteration 178Q: 41 clusters Score -1.27027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14001 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5993 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9710 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2852 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2146 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 6176 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702720.000000 Penalty: 80357.382812
Iteration 179Q: 41 clusters Score -1.270272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14001 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11097 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12304 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9706 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9244 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2147 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1042 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702707.000000 Penalty: 80357.382812
Iteration 180F: 41 clusters Score -1.270271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11098 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5989 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12303 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9704 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2850 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2147 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6181 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702701.000000 Penalty: 80357.382812
Iteration 181Q: 41 clusters Score -1.27027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9705 members 
Mstep: Class 23 contains 25162 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2849 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2147 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6181 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702694.000000 Penalty: 80357.382812
Iteration 182Q: 41 clusters Score -1.270269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12301 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9704 members 
Mstep: Class 23 contains 25161 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2148 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702687.000000 Penalty: 80357.382812
Iteration 183Q: 41 clusters Score -1.270269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13999 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9702 members 
Mstep: Class 23 contains 25162 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2148 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6186 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702680.000000 Penalty: 80357.382812
Iteration 184Q: 41 clusters Score -1.270268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9701 members 
Mstep: Class 23 contains 25162 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702685.000000 Penalty: 80357.382812
Iteration 185Q: 41 clusters Score -1.270268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12300 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9701 members 
Mstep: Class 23 contains 25162 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 2923 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702695.000000 Penalty: 80357.382812
Iteration 186Q: 41 clusters Score -1.27027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12297 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9702 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2848 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702695.000000 Penalty: 80357.382812
Iteration 187Q: 41 clusters Score -1.27027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11100 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5989 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12294 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9706 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9242 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702712.000000 Penalty: 80357.382812
Iteration 188Q: 41 clusters Score -1.270271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9243 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2847 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 2924 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702709.000000 Penalty: 80357.382812
Iteration 189Q: 41 clusters Score -1.270271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9715 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9246 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2846 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 2925 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702707.000000 Penalty: 80357.382812
Iteration 190Q: 41 clusters Score -1.270271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9723 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9249 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2844 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 2926 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702733.000000 Penalty: 80357.382812
Iteration 191Q: 41 clusters Score -1.270273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13999 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3054 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9727 members 
Mstep: Class 23 contains 25164 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2844 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6183 members 
Mstep: Class 39 contains 2928 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702727.000000 Penalty: 80357.382812
Iteration 192Q: 41 clusters Score -1.270273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5982 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9732 members 
Mstep: Class 23 contains 25165 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2844 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6185 members 
Mstep: Class 39 contains 2929 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702712.000000 Penalty: 80357.382812
Iteration 193Q: 41 clusters Score -1.270271e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9738 members 
Mstep: Class 23 contains 25163 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9251 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2842 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6185 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702731.000000 Penalty: 80357.382812
Iteration 194Q: 41 clusters Score -1.270273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11104 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 25158 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2843 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2149 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6186 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702740.000000 Penalty: 80357.382812
Iteration 195Q: 41 clusters Score -1.270274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11104 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9749 members 
Mstep: Class 23 contains 25155 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2843 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6186 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702750.000000 Penalty: 80357.382812
Iteration 196Q: 41 clusters Score -1.270275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9754 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6186 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702754.000000 Penalty: 80357.382812
Iteration 197Q: 41 clusters Score -1.270275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12249 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 25151 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9248 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2838 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6187 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702769.000000 Penalty: 80357.382812
Iteration 198Q: 41 clusters Score -1.270277e+07 nChanged 18
Entering ConstructFrom: 
Score: -12702769.000000 Penalty: 80357.382812
Entering ConstructFrom: 
Trying to split cluster 1 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -148526.171875 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -148526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -146164.562500 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -146164.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -146706.062500 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -146706.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -146827.703125 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -146827.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -146910.343750 Penalty: 2532.513428
	Iteration 3F: 3 clusters Score -146910.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -146958.125000 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -146958.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -146992.984375 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -146993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -147018.296875 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -147018.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -147039.234375 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -147039.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -147059.000000 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -147059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -147073.562500 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -147073.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -147080.828125 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -147080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -147089.968750 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -147090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -147102.968750 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -147103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -147110.031250 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -147110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -147116.859375 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -147116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -147118.968750 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -147119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -147120.875000 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -147120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147121.421875 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -147121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -147121.734375 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -147121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -147122.234375 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -147122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -147122.984375 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -147123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -147123.500000 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -147123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -147123.671875 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -147123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -147123.671875 Penalty: 2532.513428
	Iteration 23F: 3 clusters Score -147123.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -36094.585938 Penalty: 1117.392944
	Iteration 0F: 2 clusters Score -36094.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -34711.750000 Penalty: 2234.785889
	Iteration 0F: 3 clusters Score -34711.75 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -35113.597656 Penalty: 2234.785889
	Iteration 1F: 3 clusters Score -35113.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35296.890625 Penalty: 2234.785889
	Iteration 2F: 3 clusters Score -35296.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35399.925781 Penalty: 2234.785889
	Iteration 3F: 3 clusters Score -35399.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -35492.972656 Penalty: 2234.785889
	Iteration 4F: 3 clusters Score -35492.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -35562.308594 Penalty: 2234.785889
	Iteration 5Q: 3 clusters Score -35562.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -35607.902344 Penalty: 2234.785889
	Iteration 6Q: 3 clusters Score -35607.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -35637.351562 Penalty: 2234.785889
	Iteration 7Q: 3 clusters Score -35637.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -35663.984375 Penalty: 2234.785889
	Iteration 8Q: 3 clusters Score -35663.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -35678.484375 Penalty: 2234.785889
	Iteration 9Q: 3 clusters Score -35678.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -35688.496094 Penalty: 2234.785889
	Iteration 10Q: 3 clusters Score -35688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -35697.847656 Penalty: 2234.785889
	Iteration 11Q: 3 clusters Score -35697.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -35705.753906 Penalty: 2234.785889
	Iteration 12Q: 3 clusters Score -35705.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -35715.039062 Penalty: 2234.785889
	Iteration 13Q: 3 clusters Score -35715.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -35742.003906 Penalty: 2234.785889
	Iteration 14Q: 3 clusters Score -35742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35788.679688 Penalty: 2234.785889
	Iteration 15Q: 3 clusters Score -35788.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -35812.218750 Penalty: 2234.785889
	Iteration 16Q: 3 clusters Score -35812.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -35836.625000 Penalty: 2234.785889
	Iteration 17Q: 3 clusters Score -35836.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -35848.210938 Penalty: 2234.785889
	Iteration 18Q: 3 clusters Score -35848.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35855.203125 Penalty: 2234.785889
	Iteration 19Q: 3 clusters Score -35855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -35860.582031 Penalty: 2234.785889
	Iteration 20F: 3 clusters Score -35860.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35878.632812 Penalty: 2234.785889
	Iteration 21Q: 3 clusters Score -35878.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35894.578125 Penalty: 2234.785889
	Iteration 22Q: 3 clusters Score -35894.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35897.492188 Penalty: 2234.785889
	Iteration 23Q: 3 clusters Score -35897.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35899.097656 Penalty: 2234.785889
	Iteration 24Q: 3 clusters Score -35899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35901.667969 Penalty: 2234.785889
	Iteration 25Q: 3 clusters Score -35901.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35903.984375 Penalty: 2234.785889
	Iteration 26Q: 3 clusters Score -35903.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35910.316406 Penalty: 2234.785889
	Iteration 27Q: 3 clusters Score -35910.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35921.625000 Penalty: 2234.785889
	Iteration 28Q: 3 clusters Score -35921.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35925.890625 Penalty: 2234.785889
	Iteration 29Q: 3 clusters Score -35925.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35932.031250 Penalty: 2234.785889
	Iteration 30Q: 3 clusters Score -35932.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35932.031250 Penalty: 2234.785889
	Iteration 31F: 3 clusters Score -35932.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -140945.218750 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -140945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -138539.625000 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -138539.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -139059.609375 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -139059.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -139164.375000 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -139164.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -139235.109375 Penalty: 2541.642822
	Iteration 3Q: 3 clusters Score -139235.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -139283.671875 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -139283.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -139325.375000 Penalty: 2541.642822
	Iteration 5Q: 3 clusters Score -139325.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -139363.656250 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -139363.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -139389.531250 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -139389.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -139413.078125 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -139413.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -139431.281250 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -139431.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -139446.046875 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -139446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -139457.890625 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -139457.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -139468.125000 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -139468.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -139481.140625 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -139481.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139495.484375 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -139495.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139508.953125 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -139509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139522.328125 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -139522.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -139533.250000 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -139533.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -139542.328125 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -139542.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -139549.500000 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -139549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -139557.343750 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -139557.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -139565.281250 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -139565.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -139575.062500 Penalty: 2541.642822
	Iteration 22Q: 3 clusters Score -139575.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -139584.453125 Penalty: 2541.642822
	Iteration 23Q: 3 clusters Score -139584.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -139591.203125 Penalty: 2541.642822
	Iteration 24Q: 3 clusters Score -139591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -139600.765625 Penalty: 2541.642822
	Iteration 25Q: 3 clusters Score -139600.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -139613.750000 Penalty: 2541.642822
	Iteration 26Q: 3 clusters Score -139613.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -139631.437500 Penalty: 2541.642822
	Iteration 27Q: 3 clusters Score -139631.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -139651.109375 Penalty: 2541.642822
	Iteration 28Q: 3 clusters Score -139651.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139667.062500 Penalty: 2541.642822
	Iteration 29Q: 3 clusters Score -139667.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -139677.953125 Penalty: 2541.642822
	Iteration 30Q: 3 clusters Score -139678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -139687.421875 Penalty: 2541.642822
	Iteration 31Q: 3 clusters Score -139687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -139697.921875 Penalty: 2541.642822
	Iteration 32Q: 3 clusters Score -139697.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -139706.843750 Penalty: 2541.642822
	Iteration 33Q: 3 clusters Score -139706.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -139717.328125 Penalty: 2541.642822
	Iteration 34Q: 3 clusters Score -139717.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139729.187500 Penalty: 2541.642822
	Iteration 35Q: 3 clusters Score -139729.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139744.125000 Penalty: 2541.642822
	Iteration 36Q: 3 clusters Score -139744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139756.984375 Penalty: 2541.642822
	Iteration 37Q: 3 clusters Score -139757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139764.843750 Penalty: 2541.642822
	Iteration 38Q: 3 clusters Score -139764.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -139776.281250 Penalty: 2541.642822
	Iteration 39Q: 3 clusters Score -139776.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139783.734375 Penalty: 2541.642822
	Iteration 40F: 3 clusters Score -139783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139787.265625 Penalty: 2541.642822
	Iteration 41Q: 3 clusters Score -139787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139790.562500 Penalty: 2541.642822
	Iteration 42Q: 3 clusters Score -139790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -139795.000000 Penalty: 2541.642822
	Iteration 43Q: 3 clusters Score -139795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -139798.562500 Penalty: 2541.642822
	Iteration 44Q: 3 clusters Score -139798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -139801.953125 Penalty: 2541.642822
	Iteration 45Q: 3 clusters Score -139802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -139805.453125 Penalty: 2541.642822
	Iteration 46Q: 3 clusters Score -139805.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139814.500000 Penalty: 2541.642822
	Iteration 47Q: 3 clusters Score -139814.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -139824.781250 Penalty: 2541.642822
	Iteration 48Q: 3 clusters Score -139824.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -139835.531250 Penalty: 2541.642822
	Iteration 49Q: 3 clusters Score -139835.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -139846.734375 Penalty: 2541.642822
	Iteration 50Q: 3 clusters Score -139846.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -139852.765625 Penalty: 2541.642822
	Iteration 51Q: 3 clusters Score -139852.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -139858.187500 Penalty: 2541.642822
	Iteration 52Q: 3 clusters Score -139858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139862.031250 Penalty: 2541.642822
	Iteration 53Q: 3 clusters Score -139862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -139864.453125 Penalty: 2541.642822
	Iteration 54Q: 3 clusters Score -139864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -139866.578125 Penalty: 2541.642822
	Iteration 55Q: 3 clusters Score -139866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -139867.359375 Penalty: 2541.642822
	Iteration 56Q: 3 clusters Score -139867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139868.328125 Penalty: 2541.642822
	Iteration 57Q: 3 clusters Score -139868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139871.328125 Penalty: 2541.642822
	Iteration 58Q: 3 clusters Score -139871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -139874.750000 Penalty: 2541.642822
	Iteration 59Q: 3 clusters Score -139874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -139878.687500 Penalty: 2541.642822
	Iteration 60F: 3 clusters Score -139878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -139880.218750 Penalty: 2541.642822
	Iteration 61Q: 3 clusters Score -139880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -139882.234375 Penalty: 2541.642822
	Iteration 62Q: 3 clusters Score -139882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -139884.593750 Penalty: 2541.642822
	Iteration 63Q: 3 clusters Score -139884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -139887.640625 Penalty: 2541.642822
	Iteration 64Q: 3 clusters Score -139887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -139889.546875 Penalty: 2541.642822
	Iteration 65Q: 3 clusters Score -139889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139890.703125 Penalty: 2541.642822
	Iteration 66Q: 3 clusters Score -139890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -139890.703125 Penalty: 2541.642822
	Iteration 67F: 3 clusters Score -139890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -830919.750000 Penalty: 1551.333862
	Iteration 0F: 2 clusters Score -830919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -821244.875000 Penalty: 3102.667725
	Iteration 0F: 3 clusters Score -821244.9 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -825280.187500 Penalty: 3102.667725
	Iteration 1F: 3 clusters Score -825280.2 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -826254.312500 Penalty: 3102.667725
	Iteration 2F: 3 clusters Score -826254.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -827358.437500 Penalty: 3102.667725
	Iteration 3F: 3 clusters Score -827358.4 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -828296.625000 Penalty: 3102.667725
	Iteration 4F: 3 clusters Score -828296.6 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -828906.750000 Penalty: 3102.667725
	Iteration 5F: 3 clusters Score -828906.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -829282.562500 Penalty: 3102.667725
	Iteration 6Q: 3 clusters Score -829282.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -829517.125000 Penalty: 3102.667725
	Iteration 7Q: 3 clusters Score -829517.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -829666.250000 Penalty: 3102.667725
	Iteration 8Q: 3 clusters Score -829666.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -829794.062500 Penalty: 3102.667725
	Iteration 9Q: 3 clusters Score -829794.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -829925.062500 Penalty: 3102.667725
	Iteration 10Q: 3 clusters Score -829925.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -830059.125000 Penalty: 3102.667725
	Iteration 11Q: 3 clusters Score -830059.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -830163.375000 Penalty: 3102.667725
	Iteration 12Q: 3 clusters Score -830163.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -830249.687500 Penalty: 3102.667725
	Iteration 13Q: 3 clusters Score -830249.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -830314.875000 Penalty: 3102.667725
	Iteration 14Q: 3 clusters Score -830314.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -830349.937500 Penalty: 3102.667725
	Iteration 15Q: 3 clusters Score -830349.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -830366.687500 Penalty: 3102.667725
	Iteration 16Q: 3 clusters Score -830366.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -830374.437500 Penalty: 3102.667725
	Iteration 17Q: 3 clusters Score -830374.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -830381.312500 Penalty: 3102.667725
	Iteration 18Q: 3 clusters Score -830381.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -830387.250000 Penalty: 3102.667725
	Iteration 19Q: 3 clusters Score -830387.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -830389.625000 Penalty: 3102.667725
	Iteration 20F: 3 clusters Score -830389.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -830394.625000 Penalty: 3102.667725
	Iteration 21Q: 3 clusters Score -830394.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -830395.750000 Penalty: 3102.667725
	Iteration 22Q: 3 clusters Score -830395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -830397.312500 Penalty: 3102.667725
	Iteration 23Q: 3 clusters Score -830397.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -830400.875000 Penalty: 3102.667725
	Iteration 24Q: 3 clusters Score -830400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -830402.062500 Penalty: 3102.667725
	Iteration 25Q: 3 clusters Score -830402.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -830403.000000 Penalty: 3102.667725
	Iteration 26Q: 3 clusters Score -830403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -830405.125000 Penalty: 3102.667725
	Iteration 27Q: 3 clusters Score -830405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -830409.000000 Penalty: 3102.667725
	Iteration 28Q: 3 clusters Score -830409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -830411.250000 Penalty: 3102.667725
	Iteration 29Q: 3 clusters Score -830411.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -830409.875000 Penalty: 3102.667725
	Iteration 30Q: 3 clusters Score -830409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -830412.687500 Penalty: 3102.667725
	Iteration 31Q: 3 clusters Score -830412.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -830414.375000 Penalty: 3102.667725
	Iteration 32Q: 3 clusters Score -830414.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -830416.062500 Penalty: 3102.667725
	Iteration 33Q: 3 clusters Score -830416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -830418.375000 Penalty: 3102.667725
	Iteration 34Q: 3 clusters Score -830418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -830418.062500 Penalty: 3102.667725
	Iteration 35Q: 3 clusters Score -830418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -830420.937500 Penalty: 3102.667725
	Iteration 36Q: 3 clusters Score -830420.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -830421.062500 Penalty: 3102.667725
	Iteration 37Q: 3 clusters Score -830421.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -830423.875000 Penalty: 3102.667725
	Iteration 38Q: 3 clusters Score -830423.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -830428.750000 Penalty: 3102.667725
	Iteration 39Q: 3 clusters Score -830428.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -830431.437500 Penalty: 3102.667725
	Iteration 40F: 3 clusters Score -830431.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -830436.375000 Penalty: 3102.667725
	Iteration 41Q: 3 clusters Score -830436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -830436.000000 Penalty: 3102.667725
	Iteration 42Q: 3 clusters Score -830436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -830436.812500 Penalty: 3102.667725
	Iteration 43Q: 3 clusters Score -830436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -830443.375000 Penalty: 3102.667725
	Iteration 44Q: 3 clusters Score -830443.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -830442.000000 Penalty: 3102.667725
	Iteration 45Q: 3 clusters Score -830442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -830446.875000 Penalty: 3102.667725
	Iteration 46Q: 3 clusters Score -830446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -830448.437500 Penalty: 3102.667725
	Iteration 47Q: 3 clusters Score -830448.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -830449.687500 Penalty: 3102.667725
	Iteration 48Q: 3 clusters Score -830449.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -830451.687500 Penalty: 3102.667725
	Iteration 49Q: 3 clusters Score -830451.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -830457.375000 Penalty: 3102.667725
	Iteration 50Q: 3 clusters Score -830457.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -830461.250000 Penalty: 3102.667725
	Iteration 51Q: 3 clusters Score -830461.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -830470.250000 Penalty: 3102.667725
	Iteration 52Q: 3 clusters Score -830470.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -830477.625000 Penalty: 3102.667725
	Iteration 53Q: 3 clusters Score -830477.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -830485.562500 Penalty: 3102.667725
	Iteration 54Q: 3 clusters Score -830485.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -830491.625000 Penalty: 3102.667725
	Iteration 55Q: 3 clusters Score -830491.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -830495.687500 Penalty: 3102.667725
	Iteration 56Q: 3 clusters Score -830495.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -830499.812500 Penalty: 3102.667725
	Iteration 57Q: 3 clusters Score -830499.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -830506.687500 Penalty: 3102.667725
	Iteration 58Q: 3 clusters Score -830506.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -830507.625000 Penalty: 3102.667725
	Iteration 59Q: 3 clusters Score -830507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -830508.562500 Penalty: 3102.667725
	Iteration 60F: 3 clusters Score -830508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -830509.687500 Penalty: 3102.667725
	Iteration 61Q: 3 clusters Score -830509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -830511.375000 Penalty: 3102.667725
	Iteration 62Q: 3 clusters Score -830511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -830513.812500 Penalty: 3102.667725
	Iteration 63Q: 3 clusters Score -830513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -830514.000000 Penalty: 3102.667725
	Iteration 64Q: 3 clusters Score -830514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -830515.437500 Penalty: 3102.667725
	Iteration 65Q: 3 clusters Score -830515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -830515.687500 Penalty: 3102.667725
	Iteration 66Q: 3 clusters Score -830515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -830516.562500 Penalty: 3102.667725
	Iteration 67Q: 3 clusters Score -830516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -830517.000000 Penalty: 3102.667725
	Iteration 68Q: 3 clusters Score -830517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -830516.125000 Penalty: 3102.667725
	Iteration 69Q: 3 clusters Score -830516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -830516.062500 Penalty: 3102.667725
	Iteration 70Q: 3 clusters Score -830516.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -830517.187500 Penalty: 3102.667725
	Iteration 71Q: 3 clusters Score -830517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -830516.000000 Penalty: 3102.667725
	Iteration 72Q: 3 clusters Score -830516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -830518.500000 Penalty: 3102.667725
	Iteration 73Q: 3 clusters Score -830518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -830518.250000 Penalty: 3102.667725
	Iteration 74Q: 3 clusters Score -830518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -830522.875000 Penalty: 3102.667725
	Iteration 75Q: 3 clusters Score -830522.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -830521.687500 Penalty: 3102.667725
	Iteration 76Q: 3 clusters Score -830521.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -830520.500000 Penalty: 3102.667725
	Iteration 77Q: 3 clusters Score -830520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -830520.875000 Penalty: 3102.667725
	Iteration 78Q: 3 clusters Score -830520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -830520.250000 Penalty: 3102.667725
	Iteration 79Q: 3 clusters Score -830520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -830520.000000 Penalty: 3102.667725
	Iteration 80F: 3 clusters Score -830520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -830520.937500 Penalty: 3102.667725
	Iteration 81Q: 3 clusters Score -830520.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -830521.812500 Penalty: 3102.667725
	Iteration 82Q: 3 clusters Score -830521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -830520.625000 Penalty: 3102.667725
	Iteration 83Q: 3 clusters Score -830520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -830522.937500 Penalty: 3102.667725
	Iteration 84Q: 3 clusters Score -830522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -830523.125000 Penalty: 3102.667725
	Iteration 85Q: 3 clusters Score -830523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -830524.000000 Penalty: 3102.667725
	Iteration 86Q: 3 clusters Score -830524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -830525.500000 Penalty: 3102.667725
	Iteration 87Q: 3 clusters Score -830525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -830524.812500 Penalty: 3102.667725
	Iteration 88Q: 3 clusters Score -830524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -830526.375000 Penalty: 3102.667725
	Iteration 89Q: 3 clusters Score -830526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -830526.687500 Penalty: 3102.667725
	Iteration 90Q: 3 clusters Score -830526.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -830528.000000 Penalty: 3102.667725
	Iteration 91Q: 3 clusters Score -830528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -830531.312500 Penalty: 3102.667725
	Iteration 92Q: 3 clusters Score -830531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -830529.062500 Penalty: 3102.667725
	Iteration 93Q: 3 clusters Score -830529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -830531.937500 Penalty: 3102.667725
	Iteration 94Q: 3 clusters Score -830531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -830529.125000 Penalty: 3102.667725
	Iteration 95Q: 3 clusters Score -830529.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -830531.062500 Penalty: 3102.667725
	Iteration 96Q: 3 clusters Score -830531.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -830530.937500 Penalty: 3102.667725
	Iteration 97Q: 3 clusters Score -830530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -830530.125000 Penalty: 3102.667725
	Iteration 98Q: 3 clusters Score -830530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -830530.687500 Penalty: 3102.667725
	Iteration 99Q: 3 clusters Score -830530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -830531.187500 Penalty: 3102.667725
	Iteration 100F: 3 clusters Score -830531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -830532.625000 Penalty: 3102.667725
	Iteration 101Q: 3 clusters Score -830532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -830533.062500 Penalty: 3102.667725
	Iteration 102Q: 3 clusters Score -830533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -830532.500000 Penalty: 3102.667725
	Iteration 103Q: 3 clusters Score -830532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -830533.750000 Penalty: 3102.667725
	Iteration 104Q: 3 clusters Score -830533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -830533.437500 Penalty: 3102.667725
	Iteration 105Q: 3 clusters Score -830533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -830534.000000 Penalty: 3102.667725
	Iteration 106Q: 3 clusters Score -830534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -830534.000000 Penalty: 3102.667725
	Iteration 107F: 3 clusters Score -830534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -107927.078125 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -107927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -105851.789062 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -105851.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -106286.742188 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -106286.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -106424.078125 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -106424.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -106505.101562 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -106505.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -106574.632812 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -106574.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -106631.937500 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -106631.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -106678.062500 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -106678.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -106715.335938 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -106715.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -106742.585938 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -106742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -106771.007812 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -106771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -106798.046875 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -106798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -106828.828125 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -106828.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -106865.031250 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -106865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -106907.906250 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -106907.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -106963.468750 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -106963.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -107015.203125 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -107015.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -107073.640625 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -107073.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -107120.953125 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -107121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -107171.281250 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -107171.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -107224.804688 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -107224.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -107274.937500 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -107274.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -107334.921875 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -107334.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -107408.437500 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -107408.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -107472.679688 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -107472.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -107531.992188 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -107532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -107576.242188 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -107576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -107601.046875 Penalty: 2465.875732
	Iteration 26Q: 3 clusters Score -107601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -107613.140625 Penalty: 2465.875732
	Iteration 27Q: 3 clusters Score -107613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -107619.726562 Penalty: 2465.875732
	Iteration 28Q: 3 clusters Score -107619.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -107624.757812 Penalty: 2465.875732
	Iteration 29Q: 3 clusters Score -107624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -107626.625000 Penalty: 2465.875732
	Iteration 30Q: 3 clusters Score -107626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -107627.039062 Penalty: 2465.875732
	Iteration 31Q: 3 clusters Score -107627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -107627.390625 Penalty: 2465.875732
	Iteration 32Q: 3 clusters Score -107627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -107628.007812 Penalty: 2465.875732
	Iteration 33Q: 3 clusters Score -107628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -107628.492188 Penalty: 2465.875732
	Iteration 34Q: 3 clusters Score -107628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -107629.125000 Penalty: 2465.875732
	Iteration 35Q: 3 clusters Score -107629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -107629.421875 Penalty: 2465.875732
	Iteration 36Q: 3 clusters Score -107629.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -107629.421875 Penalty: 2465.875732
	Iteration 37F: 3 clusters Score -107629.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -180462.843750 Penalty: 1304.835693
	Iteration 0F: 2 clusters Score -180462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -177699.031250 Penalty: 2609.671387
	Iteration 0F: 3 clusters Score -177699 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -178356.640625 Penalty: 2609.671387
	Iteration 1F: 3 clusters Score -178356.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -178473.812500 Penalty: 2609.671387
	Iteration 2F: 3 clusters Score -178473.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -178545.718750 Penalty: 2609.671387
	Iteration 3Q: 3 clusters Score -178545.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -178593.015625 Penalty: 2609.671387
	Iteration 4Q: 3 clusters Score -178593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -178629.187500 Penalty: 2609.671387
	Iteration 5Q: 3 clusters Score -178629.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -178666.203125 Penalty: 2609.671387
	Iteration 6Q: 3 clusters Score -178666.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -178717.250000 Penalty: 2609.671387
	Iteration 7Q: 3 clusters Score -178717.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -178763.734375 Penalty: 2609.671387
	Iteration 8Q: 3 clusters Score -178763.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -178817.359375 Penalty: 2609.671387
	Iteration 9Q: 3 clusters Score -178817.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -178881.078125 Penalty: 2609.671387
	Iteration 10Q: 3 clusters Score -178881.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -178959.031250 Penalty: 2609.671387
	Iteration 11Q: 3 clusters Score -178959 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -179033.968750 Penalty: 2609.671387
	Iteration 12Q: 3 clusters Score -179034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -179118.281250 Penalty: 2609.671387
	Iteration 13Q: 3 clusters Score -179118.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -179212.312500 Penalty: 2609.671387
	Iteration 14Q: 3 clusters Score -179212.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -179293.906250 Penalty: 2609.671387
	Iteration 15Q: 3 clusters Score -179293.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -179375.484375 Penalty: 2609.671387
	Iteration 16Q: 3 clusters Score -179375.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -179446.359375 Penalty: 2609.671387
	Iteration 17Q: 3 clusters Score -179446.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -179491.875000 Penalty: 2609.671387
	Iteration 18Q: 3 clusters Score -179491.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -179533.312500 Penalty: 2609.671387
	Iteration 19Q: 3 clusters Score -179533.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -179568.265625 Penalty: 2609.671387
	Iteration 20F: 3 clusters Score -179568.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -179586.984375 Penalty: 2609.671387
	Iteration 21Q: 3 clusters Score -179587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -179598.062500 Penalty: 2609.671387
	Iteration 22Q: 3 clusters Score -179598.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -179604.109375 Penalty: 2609.671387
	Iteration 23Q: 3 clusters Score -179604.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -179608.796875 Penalty: 2609.671387
	Iteration 24Q: 3 clusters Score -179608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -179611.203125 Penalty: 2609.671387
	Iteration 25Q: 3 clusters Score -179611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -179614.265625 Penalty: 2609.671387
	Iteration 26Q: 3 clusters Score -179614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -179616.859375 Penalty: 2609.671387
	Iteration 27Q: 3 clusters Score -179616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -179619.109375 Penalty: 2609.671387
	Iteration 28Q: 3 clusters Score -179619.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -179620.218750 Penalty: 2609.671387
	Iteration 29Q: 3 clusters Score -179620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -179621.609375 Penalty: 2609.671387
	Iteration 30Q: 3 clusters Score -179621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -179623.187500 Penalty: 2609.671387
	Iteration 31Q: 3 clusters Score -179623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -179626.343750 Penalty: 2609.671387
	Iteration 32Q: 3 clusters Score -179626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -179628.656250 Penalty: 2609.671387
	Iteration 33Q: 3 clusters Score -179628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -179631.203125 Penalty: 2609.671387
	Iteration 34Q: 3 clusters Score -179631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -179635.265625 Penalty: 2609.671387
	Iteration 35Q: 3 clusters Score -179635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -179637.250000 Penalty: 2609.671387
	Iteration 36Q: 3 clusters Score -179637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -179640.125000 Penalty: 2609.671387
	Iteration 37Q: 3 clusters Score -179640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -179640.671875 Penalty: 2609.671387
	Iteration 38Q: 3 clusters Score -179640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -179641.046875 Penalty: 2609.671387
	Iteration 39Q: 3 clusters Score -179641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -179642.500000 Penalty: 2609.671387
	Iteration 40F: 3 clusters Score -179642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -179644.062500 Penalty: 2609.671387
	Iteration 41Q: 3 clusters Score -179644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -179646.265625 Penalty: 2609.671387
	Iteration 42Q: 3 clusters Score -179646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -179647.203125 Penalty: 2609.671387
	Iteration 43Q: 3 clusters Score -179647.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -179648.343750 Penalty: 2609.671387
	Iteration 44Q: 3 clusters Score -179648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -179648.375000 Penalty: 2609.671387
	Iteration 45Q: 3 clusters Score -179648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -179649.281250 Penalty: 2609.671387
	Iteration 46Q: 3 clusters Score -179649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -179649.187500 Penalty: 2609.671387
	Iteration 47Q: 3 clusters Score -179649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -179649.828125 Penalty: 2609.671387
	Iteration 48Q: 3 clusters Score -179649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -179649.828125 Penalty: 2609.671387
	Iteration 49F: 3 clusters Score -179649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Entering Unmasked Estep 
Score: -924201.500000 Penalty: 1569.679565
	Iteration 0F: 2 clusters Score -924201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -913351.562500 Penalty: 3139.359131
	Iteration 0F: 3 clusters Score -913351.6 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -917307.750000 Penalty: 3139.359131
	Iteration 1F: 3 clusters Score -917307.8 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -917767.937500 Penalty: 3139.359131
	Iteration 2F: 3 clusters Score -917767.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -918368.625000 Penalty: 3139.359131
	Iteration 3F: 3 clusters Score -918368.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -919209.687500 Penalty: 3139.359131
	Iteration 4F: 3 clusters Score -919209.7 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -920137.375000 Penalty: 3139.359131
	Iteration 5F: 3 clusters Score -920137.4 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -920880.312500 Penalty: 3139.359131
	Iteration 6F: 3 clusters Score -920880.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -921330.062500 Penalty: 3139.359131
	Iteration 7F: 3 clusters Score -921330.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -921564.812500 Penalty: 3139.359131
	Iteration 8Q: 3 clusters Score -921564.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -921675.750000 Penalty: 3139.359131
	Iteration 9Q: 3 clusters Score -921675.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -921737.687500 Penalty: 3139.359131
	Iteration 10Q: 3 clusters Score -921737.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -921770.687500 Penalty: 3139.359131
	Iteration 11Q: 3 clusters Score -921770.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -921797.937500 Penalty: 3139.359131
	Iteration 12Q: 3 clusters Score -921797.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -921827.875000 Penalty: 3139.359131
	Iteration 13Q: 3 clusters Score -921827.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -921857.437500 Penalty: 3139.359131
	Iteration 14Q: 3 clusters Score -921857.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -921886.187500 Penalty: 3139.359131
	Iteration 15Q: 3 clusters Score -921886.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -921909.812500 Penalty: 3139.359131
	Iteration 16Q: 3 clusters Score -921909.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -921942.125000 Penalty: 3139.359131
	Iteration 17Q: 3 clusters Score -921942.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -921969.875000 Penalty: 3139.359131
	Iteration 18Q: 3 clusters Score -921969.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -922004.375000 Penalty: 3139.359131
	Iteration 19Q: 3 clusters Score -922004.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -922035.000000 Penalty: 3139.359131
	Iteration 20F: 3 clusters Score -922035 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -922069.000000 Penalty: 3139.359131
	Iteration 21Q: 3 clusters Score -922069 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -922099.312500 Penalty: 3139.359131
	Iteration 22Q: 3 clusters Score -922099.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -922127.000000 Penalty: 3139.359131
	Iteration 23Q: 3 clusters Score -922127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -922154.375000 Penalty: 3139.359131
	Iteration 24Q: 3 clusters Score -922154.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -922193.000000 Penalty: 3139.359131
	Iteration 25Q: 3 clusters Score -922193 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -922228.312500 Penalty: 3139.359131
	Iteration 26Q: 3 clusters Score -922228.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -922266.375000 Penalty: 3139.359131
	Iteration 27Q: 3 clusters Score -922266.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -922302.562500 Penalty: 3139.359131
	Iteration 28Q: 3 clusters Score -922302.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -922339.937500 Penalty: 3139.359131
	Iteration 29Q: 3 clusters Score -922339.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -922372.625000 Penalty: 3139.359131
	Iteration 30Q: 3 clusters Score -922372.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -922407.187500 Penalty: 3139.359131
	Iteration 31Q: 3 clusters Score -922407.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -922440.500000 Penalty: 3139.359131
	Iteration 32Q: 3 clusters Score -922440.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -922479.812500 Penalty: 3139.359131
	Iteration 33Q: 3 clusters Score -922479.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -922511.812500 Penalty: 3139.359131
	Iteration 34Q: 3 clusters Score -922511.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -922544.000000 Penalty: 3139.359131
	Iteration 35Q: 3 clusters Score -922544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -922569.687500 Penalty: 3139.359131
	Iteration 36Q: 3 clusters Score -922569.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -922590.937500 Penalty: 3139.359131
	Iteration 37Q: 3 clusters Score -922590.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -922616.187500 Penalty: 3139.359131
	Iteration 38Q: 3 clusters Score -922616.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -922633.000000 Penalty: 3139.359131
	Iteration 39Q: 3 clusters Score -922633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -922653.812500 Penalty: 3139.359131
	Iteration 40F: 3 clusters Score -922653.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -922680.875000 Penalty: 3139.359131
	Iteration 41Q: 3 clusters Score -922680.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -922699.375000 Penalty: 3139.359131
	Iteration 42Q: 3 clusters Score -922699.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -922717.937500 Penalty: 3139.359131
	Iteration 43Q: 3 clusters Score -922717.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -922734.875000 Penalty: 3139.359131
	Iteration 44Q: 3 clusters Score -922734.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -922749.250000 Penalty: 3139.359131
	Iteration 45Q: 3 clusters Score -922749.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -922760.625000 Penalty: 3139.359131
	Iteration 46Q: 3 clusters Score -922760.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -922774.375000 Penalty: 3139.359131
	Iteration 47Q: 3 clusters Score -922774.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -922785.312500 Penalty: 3139.359131
	Iteration 48Q: 3 clusters Score -922785.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -922793.125000 Penalty: 3139.359131
	Iteration 49Q: 3 clusters Score -922793.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -922798.000000 Penalty: 3139.359131
	Iteration 50Q: 3 clusters Score -922798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -922806.062500 Penalty: 3139.359131
	Iteration 51Q: 3 clusters Score -922806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -922813.062500 Penalty: 3139.359131
	Iteration 52Q: 3 clusters Score -922813.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -922818.562500 Penalty: 3139.359131
	Iteration 53Q: 3 clusters Score -922818.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -922820.625000 Penalty: 3139.359131
	Iteration 54Q: 3 clusters Score -922820.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -922824.312500 Penalty: 3139.359131
	Iteration 55Q: 3 clusters Score -922824.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -922830.750000 Penalty: 3139.359131
	Iteration 56Q: 3 clusters Score -922830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -922834.687500 Penalty: 3139.359131
	Iteration 57Q: 3 clusters Score -922834.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -922837.437500 Penalty: 3139.359131
	Iteration 58Q: 3 clusters Score -922837.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -922839.937500 Penalty: 3139.359131
	Iteration 59Q: 3 clusters Score -922839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -922844.375000 Penalty: 3139.359131
	Iteration 60F: 3 clusters Score -922844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -922842.125000 Penalty: 3139.359131
	Iteration 61Q: 3 clusters Score -922842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -922846.500000 Penalty: 3139.359131
	Iteration 62Q: 3 clusters Score -922846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -922846.000000 Penalty: 3139.359131
	Iteration 63Q: 3 clusters Score -922846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -922847.000000 Penalty: 3139.359131
	Iteration 64Q: 3 clusters Score -922847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -922846.750000 Penalty: 3139.359131
	Iteration 65Q: 3 clusters Score -922846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -922848.687500 Penalty: 3139.359131
	Iteration 66Q: 3 clusters Score -922848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -922848.187500 Penalty: 3139.359131
	Iteration 67Q: 3 clusters Score -922848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -922849.187500 Penalty: 3139.359131
	Iteration 68Q: 3 clusters Score -922849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -922848.500000 Penalty: 3139.359131
	Iteration 69Q: 3 clusters Score -922848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -922849.062500 Penalty: 3139.359131
	Iteration 70Q: 3 clusters Score -922849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -922850.062500 Penalty: 3139.359131
	Iteration 71Q: 3 clusters Score -922850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -922849.750000 Penalty: 3139.359131
	Iteration 72Q: 3 clusters Score -922849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -922851.187500 Penalty: 3139.359131
	Iteration 73Q: 3 clusters Score -922851.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -922850.312500 Penalty: 3139.359131
	Iteration 74Q: 3 clusters Score -922850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -922851.500000 Penalty: 3139.359131
	Iteration 75Q: 3 clusters Score -922851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -922851.500000 Penalty: 3139.359131
	Iteration 76F: 3 clusters Score -922851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Entering Unmasked Estep 
Score: -634724.875000 Penalty: 1513.712036
	Iteration 0F: 2 clusters Score -634724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -626845.812500 Penalty: 3027.424072
	Iteration 0F: 3 clusters Score -626845.8 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -629518.812500 Penalty: 3027.424072
	Iteration 1F: 3 clusters Score -629518.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -629880.500000 Penalty: 3027.424072
	Iteration 2F: 3 clusters Score -629880.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -630242.250000 Penalty: 3027.424072
	Iteration 3F: 3 clusters Score -630242.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -630636.125000 Penalty: 3027.424072
	Iteration 4F: 3 clusters Score -630636.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -631001.750000 Penalty: 3027.424072
	Iteration 5F: 3 clusters Score -631001.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -631327.812500 Penalty: 3027.424072
	Iteration 6Q: 3 clusters Score -631327.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -631655.562500 Penalty: 3027.424072
	Iteration 7Q: 3 clusters Score -631655.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -631967.375000 Penalty: 3027.424072
	Iteration 8Q: 3 clusters Score -631967.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -632381.375000 Penalty: 3027.424072
	Iteration 9Q: 3 clusters Score -632381.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -632908.312500 Penalty: 3027.424072
	Iteration 10Q: 3 clusters Score -632908.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -633503.125000 Penalty: 3027.424072
	Iteration 11F: 3 clusters Score -633503.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -634028.187500 Penalty: 3027.424072
	Iteration 12Q: 3 clusters Score -634028.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -634413.937500 Penalty: 3027.424072
	Iteration 13Q: 3 clusters Score -634413.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -634662.812500 Penalty: 3027.424072
	Iteration 14Q: 3 clusters Score -634662.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -634856.062500 Penalty: 3027.424072
	Iteration 15Q: 3 clusters Score -634856.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -635004.687500 Penalty: 3027.424072
	Iteration 16Q: 3 clusters Score -635004.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -635118.312500 Penalty: 3027.424072
	Iteration 17Q: 3 clusters Score -635118.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -635176.750000 Penalty: 3027.424072
	Iteration 18Q: 3 clusters Score -635176.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -635201.375000 Penalty: 3027.424072
	Iteration 19Q: 3 clusters Score -635201.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -635211.250000 Penalty: 3027.424072
	Iteration 20F: 3 clusters Score -635211.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -635219.125000 Penalty: 3027.424072
	Iteration 21Q: 3 clusters Score -635219.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -635224.875000 Penalty: 3027.424072
	Iteration 22Q: 3 clusters Score -635224.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -635227.875000 Penalty: 3027.424072
	Iteration 23Q: 3 clusters Score -635227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -635229.875000 Penalty: 3027.424072
	Iteration 24Q: 3 clusters Score -635229.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -635231.750000 Penalty: 3027.424072
	Iteration 25Q: 3 clusters Score -635231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -635234.687500 Penalty: 3027.424072
	Iteration 26Q: 3 clusters Score -635234.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -635235.687500 Penalty: 3027.424072
	Iteration 27Q: 3 clusters Score -635235.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -635236.312500 Penalty: 3027.424072
	Iteration 28Q: 3 clusters Score -635236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -635236.812500 Penalty: 3027.424072
	Iteration 29Q: 3 clusters Score -635236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -635238.312500 Penalty: 3027.424072
	Iteration 30Q: 3 clusters Score -635238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -635239.562500 Penalty: 3027.424072
	Iteration 31Q: 3 clusters Score -635239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -635240.750000 Penalty: 3027.424072
	Iteration 32Q: 3 clusters Score -635240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -635241.750000 Penalty: 3027.424072
	Iteration 33Q: 3 clusters Score -635241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -635242.250000 Penalty: 3027.424072
	Iteration 34Q: 3 clusters Score -635242.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -635242.062500 Penalty: 3027.424072
	Iteration 35Q: 3 clusters Score -635242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -635242.062500 Penalty: 3027.424072
	Iteration 36F: 3 clusters Score -635242.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2837 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3962 members 
Entering Unmasked Estep 
Score: -12702771.000000 Penalty: 82366.320312
Splitting cluster 8 changes total score from -12702769.000000 to -12702771.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -123515.539062 Penalty: 1252.031982
	Iteration 0F: 2 clusters Score -123515.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -121347.000000 Penalty: 2504.063965
	Iteration 0F: 3 clusters Score -121347 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -121878.445312 Penalty: 2504.063965
	Iteration 1F: 3 clusters Score -121878.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -122015.742188 Penalty: 2504.063965
	Iteration 2F: 3 clusters Score -122015.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -122156.554688 Penalty: 2504.063965
	Iteration 3F: 3 clusters Score -122156.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -122303.109375 Penalty: 2504.063965
	Iteration 4F: 3 clusters Score -122303.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -122396.507812 Penalty: 2504.063965
	Iteration 5Q: 3 clusters Score -122396.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -122458.757812 Penalty: 2504.063965
	Iteration 6Q: 3 clusters Score -122458.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -122521.664062 Penalty: 2504.063965
	Iteration 7Q: 3 clusters Score -122521.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -122574.085938 Penalty: 2504.063965
	Iteration 8Q: 3 clusters Score -122574.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122616.179688 Penalty: 2504.063965
	Iteration 9Q: 3 clusters Score -122616.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -122647.617188 Penalty: 2504.063965
	Iteration 10Q: 3 clusters Score -122647.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -122670.812500 Penalty: 2504.063965
	Iteration 11Q: 3 clusters Score -122670.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122695.679688 Penalty: 2504.063965
	Iteration 12Q: 3 clusters Score -122695.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122720.046875 Penalty: 2504.063965
	Iteration 13Q: 3 clusters Score -122720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -122744.648438 Penalty: 2504.063965
	Iteration 14Q: 3 clusters Score -122744.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122759.234375 Penalty: 2504.063965
	Iteration 15Q: 3 clusters Score -122759.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122779.804688 Penalty: 2504.063965
	Iteration 16Q: 3 clusters Score -122779.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122802.523438 Penalty: 2504.063965
	Iteration 17Q: 3 clusters Score -122802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122824.773438 Penalty: 2504.063965
	Iteration 18Q: 3 clusters Score -122824.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122845.929688 Penalty: 2504.063965
	Iteration 19Q: 3 clusters Score -122845.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -122862.757812 Penalty: 2504.063965
	Iteration 20F: 3 clusters Score -122862.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122886.031250 Penalty: 2504.063965
	Iteration 21Q: 3 clusters Score -122886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -122899.304688 Penalty: 2504.063965
	Iteration 22Q: 3 clusters Score -122899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -122911.140625 Penalty: 2504.063965
	Iteration 23Q: 3 clusters Score -122911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122918.320312 Penalty: 2504.063965
	Iteration 24Q: 3 clusters Score -122918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122924.476562 Penalty: 2504.063965
	Iteration 25Q: 3 clusters Score -122924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122927.406250 Penalty: 2504.063965
	Iteration 26Q: 3 clusters Score -122927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122932.882812 Penalty: 2504.063965
	Iteration 27Q: 3 clusters Score -122932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122938.085938 Penalty: 2504.063965
	Iteration 28Q: 3 clusters Score -122938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122940.742188 Penalty: 2504.063965
	Iteration 29Q: 3 clusters Score -122940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122942.382812 Penalty: 2504.063965
	Iteration 30Q: 3 clusters Score -122942.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122943.851562 Penalty: 2504.063965
	Iteration 31Q: 3 clusters Score -122943.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122943.851562 Penalty: 2504.063965
	Iteration 32F: 3 clusters Score -122943.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -20678.697266 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -20678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19712.804688 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -19712.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19941.904297 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -19941.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20088.105469 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -20088.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20265.892578 Penalty: 1986.946777
	Iteration 3F: 3 clusters Score -20265.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20427.867188 Penalty: 1986.946777
	Iteration 4F: 3 clusters Score -20427.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20501.857422 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -20501.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20516.988281 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -20516.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20528.843750 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -20528.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20528.843750 Penalty: 1986.946777
	Iteration 8F: 3 clusters Score -20528.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Entering Unmasked Estep 
Score: -289957.031250 Penalty: 1413.019897
	Iteration 0F: 2 clusters Score -289957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -285385.906250 Penalty: 2826.039795
	Iteration 0F: 3 clusters Score -285385.9 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -286872.031250 Penalty: 2826.039795
	Iteration 1F: 3 clusters Score -286872 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -287252.312500 Penalty: 2826.039795
	Iteration 2F: 3 clusters Score -287252.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -287628.093750 Penalty: 2826.039795
	Iteration 3F: 3 clusters Score -287628.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -287975.375000 Penalty: 2826.039795
	Iteration 4F: 3 clusters Score -287975.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -288243.218750 Penalty: 2826.039795
	Iteration 5F: 3 clusters Score -288243.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -288438.125000 Penalty: 2826.039795
	Iteration 6Q: 3 clusters Score -288438.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -288546.000000 Penalty: 2826.039795
	Iteration 7Q: 3 clusters Score -288546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -288609.468750 Penalty: 2826.039795
	Iteration 8Q: 3 clusters Score -288609.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -288653.968750 Penalty: 2826.039795
	Iteration 9Q: 3 clusters Score -288654 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -288689.062500 Penalty: 2826.039795
	Iteration 10Q: 3 clusters Score -288689.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -288722.812500 Penalty: 2826.039795
	Iteration 11Q: 3 clusters Score -288722.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -288749.218750 Penalty: 2826.039795
	Iteration 12Q: 3 clusters Score -288749.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -288776.125000 Penalty: 2826.039795
	Iteration 13Q: 3 clusters Score -288776.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -288799.218750 Penalty: 2826.039795
	Iteration 14Q: 3 clusters Score -288799.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -288820.000000 Penalty: 2826.039795
	Iteration 15Q: 3 clusters Score -288820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -288842.093750 Penalty: 2826.039795
	Iteration 16Q: 3 clusters Score -288842.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -288858.375000 Penalty: 2826.039795
	Iteration 17Q: 3 clusters Score -288858.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -288876.500000 Penalty: 2826.039795
	Iteration 18Q: 3 clusters Score -288876.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -288890.343750 Penalty: 2826.039795
	Iteration 19Q: 3 clusters Score -288890.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -288899.375000 Penalty: 2826.039795
	Iteration 20F: 3 clusters Score -288899.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -288911.593750 Penalty: 2826.039795
	Iteration 21Q: 3 clusters Score -288911.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -288923.718750 Penalty: 2826.039795
	Iteration 22Q: 3 clusters Score -288923.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -288939.281250 Penalty: 2826.039795
	Iteration 23Q: 3 clusters Score -288939.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -288957.781250 Penalty: 2826.039795
	Iteration 24Q: 3 clusters Score -288957.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -288973.125000 Penalty: 2826.039795
	Iteration 25Q: 3 clusters Score -288973.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -288990.000000 Penalty: 2826.039795
	Iteration 26Q: 3 clusters Score -288990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -289001.031250 Penalty: 2826.039795
	Iteration 27Q: 3 clusters Score -289001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -289009.687500 Penalty: 2826.039795
	Iteration 28Q: 3 clusters Score -289009.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -289018.062500 Penalty: 2826.039795
	Iteration 29Q: 3 clusters Score -289018.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -289024.625000 Penalty: 2826.039795
	Iteration 30Q: 3 clusters Score -289024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -289027.125000 Penalty: 2826.039795
	Iteration 31Q: 3 clusters Score -289027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -289029.937500 Penalty: 2826.039795
	Iteration 32Q: 3 clusters Score -289029.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -289033.406250 Penalty: 2826.039795
	Iteration 33Q: 3 clusters Score -289033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -289036.718750 Penalty: 2826.039795
	Iteration 34Q: 3 clusters Score -289036.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -289038.343750 Penalty: 2826.039795
	Iteration 35Q: 3 clusters Score -289038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -289039.687500 Penalty: 2826.039795
	Iteration 36Q: 3 clusters Score -289039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -289040.250000 Penalty: 2826.039795
	Iteration 37Q: 3 clusters Score -289040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -289040.937500 Penalty: 2826.039795
	Iteration 38Q: 3 clusters Score -289040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -289040.937500 Penalty: 2826.039795
	Iteration 39F: 3 clusters Score -289040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -301761.750000 Penalty: 1384.692505
	Iteration 0F: 2 clusters Score -301761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -297785.187500 Penalty: 2769.385010
	Iteration 0F: 3 clusters Score -297785.2 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -298908.812500 Penalty: 2769.385010
	Iteration 1F: 3 clusters Score -298908.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -299070.281250 Penalty: 2769.385010
	Iteration 2F: 3 clusters Score -299070.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -299171.875000 Penalty: 2769.385010
	Iteration 3Q: 3 clusters Score -299171.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -299239.000000 Penalty: 2769.385010
	Iteration 4Q: 3 clusters Score -299239 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -299279.218750 Penalty: 2769.385010
	Iteration 5Q: 3 clusters Score -299279.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -299316.093750 Penalty: 2769.385010
	Iteration 6Q: 3 clusters Score -299316.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -299341.968750 Penalty: 2769.385010
	Iteration 7Q: 3 clusters Score -299342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -299370.593750 Penalty: 2769.385010
	Iteration 8Q: 3 clusters Score -299370.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -299411.125000 Penalty: 2769.385010
	Iteration 9Q: 3 clusters Score -299411.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -299468.812500 Penalty: 2769.385010
	Iteration 10Q: 3 clusters Score -299468.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -299524.656250 Penalty: 2769.385010
	Iteration 11Q: 3 clusters Score -299524.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -299569.750000 Penalty: 2769.385010
	Iteration 12Q: 3 clusters Score -299569.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -299615.125000 Penalty: 2769.385010
	Iteration 13Q: 3 clusters Score -299615.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -299669.968750 Penalty: 2769.385010
	Iteration 14Q: 3 clusters Score -299670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -299724.406250 Penalty: 2769.385010
	Iteration 15Q: 3 clusters Score -299724.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -299782.218750 Penalty: 2769.385010
	Iteration 16Q: 3 clusters Score -299782.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -299843.843750 Penalty: 2769.385010
	Iteration 17Q: 3 clusters Score -299843.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -299911.593750 Penalty: 2769.385010
	Iteration 18Q: 3 clusters Score -299911.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -299969.031250 Penalty: 2769.385010
	Iteration 19Q: 3 clusters Score -299969 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -300019.718750 Penalty: 2769.385010
	Iteration 20F: 3 clusters Score -300019.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -300061.843750 Penalty: 2769.385010
	Iteration 21Q: 3 clusters Score -300061.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -300103.218750 Penalty: 2769.385010
	Iteration 22Q: 3 clusters Score -300103.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -300145.906250 Penalty: 2769.385010
	Iteration 23Q: 3 clusters Score -300145.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -300184.125000 Penalty: 2769.385010
	Iteration 24Q: 3 clusters Score -300184.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -300227.781250 Penalty: 2769.385010
	Iteration 25Q: 3 clusters Score -300227.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -300274.875000 Penalty: 2769.385010
	Iteration 26Q: 3 clusters Score -300274.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -300314.906250 Penalty: 2769.385010
	Iteration 27Q: 3 clusters Score -300314.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -300342.750000 Penalty: 2769.385010
	Iteration 28Q: 3 clusters Score -300342.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -300364.937500 Penalty: 2769.385010
	Iteration 29Q: 3 clusters Score -300364.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -300386.156250 Penalty: 2769.385010
	Iteration 30Q: 3 clusters Score -300386.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -300410.781250 Penalty: 2769.385010
	Iteration 31Q: 3 clusters Score -300410.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -300436.625000 Penalty: 2769.385010
	Iteration 32Q: 3 clusters Score -300436.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -300461.906250 Penalty: 2769.385010
	Iteration 33Q: 3 clusters Score -300461.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -300480.437500 Penalty: 2769.385010
	Iteration 34Q: 3 clusters Score -300480.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -300502.968750 Penalty: 2769.385010
	Iteration 35Q: 3 clusters Score -300503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -300521.812500 Penalty: 2769.385010
	Iteration 36Q: 3 clusters Score -300521.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -300539.687500 Penalty: 2769.385010
	Iteration 37Q: 3 clusters Score -300539.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -300555.062500 Penalty: 2769.385010
	Iteration 38Q: 3 clusters Score -300555.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -300564.843750 Penalty: 2769.385010
	Iteration 39Q: 3 clusters Score -300564.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -300572.312500 Penalty: 2769.385010
	Iteration 40F: 3 clusters Score -300572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -300578.812500 Penalty: 2769.385010
	Iteration 41Q: 3 clusters Score -300578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -300585.593750 Penalty: 2769.385010
	Iteration 42Q: 3 clusters Score -300585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -300590.500000 Penalty: 2769.385010
	Iteration 43Q: 3 clusters Score -300590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -300599.093750 Penalty: 2769.385010
	Iteration 44Q: 3 clusters Score -300599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -300608.468750 Penalty: 2769.385010
	Iteration 45Q: 3 clusters Score -300608.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -300614.781250 Penalty: 2769.385010
	Iteration 46Q: 3 clusters Score -300614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -300619.281250 Penalty: 2769.385010
	Iteration 47Q: 3 clusters Score -300619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -300622.375000 Penalty: 2769.385010
	Iteration 48Q: 3 clusters Score -300622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -300624.406250 Penalty: 2769.385010
	Iteration 49Q: 3 clusters Score -300624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -300626.375000 Penalty: 2769.385010
	Iteration 50Q: 3 clusters Score -300626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -300626.906250 Penalty: 2769.385010
	Iteration 51Q: 3 clusters Score -300626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -300626.906250 Penalty: 2769.385010
	Iteration 52F: 3 clusters Score -300626.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Entering Unmasked Estep 
Score: -718600.937500 Penalty: 1529.591919
	Iteration 0F: 2 clusters Score -718600.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -710045.625000 Penalty: 3059.183838
	Iteration 0F: 3 clusters Score -710045.6 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -712994.937500 Penalty: 3059.183838
	Iteration 1F: 3 clusters Score -712994.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -713307.500000 Penalty: 3059.183838
	Iteration 2F: 3 clusters Score -713307.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -713598.500000 Penalty: 3059.183838
	Iteration 3F: 3 clusters Score -713598.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -713886.250000 Penalty: 3059.183838
	Iteration 4Q: 3 clusters Score -713886.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -714221.312500 Penalty: 3059.183838
	Iteration 5Q: 3 clusters Score -714221.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -714632.500000 Penalty: 3059.183838
	Iteration 6F: 3 clusters Score -714632.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -715038.312500 Penalty: 3059.183838
	Iteration 7F: 3 clusters Score -715038.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -715412.687500 Penalty: 3059.183838
	Iteration 8Q: 3 clusters Score -715412.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -715762.312500 Penalty: 3059.183838
	Iteration 9Q: 3 clusters Score -715762.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -716134.437500 Penalty: 3059.183838
	Iteration 10Q: 3 clusters Score -716134.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -716486.750000 Penalty: 3059.183838
	Iteration 11Q: 3 clusters Score -716486.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -716751.875000 Penalty: 3059.183838
	Iteration 12Q: 3 clusters Score -716751.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -716917.750000 Penalty: 3059.183838
	Iteration 13Q: 3 clusters Score -716917.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -717005.062500 Penalty: 3059.183838
	Iteration 14Q: 3 clusters Score -717005.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -717068.500000 Penalty: 3059.183838
	Iteration 15Q: 3 clusters Score -717068.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -717120.250000 Penalty: 3059.183838
	Iteration 16Q: 3 clusters Score -717120.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -717170.312500 Penalty: 3059.183838
	Iteration 17Q: 3 clusters Score -717170.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -717219.750000 Penalty: 3059.183838
	Iteration 18Q: 3 clusters Score -717219.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -717248.937500 Penalty: 3059.183838
	Iteration 19Q: 3 clusters Score -717248.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -717264.750000 Penalty: 3059.183838
	Iteration 20F: 3 clusters Score -717264.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -717281.375000 Penalty: 3059.183838
	Iteration 21Q: 3 clusters Score -717281.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -717299.375000 Penalty: 3059.183838
	Iteration 22Q: 3 clusters Score -717299.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -717310.250000 Penalty: 3059.183838
	Iteration 23Q: 3 clusters Score -717310.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -717321.562500 Penalty: 3059.183838
	Iteration 24Q: 3 clusters Score -717321.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -717330.250000 Penalty: 3059.183838
	Iteration 25Q: 3 clusters Score -717330.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -717336.250000 Penalty: 3059.183838
	Iteration 26Q: 3 clusters Score -717336.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -717343.000000 Penalty: 3059.183838
	Iteration 27Q: 3 clusters Score -717343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -717349.125000 Penalty: 3059.183838
	Iteration 28Q: 3 clusters Score -717349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -717357.750000 Penalty: 3059.183838
	Iteration 29Q: 3 clusters Score -717357.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -717364.437500 Penalty: 3059.183838
	Iteration 30Q: 3 clusters Score -717364.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -717370.375000 Penalty: 3059.183838
	Iteration 31Q: 3 clusters Score -717370.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -717376.250000 Penalty: 3059.183838
	Iteration 32Q: 3 clusters Score -717376.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -717382.312500 Penalty: 3059.183838
	Iteration 33Q: 3 clusters Score -717382.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -717385.875000 Penalty: 3059.183838
	Iteration 34Q: 3 clusters Score -717385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -717388.375000 Penalty: 3059.183838
	Iteration 35Q: 3 clusters Score -717388.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -717393.437500 Penalty: 3059.183838
	Iteration 36Q: 3 clusters Score -717393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -717403.812500 Penalty: 3059.183838
	Iteration 37Q: 3 clusters Score -717403.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -717411.687500 Penalty: 3059.183838
	Iteration 38Q: 3 clusters Score -717411.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -717418.687500 Penalty: 3059.183838
	Iteration 39Q: 3 clusters Score -717418.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -717428.625000 Penalty: 3059.183838
	Iteration 40F: 3 clusters Score -717428.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -717445.250000 Penalty: 3059.183838
	Iteration 41Q: 3 clusters Score -717445.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -717459.187500 Penalty: 3059.183838
	Iteration 42Q: 3 clusters Score -717459.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -717472.125000 Penalty: 3059.183838
	Iteration 43Q: 3 clusters Score -717472.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -717493.312500 Penalty: 3059.183838
	Iteration 44Q: 3 clusters Score -717493.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -717509.375000 Penalty: 3059.183838
	Iteration 45Q: 3 clusters Score -717509.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -717519.562500 Penalty: 3059.183838
	Iteration 46Q: 3 clusters Score -717519.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -717533.375000 Penalty: 3059.183838
	Iteration 47Q: 3 clusters Score -717533.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -717545.062500 Penalty: 3059.183838
	Iteration 48Q: 3 clusters Score -717545.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -717556.000000 Penalty: 3059.183838
	Iteration 49Q: 3 clusters Score -717556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -717558.000000 Penalty: 3059.183838
	Iteration 50Q: 3 clusters Score -717558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -717562.625000 Penalty: 3059.183838
	Iteration 51Q: 3 clusters Score -717562.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -717567.687500 Penalty: 3059.183838
	Iteration 52Q: 3 clusters Score -717567.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -717569.937500 Penalty: 3059.183838
	Iteration 53Q: 3 clusters Score -717569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -717575.250000 Penalty: 3059.183838
	Iteration 54Q: 3 clusters Score -717575.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -717579.250000 Penalty: 3059.183838
	Iteration 55Q: 3 clusters Score -717579.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -717584.375000 Penalty: 3059.183838
	Iteration 56Q: 3 clusters Score -717584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -717589.062500 Penalty: 3059.183838
	Iteration 57Q: 3 clusters Score -717589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -717588.125000 Penalty: 3059.183838
	Iteration 58Q: 3 clusters Score -717588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -717591.437500 Penalty: 3059.183838
	Iteration 59Q: 3 clusters Score -717591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -717592.062500 Penalty: 3059.183838
	Iteration 60F: 3 clusters Score -717592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -717593.312500 Penalty: 3059.183838
	Iteration 61Q: 3 clusters Score -717593.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -717596.375000 Penalty: 3059.183838
	Iteration 62Q: 3 clusters Score -717596.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -717599.187500 Penalty: 3059.183838
	Iteration 63Q: 3 clusters Score -717599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -717600.375000 Penalty: 3059.183838
	Iteration 64Q: 3 clusters Score -717600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -717603.500000 Penalty: 3059.183838
	Iteration 65Q: 3 clusters Score -717603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -717602.937500 Penalty: 3059.183838
	Iteration 66Q: 3 clusters Score -717602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -717604.375000 Penalty: 3059.183838
	Iteration 67Q: 3 clusters Score -717604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -717603.312500 Penalty: 3059.183838
	Iteration 68Q: 3 clusters Score -717603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -717603.437500 Penalty: 3059.183838
	Iteration 69Q: 3 clusters Score -717603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -717603.125000 Penalty: 3059.183838
	Iteration 70Q: 3 clusters Score -717603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -717603.187500 Penalty: 3059.183838
	Iteration 71Q: 3 clusters Score -717603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -717603.375000 Penalty: 3059.183838
	Iteration 72Q: 3 clusters Score -717603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -717603.375000 Penalty: 3059.183838
	Iteration 73F: 3 clusters Score -717603.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -684590.375000 Penalty: 1518.370972
	Iteration 0F: 2 clusters Score -684590.4 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 5733 members 
Entering Unmasked Estep 
Score: -676475.500000 Penalty: 3036.741943
	Iteration 0F: 3 clusters Score -676475.5 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -679079.875000 Penalty: 3036.741943
	Iteration 1F: 3 clusters Score -679079.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -679290.500000 Penalty: 3036.741943
	Iteration 2F: 3 clusters Score -679290.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -679452.750000 Penalty: 3036.741943
	Iteration 3Q: 3 clusters Score -679452.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -679594.312500 Penalty: 3036.741943
	Iteration 4Q: 3 clusters Score -679594.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -679739.937500 Penalty: 3036.741943
	Iteration 5Q: 3 clusters Score -679739.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -679911.312500 Penalty: 3036.741943
	Iteration 6Q: 3 clusters Score -679911.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -680147.687500 Penalty: 3036.741943
	Iteration 7Q: 3 clusters Score -680147.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -680436.812500 Penalty: 3036.741943
	Iteration 8Q: 3 clusters Score -680436.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -680800.437500 Penalty: 3036.741943
	Iteration 9F: 3 clusters Score -680800.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -681250.000000 Penalty: 3036.741943
	Iteration 10F: 3 clusters Score -681250 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -681750.812500 Penalty: 3036.741943
	Iteration 11F: 3 clusters Score -681750.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -682223.812500 Penalty: 3036.741943
	Iteration 12F: 3 clusters Score -682223.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -682613.437500 Penalty: 3036.741943
	Iteration 13Q: 3 clusters Score -682613.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -682873.750000 Penalty: 3036.741943
	Iteration 14Q: 3 clusters Score -682873.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -683044.437500 Penalty: 3036.741943
	Iteration 15Q: 3 clusters Score -683044.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -683123.312500 Penalty: 3036.741943
	Iteration 16Q: 3 clusters Score -683123.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -683192.562500 Penalty: 3036.741943
	Iteration 17Q: 3 clusters Score -683192.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -683222.687500 Penalty: 3036.741943
	Iteration 18Q: 3 clusters Score -683222.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -683246.750000 Penalty: 3036.741943
	Iteration 19Q: 3 clusters Score -683246.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -683266.625000 Penalty: 3036.741943
	Iteration 20F: 3 clusters Score -683266.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -683283.812500 Penalty: 3036.741943
	Iteration 21Q: 3 clusters Score -683283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -683290.812500 Penalty: 3036.741943
	Iteration 22Q: 3 clusters Score -683290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -683297.687500 Penalty: 3036.741943
	Iteration 23Q: 3 clusters Score -683297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -683304.250000 Penalty: 3036.741943
	Iteration 24Q: 3 clusters Score -683304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -683309.625000 Penalty: 3036.741943
	Iteration 25Q: 3 clusters Score -683309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -683312.875000 Penalty: 3036.741943
	Iteration 26Q: 3 clusters Score -683312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -683318.062500 Penalty: 3036.741943
	Iteration 27Q: 3 clusters Score -683318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -683320.187500 Penalty: 3036.741943
	Iteration 28Q: 3 clusters Score -683320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -683323.437500 Penalty: 3036.741943
	Iteration 29Q: 3 clusters Score -683323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -683325.250000 Penalty: 3036.741943
	Iteration 30Q: 3 clusters Score -683325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -683326.875000 Penalty: 3036.741943
	Iteration 31Q: 3 clusters Score -683326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -683326.937500 Penalty: 3036.741943
	Iteration 32Q: 3 clusters Score -683326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -683329.312500 Penalty: 3036.741943
	Iteration 33Q: 3 clusters Score -683329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -683330.187500 Penalty: 3036.741943
	Iteration 34Q: 3 clusters Score -683330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -683332.062500 Penalty: 3036.741943
	Iteration 35Q: 3 clusters Score -683332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -683337.312500 Penalty: 3036.741943
	Iteration 36Q: 3 clusters Score -683337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -683344.437500 Penalty: 3036.741943
	Iteration 37Q: 3 clusters Score -683344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -683347.125000 Penalty: 3036.741943
	Iteration 38Q: 3 clusters Score -683347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -683351.312500 Penalty: 3036.741943
	Iteration 39Q: 3 clusters Score -683351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -683351.500000 Penalty: 3036.741943
	Iteration 40F: 3 clusters Score -683351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -160324.609375 Penalty: 1290.460571
	Iteration 0F: 2 clusters Score -160324.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -157704.015625 Penalty: 2580.921143
	Iteration 0F: 3 clusters Score -157704 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -158340.390625 Penalty: 2580.921143
	Iteration 1F: 3 clusters Score -158340.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -158459.250000 Penalty: 2580.921143
	Iteration 2F: 3 clusters Score -158459.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -158539.203125 Penalty: 2580.921143
	Iteration 3Q: 3 clusters Score -158539.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -158599.750000 Penalty: 2580.921143
	Iteration 4Q: 3 clusters Score -158599.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -158651.265625 Penalty: 2580.921143
	Iteration 5Q: 3 clusters Score -158651.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -158696.390625 Penalty: 2580.921143
	Iteration 6Q: 3 clusters Score -158696.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -158731.078125 Penalty: 2580.921143
	Iteration 7Q: 3 clusters Score -158731.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -158765.531250 Penalty: 2580.921143
	Iteration 8Q: 3 clusters Score -158765.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -158803.062500 Penalty: 2580.921143
	Iteration 9Q: 3 clusters Score -158803.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158840.343750 Penalty: 2580.921143
	Iteration 10Q: 3 clusters Score -158840.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158890.828125 Penalty: 2580.921143
	Iteration 11Q: 3 clusters Score -158890.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -158941.500000 Penalty: 2580.921143
	Iteration 12Q: 3 clusters Score -158941.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -158988.718750 Penalty: 2580.921143
	Iteration 13Q: 3 clusters Score -158988.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -159032.843750 Penalty: 2580.921143
	Iteration 14Q: 3 clusters Score -159032.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -159069.656250 Penalty: 2580.921143
	Iteration 15Q: 3 clusters Score -159069.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -159098.484375 Penalty: 2580.921143
	Iteration 16Q: 3 clusters Score -159098.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -159118.796875 Penalty: 2580.921143
	Iteration 17Q: 3 clusters Score -159118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -159138.296875 Penalty: 2580.921143
	Iteration 18Q: 3 clusters Score -159138.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -159152.828125 Penalty: 2580.921143
	Iteration 19Q: 3 clusters Score -159152.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159166.640625 Penalty: 2580.921143
	Iteration 20F: 3 clusters Score -159166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -159174.250000 Penalty: 2580.921143
	Iteration 21Q: 3 clusters Score -159174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -159178.890625 Penalty: 2580.921143
	Iteration 22Q: 3 clusters Score -159178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -159184.921875 Penalty: 2580.921143
	Iteration 23Q: 3 clusters Score -159184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -159187.046875 Penalty: 2580.921143
	Iteration 24Q: 3 clusters Score -159187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -159187.859375 Penalty: 2580.921143
	Iteration 25Q: 3 clusters Score -159187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -159189.171875 Penalty: 2580.921143
	Iteration 26Q: 3 clusters Score -159189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -159190.812500 Penalty: 2580.921143
	Iteration 27Q: 3 clusters Score -159190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -159191.062500 Penalty: 2580.921143
	Iteration 28Q: 3 clusters Score -159191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -159191.062500 Penalty: 2580.921143
	Iteration 29F: 3 clusters Score -159191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Entering Unmasked Estep 
Score: -228369.468750 Penalty: 1380.063110
	Iteration 0F: 2 clusters Score -228369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -224507.812500 Penalty: 2760.126221
	Iteration 0F: 3 clusters Score -224507.8 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -225657.078125 Penalty: 2760.126221
	Iteration 1F: 3 clusters Score -225657.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -225996.531250 Penalty: 2760.126221
	Iteration 2F: 3 clusters Score -225996.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -226297.546875 Penalty: 2760.126221
	Iteration 3F: 3 clusters Score -226297.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -226517.578125 Penalty: 2760.126221
	Iteration 4F: 3 clusters Score -226517.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -226693.421875 Penalty: 2760.126221
	Iteration 5Q: 3 clusters Score -226693.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -226853.562500 Penalty: 2760.126221
	Iteration 6Q: 3 clusters Score -226853.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -226983.031250 Penalty: 2760.126221
	Iteration 7Q: 3 clusters Score -226983 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -227115.875000 Penalty: 2760.126221
	Iteration 8Q: 3 clusters Score -227115.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -227229.953125 Penalty: 2760.126221
	Iteration 9Q: 3 clusters Score -227230 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -227340.406250 Penalty: 2760.126221
	Iteration 10Q: 3 clusters Score -227340.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -227456.296875 Penalty: 2760.126221
	Iteration 11Q: 3 clusters Score -227456.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -227611.859375 Penalty: 2760.126221
	Iteration 12Q: 3 clusters Score -227611.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -227806.328125 Penalty: 2760.126221
	Iteration 13Q: 3 clusters Score -227806.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -228021.500000 Penalty: 2760.126221
	Iteration 14Q: 3 clusters Score -228021.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -228223.625000 Penalty: 2760.126221
	Iteration 15Q: 3 clusters Score -228223.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -228386.734375 Penalty: 2760.126221
	Iteration 16Q: 3 clusters Score -228386.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -228519.750000 Penalty: 2760.126221
	Iteration 17Q: 3 clusters Score -228519.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -228648.515625 Penalty: 2760.126221
	Iteration 18Q: 3 clusters Score -228648.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -228757.328125 Penalty: 2760.126221
	Iteration 19Q: 3 clusters Score -228757.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -228886.406250 Penalty: 2760.126221
	Iteration 20F: 3 clusters Score -228886.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -228954.562500 Penalty: 2760.126221
	Iteration 21Q: 3 clusters Score -228954.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -228969.687500 Penalty: 2760.126221
	Iteration 22Q: 3 clusters Score -228969.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -228974.171875 Penalty: 2760.126221
	Iteration 23Q: 3 clusters Score -228974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -228974.765625 Penalty: 2760.126221
	Iteration 24Q: 3 clusters Score -228974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -228975.015625 Penalty: 2760.126221
	Iteration 25Q: 3 clusters Score -228975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -228975.015625 Penalty: 2760.126221
	Iteration 26F: 3 clusters Score -228975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2837 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3962 members 
Mstep: Class 42 contains 2402 members 
Entering Unmasked Estep 
Score: -12702720.000000 Penalty: 84375.257812
Splitting cluster 16 changes total score from -12702769.000000 to -12702720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -19612.175781 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -19612.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18634.019531 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -18634.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18753.066406 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -18753.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18794.599609 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -18794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18811.775391 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -18811.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18823.910156 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -18823.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18830.677734 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -18830.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18830.677734 Penalty: 1922.765625
	Iteration 6F: 3 clusters Score -18830.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -355567.250000 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -355567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -350775.468750 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -350775.5 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -352175.312500 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -352175.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -352375.718750 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -352375.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -352545.468750 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -352545.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -352683.062500 Penalty: 2844.229248
	Iteration 4Q: 3 clusters Score -352683.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -352812.406250 Penalty: 2844.229248
	Iteration 5Q: 3 clusters Score -352812.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -352960.750000 Penalty: 2844.229248
	Iteration 6Q: 3 clusters Score -352960.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -353108.968750 Penalty: 2844.229248
	Iteration 7Q: 3 clusters Score -353109 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -353282.875000 Penalty: 2844.229248
	Iteration 8Q: 3 clusters Score -353282.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -353472.062500 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -353472.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -353657.468750 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -353657.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -353813.906250 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -353813.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -353928.906250 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -353928.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -354020.000000 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -354020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -354095.500000 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -354095.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -354149.500000 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -354149.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -354181.781250 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -354181.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -354204.000000 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -354204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -354220.250000 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -354220.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -354232.718750 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -354232.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -354243.062500 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -354243.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -354253.875000 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -354253.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -354265.406250 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -354265.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -354273.906250 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -354273.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -354278.531250 Penalty: 2844.229248
	Iteration 24Q: 3 clusters Score -354278.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -354283.843750 Penalty: 2844.229248
	Iteration 25Q: 3 clusters Score -354283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -354290.437500 Penalty: 2844.229248
	Iteration 26Q: 3 clusters Score -354290.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -354299.468750 Penalty: 2844.229248
	Iteration 27Q: 3 clusters Score -354299.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -354309.437500 Penalty: 2844.229248
	Iteration 28Q: 3 clusters Score -354309.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -354316.875000 Penalty: 2844.229248
	Iteration 29Q: 3 clusters Score -354316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -354323.375000 Penalty: 2844.229248
	Iteration 30Q: 3 clusters Score -354323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -354326.000000 Penalty: 2844.229248
	Iteration 31Q: 3 clusters Score -354326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -354328.750000 Penalty: 2844.229248
	Iteration 32Q: 3 clusters Score -354328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -354331.781250 Penalty: 2844.229248
	Iteration 33Q: 3 clusters Score -354331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -354336.531250 Penalty: 2844.229248
	Iteration 34Q: 3 clusters Score -354336.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -354340.093750 Penalty: 2844.229248
	Iteration 35Q: 3 clusters Score -354340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -354343.031250 Penalty: 2844.229248
	Iteration 36Q: 3 clusters Score -354343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -354346.375000 Penalty: 2844.229248
	Iteration 37Q: 3 clusters Score -354346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -354349.937500 Penalty: 2844.229248
	Iteration 38Q: 3 clusters Score -354349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -354354.343750 Penalty: 2844.229248
	Iteration 39Q: 3 clusters Score -354354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -354355.156250 Penalty: 2844.229248
	Iteration 40F: 3 clusters Score -354355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -354355.468750 Penalty: 2844.229248
	Iteration 41Q: 3 clusters Score -354355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -354356.500000 Penalty: 2844.229248
	Iteration 42Q: 3 clusters Score -354356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -354355.843750 Penalty: 2844.229248
	Iteration 43Q: 3 clusters Score -354355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -354356.687500 Penalty: 2844.229248
	Iteration 44Q: 3 clusters Score -354356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -354356.593750 Penalty: 2844.229248
	Iteration 45Q: 3 clusters Score -354356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -354357.000000 Penalty: 2844.229248
	Iteration 46Q: 3 clusters Score -354357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -354357.656250 Penalty: 2844.229248
	Iteration 47Q: 3 clusters Score -354357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -354358.875000 Penalty: 2844.229248
	Iteration 48Q: 3 clusters Score -354358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -354359.031250 Penalty: 2844.229248
	Iteration 49Q: 3 clusters Score -354359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -354359.031250 Penalty: 2844.229248
	Iteration 50F: 3 clusters Score -354359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Entering Unmasked Estep 
Score: -763974.062500 Penalty: 1542.838501
	Iteration 0F: 2 clusters Score -763974.1 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 6582 members 
Entering Unmasked Estep 
Score: -754593.500000 Penalty: 3085.677002
	Iteration 0F: 3 clusters Score -754593.5 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -757897.000000 Penalty: 3085.677002
	Iteration 1F: 3 clusters Score -757897 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -758228.250000 Penalty: 3085.677002
	Iteration 2F: 3 clusters Score -758228.2 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -758608.562500 Penalty: 3085.677002
	Iteration 3F: 3 clusters Score -758608.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -759169.687500 Penalty: 3085.677002
	Iteration 4F: 3 clusters Score -759169.7 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -759871.937500 Penalty: 3085.677002
	Iteration 5F: 3 clusters Score -759871.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -760635.250000 Penalty: 3085.677002
	Iteration 6F: 3 clusters Score -760635.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -761376.375000 Penalty: 3085.677002
	Iteration 7F: 3 clusters Score -761376.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -761918.687500 Penalty: 3085.677002
	Iteration 8F: 3 clusters Score -761918.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -762213.187500 Penalty: 3085.677002
	Iteration 9Q: 3 clusters Score -762213.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -762377.750000 Penalty: 3085.677002
	Iteration 10Q: 3 clusters Score -762377.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -762478.500000 Penalty: 3085.677002
	Iteration 11Q: 3 clusters Score -762478.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -762536.562500 Penalty: 3085.677002
	Iteration 12Q: 3 clusters Score -762536.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -762571.687500 Penalty: 3085.677002
	Iteration 13Q: 3 clusters Score -762571.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -762607.125000 Penalty: 3085.677002
	Iteration 14Q: 3 clusters Score -762607.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -762623.187500 Penalty: 3085.677002
	Iteration 15Q: 3 clusters Score -762623.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -762639.937500 Penalty: 3085.677002
	Iteration 16Q: 3 clusters Score -762639.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -762653.625000 Penalty: 3085.677002
	Iteration 17Q: 3 clusters Score -762653.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -762661.125000 Penalty: 3085.677002
	Iteration 18Q: 3 clusters Score -762661.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -762667.250000 Penalty: 3085.677002
	Iteration 19Q: 3 clusters Score -762667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -762665.625000 Penalty: 3085.677002
	Iteration 20F: 3 clusters Score -762665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -762671.937500 Penalty: 3085.677002
	Iteration 21Q: 3 clusters Score -762671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -762671.875000 Penalty: 3085.677002
	Iteration 22Q: 3 clusters Score -762671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -762671.875000 Penalty: 3085.677002
	Iteration 23Q: 3 clusters Score -762671.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -762674.562500 Penalty: 3085.677002
	Iteration 24Q: 3 clusters Score -762674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -762676.000000 Penalty: 3085.677002
	Iteration 25Q: 3 clusters Score -762676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -762678.375000 Penalty: 3085.677002
	Iteration 26Q: 3 clusters Score -762678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -762678.187500 Penalty: 3085.677002
	Iteration 27Q: 3 clusters Score -762678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -762679.500000 Penalty: 3085.677002
	Iteration 28Q: 3 clusters Score -762679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -762679.687500 Penalty: 3085.677002
	Iteration 29Q: 3 clusters Score -762679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -762681.562500 Penalty: 3085.677002
	Iteration 30Q: 3 clusters Score -762681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -762681.812500 Penalty: 3085.677002
	Iteration 31Q: 3 clusters Score -762681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -762681.812500 Penalty: 3085.677002
	Iteration 32F: 3 clusters Score -762681.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -325381.875000 Penalty: 1401.177979
	Iteration 0F: 2 clusters Score -325381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -321093.343750 Penalty: 2802.355957
	Iteration 0F: 3 clusters Score -321093.3 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -322281.937500 Penalty: 2802.355957
	Iteration 1F: 3 clusters Score -322281.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -322463.062500 Penalty: 2802.355957
	Iteration 2F: 3 clusters Score -322463.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -322600.406250 Penalty: 2802.355957
	Iteration 3F: 3 clusters Score -322600.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -322708.906250 Penalty: 2802.355957
	Iteration 4Q: 3 clusters Score -322708.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -322817.718750 Penalty: 2802.355957
	Iteration 5Q: 3 clusters Score -322817.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -322939.343750 Penalty: 2802.355957
	Iteration 6Q: 3 clusters Score -322939.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -323076.343750 Penalty: 2802.355957
	Iteration 7Q: 3 clusters Score -323076.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -323246.281250 Penalty: 2802.355957
	Iteration 8Q: 3 clusters Score -323246.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -323433.250000 Penalty: 2802.355957
	Iteration 9Q: 3 clusters Score -323433.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -323588.406250 Penalty: 2802.355957
	Iteration 10Q: 3 clusters Score -323588.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -323738.468750 Penalty: 2802.355957
	Iteration 11Q: 3 clusters Score -323738.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -323866.250000 Penalty: 2802.355957
	Iteration 12Q: 3 clusters Score -323866.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -323974.968750 Penalty: 2802.355957
	Iteration 13Q: 3 clusters Score -323975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -324033.750000 Penalty: 2802.355957
	Iteration 14Q: 3 clusters Score -324033.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -324074.406250 Penalty: 2802.355957
	Iteration 15Q: 3 clusters Score -324074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -324099.343750 Penalty: 2802.355957
	Iteration 16Q: 3 clusters Score -324099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -324114.000000 Penalty: 2802.355957
	Iteration 17Q: 3 clusters Score -324114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -324127.312500 Penalty: 2802.355957
	Iteration 18Q: 3 clusters Score -324127.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -324142.093750 Penalty: 2802.355957
	Iteration 19Q: 3 clusters Score -324142.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -324155.562500 Penalty: 2802.355957
	Iteration 20F: 3 clusters Score -324155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -324163.562500 Penalty: 2802.355957
	Iteration 21Q: 3 clusters Score -324163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -324166.812500 Penalty: 2802.355957
	Iteration 22Q: 3 clusters Score -324166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -324170.031250 Penalty: 2802.355957
	Iteration 23Q: 3 clusters Score -324170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -324172.062500 Penalty: 2802.355957
	Iteration 24Q: 3 clusters Score -324172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -324175.437500 Penalty: 2802.355957
	Iteration 25Q: 3 clusters Score -324175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -324177.000000 Penalty: 2802.355957
	Iteration 26Q: 3 clusters Score -324177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -324177.000000 Penalty: 2802.355957
	Iteration 27F: 3 clusters Score -324177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -67917.953125 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -67917.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -66281.882812 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -66281.88 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -66683.539062 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -66683.54 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -66866.718750 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -66866.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67024.195312 Penalty: 2329.287354
	Iteration 3F: 3 clusters Score -67024.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -67133.585938 Penalty: 2329.287354
	Iteration 4F: 3 clusters Score -67133.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -67261.046875 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -67261.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67409.523438 Penalty: 2329.287354
	Iteration 6F: 3 clusters Score -67409.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -67554.867188 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -67554.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67703.726562 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -67703.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67824.507812 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -67824.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67895.453125 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -67895.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67936.679688 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -67936.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67951.570312 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -67951.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67959.570312 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -67959.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67965.039062 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -67965.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67972.484375 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -67972.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67978.187500 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -67978.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67979.867188 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -67979.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67980.335938 Penalty: 2329.287354
	Iteration 18Q: 3 clusters Score -67980.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67980.335938 Penalty: 2329.287354
	Iteration 19F: 3 clusters Score -67980.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 875 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2837 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3962 members 
Mstep: Class 42 contains 421 members 
Entering Unmasked Estep 
Score: -12701978.000000 Penalty: 84375.257812
Splitting cluster 21 changes total score from -12702769.000000 to -12701978.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Entering Unmasked Estep 
Score: -576264.500000 Penalty: 1492.782593
	Iteration 0F: 2 clusters Score -576264.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -569214.687500 Penalty: 2985.565186
	Iteration 0F: 3 clusters Score -569214.7 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -571540.875000 Penalty: 2985.565186
	Iteration 1F: 3 clusters Score -571540.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -571824.687500 Penalty: 2985.565186
	Iteration 2F: 3 clusters Score -571824.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -572096.562500 Penalty: 2985.565186
	Iteration 3F: 3 clusters Score -572096.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -572386.562500 Penalty: 2985.565186
	Iteration 4F: 3 clusters Score -572386.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -572684.625000 Penalty: 2985.565186
	Iteration 5F: 3 clusters Score -572684.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -572981.000000 Penalty: 2985.565186
	Iteration 6Q: 3 clusters Score -572981 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -573351.937500 Penalty: 2985.565186
	Iteration 7F: 3 clusters Score -573351.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -573792.000000 Penalty: 2985.565186
	Iteration 8F: 3 clusters Score -573792 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -574250.875000 Penalty: 2985.565186
	Iteration 9F: 3 clusters Score -574250.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -574711.375000 Penalty: 2985.565186
	Iteration 10Q: 3 clusters Score -574711.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -575051.562500 Penalty: 2985.565186
	Iteration 11Q: 3 clusters Score -575051.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -575280.312500 Penalty: 2985.565186
	Iteration 12Q: 3 clusters Score -575280.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -575445.500000 Penalty: 2985.565186
	Iteration 13Q: 3 clusters Score -575445.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -575557.250000 Penalty: 2985.565186
	Iteration 14Q: 3 clusters Score -575557.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -575622.562500 Penalty: 2985.565186
	Iteration 15Q: 3 clusters Score -575622.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -575670.312500 Penalty: 2985.565186
	Iteration 16Q: 3 clusters Score -575670.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -575700.062500 Penalty: 2985.565186
	Iteration 17Q: 3 clusters Score -575700.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -575717.250000 Penalty: 2985.565186
	Iteration 18Q: 3 clusters Score -575717.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -575731.875000 Penalty: 2985.565186
	Iteration 19Q: 3 clusters Score -575731.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -575736.625000 Penalty: 2985.565186
	Iteration 20F: 3 clusters Score -575736.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -575748.375000 Penalty: 2985.565186
	Iteration 21Q: 3 clusters Score -575748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -575754.125000 Penalty: 2985.565186
	Iteration 22Q: 3 clusters Score -575754.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -575762.187500 Penalty: 2985.565186
	Iteration 23Q: 3 clusters Score -575762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -575765.750000 Penalty: 2985.565186
	Iteration 24Q: 3 clusters Score -575765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -575770.687500 Penalty: 2985.565186
	Iteration 25Q: 3 clusters Score -575770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -575780.437500 Penalty: 2985.565186
	Iteration 26Q: 3 clusters Score -575780.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -575818.750000 Penalty: 2985.565186
	Iteration 27Q: 3 clusters Score -575818.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -575900.000000 Penalty: 2985.565186
	Iteration 28Q: 3 clusters Score -575900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -576005.625000 Penalty: 2985.565186
	Iteration 29Q: 3 clusters Score -576005.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -576068.250000 Penalty: 2985.565186
	Iteration 30Q: 3 clusters Score -576068.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -576085.875000 Penalty: 2985.565186
	Iteration 31Q: 3 clusters Score -576085.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -576090.875000 Penalty: 2985.565186
	Iteration 32Q: 3 clusters Score -576090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -576093.875000 Penalty: 2985.565186
	Iteration 33Q: 3 clusters Score -576093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -576095.812500 Penalty: 2985.565186
	Iteration 34Q: 3 clusters Score -576095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -576096.500000 Penalty: 2985.565186
	Iteration 35Q: 3 clusters Score -576096.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -576096.500000 Penalty: 2985.565186
	Iteration 36F: 3 clusters Score -576096.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Entering Unmasked Estep 
Score: -1497390.500000 Penalty: 1646.562500
	Iteration 0F: 2 clusters Score -1497390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1480299.375000 Penalty: 3293.125000
	Iteration 0F: 3 clusters Score -1480299 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1486610.625000 Penalty: 3293.125000
	Iteration 1F: 3 clusters Score -1486611 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1486964.375000 Penalty: 3293.125000
	Iteration 2Q: 3 clusters Score -1486964 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1487306.375000 Penalty: 3293.125000
	Iteration 3Q: 3 clusters Score -1487306 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1487659.875000 Penalty: 3293.125000
	Iteration 4Q: 3 clusters Score -1487660 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1488086.750000 Penalty: 3293.125000
	Iteration 5Q: 3 clusters Score -1488087 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1488629.500000 Penalty: 3293.125000
	Iteration 6Q: 3 clusters Score -1488630 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1489375.500000 Penalty: 3293.125000
	Iteration 7F: 3 clusters Score -1489376 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1490401.375000 Penalty: 3293.125000
	Iteration 8F: 3 clusters Score -1490401 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1491638.250000 Penalty: 3293.125000
	Iteration 9F: 3 clusters Score -1491638 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1492913.000000 Penalty: 3293.125000
	Iteration 10F: 3 clusters Score -1492913 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1493998.500000 Penalty: 3293.125000
	Iteration 11F: 3 clusters Score -1493998 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1494811.250000 Penalty: 3293.125000
	Iteration 12Q: 3 clusters Score -1494811 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1495342.250000 Penalty: 3293.125000
	Iteration 13Q: 3 clusters Score -1495342 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1495619.750000 Penalty: 3293.125000
	Iteration 14Q: 3 clusters Score -1495620 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1495784.375000 Penalty: 3293.125000
	Iteration 15Q: 3 clusters Score -1495784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1495867.000000 Penalty: 3293.125000
	Iteration 16Q: 3 clusters Score -1495867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1495923.375000 Penalty: 3293.125000
	Iteration 17Q: 3 clusters Score -1495923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1495965.250000 Penalty: 3293.125000
	Iteration 18Q: 3 clusters Score -1495965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1495985.125000 Penalty: 3293.125000
	Iteration 19Q: 3 clusters Score -1495985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1495998.125000 Penalty: 3293.125000
	Iteration 20F: 3 clusters Score -1495998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1496008.375000 Penalty: 3293.125000
	Iteration 21Q: 3 clusters Score -1496008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1496016.875000 Penalty: 3293.125000
	Iteration 22Q: 3 clusters Score -1496017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1496021.250000 Penalty: 3293.125000
	Iteration 23Q: 3 clusters Score -1496021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1496023.625000 Penalty: 3293.125000
	Iteration 24Q: 3 clusters Score -1496024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1496026.625000 Penalty: 3293.125000
	Iteration 25Q: 3 clusters Score -1496027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1496030.375000 Penalty: 3293.125000
	Iteration 26Q: 3 clusters Score -1496030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1496033.375000 Penalty: 3293.125000
	Iteration 27Q: 3 clusters Score -1496033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1496034.125000 Penalty: 3293.125000
	Iteration 28Q: 3 clusters Score -1496034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1496034.125000 Penalty: 3293.125000
	Iteration 29F: 3 clusters Score -1496034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -134844.578125 Penalty: 1260.867920
	Iteration 0F: 2 clusters Score -134844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -132559.375000 Penalty: 2521.735840
	Iteration 0F: 3 clusters Score -132559.4 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133053.109375 Penalty: 2521.735840
	Iteration 1F: 3 clusters Score -133053.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -133178.859375 Penalty: 2521.735840
	Iteration 2F: 3 clusters Score -133178.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -133269.796875 Penalty: 2521.735840
	Iteration 3Q: 3 clusters Score -133269.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -133348.593750 Penalty: 2521.735840
	Iteration 4Q: 3 clusters Score -133348.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133443.781250 Penalty: 2521.735840
	Iteration 5Q: 3 clusters Score -133443.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133595.187500 Penalty: 2521.735840
	Iteration 6Q: 3 clusters Score -133595.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -133769.093750 Penalty: 2521.735840
	Iteration 7F: 3 clusters Score -133769.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133948.609375 Penalty: 2521.735840
	Iteration 8F: 3 clusters Score -133948.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134067.046875 Penalty: 2521.735840
	Iteration 9Q: 3 clusters Score -134067 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134186.265625 Penalty: 2521.735840
	Iteration 10Q: 3 clusters Score -134186.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134263.000000 Penalty: 2521.735840
	Iteration 11Q: 3 clusters Score -134263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134305.453125 Penalty: 2521.735840
	Iteration 12Q: 3 clusters Score -134305.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134331.640625 Penalty: 2521.735840
	Iteration 13Q: 3 clusters Score -134331.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -134351.078125 Penalty: 2521.735840
	Iteration 14Q: 3 clusters Score -134351.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134365.812500 Penalty: 2521.735840
	Iteration 15Q: 3 clusters Score -134365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134374.062500 Penalty: 2521.735840
	Iteration 16Q: 3 clusters Score -134374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134380.734375 Penalty: 2521.735840
	Iteration 17Q: 3 clusters Score -134380.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134383.921875 Penalty: 2521.735840
	Iteration 18Q: 3 clusters Score -134383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -134388.812500 Penalty: 2521.735840
	Iteration 19Q: 3 clusters Score -134388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -134392.578125 Penalty: 2521.735840
	Iteration 20F: 3 clusters Score -134392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134394.312500 Penalty: 2521.735840
	Iteration 21Q: 3 clusters Score -134394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -134396.015625 Penalty: 2521.735840
	Iteration 22Q: 3 clusters Score -134396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134396.890625 Penalty: 2521.735840
	Iteration 23Q: 3 clusters Score -134396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134399.000000 Penalty: 2521.735840
	Iteration 24Q: 3 clusters Score -134399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134399.125000 Penalty: 2521.735840
	Iteration 25Q: 3 clusters Score -134399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134400.406250 Penalty: 2521.735840
	Iteration 26Q: 3 clusters Score -134400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134400.406250 Penalty: 2521.735840
	Iteration 27F: 3 clusters Score -134400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -72241.445312 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -72241.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70642.718750 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -70642.72 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -70920.382812 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -70920.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71009.117188 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -71009.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71079.679688 Penalty: 2318.321289
	Iteration 3Q: 3 clusters Score -71079.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71107.750000 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -71107.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71126.117188 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -71126.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -71144.179688 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -71144.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71157.148438 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -71157.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -71166.382812 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -71166.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -71173.882812 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -71173.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -71183.953125 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -71183.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71194.984375 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -71194.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71205.539062 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -71205.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71218.109375 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -71218.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71226.132812 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -71226.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71228.851562 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -71228.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -71230.226562 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -71230.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71231.031250 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -71231.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71231.031250 Penalty: 2318.321289
	Iteration 18F: 3 clusters Score -71231.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -650672.500000 Penalty: 1514.980103
	Iteration 0F: 2 clusters Score -650672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -642759.062500 Penalty: 3029.960205
	Iteration 0F: 3 clusters Score -642759.1 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -645473.187500 Penalty: 3029.960205
	Iteration 1F: 3 clusters Score -645473.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -645703.562500 Penalty: 3029.960205
	Iteration 2F: 3 clusters Score -645703.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -645909.000000 Penalty: 3029.960205
	Iteration 3Q: 3 clusters Score -645909 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -646123.562500 Penalty: 3029.960205
	Iteration 4Q: 3 clusters Score -646123.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -646333.250000 Penalty: 3029.960205
	Iteration 5Q: 3 clusters Score -646333.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -646550.687500 Penalty: 3029.960205
	Iteration 6Q: 3 clusters Score -646550.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -646794.250000 Penalty: 3029.960205
	Iteration 7Q: 3 clusters Score -646794.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -647075.875000 Penalty: 3029.960205
	Iteration 8Q: 3 clusters Score -647075.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -647308.875000 Penalty: 3029.960205
	Iteration 9Q: 3 clusters Score -647308.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -647512.750000 Penalty: 3029.960205
	Iteration 10Q: 3 clusters Score -647512.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -647692.250000 Penalty: 3029.960205
	Iteration 11Q: 3 clusters Score -647692.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -647859.000000 Penalty: 3029.960205
	Iteration 12Q: 3 clusters Score -647859 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -648016.625000 Penalty: 3029.960205
	Iteration 13Q: 3 clusters Score -648016.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -648153.562500 Penalty: 3029.960205
	Iteration 14Q: 3 clusters Score -648153.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -648281.000000 Penalty: 3029.960205
	Iteration 15Q: 3 clusters Score -648281 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -648393.562500 Penalty: 3029.960205
	Iteration 16Q: 3 clusters Score -648393.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -648521.312500 Penalty: 3029.960205
	Iteration 17Q: 3 clusters Score -648521.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -648630.812500 Penalty: 3029.960205
	Iteration 18Q: 3 clusters Score -648630.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -648741.562500 Penalty: 3029.960205
	Iteration 19Q: 3 clusters Score -648741.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -648848.312500 Penalty: 3029.960205
	Iteration 20F: 3 clusters Score -648848.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -648938.375000 Penalty: 3029.960205
	Iteration 21Q: 3 clusters Score -648938.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -649016.000000 Penalty: 3029.960205
	Iteration 22Q: 3 clusters Score -649016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -649078.437500 Penalty: 3029.960205
	Iteration 23Q: 3 clusters Score -649078.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -649150.375000 Penalty: 3029.960205
	Iteration 24Q: 3 clusters Score -649150.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -649202.000000 Penalty: 3029.960205
	Iteration 25Q: 3 clusters Score -649202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -649239.937500 Penalty: 3029.960205
	Iteration 26Q: 3 clusters Score -649239.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -649281.000000 Penalty: 3029.960205
	Iteration 27Q: 3 clusters Score -649281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -649308.812500 Penalty: 3029.960205
	Iteration 28Q: 3 clusters Score -649308.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -649330.625000 Penalty: 3029.960205
	Iteration 29Q: 3 clusters Score -649330.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -649341.312500 Penalty: 3029.960205
	Iteration 30Q: 3 clusters Score -649341.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -649348.312500 Penalty: 3029.960205
	Iteration 31Q: 3 clusters Score -649348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -649355.687500 Penalty: 3029.960205
	Iteration 32Q: 3 clusters Score -649355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -649364.937500 Penalty: 3029.960205
	Iteration 33Q: 3 clusters Score -649364.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -649371.750000 Penalty: 3029.960205
	Iteration 34Q: 3 clusters Score -649371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -649377.625000 Penalty: 3029.960205
	Iteration 35Q: 3 clusters Score -649377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -649385.625000 Penalty: 3029.960205
	Iteration 36Q: 3 clusters Score -649385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -649389.125000 Penalty: 3029.960205
	Iteration 37Q: 3 clusters Score -649389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -649390.312500 Penalty: 3029.960205
	Iteration 38Q: 3 clusters Score -649390.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -649392.125000 Penalty: 3029.960205
	Iteration 39Q: 3 clusters Score -649392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -649393.250000 Penalty: 3029.960205
	Iteration 40F: 3 clusters Score -649393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Entering Unmasked Estep 
Score: -544288.312500 Penalty: 1483.958862
	Iteration 0F: 2 clusters Score -544288.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -537599.562500 Penalty: 2967.917725
	Iteration 0F: 3 clusters Score -537599.6 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -539820.375000 Penalty: 2967.917725
	Iteration 1F: 3 clusters Score -539820.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -540130.937500 Penalty: 2967.917725
	Iteration 2F: 3 clusters Score -540130.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -540394.750000 Penalty: 2967.917725
	Iteration 3F: 3 clusters Score -540394.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -540633.687500 Penalty: 2967.917725
	Iteration 4F: 3 clusters Score -540633.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -540862.187500 Penalty: 2967.917725
	Iteration 5Q: 3 clusters Score -540862.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -541116.125000 Penalty: 2967.917725
	Iteration 6Q: 3 clusters Score -541116.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -541344.625000 Penalty: 2967.917725
	Iteration 7Q: 3 clusters Score -541344.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -541563.250000 Penalty: 2967.917725
	Iteration 8Q: 3 clusters Score -541563.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -541803.000000 Penalty: 2967.917725
	Iteration 9Q: 3 clusters Score -541803 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -542029.750000 Penalty: 2967.917725
	Iteration 10Q: 3 clusters Score -542029.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -542186.687500 Penalty: 2967.917725
	Iteration 11Q: 3 clusters Score -542186.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -542289.187500 Penalty: 2967.917725
	Iteration 12Q: 3 clusters Score -542289.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -542364.875000 Penalty: 2967.917725
	Iteration 13Q: 3 clusters Score -542364.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -542424.062500 Penalty: 2967.917725
	Iteration 14Q: 3 clusters Score -542424.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -542472.250000 Penalty: 2967.917725
	Iteration 15Q: 3 clusters Score -542472.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -542519.312500 Penalty: 2967.917725
	Iteration 16Q: 3 clusters Score -542519.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -542572.687500 Penalty: 2967.917725
	Iteration 17Q: 3 clusters Score -542572.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -542617.875000 Penalty: 2967.917725
	Iteration 18Q: 3 clusters Score -542617.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -542657.812500 Penalty: 2967.917725
	Iteration 19Q: 3 clusters Score -542657.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -542696.750000 Penalty: 2967.917725
	Iteration 20F: 3 clusters Score -542696.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -542735.562500 Penalty: 2967.917725
	Iteration 21Q: 3 clusters Score -542735.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -542772.750000 Penalty: 2967.917725
	Iteration 22Q: 3 clusters Score -542772.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -542798.250000 Penalty: 2967.917725
	Iteration 23Q: 3 clusters Score -542798.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -542819.375000 Penalty: 2967.917725
	Iteration 24Q: 3 clusters Score -542819.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -542840.812500 Penalty: 2967.917725
	Iteration 25Q: 3 clusters Score -542840.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -542860.437500 Penalty: 2967.917725
	Iteration 26Q: 3 clusters Score -542860.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -542878.000000 Penalty: 2967.917725
	Iteration 27Q: 3 clusters Score -542878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -542894.500000 Penalty: 2967.917725
	Iteration 28Q: 3 clusters Score -542894.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -542906.812500 Penalty: 2967.917725
	Iteration 29Q: 3 clusters Score -542906.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -542917.812500 Penalty: 2967.917725
	Iteration 30Q: 3 clusters Score -542917.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -542930.937500 Penalty: 2967.917725
	Iteration 31Q: 3 clusters Score -542930.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -542945.375000 Penalty: 2967.917725
	Iteration 32Q: 3 clusters Score -542945.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -542956.375000 Penalty: 2967.917725
	Iteration 33Q: 3 clusters Score -542956.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -542962.625000 Penalty: 2967.917725
	Iteration 34Q: 3 clusters Score -542962.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -542968.625000 Penalty: 2967.917725
	Iteration 35Q: 3 clusters Score -542968.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -542971.937500 Penalty: 2967.917725
	Iteration 36Q: 3 clusters Score -542971.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -542973.812500 Penalty: 2967.917725
	Iteration 37Q: 3 clusters Score -542973.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -542976.687500 Penalty: 2967.917725
	Iteration 38Q: 3 clusters Score -542976.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -542979.125000 Penalty: 2967.917725
	Iteration 39Q: 3 clusters Score -542979.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -542981.187500 Penalty: 2967.917725
	Iteration 40F: 3 clusters Score -542981.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -542983.812500 Penalty: 2967.917725
	Iteration 41Q: 3 clusters Score -542983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -542984.750000 Penalty: 2967.917725
	Iteration 42Q: 3 clusters Score -542984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -542984.812500 Penalty: 2967.917725
	Iteration 43Q: 3 clusters Score -542984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -542987.625000 Penalty: 2967.917725
	Iteration 44Q: 3 clusters Score -542987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -542987.250000 Penalty: 2967.917725
	Iteration 45Q: 3 clusters Score -542987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -542989.375000 Penalty: 2967.917725
	Iteration 46Q: 3 clusters Score -542989.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -542990.500000 Penalty: 2967.917725
	Iteration 47Q: 3 clusters Score -542990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -542989.812500 Penalty: 2967.917725
	Iteration 48Q: 3 clusters Score -542989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -542990.375000 Penalty: 2967.917725
	Iteration 49Q: 3 clusters Score -542990.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -542990.375000 Penalty: 2967.917725
	Iteration 50F: 3 clusters Score -542990.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -64489.199219 Penalty: 1144.513550
	Iteration 0F: 2 clusters Score -64489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62946.437500 Penalty: 2289.027100
	Iteration 0F: 3 clusters Score -62946.44 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -63201.476562 Penalty: 2289.027100
	Iteration 1F: 3 clusters Score -63201.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63260.117188 Penalty: 2289.027100
	Iteration 2F: 3 clusters Score -63260.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63286.269531 Penalty: 2289.027100
	Iteration 3Q: 3 clusters Score -63286.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -63300.890625 Penalty: 2289.027100
	Iteration 4Q: 3 clusters Score -63300.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63316.367188 Penalty: 2289.027100
	Iteration 5Q: 3 clusters Score -63316.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -63328.761719 Penalty: 2289.027100
	Iteration 6Q: 3 clusters Score -63328.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -63338.847656 Penalty: 2289.027100
	Iteration 7Q: 3 clusters Score -63338.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -63345.796875 Penalty: 2289.027100
	Iteration 8Q: 3 clusters Score -63345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -63350.089844 Penalty: 2289.027100
	Iteration 9Q: 3 clusters Score -63350.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -63353.289062 Penalty: 2289.027100
	Iteration 10Q: 3 clusters Score -63353.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63354.816406 Penalty: 2289.027100
	Iteration 11Q: 3 clusters Score -63354.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -63357.414062 Penalty: 2289.027100
	Iteration 12Q: 3 clusters Score -63357.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -63364.500000 Penalty: 2289.027100
	Iteration 13Q: 3 clusters Score -63364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -63368.671875 Penalty: 2289.027100
	Iteration 14Q: 3 clusters Score -63368.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -63369.734375 Penalty: 2289.027100
	Iteration 15Q: 3 clusters Score -63369.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -63370.753906 Penalty: 2289.027100
	Iteration 16Q: 3 clusters Score -63370.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -63372.632812 Penalty: 2289.027100
	Iteration 17Q: 3 clusters Score -63372.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -63374.199219 Penalty: 2289.027100
	Iteration 18Q: 3 clusters Score -63374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -63375.937500 Penalty: 2289.027100
	Iteration 19Q: 3 clusters Score -63375.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -63379.335938 Penalty: 2289.027100
	Iteration 20F: 3 clusters Score -63379.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63381.136719 Penalty: 2289.027100
	Iteration 21Q: 3 clusters Score -63381.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -63381.472656 Penalty: 2289.027100
	Iteration 22Q: 3 clusters Score -63381.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63382.054688 Penalty: 2289.027100
	Iteration 23Q: 3 clusters Score -63382.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63382.914062 Penalty: 2289.027100
	Iteration 24Q: 3 clusters Score -63382.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -63385.183594 Penalty: 2289.027100
	Iteration 25Q: 3 clusters Score -63385.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63387.710938 Penalty: 2289.027100
	Iteration 26Q: 3 clusters Score -63387.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -63389.867188 Penalty: 2289.027100
	Iteration 27Q: 3 clusters Score -63389.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -63391.550781 Penalty: 2289.027100
	Iteration 28Q: 3 clusters Score -63391.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -63392.382812 Penalty: 2289.027100
	Iteration 29Q: 3 clusters Score -63392.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -63392.933594 Penalty: 2289.027100
	Iteration 30Q: 3 clusters Score -63392.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -63392.933594 Penalty: 2289.027100
	Iteration 31F: 3 clusters Score -63392.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -195548.390625 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -195548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -192450.421875 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -192450.4 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -193256.375000 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -193256.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -193424.859375 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -193424.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -193538.234375 Penalty: 2658.968018
	Iteration 3Q: 3 clusters Score -193538.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -193629.453125 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -193629.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -193713.046875 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -193713 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -193781.531250 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -193781.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -193819.750000 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -193819.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -193857.203125 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -193857.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -193891.703125 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -193891.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -193922.859375 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -193922.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -193952.875000 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -193952.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -193981.796875 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -193981.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -194018.703125 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -194018.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -194068.500000 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -194068.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -194125.578125 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -194125.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -194170.468750 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -194170.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -194221.031250 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -194221 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -194277.890625 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -194277.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -194321.609375 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -194321.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -194355.812500 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -194355.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -194389.406250 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -194389.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -194413.359375 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -194413.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -194449.328125 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -194449.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -194490.312500 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -194490.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -194526.578125 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -194526.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -194563.109375 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -194563.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -194596.171875 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -194596.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -194637.562500 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -194637.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -194681.171875 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -194681.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -194713.781250 Penalty: 2658.968018
	Iteration 30Q: 3 clusters Score -194713.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -194737.000000 Penalty: 2658.968018
	Iteration 31Q: 3 clusters Score -194737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -194751.453125 Penalty: 2658.968018
	Iteration 32Q: 3 clusters Score -194751.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -194764.046875 Penalty: 2658.968018
	Iteration 33Q: 3 clusters Score -194764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -194770.734375 Penalty: 2658.968018
	Iteration 34Q: 3 clusters Score -194770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -194775.375000 Penalty: 2658.968018
	Iteration 35Q: 3 clusters Score -194775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -194778.718750 Penalty: 2658.968018
	Iteration 36Q: 3 clusters Score -194778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -194780.531250 Penalty: 2658.968018
	Iteration 37Q: 3 clusters Score -194780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -194781.421875 Penalty: 2658.968018
	Iteration 38Q: 3 clusters Score -194781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -194781.250000 Penalty: 2658.968018
	Iteration 39Q: 3 clusters Score -194781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -194781.578125 Penalty: 2658.968018
	Iteration 40F: 3 clusters Score -194781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -161072.468750 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -161072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -158476.937500 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -158476.9 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -159359.140625 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -159359.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -159634.953125 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -159635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -159860.312500 Penalty: 2583.913330
	Iteration 3F: 3 clusters Score -159860.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160067.218750 Penalty: 2583.913330
	Iteration 4F: 3 clusters Score -160067.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -160235.562500 Penalty: 2583.913330
	Iteration 5F: 3 clusters Score -160235.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -160331.640625 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -160331.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160401.343750 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -160401.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160454.312500 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -160454.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -160479.468750 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -160479.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -160502.218750 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -160502.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160515.218750 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -160515.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160526.609375 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -160526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -160535.593750 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -160535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160548.859375 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -160548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160556.546875 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -160556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160567.218750 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -160567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160575.468750 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -160575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -160586.125000 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -160586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -160601.546875 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -160601.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160609.734375 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -160609.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160618.093750 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -160618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -160625.015625 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -160625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160629.281250 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -160629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160631.468750 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -160631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160634.890625 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -160634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -160642.546875 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -160642.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160660.156250 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -160660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -160684.531250 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -160684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160705.609375 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -160705.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160719.781250 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -160719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160729.750000 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -160729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160738.796875 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -160738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160745.937500 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -160745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160753.203125 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -160753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160762.937500 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -160762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -160776.171875 Penalty: 2583.913330
	Iteration 36Q: 3 clusters Score -160776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160790.281250 Penalty: 2583.913330
	Iteration 37Q: 3 clusters Score -160790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160826.375000 Penalty: 2583.913330
	Iteration 38Q: 3 clusters Score -160826.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160883.078125 Penalty: 2583.913330
	Iteration 39Q: 3 clusters Score -160883.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160955.609375 Penalty: 2583.913330
	Iteration 40F: 3 clusters Score -160955.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161038.421875 Penalty: 2583.913330
	Iteration 41Q: 3 clusters Score -161038.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161084.781250 Penalty: 2583.913330
	Iteration 42Q: 3 clusters Score -161084.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161103.484375 Penalty: 2583.913330
	Iteration 43Q: 3 clusters Score -161103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161107.453125 Penalty: 2583.913330
	Iteration 44Q: 3 clusters Score -161107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161108.687500 Penalty: 2583.913330
	Iteration 45Q: 3 clusters Score -161108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161110.484375 Penalty: 2583.913330
	Iteration 46Q: 3 clusters Score -161110.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161112.500000 Penalty: 2583.913330
	Iteration 47Q: 3 clusters Score -161112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161112.640625 Penalty: 2583.913330
	Iteration 48Q: 3 clusters Score -161112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161113.562500 Penalty: 2583.913330
	Iteration 49Q: 3 clusters Score -161113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161113.562500 Penalty: 2583.913330
	Iteration 50F: 3 clusters Score -161113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2202 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3962 members 
Mstep: Class 42 contains 635 members 
Entering Unmasked Estep 
Score: -12702086.000000 Penalty: 84375.257812
Splitting cluster 30 changes total score from -12702769.000000 to -12702086.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -112176.070312 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -112176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -110109.210938 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -110109.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -110569.757812 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -110569.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -110661.398438 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -110661.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -110712.976562 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -110713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -110743.585938 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -110743.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -110761.601562 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -110761.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110775.039062 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -110775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -110792.085938 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -110792.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -110808.671875 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -110808.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110820.343750 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -110820.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -110828.562500 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -110828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -110833.953125 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -110834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -110838.203125 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -110838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -110842.421875 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -110842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -110843.812500 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -110843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -110844.882812 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -110844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -110844.882812 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -110844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -110844.882812 Penalty: 2477.683594
	Iteration 17F: 3 clusters Score -110844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -28018.832031 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -28018.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26876.283203 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -26876.28 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27078.523438 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -27078.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -27172.232422 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -27172.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27231.759766 Penalty: 2062.331787
	Iteration 3Q: 3 clusters Score -27231.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -27282.291016 Penalty: 2062.331787
	Iteration 4Q: 3 clusters Score -27282.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27338.091797 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -27338.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -27394.521484 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -27394.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27438.470703 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -27438.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27482.835938 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -27482.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27504.990234 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -27504.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27513.458984 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -27513.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27518.197266 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -27518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27522.908203 Penalty: 2062.331787
	Iteration 12Q: 3 clusters Score -27522.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27525.185547 Penalty: 2062.331787
	Iteration 13Q: 3 clusters Score -27525.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -27525.185547 Penalty: 2062.331787
	Iteration 14F: 3 clusters Score -27525.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -78123.687500 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -78123.69 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 645 members 
Entering Unmasked Estep 
Score: -76494.960938 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -76494.96 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -76847.492188 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -76847.49 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -76932.507812 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -76932.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76973.796875 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -76973.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76991.859375 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -76991.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77010.226562 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -77010.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77025.203125 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -77025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77042.945312 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -77042.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77058.500000 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -77058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77066.937500 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -77066.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77073.710938 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -77073.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77086.070312 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -77086.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77104.695312 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -77104.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77119.976562 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -77119.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77129.328125 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -77129.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77135.492188 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -77135.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77141.031250 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -77141.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77149.101562 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -77149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77157.367188 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -77157.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77163.164062 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -77163.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -77165.039062 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -77165.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77165.734375 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -77165.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77165.734375 Penalty: 2335.004395
	Iteration 22F: 3 clusters Score -77165.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -125626.164062 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -125626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -123423.882812 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -123423.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -123966.937500 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -123966.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -124108.250000 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -124108.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -124190.906250 Penalty: 2493.797363
	Iteration 3F: 3 clusters Score -124190.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -124253.414062 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -124253.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -124299.585938 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -124299.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -124335.429688 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -124335.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -124362.117188 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -124362.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -124383.906250 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -124383.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -124408.625000 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -124408.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124429.289062 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -124429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -124442.804688 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -124442.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -124456.750000 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -124456.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124463.015625 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -124463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124468.304688 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -124468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124475.156250 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -124475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124478.515625 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -124478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124479.812500 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -124479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124481.382812 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -124481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124487.109375 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -124487.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124493.437500 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -124493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -124498.085938 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -124498.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124501.945312 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -124501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124503.945312 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -124503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -124506.828125 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -124506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124509.062500 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -124509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124512.984375 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -124513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -124516.742188 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -124516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124521.531250 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -124521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -124527.023438 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -124527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124531.437500 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -124531.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124540.007812 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -124540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124548.539062 Penalty: 2493.797363
	Iteration 32Q: 3 clusters Score -124548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124558.773438 Penalty: 2493.797363
	Iteration 33Q: 3 clusters Score -124558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124572.812500 Penalty: 2493.797363
	Iteration 34Q: 3 clusters Score -124572.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -124587.921875 Penalty: 2493.797363
	Iteration 35Q: 3 clusters Score -124587.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -124600.093750 Penalty: 2493.797363
	Iteration 36Q: 3 clusters Score -124600.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124612.687500 Penalty: 2493.797363
	Iteration 37Q: 3 clusters Score -124612.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -124619.671875 Penalty: 2493.797363
	Iteration 38Q: 3 clusters Score -124619.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -124623.632812 Penalty: 2493.797363
	Iteration 39Q: 3 clusters Score -124623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -124626.695312 Penalty: 2493.797363
	Iteration 40F: 3 clusters Score -124626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -124634.671875 Penalty: 2493.797363
	Iteration 41Q: 3 clusters Score -124634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124644.359375 Penalty: 2493.797363
	Iteration 42Q: 3 clusters Score -124644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -124654.882812 Penalty: 2493.797363
	Iteration 43Q: 3 clusters Score -124654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124663.390625 Penalty: 2493.797363
	Iteration 44Q: 3 clusters Score -124663.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124671.515625 Penalty: 2493.797363
	Iteration 45Q: 3 clusters Score -124671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124676.929688 Penalty: 2493.797363
	Iteration 46Q: 3 clusters Score -124676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124680.875000 Penalty: 2493.797363
	Iteration 47Q: 3 clusters Score -124680.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124684.335938 Penalty: 2493.797363
	Iteration 48Q: 3 clusters Score -124684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124686.109375 Penalty: 2493.797363
	Iteration 49Q: 3 clusters Score -124686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124686.109375 Penalty: 2493.797363
	Iteration 50F: 3 clusters Score -124686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -199605.312500 Penalty: 1319.499023
	Iteration 0F: 2 clusters Score -199605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -196688.312500 Penalty: 2638.998047
	Iteration 0F: 3 clusters Score -196688.3 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -197457.437500 Penalty: 2638.998047
	Iteration 1F: 3 clusters Score -197457.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -197627.437500 Penalty: 2638.998047
	Iteration 2F: 3 clusters Score -197627.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -197780.765625 Penalty: 2638.998047
	Iteration 3F: 3 clusters Score -197780.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -197978.125000 Penalty: 2638.998047
	Iteration 4F: 3 clusters Score -197978.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -198202.031250 Penalty: 2638.998047
	Iteration 5F: 3 clusters Score -198202 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -198430.203125 Penalty: 2638.998047
	Iteration 6F: 3 clusters Score -198430.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -198600.187500 Penalty: 2638.998047
	Iteration 7Q: 3 clusters Score -198600.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -198747.218750 Penalty: 2638.998047
	Iteration 8Q: 3 clusters Score -198747.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -198858.390625 Penalty: 2638.998047
	Iteration 9Q: 3 clusters Score -198858.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -198962.453125 Penalty: 2638.998047
	Iteration 10Q: 3 clusters Score -198962.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -199062.359375 Penalty: 2638.998047
	Iteration 11Q: 3 clusters Score -199062.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -199129.203125 Penalty: 2638.998047
	Iteration 12Q: 3 clusters Score -199129.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -199166.484375 Penalty: 2638.998047
	Iteration 13Q: 3 clusters Score -199166.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -199182.640625 Penalty: 2638.998047
	Iteration 14Q: 3 clusters Score -199182.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -199193.187500 Penalty: 2638.998047
	Iteration 15Q: 3 clusters Score -199193.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -199208.109375 Penalty: 2638.998047
	Iteration 16Q: 3 clusters Score -199208.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -199225.953125 Penalty: 2638.998047
	Iteration 17Q: 3 clusters Score -199226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -199237.375000 Penalty: 2638.998047
	Iteration 18Q: 3 clusters Score -199237.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -199244.859375 Penalty: 2638.998047
	Iteration 19Q: 3 clusters Score -199244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -199251.828125 Penalty: 2638.998047
	Iteration 20F: 3 clusters Score -199251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -199255.515625 Penalty: 2638.998047
	Iteration 21Q: 3 clusters Score -199255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -199259.312500 Penalty: 2638.998047
	Iteration 22Q: 3 clusters Score -199259.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -199261.875000 Penalty: 2638.998047
	Iteration 23Q: 3 clusters Score -199261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -199265.109375 Penalty: 2638.998047
	Iteration 24Q: 3 clusters Score -199265.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -199271.046875 Penalty: 2638.998047
	Iteration 25Q: 3 clusters Score -199271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -199279.578125 Penalty: 2638.998047
	Iteration 26Q: 3 clusters Score -199279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -199283.781250 Penalty: 2638.998047
	Iteration 27Q: 3 clusters Score -199283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -199287.000000 Penalty: 2638.998047
	Iteration 28Q: 3 clusters Score -199287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -199292.765625 Penalty: 2638.998047
	Iteration 29Q: 3 clusters Score -199292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -199296.453125 Penalty: 2638.998047
	Iteration 30Q: 3 clusters Score -199296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -199304.046875 Penalty: 2638.998047
	Iteration 31Q: 3 clusters Score -199304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -199309.500000 Penalty: 2638.998047
	Iteration 32Q: 3 clusters Score -199309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -199314.609375 Penalty: 2638.998047
	Iteration 33Q: 3 clusters Score -199314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -199320.171875 Penalty: 2638.998047
	Iteration 34Q: 3 clusters Score -199320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -199322.921875 Penalty: 2638.998047
	Iteration 35Q: 3 clusters Score -199322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -199325.937500 Penalty: 2638.998047
	Iteration 36Q: 3 clusters Score -199325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -199327.390625 Penalty: 2638.998047
	Iteration 37Q: 3 clusters Score -199327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -199328.359375 Penalty: 2638.998047
	Iteration 38Q: 3 clusters Score -199328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -199328.156250 Penalty: 2638.998047
	Iteration 39Q: 3 clusters Score -199328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -199328.750000 Penalty: 2638.998047
	Iteration 40F: 3 clusters Score -199328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -199329.656250 Penalty: 2638.998047
	Iteration 41Q: 3 clusters Score -199329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -199331.484375 Penalty: 2638.998047
	Iteration 42Q: 3 clusters Score -199331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -199331.812500 Penalty: 2638.998047
	Iteration 43Q: 3 clusters Score -199331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -199332.625000 Penalty: 2638.998047
	Iteration 44Q: 3 clusters Score -199332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -199332.625000 Penalty: 2638.998047
	Iteration 45F: 3 clusters Score -199332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -35739.769531 Penalty: 1101.921875
	Iteration 0F: 2 clusters Score -35739.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34415.601562 Penalty: 2203.843750
	Iteration 0F: 3 clusters Score -34415.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -34776.402344 Penalty: 2203.843750
	Iteration 1F: 3 clusters Score -34776.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -34901.933594 Penalty: 2203.843750
	Iteration 2F: 3 clusters Score -34901.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34999.792969 Penalty: 2203.843750
	Iteration 3F: 3 clusters Score -34999.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -35139.664062 Penalty: 2203.843750
	Iteration 4Q: 3 clusters Score -35139.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35260.855469 Penalty: 2203.843750
	Iteration 5Q: 3 clusters Score -35260.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -35361.058594 Penalty: 2203.843750
	Iteration 6Q: 3 clusters Score -35361.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35490.328125 Penalty: 2203.843750
	Iteration 7Q: 3 clusters Score -35490.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35614.468750 Penalty: 2203.843750
	Iteration 8F: 3 clusters Score -35614.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35685.292969 Penalty: 2203.843750
	Iteration 9Q: 3 clusters Score -35685.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35744.468750 Penalty: 2203.843750
	Iteration 10Q: 3 clusters Score -35744.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35798.078125 Penalty: 2203.843750
	Iteration 11Q: 3 clusters Score -35798.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35832.039062 Penalty: 2203.843750
	Iteration 12Q: 3 clusters Score -35832.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -35847.242188 Penalty: 2203.843750
	Iteration 13Q: 3 clusters Score -35847.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35862.394531 Penalty: 2203.843750
	Iteration 14Q: 3 clusters Score -35862.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -35868.355469 Penalty: 2203.843750
	Iteration 15Q: 3 clusters Score -35868.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35878.398438 Penalty: 2203.843750
	Iteration 16Q: 3 clusters Score -35878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -35880.031250 Penalty: 2203.843750
	Iteration 17Q: 3 clusters Score -35880.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35880.765625 Penalty: 2203.843750
	Iteration 18Q: 3 clusters Score -35880.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35882.632812 Penalty: 2203.843750
	Iteration 19Q: 3 clusters Score -35882.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35883.976562 Penalty: 2203.843750
	Iteration 20F: 3 clusters Score -35883.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35886.976562 Penalty: 2203.843750
	Iteration 21Q: 3 clusters Score -35886.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35887.593750 Penalty: 2203.843750
	Iteration 22Q: 3 clusters Score -35887.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35888.406250 Penalty: 2203.843750
	Iteration 23Q: 3 clusters Score -35888.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35888.406250 Penalty: 2203.843750
	Iteration 24F: 3 clusters Score -35888.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2837 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 579 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3962 members 
Mstep: Class 42 contains 302 members 
Entering Unmasked Estep 
Score: -12702007.000000 Penalty: 84375.257812
Splitting cluster 36 changes total score from -12702769.000000 to -12702007.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -57795.621094 Penalty: 1129.351685
	Iteration 0F: 2 clusters Score -57795.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56347.515625 Penalty: 2258.703369
	Iteration 0F: 3 clusters Score -56347.52 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -56631.617188 Penalty: 2258.703369
	Iteration 1F: 3 clusters Score -56631.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56695.097656 Penalty: 2258.703369
	Iteration 2F: 3 clusters Score -56695.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -56753.941406 Penalty: 2258.703369
	Iteration 3Q: 3 clusters Score -56753.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56818.878906 Penalty: 2258.703369
	Iteration 4Q: 3 clusters Score -56818.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -56946.503906 Penalty: 2258.703369
	Iteration 5Q: 3 clusters Score -56946.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -57022.441406 Penalty: 2258.703369
	Iteration 6Q: 3 clusters Score -57022.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -57048.957031 Penalty: 2258.703369
	Iteration 7Q: 3 clusters Score -57048.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -57073.261719 Penalty: 2258.703369
	Iteration 8Q: 3 clusters Score -57073.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -57090.308594 Penalty: 2258.703369
	Iteration 9Q: 3 clusters Score -57090.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -57099.906250 Penalty: 2258.703369
	Iteration 10Q: 3 clusters Score -57099.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57120.000000 Penalty: 2258.703369
	Iteration 11Q: 3 clusters Score -57120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -57130.714844 Penalty: 2258.703369
	Iteration 12Q: 3 clusters Score -57130.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -57143.925781 Penalty: 2258.703369
	Iteration 13Q: 3 clusters Score -57143.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -57156.765625 Penalty: 2258.703369
	Iteration 14Q: 3 clusters Score -57156.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57170.781250 Penalty: 2258.703369
	Iteration 15Q: 3 clusters Score -57170.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -57183.093750 Penalty: 2258.703369
	Iteration 16Q: 3 clusters Score -57183.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57203.015625 Penalty: 2258.703369
	Iteration 17Q: 3 clusters Score -57203.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -57219.804688 Penalty: 2258.703369
	Iteration 18Q: 3 clusters Score -57219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -57240.187500 Penalty: 2258.703369
	Iteration 19Q: 3 clusters Score -57240.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -57252.304688 Penalty: 2258.703369
	Iteration 20F: 3 clusters Score -57252.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -57261.500000 Penalty: 2258.703369
	Iteration 21Q: 3 clusters Score -57261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -57271.035156 Penalty: 2258.703369
	Iteration 22Q: 3 clusters Score -57271.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -57282.789062 Penalty: 2258.703369
	Iteration 23Q: 3 clusters Score -57282.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -57296.007812 Penalty: 2258.703369
	Iteration 24Q: 3 clusters Score -57296.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -57305.570312 Penalty: 2258.703369
	Iteration 25Q: 3 clusters Score -57305.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -57313.886719 Penalty: 2258.703369
	Iteration 26Q: 3 clusters Score -57313.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -57321.605469 Penalty: 2258.703369
	Iteration 27Q: 3 clusters Score -57321.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -57324.601562 Penalty: 2258.703369
	Iteration 28Q: 3 clusters Score -57324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -57327.308594 Penalty: 2258.703369
	Iteration 29Q: 3 clusters Score -57327.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -57328.199219 Penalty: 2258.703369
	Iteration 30Q: 3 clusters Score -57328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -57328.199219 Penalty: 2258.703369
	Iteration 31F: 3 clusters Score -57328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -364278.468750 Penalty: 1418.684692
	Iteration 0F: 2 clusters Score -364278.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -359578.281250 Penalty: 2837.369385
	Iteration 0F: 3 clusters Score -359578.3 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -360959.968750 Penalty: 2837.369385
	Iteration 1F: 3 clusters Score -360960 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -361164.562500 Penalty: 2837.369385
	Iteration 2F: 3 clusters Score -361164.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -361311.406250 Penalty: 2837.369385
	Iteration 3Q: 3 clusters Score -361311.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -361447.093750 Penalty: 2837.369385
	Iteration 4Q: 3 clusters Score -361447.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -361583.906250 Penalty: 2837.369385
	Iteration 5Q: 3 clusters Score -361583.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -361713.968750 Penalty: 2837.369385
	Iteration 6Q: 3 clusters Score -361714 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -361824.968750 Penalty: 2837.369385
	Iteration 7Q: 3 clusters Score -361825 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -361931.156250 Penalty: 2837.369385
	Iteration 8Q: 3 clusters Score -361931.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -362050.875000 Penalty: 2837.369385
	Iteration 9Q: 3 clusters Score -362050.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -362153.687500 Penalty: 2837.369385
	Iteration 10Q: 3 clusters Score -362153.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -362236.343750 Penalty: 2837.369385
	Iteration 11Q: 3 clusters Score -362236.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -362314.937500 Penalty: 2837.369385
	Iteration 12Q: 3 clusters Score -362314.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -362406.062500 Penalty: 2837.369385
	Iteration 13Q: 3 clusters Score -362406.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -362501.187500 Penalty: 2837.369385
	Iteration 14Q: 3 clusters Score -362501.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -362601.375000 Penalty: 2837.369385
	Iteration 15Q: 3 clusters Score -362601.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -362686.500000 Penalty: 2837.369385
	Iteration 16Q: 3 clusters Score -362686.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -362764.843750 Penalty: 2837.369385
	Iteration 17Q: 3 clusters Score -362764.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -362843.812500 Penalty: 2837.369385
	Iteration 18Q: 3 clusters Score -362843.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -362940.687500 Penalty: 2837.369385
	Iteration 19Q: 3 clusters Score -362940.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -363020.250000 Penalty: 2837.369385
	Iteration 20F: 3 clusters Score -363020.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -363065.687500 Penalty: 2837.369385
	Iteration 21Q: 3 clusters Score -363065.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -363097.218750 Penalty: 2837.369385
	Iteration 22Q: 3 clusters Score -363097.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -363118.468750 Penalty: 2837.369385
	Iteration 23Q: 3 clusters Score -363118.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -363133.781250 Penalty: 2837.369385
	Iteration 24Q: 3 clusters Score -363133.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -363141.500000 Penalty: 2837.369385
	Iteration 25Q: 3 clusters Score -363141.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -363146.375000 Penalty: 2837.369385
	Iteration 26Q: 3 clusters Score -363146.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -363153.062500 Penalty: 2837.369385
	Iteration 27Q: 3 clusters Score -363153.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -363160.406250 Penalty: 2837.369385
	Iteration 28Q: 3 clusters Score -363160.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363165.468750 Penalty: 2837.369385
	Iteration 29Q: 3 clusters Score -363165.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363170.375000 Penalty: 2837.369385
	Iteration 30Q: 3 clusters Score -363170.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -363173.781250 Penalty: 2837.369385
	Iteration 31Q: 3 clusters Score -363173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363177.968750 Penalty: 2837.369385
	Iteration 32Q: 3 clusters Score -363178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -363181.687500 Penalty: 2837.369385
	Iteration 33Q: 3 clusters Score -363181.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -363182.875000 Penalty: 2837.369385
	Iteration 34Q: 3 clusters Score -363182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -363185.218750 Penalty: 2837.369385
	Iteration 35Q: 3 clusters Score -363185.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -363186.468750 Penalty: 2837.369385
	Iteration 36Q: 3 clusters Score -363186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -363187.687500 Penalty: 2837.369385
	Iteration 37Q: 3 clusters Score -363187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -363188.531250 Penalty: 2837.369385
	Iteration 38Q: 3 clusters Score -363188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -363190.218750 Penalty: 2837.369385
	Iteration 39Q: 3 clusters Score -363190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -363190.750000 Penalty: 2837.369385
	Iteration 40F: 3 clusters Score -363190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -363191.437500 Penalty: 2837.369385
	Iteration 41Q: 3 clusters Score -363191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -363192.000000 Penalty: 2837.369385
	Iteration 42Q: 3 clusters Score -363192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -363191.968750 Penalty: 2837.369385
	Iteration 43Q: 3 clusters Score -363192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -363191.875000 Penalty: 2837.369385
	Iteration 44Q: 3 clusters Score -363191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -363191.875000 Penalty: 2837.369385
	Iteration 45F: 3 clusters Score -363191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -165716.953125 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -165717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -163047.843750 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -163047.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -163838.906250 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -163838.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -164118.015625 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -164118 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -164334.328125 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -164334.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -164475.078125 Penalty: 2594.396240
	Iteration 4F: 3 clusters Score -164475.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -164584.140625 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -164584.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -164666.578125 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -164666.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -164720.640625 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -164720.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -164766.625000 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -164766.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -164802.281250 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -164802.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -164840.656250 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -164840.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -164887.656250 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -164887.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -164950.828125 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -164950.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -165014.140625 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -165014.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -165093.890625 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -165093.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -165206.687500 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -165206.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -165349.437500 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -165349.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -165577.906250 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -165577.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -165859.875000 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -165859.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -165985.093750 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -165985.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -166013.328125 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -166013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -166018.218750 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -166018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -166019.484375 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -166019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -166019.937500 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -166019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -166019.937500 Penalty: 2594.396240
	Iteration 24F: 3 clusters Score -166019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2837 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 1765 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3962 members 
Mstep: Class 42 contains 1165 members 
Entering Unmasked Estep 
Score: -12702376.000000 Penalty: 84375.257812
Splitting cluster 39 changes total score from -12702769.000000 to -12702376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (23351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Entering Unmasked Estep 
Score: -1361187.500000 Penalty: 1634.489258
	Iteration 0F: 2 clusters Score -1361188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1345421.125000 Penalty: 3268.978516
	Iteration 0F: 3 clusters Score -1345421 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1351196.250000 Penalty: 3268.978516
	Iteration 1F: 3 clusters Score -1351196 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1351583.375000 Penalty: 3268.978516
	Iteration 2F: 3 clusters Score -1351583 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1351969.500000 Penalty: 3268.978516
	Iteration 3Q: 3 clusters Score -1351970 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1352384.875000 Penalty: 3268.978516
	Iteration 4Q: 3 clusters Score -1352385 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1352959.875000 Penalty: 3268.978516
	Iteration 5F: 3 clusters Score -1352960 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1353717.875000 Penalty: 3268.978516
	Iteration 6F: 3 clusters Score -1353718 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1354704.375000 Penalty: 3268.978516
	Iteration 7F: 3 clusters Score -1354704 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1355787.625000 Penalty: 3268.978516
	Iteration 8F: 3 clusters Score -1355788 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1356724.500000 Penalty: 3268.978516
	Iteration 9F: 3 clusters Score -1356724 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1357418.500000 Penalty: 3268.978516
	Iteration 10Q: 3 clusters Score -1357418 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1357936.125000 Penalty: 3268.978516
	Iteration 11Q: 3 clusters Score -1357936 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1358327.875000 Penalty: 3268.978516
	Iteration 12Q: 3 clusters Score -1358328 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1358635.375000 Penalty: 3268.978516
	Iteration 13Q: 3 clusters Score -1358635 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1358932.375000 Penalty: 3268.978516
	Iteration 14Q: 3 clusters Score -1358932 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1359173.750000 Penalty: 3268.978516
	Iteration 15Q: 3 clusters Score -1359174 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1359351.375000 Penalty: 3268.978516
	Iteration 16Q: 3 clusters Score -1359351 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1359503.000000 Penalty: 3268.978516
	Iteration 17Q: 3 clusters Score -1359503 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1359616.875000 Penalty: 3268.978516
	Iteration 18Q: 3 clusters Score -1359617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1359712.875000 Penalty: 3268.978516
	Iteration 19Q: 3 clusters Score -1359713 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1359834.625000 Penalty: 3268.978516
	Iteration 20F: 3 clusters Score -1359835 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1359958.125000 Penalty: 3268.978516
	Iteration 21Q: 3 clusters Score -1359958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1360086.500000 Penalty: 3268.978516
	Iteration 22Q: 3 clusters Score -1360086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1360183.500000 Penalty: 3268.978516
	Iteration 23Q: 3 clusters Score -1360184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1360259.125000 Penalty: 3268.978516
	Iteration 24Q: 3 clusters Score -1360259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1360311.250000 Penalty: 3268.978516
	Iteration 25Q: 3 clusters Score -1360311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1360352.750000 Penalty: 3268.978516
	Iteration 26Q: 3 clusters Score -1360353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1360373.750000 Penalty: 3268.978516
	Iteration 27Q: 3 clusters Score -1360374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1360391.125000 Penalty: 3268.978516
	Iteration 28Q: 3 clusters Score -1360391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1360406.250000 Penalty: 3268.978516
	Iteration 29Q: 3 clusters Score -1360406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1360430.500000 Penalty: 3268.978516
	Iteration 30Q: 3 clusters Score -1360430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1360448.750000 Penalty: 3268.978516
	Iteration 31Q: 3 clusters Score -1360449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1360457.000000 Penalty: 3268.978516
	Iteration 32Q: 3 clusters Score -1360457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1360470.250000 Penalty: 3268.978516
	Iteration 33Q: 3 clusters Score -1360470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1360484.375000 Penalty: 3268.978516
	Iteration 34Q: 3 clusters Score -1360484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1360498.125000 Penalty: 3268.978516
	Iteration 35Q: 3 clusters Score -1360498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1360511.250000 Penalty: 3268.978516
	Iteration 36Q: 3 clusters Score -1360511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1360515.750000 Penalty: 3268.978516
	Iteration 37Q: 3 clusters Score -1360516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1360521.125000 Penalty: 3268.978516
	Iteration 38Q: 3 clusters Score -1360521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1360524.500000 Penalty: 3268.978516
	Iteration 39Q: 3 clusters Score -1360524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1360530.125000 Penalty: 3268.978516
	Iteration 40F: 3 clusters Score -1360530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1360533.375000 Penalty: 3268.978516
	Iteration 41Q: 3 clusters Score -1360533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1360536.000000 Penalty: 3268.978516
	Iteration 42Q: 3 clusters Score -1360536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1360535.125000 Penalty: 3268.978516
	Iteration 43Q: 3 clusters Score -1360535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1360533.750000 Penalty: 3268.978516
	Iteration 44Q: 3 clusters Score -1360534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1360534.125000 Penalty: 3268.978516
	Iteration 45Q: 3 clusters Score -1360534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1360535.250000 Penalty: 3268.978516
	Iteration 46Q: 3 clusters Score -1360535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1360539.500000 Penalty: 3268.978516
	Iteration 47Q: 3 clusters Score -1360540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1360542.750000 Penalty: 3268.978516
	Iteration 48Q: 3 clusters Score -1360543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1360543.375000 Penalty: 3268.978516
	Iteration 49Q: 3 clusters Score -1360543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1360542.250000 Penalty: 3268.978516
	Iteration 50Q: 3 clusters Score -1360542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1360544.500000 Penalty: 3268.978516
	Iteration 51Q: 3 clusters Score -1360544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1360545.500000 Penalty: 3268.978516
	Iteration 52Q: 3 clusters Score -1360546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1360543.875000 Penalty: 3268.978516
	Iteration 53Q: 3 clusters Score -1360544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1360542.250000 Penalty: 3268.978516
	Iteration 54Q: 3 clusters Score -1360542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1360543.875000 Penalty: 3268.978516
	Iteration 55Q: 3 clusters Score -1360544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1360544.000000 Penalty: 3268.978516
	Iteration 56Q: 3 clusters Score -1360544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1360543.250000 Penalty: 3268.978516
	Iteration 57Q: 3 clusters Score -1360543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1360543.250000 Penalty: 3268.978516
	Iteration 58F: 3 clusters Score -1360543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13998 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 25152 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2837 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 3361 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 6188 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703238.000000 Penalty: 82366.320312
Iteration 199Q: 42 clusters Score -1.270324e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14074 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12232 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9778 members 
Mstep: Class 23 contains 25102 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9237 members 
Mstep: Class 28 contains 1144 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2172 members 
Mstep: Class 35 contains 3384 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6253 members 
Mstep: Class 39 contains 2930 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703680.000000 Penalty: 82366.320312
Iteration 200F: 42 clusters Score -1.270368e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 11361 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9752 members 
Mstep: Class 23 contains 25070 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9227 members 
Mstep: Class 28 contains 1144 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2834 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2179 members 
Mstep: Class 35 contains 3382 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6176 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703767.000000 Penalty: 82366.320312
Iteration 201Q: 42 clusters Score -1.270377e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14111 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5953 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12229 members 
Mstep: Class 14 contains 11342 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9730 members 
Mstep: Class 23 contains 25058 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 1253 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9221 members 
Mstep: Class 28 contains 1144 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2833 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2192 members 
Mstep: Class 35 contains 3386 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6116 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703848.000000 Penalty: 82366.320312
Iteration 202Q: 42 clusters Score -1.270385e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14128 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5942 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11333 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9719 members 
Mstep: Class 23 contains 25046 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9215 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2835 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2200 members 
Mstep: Class 35 contains 3387 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6073 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703898.000000 Penalty: 82366.320312
Iteration 203Q: 42 clusters Score -1.27039e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12226 members 
Mstep: Class 14 contains 11320 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4878 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9716 members 
Mstep: Class 23 contains 25034 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9216 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2834 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 3390 members 
Mstep: Class 36 contains 880 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 2932 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703920.000000 Penalty: 82366.320312
Iteration 204Q: 42 clusters Score -1.270392e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12223 members 
Mstep: Class 14 contains 11313 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4876 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9711 members 
Mstep: Class 23 contains 25030 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9208 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2834 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2204 members 
Mstep: Class 35 contains 3391 members 
Mstep: Class 36 contains 882 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 6006 members 
Mstep: Class 39 contains 2932 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703925.000000 Penalty: 82366.320312
Iteration 205Q: 42 clusters Score -1.270392e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7387 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12215 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9708 members 
Mstep: Class 23 contains 25026 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9203 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2834 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2208 members 
Mstep: Class 35 contains 3390 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5987 members 
Mstep: Class 39 contains 2934 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703899.000000 Penalty: 82366.320312
Iteration 206Q: 42 clusters Score -1.27039e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14128 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3106 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7412 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 5920 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12206 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4872 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 9712 members 
Mstep: Class 23 contains 25024 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9199 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2832 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2212 members 
Mstep: Class 35 contains 3391 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5976 members 
Mstep: Class 39 contains 2935 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703967.000000 Penalty: 82366.320312
Iteration 207Q: 42 clusters Score -1.270397e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14131 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 2267 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5910 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12197 members 
Mstep: Class 14 contains 11300 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4870 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 9721 members 
Mstep: Class 23 contains 25021 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9191 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2830 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2216 members 
Mstep: Class 35 contains 3392 members 
Mstep: Class 36 contains 887 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5970 members 
Mstep: Class 39 contains 2938 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703994.000000 Penalty: 82366.320312
Iteration 208Q: 42 clusters Score -1.270399e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14133 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3109 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7437 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 454 members 
Mstep: Class 11 contains 5902 members 
Mstep: Class 12 contains 5020 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 11297 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4869 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 9720 members 
Mstep: Class 23 contains 25018 members 
Mstep: Class 24 contains 2335 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9184 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2828 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 568 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2220 members 
Mstep: Class 35 contains 3395 members 
Mstep: Class 36 contains 888 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5963 members 
Mstep: Class 39 contains 2941 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704016.000000 Penalty: 82366.320312
Iteration 209Q: 42 clusters Score -1.270402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3116 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7445 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 5898 members 
Mstep: Class 12 contains 5019 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 11293 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9721 members 
Mstep: Class 23 contains 25013 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9176 members 
Mstep: Class 28 contains 1143 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2828 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2222 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5962 members 
Mstep: Class 39 contains 2941 members 
Mstep: Class 40 contains 23351 members 
Mstep: Class 41 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703994.000000 Penalty: 82366.320312
Iteration 210Q: 42 clusters Score -1.270399e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14133 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7458 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 5888 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 12195 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9722 members 
Mstep: Class 23 contains 25012 members 
Mstep: Class 24 contains 2334 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9171 members 
Mstep: Class 28 contains 1143 members 
Mstep: Class 29 contains 3574 members 
Mstep: Class 30 contains 2828 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2225 members 
Mstep: Class 35 contains 3397 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5966 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23353 members 
Mstep: Class 41 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704020.000000 Penalty: 82366.320312
Iteration 211Q: 42 clusters Score -1.270402e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 2261 members 
Mstep: Class 10 contains 456 members 
Mstep: Class 11 contains 5887 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12189 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9728 members 
Mstep: Class 23 contains 25007 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9171 members 
Mstep: Class 28 contains 1140 members 
Mstep: Class 29 contains 3575 members 
Mstep: Class 30 contains 2828 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2229 members 
Mstep: Class 35 contains 3401 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5961 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703982.000000 Penalty: 82366.320312
Iteration 212Q: 42 clusters Score -1.270398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7466 members 
Mstep: Class 9 contains 2260 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12188 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9734 members 
Mstep: Class 23 contains 25002 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9172 members 
Mstep: Class 28 contains 1138 members 
Mstep: Class 29 contains 3576 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2235 members 
Mstep: Class 35 contains 3401 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5949 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703982.000000 Penalty: 82366.320312
Iteration 213Q: 42 clusters Score -1.270398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7475 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 457 members 
Mstep: Class 11 contains 5878 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12188 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9736 members 
Mstep: Class 23 contains 24999 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9170 members 
Mstep: Class 28 contains 1137 members 
Mstep: Class 29 contains 3578 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5943 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703991.000000 Penalty: 82366.320312
Iteration 214Q: 42 clusters Score -1.270399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5874 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12188 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9733 members 
Mstep: Class 23 contains 24996 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1256 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9171 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2241 members 
Mstep: Class 35 contains 3401 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5939 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703976.000000 Penalty: 82366.320312
Iteration 215Q: 42 clusters Score -1.270398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7483 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5870 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12181 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9743 members 
Mstep: Class 23 contains 24993 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9171 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5933 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704018.000000 Penalty: 82366.320312
Iteration 216Q: 42 clusters Score -1.270402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7489 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12175 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9752 members 
Mstep: Class 23 contains 24995 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 1131 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5927 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704011.000000 Penalty: 82366.320312
Iteration 217Q: 42 clusters Score -1.270401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14137 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12167 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9761 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 1129 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5922 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704000.000000 Penalty: 82366.320312
Iteration 218Q: 42 clusters Score -1.2704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14139 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 24991 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 1127 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5922 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703985.000000 Penalty: 82366.320312
Iteration 219Q: 42 clusters Score -1.270398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14139 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12156 members 
Mstep: Class 14 contains 11293 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9770 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9170 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5920 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703968.000000 Penalty: 82366.320312
Iteration 220F: 42 clusters Score -1.270397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14139 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7514 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5856 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12149 members 
Mstep: Class 14 contains 11293 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9772 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9169 members 
Mstep: Class 28 contains 1124 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2827 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5918 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704000.000000 Penalty: 82366.320312
Iteration 221Q: 42 clusters Score -1.2704e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9781 members 
Mstep: Class 23 contains 24993 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9168 members 
Mstep: Class 28 contains 1123 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2825 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3402 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5916 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704007.000000 Penalty: 82366.320312
Iteration 222Q: 42 clusters Score -1.270401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5853 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12136 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9786 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9168 members 
Mstep: Class 28 contains 1121 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2825 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704008.000000 Penalty: 82366.320312
Iteration 223Q: 42 clusters Score -1.270401e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12130 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9794 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2824 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704003.000000 Penalty: 82366.320312
Iteration 224Q: 42 clusters Score -1.2704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12125 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9800 members 
Mstep: Class 23 contains 24990 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2823 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704018.000000 Penalty: 82366.320312
Iteration 225Q: 42 clusters Score -1.270402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 24990 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2820 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5920 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704017.000000 Penalty: 82366.320312
Iteration 226Q: 42 clusters Score -1.270402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12113 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9814 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1118 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5920 members 
Mstep: Class 39 contains 2943 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704012.000000 Penalty: 82366.320312
Iteration 227Q: 42 clusters Score -1.270401e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12100 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9826 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2818 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5920 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704002.000000 Penalty: 82366.320312
Iteration 228Q: 42 clusters Score -1.2704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14136 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12093 members 
Mstep: Class 14 contains 11281 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9836 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2815 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5918 members 
Mstep: Class 39 contains 2941 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703994.000000 Penalty: 82366.320312
Iteration 229Q: 42 clusters Score -1.270399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7533 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 11280 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9843 members 
Mstep: Class 23 contains 24987 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2941 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704011.000000 Penalty: 82366.320312
Iteration 230Q: 42 clusters Score -1.270401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14134 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5853 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12082 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9847 members 
Mstep: Class 23 contains 24987 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2941 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704015.000000 Penalty: 82366.320312
Iteration 231Q: 42 clusters Score -1.270402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14133 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7540 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12079 members 
Mstep: Class 14 contains 11277 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9850 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2813 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1044 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704013.000000 Penalty: 82366.320312
Iteration 232Q: 42 clusters Score -1.270401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14130 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7545 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9855 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9168 members 
Mstep: Class 28 contains 1120 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2812 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2243 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703995.000000 Penalty: 82366.320312
Iteration 233Q: 42 clusters Score -1.2704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14126 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7550 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9858 members 
Mstep: Class 23 contains 24988 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9168 members 
Mstep: Class 28 contains 1119 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 5916 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703990.000000 Penalty: 82366.320312
Iteration 234Q: 42 clusters Score -1.270399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14123 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5849 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12064 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9866 members 
Mstep: Class 23 contains 24986 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9168 members 
Mstep: Class 28 contains 1117 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703991.000000 Penalty: 82366.320312
Iteration 235Q: 42 clusters Score -1.270399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14121 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5851 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12056 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9876 members 
Mstep: Class 23 contains 24986 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9167 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2809 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3403 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5917 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703981.000000 Penalty: 82366.320312
Iteration 236Q: 42 clusters Score -1.270398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12051 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9884 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9167 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3404 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703976.000000 Penalty: 82366.320312
Iteration 237Q: 42 clusters Score -1.270398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12044 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9892 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703960.000000 Penalty: 82366.320312
Iteration 238Q: 42 clusters Score -1.270396e+07 nChanged 28
Entering ConstructFrom: 
Score: -12703960.000000 Penalty: 82366.320312
Entering ConstructFrom: 
Trying to split cluster 1 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -148720.859375 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -148720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -146332.656250 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -146332.7 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -146886.734375 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -146886.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -147002.000000 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -147002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -147057.671875 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -147057.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -147113.156250 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -147113.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -147167.625000 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -147167.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147219.453125 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -147219.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -147267.875000 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -147267.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -147318.140625 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -147318.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -147358.921875 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -147358.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147384.406250 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -147384.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -147402.890625 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -147402.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -147420.890625 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -147420.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147444.171875 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -147444.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147462.843750 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -147462.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -147480.593750 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -147480.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147496.234375 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -147496.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147509.187500 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -147509.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -147519.937500 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -147519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -147530.609375 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -147530.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147543.921875 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -147543.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -147559.578125 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -147559.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -147576.203125 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -147576.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -147595.906250 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -147595.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147618.609375 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -147618.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147632.609375 Penalty: 2532.915771
	Iteration 25Q: 3 clusters Score -147632.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -147643.765625 Penalty: 2532.915771
	Iteration 26Q: 3 clusters Score -147643.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -147652.343750 Penalty: 2532.915771
	Iteration 27Q: 3 clusters Score -147652.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147659.484375 Penalty: 2532.915771
	Iteration 28Q: 3 clusters Score -147659.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -147665.250000 Penalty: 2532.915771
	Iteration 29Q: 3 clusters Score -147665.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147673.921875 Penalty: 2532.915771
	Iteration 30Q: 3 clusters Score -147673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147683.906250 Penalty: 2532.915771
	Iteration 31Q: 3 clusters Score -147683.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -147695.125000 Penalty: 2532.915771
	Iteration 32Q: 3 clusters Score -147695.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -147703.218750 Penalty: 2532.915771
	Iteration 33Q: 3 clusters Score -147703.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -147711.937500 Penalty: 2532.915771
	Iteration 34Q: 3 clusters Score -147711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147716.218750 Penalty: 2532.915771
	Iteration 35Q: 3 clusters Score -147716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -147721.171875 Penalty: 2532.915771
	Iteration 36Q: 3 clusters Score -147721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147722.156250 Penalty: 2532.915771
	Iteration 37Q: 3 clusters Score -147722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -147724.421875 Penalty: 2532.915771
	Iteration 38Q: 3 clusters Score -147724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -147726.343750 Penalty: 2532.915771
	Iteration 39Q: 3 clusters Score -147726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -147726.875000 Penalty: 2532.915771
	Iteration 40F: 3 clusters Score -147726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -147728.218750 Penalty: 2532.915771
	Iteration 41Q: 3 clusters Score -147728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -147729.875000 Penalty: 2532.915771
	Iteration 42Q: 3 clusters Score -147729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -147732.906250 Penalty: 2532.915771
	Iteration 43Q: 3 clusters Score -147732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -147734.203125 Penalty: 2532.915771
	Iteration 44Q: 3 clusters Score -147734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -147736.375000 Penalty: 2532.915771
	Iteration 45Q: 3 clusters Score -147736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -147740.312500 Penalty: 2532.915771
	Iteration 46Q: 3 clusters Score -147740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -147742.781250 Penalty: 2532.915771
	Iteration 47Q: 3 clusters Score -147742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -147744.921875 Penalty: 2532.915771
	Iteration 48Q: 3 clusters Score -147744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -147744.921875 Penalty: 2532.915771
	Iteration 49F: 3 clusters Score -147744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -35712.488281 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -35712.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -34360.082031 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -34360.08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34727.289062 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -34727.29 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -34861.605469 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -34861.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -34991.367188 Penalty: 2231.753418
	Iteration 3F: 3 clusters Score -34991.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -35072.625000 Penalty: 2231.753418
	Iteration 4F: 3 clusters Score -35072.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35120.058594 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -35120.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35145.289062 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -35145.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35191.683594 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -35191.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -35234.378906 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -35234.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35265.378906 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -35265.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35282.964844 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -35282.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35294.316406 Penalty: 2231.753418
	Iteration 11Q: 3 clusters Score -35294.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35307.652344 Penalty: 2231.753418
	Iteration 12Q: 3 clusters Score -35307.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35317.578125 Penalty: 2231.753418
	Iteration 13Q: 3 clusters Score -35317.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35327.621094 Penalty: 2231.753418
	Iteration 14Q: 3 clusters Score -35327.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35342.488281 Penalty: 2231.753418
	Iteration 15Q: 3 clusters Score -35342.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35347.820312 Penalty: 2231.753418
	Iteration 16Q: 3 clusters Score -35347.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35357.402344 Penalty: 2231.753418
	Iteration 17Q: 3 clusters Score -35357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35373.562500 Penalty: 2231.753418
	Iteration 18Q: 3 clusters Score -35373.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35395.804688 Penalty: 2231.753418
	Iteration 19Q: 3 clusters Score -35395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35410.453125 Penalty: 2231.753418
	Iteration 20F: 3 clusters Score -35410.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35416.164062 Penalty: 2231.753418
	Iteration 21Q: 3 clusters Score -35416.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35416.734375 Penalty: 2231.753418
	Iteration 22Q: 3 clusters Score -35416.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35416.734375 Penalty: 2231.753418
	Iteration 23F: 3 clusters Score -35416.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -140945.218750 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -140945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -138523.687500 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -138523.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -139061.156250 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -139061.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -139169.453125 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -139169.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -139213.578125 Penalty: 2541.642822
	Iteration 3Q: 3 clusters Score -139213.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -139238.187500 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -139238.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -139262.812500 Penalty: 2541.642822
	Iteration 5Q: 3 clusters Score -139262.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -139287.468750 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -139287.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -139307.140625 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -139307.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -139325.531250 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -139325.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -139343.453125 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -139343.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -139357.656250 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -139357.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -139368.421875 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -139368.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -139378.781250 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -139378.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -139390.718750 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -139390.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -139403.125000 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -139403.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -139413.921875 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -139413.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -139423.406250 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -139423.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -139437.250000 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -139437.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -139450.125000 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -139450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -139464.187500 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -139464.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -139483.406250 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -139483.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -139503.531250 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -139503.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -139519.500000 Penalty: 2541.642822
	Iteration 22Q: 3 clusters Score -139519.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -139537.734375 Penalty: 2541.642822
	Iteration 23Q: 3 clusters Score -139537.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -139556.359375 Penalty: 2541.642822
	Iteration 24Q: 3 clusters Score -139556.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -139576.687500 Penalty: 2541.642822
	Iteration 25Q: 3 clusters Score -139576.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -139594.578125 Penalty: 2541.642822
	Iteration 26Q: 3 clusters Score -139594.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -139607.515625 Penalty: 2541.642822
	Iteration 27Q: 3 clusters Score -139607.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -139621.578125 Penalty: 2541.642822
	Iteration 28Q: 3 clusters Score -139621.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -139636.218750 Penalty: 2541.642822
	Iteration 29Q: 3 clusters Score -139636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -139656.562500 Penalty: 2541.642822
	Iteration 30Q: 3 clusters Score -139656.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -139678.187500 Penalty: 2541.642822
	Iteration 31Q: 3 clusters Score -139678.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -139706.609375 Penalty: 2541.642822
	Iteration 32Q: 3 clusters Score -139706.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -139731.703125 Penalty: 2541.642822
	Iteration 33Q: 3 clusters Score -139731.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -139756.234375 Penalty: 2541.642822
	Iteration 34Q: 3 clusters Score -139756.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -139787.015625 Penalty: 2541.642822
	Iteration 35Q: 3 clusters Score -139787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -139808.734375 Penalty: 2541.642822
	Iteration 36Q: 3 clusters Score -139808.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -139834.562500 Penalty: 2541.642822
	Iteration 37Q: 3 clusters Score -139834.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -139856.296875 Penalty: 2541.642822
	Iteration 38Q: 3 clusters Score -139856.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -139882.937500 Penalty: 2541.642822
	Iteration 39Q: 3 clusters Score -139882.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -139896.171875 Penalty: 2541.642822
	Iteration 40F: 3 clusters Score -139896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -139902.625000 Penalty: 2541.642822
	Iteration 41Q: 3 clusters Score -139902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -139905.625000 Penalty: 2541.642822
	Iteration 42Q: 3 clusters Score -139905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -139909.578125 Penalty: 2541.642822
	Iteration 43Q: 3 clusters Score -139909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -139918.187500 Penalty: 2541.642822
	Iteration 44Q: 3 clusters Score -139918.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -139930.046875 Penalty: 2541.642822
	Iteration 45Q: 3 clusters Score -139930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -139939.265625 Penalty: 2541.642822
	Iteration 46Q: 3 clusters Score -139939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -139947.062500 Penalty: 2541.642822
	Iteration 47Q: 3 clusters Score -139947.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -139965.250000 Penalty: 2541.642822
	Iteration 48Q: 3 clusters Score -139965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -139975.390625 Penalty: 2541.642822
	Iteration 49Q: 3 clusters Score -139975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -139986.125000 Penalty: 2541.642822
	Iteration 50Q: 3 clusters Score -139986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -139991.078125 Penalty: 2541.642822
	Iteration 51Q: 3 clusters Score -139991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -139996.359375 Penalty: 2541.642822
	Iteration 52Q: 3 clusters Score -139996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -139999.296875 Penalty: 2541.642822
	Iteration 53Q: 3 clusters Score -139999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -140004.125000 Penalty: 2541.642822
	Iteration 54Q: 3 clusters Score -140004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -140008.765625 Penalty: 2541.642822
	Iteration 55Q: 3 clusters Score -140008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -140011.187500 Penalty: 2541.642822
	Iteration 56Q: 3 clusters Score -140011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -140013.031250 Penalty: 2541.642822
	Iteration 57Q: 3 clusters Score -140013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -140013.875000 Penalty: 2541.642822
	Iteration 58Q: 3 clusters Score -140013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -140014.593750 Penalty: 2541.642822
	Iteration 59Q: 3 clusters Score -140014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -140015.281250 Penalty: 2541.642822
	Iteration 60F: 3 clusters Score -140015.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Entering Unmasked Estep 
Score: -838637.937500 Penalty: 1552.732544
	Iteration 0F: 2 clusters Score -838637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -828952.062500 Penalty: 3105.465088
	Iteration 0F: 3 clusters Score -828952.1 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -832714.812500 Penalty: 3105.465088
	Iteration 1F: 3 clusters Score -832714.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -833443.125000 Penalty: 3105.465088
	Iteration 2F: 3 clusters Score -833443.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -834147.750000 Penalty: 3105.465088
	Iteration 3F: 3 clusters Score -834147.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -834716.437500 Penalty: 3105.465088
	Iteration 4F: 3 clusters Score -834716.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -835143.500000 Penalty: 3105.465088
	Iteration 5F: 3 clusters Score -835143.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -835475.375000 Penalty: 3105.465088
	Iteration 6Q: 3 clusters Score -835475.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -835744.750000 Penalty: 3105.465088
	Iteration 7Q: 3 clusters Score -835744.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -835947.375000 Penalty: 3105.465088
	Iteration 8Q: 3 clusters Score -835947.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -836108.937500 Penalty: 3105.465088
	Iteration 9Q: 3 clusters Score -836108.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -836236.062500 Penalty: 3105.465088
	Iteration 10Q: 3 clusters Score -836236.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -836348.875000 Penalty: 3105.465088
	Iteration 11Q: 3 clusters Score -836348.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -836460.625000 Penalty: 3105.465088
	Iteration 12Q: 3 clusters Score -836460.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -836551.375000 Penalty: 3105.465088
	Iteration 13Q: 3 clusters Score -836551.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -836643.875000 Penalty: 3105.465088
	Iteration 14Q: 3 clusters Score -836643.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -836739.375000 Penalty: 3105.465088
	Iteration 15Q: 3 clusters Score -836739.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -836833.500000 Penalty: 3105.465088
	Iteration 16Q: 3 clusters Score -836833.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -836930.500000 Penalty: 3105.465088
	Iteration 17Q: 3 clusters Score -836930.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -837052.125000 Penalty: 3105.465088
	Iteration 18Q: 3 clusters Score -837052.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -837182.250000 Penalty: 3105.465088
	Iteration 19Q: 3 clusters Score -837182.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -837340.812500 Penalty: 3105.465088
	Iteration 20F: 3 clusters Score -837340.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -837507.750000 Penalty: 3105.465088
	Iteration 21Q: 3 clusters Score -837507.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -837667.187500 Penalty: 3105.465088
	Iteration 22Q: 3 clusters Score -837667.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -837819.500000 Penalty: 3105.465088
	Iteration 23Q: 3 clusters Score -837819.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -837944.750000 Penalty: 3105.465088
	Iteration 24Q: 3 clusters Score -837944.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -838038.687500 Penalty: 3105.465088
	Iteration 25Q: 3 clusters Score -838038.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -838096.000000 Penalty: 3105.465088
	Iteration 26Q: 3 clusters Score -838096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -838128.750000 Penalty: 3105.465088
	Iteration 27Q: 3 clusters Score -838128.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -838143.312500 Penalty: 3105.465088
	Iteration 28Q: 3 clusters Score -838143.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -838162.312500 Penalty: 3105.465088
	Iteration 29Q: 3 clusters Score -838162.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -838176.687500 Penalty: 3105.465088
	Iteration 30Q: 3 clusters Score -838176.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -838186.000000 Penalty: 3105.465088
	Iteration 31Q: 3 clusters Score -838186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -838193.187500 Penalty: 3105.465088
	Iteration 32Q: 3 clusters Score -838193.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -838197.250000 Penalty: 3105.465088
	Iteration 33Q: 3 clusters Score -838197.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -838201.125000 Penalty: 3105.465088
	Iteration 34Q: 3 clusters Score -838201.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -838203.125000 Penalty: 3105.465088
	Iteration 35Q: 3 clusters Score -838203.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -838208.500000 Penalty: 3105.465088
	Iteration 36Q: 3 clusters Score -838208.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -838210.062500 Penalty: 3105.465088
	Iteration 37Q: 3 clusters Score -838210.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -838213.312500 Penalty: 3105.465088
	Iteration 38Q: 3 clusters Score -838213.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -838215.250000 Penalty: 3105.465088
	Iteration 39Q: 3 clusters Score -838215.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -838219.125000 Penalty: 3105.465088
	Iteration 40F: 3 clusters Score -838219.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -838222.812500 Penalty: 3105.465088
	Iteration 41Q: 3 clusters Score -838222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -838223.937500 Penalty: 3105.465088
	Iteration 42Q: 3 clusters Score -838223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -838225.500000 Penalty: 3105.465088
	Iteration 43Q: 3 clusters Score -838225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -838228.000000 Penalty: 3105.465088
	Iteration 44Q: 3 clusters Score -838228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -838228.687500 Penalty: 3105.465088
	Iteration 45Q: 3 clusters Score -838228.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -838228.687500 Penalty: 3105.465088
	Iteration 46F: 3 clusters Score -838228.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -108075.156250 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -108075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -106029.062500 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -106029.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -106486.906250 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -106486.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -106664.148438 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -106664.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -106843.781250 Penalty: 2466.369629
	Iteration 3F: 3 clusters Score -106843.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -107031.117188 Penalty: 2466.369629
	Iteration 4F: 3 clusters Score -107031.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107209.359375 Penalty: 2466.369629
	Iteration 5F: 3 clusters Score -107209.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -107353.640625 Penalty: 2466.369629
	Iteration 6F: 3 clusters Score -107353.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107476.367188 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -107476.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -107549.218750 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -107549.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -107616.289062 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -107616.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107682.812500 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -107682.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107720.304688 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -107720.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -107748.679688 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -107748.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107760.257812 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -107760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107769.171875 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -107769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -107776.140625 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -107776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107779.335938 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -107779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -107781.898438 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -107781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107786.843750 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -107786.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107789.335938 Penalty: 2466.369629
	Iteration 19Q: 3 clusters Score -107789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107790.492188 Penalty: 2466.369629
	Iteration 20F: 3 clusters Score -107790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -107791.273438 Penalty: 2466.369629
	Iteration 21Q: 3 clusters Score -107791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -107791.398438 Penalty: 2466.369629
	Iteration 22Q: 3 clusters Score -107791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -107791.398438 Penalty: 2466.369629
	Iteration 23F: 3 clusters Score -107791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -184645.953125 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -184646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -181870.921875 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -181870.9 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -182566.828125 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -182566.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -182742.546875 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -182742.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -182861.546875 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -182861.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -182961.968750 Penalty: 2617.099854
	Iteration 4Q: 3 clusters Score -182962 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -183063.375000 Penalty: 2617.099854
	Iteration 5Q: 3 clusters Score -183063.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183173.281250 Penalty: 2617.099854
	Iteration 6Q: 3 clusters Score -183173.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183249.812500 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -183249.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -183303.609375 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -183303.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -183354.468750 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -183354.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183414.640625 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -183414.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -183474.031250 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -183474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -183521.250000 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -183521.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -183568.156250 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -183568.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -183607.078125 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -183607.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -183637.046875 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -183637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -183658.562500 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -183658.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -183676.312500 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -183676.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -183687.453125 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -183687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -183693.500000 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -183693.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -183699.828125 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -183699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -183703.062500 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -183703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -183704.765625 Penalty: 2617.099854
	Iteration 22Q: 3 clusters Score -183704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -183706.718750 Penalty: 2617.099854
	Iteration 23Q: 3 clusters Score -183706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -183708.828125 Penalty: 2617.099854
	Iteration 24Q: 3 clusters Score -183708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -183709.593750 Penalty: 2617.099854
	Iteration 25Q: 3 clusters Score -183709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -183710.406250 Penalty: 2617.099854
	Iteration 26Q: 3 clusters Score -183710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -183710.406250 Penalty: 2617.099854
	Iteration 27F: 3 clusters Score -183710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Entering Unmasked Estep 
Score: -924201.500000 Penalty: 1569.679565
	Iteration 0F: 2 clusters Score -924201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -913404.375000 Penalty: 3139.359131
	Iteration 0F: 3 clusters Score -913404.4 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -917200.750000 Penalty: 3139.359131
	Iteration 1F: 3 clusters Score -917200.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -917612.250000 Penalty: 3139.359131
	Iteration 2F: 3 clusters Score -917612.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -918138.000000 Penalty: 3139.359131
	Iteration 3F: 3 clusters Score -918138 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -918861.250000 Penalty: 3139.359131
	Iteration 4F: 3 clusters Score -918861.2 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -919750.187500 Penalty: 3139.359131
	Iteration 5F: 3 clusters Score -919750.2 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -920634.312500 Penalty: 3139.359131
	Iteration 6F: 3 clusters Score -920634.3 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -921304.437500 Penalty: 3139.359131
	Iteration 7F: 3 clusters Score -921304.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -921748.062500 Penalty: 3139.359131
	Iteration 8F: 3 clusters Score -921748.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -921971.375000 Penalty: 3139.359131
	Iteration 9Q: 3 clusters Score -921971.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -922100.125000 Penalty: 3139.359131
	Iteration 10Q: 3 clusters Score -922100.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -922181.062500 Penalty: 3139.359131
	Iteration 11Q: 3 clusters Score -922181.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -922241.937500 Penalty: 3139.359131
	Iteration 12Q: 3 clusters Score -922241.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -922289.812500 Penalty: 3139.359131
	Iteration 13Q: 3 clusters Score -922289.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -922331.562500 Penalty: 3139.359131
	Iteration 14Q: 3 clusters Score -922331.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -922371.312500 Penalty: 3139.359131
	Iteration 15Q: 3 clusters Score -922371.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -922407.437500 Penalty: 3139.359131
	Iteration 16Q: 3 clusters Score -922407.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -922443.937500 Penalty: 3139.359131
	Iteration 17Q: 3 clusters Score -922443.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -922484.875000 Penalty: 3139.359131
	Iteration 18Q: 3 clusters Score -922484.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -922515.750000 Penalty: 3139.359131
	Iteration 19Q: 3 clusters Score -922515.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -922546.562500 Penalty: 3139.359131
	Iteration 20F: 3 clusters Score -922546.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -922575.750000 Penalty: 3139.359131
	Iteration 21Q: 3 clusters Score -922575.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -922598.312500 Penalty: 3139.359131
	Iteration 22Q: 3 clusters Score -922598.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -922621.062500 Penalty: 3139.359131
	Iteration 23Q: 3 clusters Score -922621.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -922639.250000 Penalty: 3139.359131
	Iteration 24Q: 3 clusters Score -922639.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -922662.187500 Penalty: 3139.359131
	Iteration 25Q: 3 clusters Score -922662.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -922684.000000 Penalty: 3139.359131
	Iteration 26Q: 3 clusters Score -922684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -922704.187500 Penalty: 3139.359131
	Iteration 27Q: 3 clusters Score -922704.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -922721.000000 Penalty: 3139.359131
	Iteration 28Q: 3 clusters Score -922721 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -922738.875000 Penalty: 3139.359131
	Iteration 29Q: 3 clusters Score -922738.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -922754.750000 Penalty: 3139.359131
	Iteration 30Q: 3 clusters Score -922754.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -922774.125000 Penalty: 3139.359131
	Iteration 31Q: 3 clusters Score -922774.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -922786.750000 Penalty: 3139.359131
	Iteration 32Q: 3 clusters Score -922786.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -922798.937500 Penalty: 3139.359131
	Iteration 33Q: 3 clusters Score -922798.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -922802.875000 Penalty: 3139.359131
	Iteration 34Q: 3 clusters Score -922802.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -922809.000000 Penalty: 3139.359131
	Iteration 35Q: 3 clusters Score -922809 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -922816.625000 Penalty: 3139.359131
	Iteration 36Q: 3 clusters Score -922816.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -922823.875000 Penalty: 3139.359131
	Iteration 37Q: 3 clusters Score -922823.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -922825.375000 Penalty: 3139.359131
	Iteration 38Q: 3 clusters Score -922825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -922829.437500 Penalty: 3139.359131
	Iteration 39Q: 3 clusters Score -922829.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -922835.312500 Penalty: 3139.359131
	Iteration 40F: 3 clusters Score -922835.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -922840.625000 Penalty: 3139.359131
	Iteration 41Q: 3 clusters Score -922840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -922840.062500 Penalty: 3139.359131
	Iteration 42Q: 3 clusters Score -922840.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -922840.750000 Penalty: 3139.359131
	Iteration 43Q: 3 clusters Score -922840.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -922843.062500 Penalty: 3139.359131
	Iteration 44Q: 3 clusters Score -922843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -922843.687500 Penalty: 3139.359131
	Iteration 45Q: 3 clusters Score -922843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -922845.750000 Penalty: 3139.359131
	Iteration 46Q: 3 clusters Score -922845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -922846.250000 Penalty: 3139.359131
	Iteration 47Q: 3 clusters Score -922846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -922845.562500 Penalty: 3139.359131
	Iteration 48Q: 3 clusters Score -922845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -922845.937500 Penalty: 3139.359131
	Iteration 49Q: 3 clusters Score -922845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -922848.375000 Penalty: 3139.359131
	Iteration 50Q: 3 clusters Score -922848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -922847.000000 Penalty: 3139.359131
	Iteration 51Q: 3 clusters Score -922847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -922849.500000 Penalty: 3139.359131
	Iteration 52Q: 3 clusters Score -922849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -922851.187500 Penalty: 3139.359131
	Iteration 53Q: 3 clusters Score -922851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -922849.562500 Penalty: 3139.359131
	Iteration 54Q: 3 clusters Score -922849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -922849.562500 Penalty: 3139.359131
	Iteration 55F: 3 clusters Score -922849.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Entering Unmasked Estep 
Score: -428046.968750 Penalty: 1451.076294
	Iteration 0F: 2 clusters Score -428047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -422457.031250 Penalty: 2902.152588
	Iteration 0F: 3 clusters Score -422457 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -424134.531250 Penalty: 2902.152588
	Iteration 1F: 3 clusters Score -424134.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -424369.812500 Penalty: 2902.152588
	Iteration 2F: 3 clusters Score -424369.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -424590.156250 Penalty: 2902.152588
	Iteration 3F: 3 clusters Score -424590.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -424837.500000 Penalty: 2902.152588
	Iteration 4F: 3 clusters Score -424837.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -425070.000000 Penalty: 2902.152588
	Iteration 5F: 3 clusters Score -425070 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -425278.906250 Penalty: 2902.152588
	Iteration 6Q: 3 clusters Score -425278.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -425502.593750 Penalty: 2902.152588
	Iteration 7Q: 3 clusters Score -425502.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -425723.531250 Penalty: 2902.152588
	Iteration 8Q: 3 clusters Score -425723.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -425918.437500 Penalty: 2902.152588
	Iteration 9Q: 3 clusters Score -425918.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -426107.968750 Penalty: 2902.152588
	Iteration 10Q: 3 clusters Score -426108 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -426307.937500 Penalty: 2902.152588
	Iteration 11Q: 3 clusters Score -426307.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -426480.125000 Penalty: 2902.152588
	Iteration 12Q: 3 clusters Score -426480.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -426622.031250 Penalty: 2902.152588
	Iteration 13Q: 3 clusters Score -426622 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -426739.906250 Penalty: 2902.152588
	Iteration 14Q: 3 clusters Score -426739.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -426838.718750 Penalty: 2902.152588
	Iteration 15Q: 3 clusters Score -426838.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -426923.000000 Penalty: 2902.152588
	Iteration 16Q: 3 clusters Score -426923 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -426982.031250 Penalty: 2902.152588
	Iteration 17Q: 3 clusters Score -426982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -427020.937500 Penalty: 2902.152588
	Iteration 18Q: 3 clusters Score -427020.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -427046.375000 Penalty: 2902.152588
	Iteration 19Q: 3 clusters Score -427046.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -427073.187500 Penalty: 2902.152588
	Iteration 20F: 3 clusters Score -427073.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -427095.687500 Penalty: 2902.152588
	Iteration 21Q: 3 clusters Score -427095.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -427109.406250 Penalty: 2902.152588
	Iteration 22Q: 3 clusters Score -427109.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -427121.156250 Penalty: 2902.152588
	Iteration 23Q: 3 clusters Score -427121.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -427129.656250 Penalty: 2902.152588
	Iteration 24Q: 3 clusters Score -427129.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -427139.343750 Penalty: 2902.152588
	Iteration 25Q: 3 clusters Score -427139.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -427148.781250 Penalty: 2902.152588
	Iteration 26Q: 3 clusters Score -427148.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -427160.906250 Penalty: 2902.152588
	Iteration 27Q: 3 clusters Score -427160.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -427170.281250 Penalty: 2902.152588
	Iteration 28Q: 3 clusters Score -427170.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -427182.875000 Penalty: 2902.152588
	Iteration 29Q: 3 clusters Score -427182.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -427193.656250 Penalty: 2902.152588
	Iteration 30Q: 3 clusters Score -427193.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -427202.593750 Penalty: 2902.152588
	Iteration 31Q: 3 clusters Score -427202.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -427215.343750 Penalty: 2902.152588
	Iteration 32Q: 3 clusters Score -427215.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -427225.968750 Penalty: 2902.152588
	Iteration 33Q: 3 clusters Score -427226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -427234.093750 Penalty: 2902.152588
	Iteration 34Q: 3 clusters Score -427234.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -427242.843750 Penalty: 2902.152588
	Iteration 35Q: 3 clusters Score -427242.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -427249.093750 Penalty: 2902.152588
	Iteration 36Q: 3 clusters Score -427249.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -427255.312500 Penalty: 2902.152588
	Iteration 37Q: 3 clusters Score -427255.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -427261.156250 Penalty: 2902.152588
	Iteration 38Q: 3 clusters Score -427261.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -427266.968750 Penalty: 2902.152588
	Iteration 39Q: 3 clusters Score -427267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -427270.875000 Penalty: 2902.152588
	Iteration 40F: 3 clusters Score -427270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -427272.906250 Penalty: 2902.152588
	Iteration 41Q: 3 clusters Score -427272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -427277.250000 Penalty: 2902.152588
	Iteration 42Q: 3 clusters Score -427277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -427279.937500 Penalty: 2902.152588
	Iteration 43Q: 3 clusters Score -427279.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -427285.593750 Penalty: 2902.152588
	Iteration 44Q: 3 clusters Score -427285.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -427291.468750 Penalty: 2902.152588
	Iteration 45Q: 3 clusters Score -427291.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -427298.531250 Penalty: 2902.152588
	Iteration 46Q: 3 clusters Score -427298.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -427303.500000 Penalty: 2902.152588
	Iteration 47Q: 3 clusters Score -427303.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -427310.781250 Penalty: 2902.152588
	Iteration 48Q: 3 clusters Score -427310.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -427314.750000 Penalty: 2902.152588
	Iteration 49Q: 3 clusters Score -427314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -427319.718750 Penalty: 2902.152588
	Iteration 50Q: 3 clusters Score -427319.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -427322.312500 Penalty: 2902.152588
	Iteration 51Q: 3 clusters Score -427322.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -427326.187500 Penalty: 2902.152588
	Iteration 52Q: 3 clusters Score -427326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -427329.031250 Penalty: 2902.152588
	Iteration 53Q: 3 clusters Score -427329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -427332.625000 Penalty: 2902.152588
	Iteration 54Q: 3 clusters Score -427332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -427334.781250 Penalty: 2902.152588
	Iteration 55Q: 3 clusters Score -427334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -427336.687500 Penalty: 2902.152588
	Iteration 56Q: 3 clusters Score -427336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -427336.656250 Penalty: 2902.152588
	Iteration 57Q: 3 clusters Score -427336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -427337.562500 Penalty: 2902.152588
	Iteration 58Q: 3 clusters Score -427337.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -427337.562500 Penalty: 2902.152588
	Iteration 59F: 3 clusters Score -427337.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -125766.828125 Penalty: 1254.719116
	Iteration 0F: 2 clusters Score -125766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -123571.257812 Penalty: 2509.438232
	Iteration 0F: 3 clusters Score -123571.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -124034.062500 Penalty: 2509.438232
	Iteration 1F: 3 clusters Score -124034.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -124130.343750 Penalty: 2509.438232
	Iteration 2F: 3 clusters Score -124130.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -124191.851562 Penalty: 2509.438232
	Iteration 3Q: 3 clusters Score -124191.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -124255.570312 Penalty: 2509.438232
	Iteration 4Q: 3 clusters Score -124255.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -124348.984375 Penalty: 2509.438232
	Iteration 5Q: 3 clusters Score -124349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -124479.031250 Penalty: 2509.438232
	Iteration 6Q: 3 clusters Score -124479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -124597.140625 Penalty: 2509.438232
	Iteration 7Q: 3 clusters Score -124597.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -124731.390625 Penalty: 2509.438232
	Iteration 8F: 3 clusters Score -124731.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -124877.789062 Penalty: 2509.438232
	Iteration 9F: 3 clusters Score -124877.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -124989.343750 Penalty: 2509.438232
	Iteration 10Q: 3 clusters Score -124989.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -125083.742188 Penalty: 2509.438232
	Iteration 11Q: 3 clusters Score -125083.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125136.593750 Penalty: 2509.438232
	Iteration 12Q: 3 clusters Score -125136.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125161.617188 Penalty: 2509.438232
	Iteration 13Q: 3 clusters Score -125161.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -125177.414062 Penalty: 2509.438232
	Iteration 14Q: 3 clusters Score -125177.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -125188.906250 Penalty: 2509.438232
	Iteration 15Q: 3 clusters Score -125188.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125197.468750 Penalty: 2509.438232
	Iteration 16Q: 3 clusters Score -125197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125199.765625 Penalty: 2509.438232
	Iteration 17Q: 3 clusters Score -125199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -125200.398438 Penalty: 2509.438232
	Iteration 18Q: 3 clusters Score -125200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125200.859375 Penalty: 2509.438232
	Iteration 19Q: 3 clusters Score -125200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125200.859375 Penalty: 2509.438232
	Iteration 20F: 3 clusters Score -125200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -20957.171875 Penalty: 995.616272
	Iteration 0F: 2 clusters Score -20957.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19910.203125 Penalty: 1991.232544
	Iteration 0F: 3 clusters Score -19910.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20079.191406 Penalty: 1991.232544
	Iteration 1F: 3 clusters Score -20079.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20137.390625 Penalty: 1991.232544
	Iteration 2F: 3 clusters Score -20137.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20169.498047 Penalty: 1991.232544
	Iteration 3Q: 3 clusters Score -20169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20199.923828 Penalty: 1991.232544
	Iteration 4Q: 3 clusters Score -20199.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20231.054688 Penalty: 1991.232544
	Iteration 5Q: 3 clusters Score -20231.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20259.914062 Penalty: 1991.232544
	Iteration 6Q: 3 clusters Score -20259.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20296.599609 Penalty: 1991.232544
	Iteration 7Q: 3 clusters Score -20296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20332.429688 Penalty: 1991.232544
	Iteration 8Q: 3 clusters Score -20332.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20361.384766 Penalty: 1991.232544
	Iteration 9Q: 3 clusters Score -20361.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20426.908203 Penalty: 1991.232544
	Iteration 10Q: 3 clusters Score -20426.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20473.044922 Penalty: 1991.232544
	Iteration 11Q: 3 clusters Score -20473.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20507.447266 Penalty: 1991.232544
	Iteration 12Q: 3 clusters Score -20507.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20551.005859 Penalty: 1991.232544
	Iteration 13Q: 3 clusters Score -20551.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20596.884766 Penalty: 1991.232544
	Iteration 14Q: 3 clusters Score -20596.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20633.406250 Penalty: 1991.232544
	Iteration 15Q: 3 clusters Score -20633.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20685.660156 Penalty: 1991.232544
	Iteration 16Q: 3 clusters Score -20685.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20729.406250 Penalty: 1991.232544
	Iteration 17Q: 3 clusters Score -20729.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20749.718750 Penalty: 1991.232544
	Iteration 18Q: 3 clusters Score -20749.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20779.205078 Penalty: 1991.232544
	Iteration 19Q: 3 clusters Score -20779.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20801.453125 Penalty: 1991.232544
	Iteration 20F: 3 clusters Score -20801.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20846.824219 Penalty: 1991.232544
	Iteration 21Q: 3 clusters Score -20846.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20869.197266 Penalty: 1991.232544
	Iteration 22Q: 3 clusters Score -20869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20903.753906 Penalty: 1991.232544
	Iteration 23Q: 3 clusters Score -20903.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20937.902344 Penalty: 1991.232544
	Iteration 24Q: 3 clusters Score -20937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20967.177734 Penalty: 1991.232544
	Iteration 25Q: 3 clusters Score -20967.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20987.025391 Penalty: 1991.232544
	Iteration 26Q: 3 clusters Score -20987.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20994.162109 Penalty: 1991.232544
	Iteration 27Q: 3 clusters Score -20994.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20998.308594 Penalty: 1991.232544
	Iteration 28Q: 3 clusters Score -20998.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20999.783203 Penalty: 1991.232544
	Iteration 29Q: 3 clusters Score -20999.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20999.783203 Penalty: 1991.232544
	Iteration 30F: 3 clusters Score -20999.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 254 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4115 members 
Mstep: Class 42 contains 204 members 
Entering Unmasked Estep 
Score: -12702985.000000 Penalty: 84375.257812
Splitting cluster 10 changes total score from -12703960.000000 to -12702985.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Entering Unmasked Estep 
Score: -283723.250000 Penalty: 1409.445923
	Iteration 0F: 2 clusters Score -283723.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -279244.500000 Penalty: 2818.891846
	Iteration 0F: 3 clusters Score -279244.5 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -280726.625000 Penalty: 2818.891846
	Iteration 1F: 3 clusters Score -280726.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -281087.718750 Penalty: 2818.891846
	Iteration 2F: 3 clusters Score -281087.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -281375.687500 Penalty: 2818.891846
	Iteration 3F: 3 clusters Score -281375.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -281695.531250 Penalty: 2818.891846
	Iteration 4F: 3 clusters Score -281695.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -281947.687500 Penalty: 2818.891846
	Iteration 5F: 3 clusters Score -281947.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -282144.750000 Penalty: 2818.891846
	Iteration 6F: 3 clusters Score -282144.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -282305.312500 Penalty: 2818.891846
	Iteration 7Q: 3 clusters Score -282305.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -282454.562500 Penalty: 2818.891846
	Iteration 8Q: 3 clusters Score -282454.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -282568.781250 Penalty: 2818.891846
	Iteration 9Q: 3 clusters Score -282568.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -282649.156250 Penalty: 2818.891846
	Iteration 10Q: 3 clusters Score -282649.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -282715.437500 Penalty: 2818.891846
	Iteration 11Q: 3 clusters Score -282715.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -282768.906250 Penalty: 2818.891846
	Iteration 12Q: 3 clusters Score -282768.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -282811.281250 Penalty: 2818.891846
	Iteration 13Q: 3 clusters Score -282811.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -282843.593750 Penalty: 2818.891846
	Iteration 14Q: 3 clusters Score -282843.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -282874.687500 Penalty: 2818.891846
	Iteration 15Q: 3 clusters Score -282874.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -282895.781250 Penalty: 2818.891846
	Iteration 16Q: 3 clusters Score -282895.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -282916.437500 Penalty: 2818.891846
	Iteration 17Q: 3 clusters Score -282916.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -282937.843750 Penalty: 2818.891846
	Iteration 18Q: 3 clusters Score -282937.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -282951.500000 Penalty: 2818.891846
	Iteration 19Q: 3 clusters Score -282951.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -282959.250000 Penalty: 2818.891846
	Iteration 20F: 3 clusters Score -282959.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -282964.250000 Penalty: 2818.891846
	Iteration 21Q: 3 clusters Score -282964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -282973.375000 Penalty: 2818.891846
	Iteration 22Q: 3 clusters Score -282973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -282980.375000 Penalty: 2818.891846
	Iteration 23Q: 3 clusters Score -282980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -282987.781250 Penalty: 2818.891846
	Iteration 24Q: 3 clusters Score -282987.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -282994.437500 Penalty: 2818.891846
	Iteration 25Q: 3 clusters Score -282994.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -283001.750000 Penalty: 2818.891846
	Iteration 26Q: 3 clusters Score -283001.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -283008.625000 Penalty: 2818.891846
	Iteration 27Q: 3 clusters Score -283008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -283015.031250 Penalty: 2818.891846
	Iteration 28Q: 3 clusters Score -283015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -283020.062500 Penalty: 2818.891846
	Iteration 29Q: 3 clusters Score -283020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -283022.218750 Penalty: 2818.891846
	Iteration 30Q: 3 clusters Score -283022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -283026.625000 Penalty: 2818.891846
	Iteration 31Q: 3 clusters Score -283026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -283029.000000 Penalty: 2818.891846
	Iteration 32Q: 3 clusters Score -283029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -283031.281250 Penalty: 2818.891846
	Iteration 33Q: 3 clusters Score -283031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -283033.312500 Penalty: 2818.891846
	Iteration 34Q: 3 clusters Score -283033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -283034.218750 Penalty: 2818.891846
	Iteration 35Q: 3 clusters Score -283034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -283035.687500 Penalty: 2818.891846
	Iteration 36Q: 3 clusters Score -283035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -283036.156250 Penalty: 2818.891846
	Iteration 37Q: 3 clusters Score -283036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -283036.562500 Penalty: 2818.891846
	Iteration 38Q: 3 clusters Score -283036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -283036.625000 Penalty: 2818.891846
	Iteration 39Q: 3 clusters Score -283036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -283036.250000 Penalty: 2818.891846
	Iteration 40F: 3 clusters Score -283036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -301471.468750 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -301471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -297513.968750 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -297514 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -298610.281250 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -298610.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -298831.500000 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -298831.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -299027.781250 Penalty: 2769.061279
	Iteration 3F: 3 clusters Score -299027.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -299245.375000 Penalty: 2769.061279
	Iteration 4F: 3 clusters Score -299245.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -299474.500000 Penalty: 2769.061279
	Iteration 5F: 3 clusters Score -299474.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -299687.625000 Penalty: 2769.061279
	Iteration 6F: 3 clusters Score -299687.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -299852.937500 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -299852.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -299981.468750 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -299981.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -300084.843750 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -300084.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -300149.093750 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -300149.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -300183.250000 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -300183.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -300203.187500 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -300203.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -300213.187500 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -300213.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -300223.156250 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -300223.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -300229.562500 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -300229.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -300235.187500 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -300235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -300239.718750 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -300239.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -300244.343750 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -300244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -300245.156250 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -300245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -300247.062500 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -300247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -300247.031250 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -300247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -300248.093750 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -300248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -300248.281250 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -300248.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -300248.281250 Penalty: 2769.061279
	Iteration 24F: 3 clusters Score -300248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Entering Unmasked Estep 
Score: -705488.375000 Penalty: 1526.794312
	Iteration 0F: 2 clusters Score -705488.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -697129.000000 Penalty: 3053.588623
	Iteration 0F: 3 clusters Score -697129 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -700019.500000 Penalty: 3053.588623
	Iteration 1F: 3 clusters Score -700019.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -700475.312500 Penalty: 3053.588623
	Iteration 2F: 3 clusters Score -700475.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -700976.062500 Penalty: 3053.588623
	Iteration 3F: 3 clusters Score -700976.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -701610.437500 Penalty: 3053.588623
	Iteration 4F: 3 clusters Score -701610.4 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -702338.625000 Penalty: 3053.588623
	Iteration 5F: 3 clusters Score -702338.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -703182.375000 Penalty: 3053.588623
	Iteration 6F: 3 clusters Score -703182.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -703908.312500 Penalty: 3053.588623
	Iteration 7F: 3 clusters Score -703908.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -704363.312500 Penalty: 3053.588623
	Iteration 8Q: 3 clusters Score -704363.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -704629.625000 Penalty: 3053.588623
	Iteration 9Q: 3 clusters Score -704629.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -704799.062500 Penalty: 3053.588623
	Iteration 10Q: 3 clusters Score -704799.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -704881.687500 Penalty: 3053.588623
	Iteration 11Q: 3 clusters Score -704881.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -704925.812500 Penalty: 3053.588623
	Iteration 12Q: 3 clusters Score -704925.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -704952.250000 Penalty: 3053.588623
	Iteration 13Q: 3 clusters Score -704952.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -704978.562500 Penalty: 3053.588623
	Iteration 14Q: 3 clusters Score -704978.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -704997.500000 Penalty: 3053.588623
	Iteration 15Q: 3 clusters Score -704997.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -705013.250000 Penalty: 3053.588623
	Iteration 16Q: 3 clusters Score -705013.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -705018.937500 Penalty: 3053.588623
	Iteration 17Q: 3 clusters Score -705018.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -705024.750000 Penalty: 3053.588623
	Iteration 18Q: 3 clusters Score -705024.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -705030.125000 Penalty: 3053.588623
	Iteration 19Q: 3 clusters Score -705030.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -705030.812500 Penalty: 3053.588623
	Iteration 20F: 3 clusters Score -705030.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -705035.687500 Penalty: 3053.588623
	Iteration 21Q: 3 clusters Score -705035.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -705037.500000 Penalty: 3053.588623
	Iteration 22Q: 3 clusters Score -705037.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -705042.062500 Penalty: 3053.588623
	Iteration 23Q: 3 clusters Score -705042.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -705039.812500 Penalty: 3053.588623
	Iteration 24Q: 3 clusters Score -705039.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -705042.125000 Penalty: 3053.588623
	Iteration 25Q: 3 clusters Score -705042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -705045.187500 Penalty: 3053.588623
	Iteration 26Q: 3 clusters Score -705045.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -705048.500000 Penalty: 3053.588623
	Iteration 27Q: 3 clusters Score -705048.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -705050.125000 Penalty: 3053.588623
	Iteration 28Q: 3 clusters Score -705050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -705050.437500 Penalty: 3053.588623
	Iteration 29Q: 3 clusters Score -705050.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -705051.250000 Penalty: 3053.588623
	Iteration 30Q: 3 clusters Score -705051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -705051.187500 Penalty: 3053.588623
	Iteration 31Q: 3 clusters Score -705051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -705048.937500 Penalty: 3053.588623
	Iteration 32Q: 3 clusters Score -705048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -705052.312500 Penalty: 3053.588623
	Iteration 33Q: 3 clusters Score -705052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -705052.187500 Penalty: 3053.588623
	Iteration 34Q: 3 clusters Score -705052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -705053.937500 Penalty: 3053.588623
	Iteration 35Q: 3 clusters Score -705053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -705053.625000 Penalty: 3053.588623
	Iteration 36Q: 3 clusters Score -705053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -705053.625000 Penalty: 3053.588623
	Iteration 37F: 3 clusters Score -705053.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -676327.937500 Penalty: 1516.180786
	Iteration 0F: 2 clusters Score -676327.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -668384.125000 Penalty: 3032.361572
	Iteration 0F: 3 clusters Score -668384.1 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -670975.562500 Penalty: 3032.361572
	Iteration 1F: 3 clusters Score -670975.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -671212.625000 Penalty: 3032.361572
	Iteration 2F: 3 clusters Score -671212.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -671408.437500 Penalty: 3032.361572
	Iteration 3Q: 3 clusters Score -671408.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -671564.062500 Penalty: 3032.361572
	Iteration 4Q: 3 clusters Score -671564.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -671717.250000 Penalty: 3032.361572
	Iteration 5Q: 3 clusters Score -671717.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -671858.187500 Penalty: 3032.361572
	Iteration 6Q: 3 clusters Score -671858.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -671996.875000 Penalty: 3032.361572
	Iteration 7Q: 3 clusters Score -671996.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -672134.000000 Penalty: 3032.361572
	Iteration 8Q: 3 clusters Score -672134 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -672292.625000 Penalty: 3032.361572
	Iteration 9Q: 3 clusters Score -672292.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -672483.125000 Penalty: 3032.361572
	Iteration 10Q: 3 clusters Score -672483.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -672667.187500 Penalty: 3032.361572
	Iteration 11Q: 3 clusters Score -672667.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -672865.187500 Penalty: 3032.361572
	Iteration 12Q: 3 clusters Score -672865.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -673087.500000 Penalty: 3032.361572
	Iteration 13Q: 3 clusters Score -673087.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -673334.312500 Penalty: 3032.361572
	Iteration 14Q: 3 clusters Score -673334.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -673509.000000 Penalty: 3032.361572
	Iteration 15Q: 3 clusters Score -673509 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -673624.125000 Penalty: 3032.361572
	Iteration 16Q: 3 clusters Score -673624.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -673719.500000 Penalty: 3032.361572
	Iteration 17Q: 3 clusters Score -673719.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -673785.437500 Penalty: 3032.361572
	Iteration 18Q: 3 clusters Score -673785.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -673841.312500 Penalty: 3032.361572
	Iteration 19Q: 3 clusters Score -673841.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -673894.000000 Penalty: 3032.361572
	Iteration 20F: 3 clusters Score -673894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -673943.312500 Penalty: 3032.361572
	Iteration 21Q: 3 clusters Score -673943.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -673993.375000 Penalty: 3032.361572
	Iteration 22Q: 3 clusters Score -673993.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -674055.562500 Penalty: 3032.361572
	Iteration 23Q: 3 clusters Score -674055.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -674114.937500 Penalty: 3032.361572
	Iteration 24Q: 3 clusters Score -674114.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -674196.000000 Penalty: 3032.361572
	Iteration 25Q: 3 clusters Score -674196 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -674271.187500 Penalty: 3032.361572
	Iteration 26Q: 3 clusters Score -674271.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -674330.187500 Penalty: 3032.361572
	Iteration 27Q: 3 clusters Score -674330.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -674378.000000 Penalty: 3032.361572
	Iteration 28Q: 3 clusters Score -674378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -674420.375000 Penalty: 3032.361572
	Iteration 29Q: 3 clusters Score -674420.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -674463.750000 Penalty: 3032.361572
	Iteration 30Q: 3 clusters Score -674463.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -674501.625000 Penalty: 3032.361572
	Iteration 31Q: 3 clusters Score -674501.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -674528.937500 Penalty: 3032.361572
	Iteration 32Q: 3 clusters Score -674528.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -674553.312500 Penalty: 3032.361572
	Iteration 33Q: 3 clusters Score -674553.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -674575.937500 Penalty: 3032.361572
	Iteration 34Q: 3 clusters Score -674575.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -674604.062500 Penalty: 3032.361572
	Iteration 35Q: 3 clusters Score -674604.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -674630.375000 Penalty: 3032.361572
	Iteration 36Q: 3 clusters Score -674630.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -674644.812500 Penalty: 3032.361572
	Iteration 37Q: 3 clusters Score -674644.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -674663.562500 Penalty: 3032.361572
	Iteration 38Q: 3 clusters Score -674663.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -674681.312500 Penalty: 3032.361572
	Iteration 39Q: 3 clusters Score -674681.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -674699.500000 Penalty: 3032.361572
	Iteration 40F: 3 clusters Score -674699.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -674722.875000 Penalty: 3032.361572
	Iteration 41Q: 3 clusters Score -674722.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -674744.812500 Penalty: 3032.361572
	Iteration 42Q: 3 clusters Score -674744.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -674773.250000 Penalty: 3032.361572
	Iteration 43Q: 3 clusters Score -674773.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -674801.375000 Penalty: 3032.361572
	Iteration 44Q: 3 clusters Score -674801.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -674827.500000 Penalty: 3032.361572
	Iteration 45Q: 3 clusters Score -674827.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -674860.750000 Penalty: 3032.361572
	Iteration 46Q: 3 clusters Score -674860.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -674887.187500 Penalty: 3032.361572
	Iteration 47Q: 3 clusters Score -674887.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -674906.937500 Penalty: 3032.361572
	Iteration 48Q: 3 clusters Score -674906.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -674920.562500 Penalty: 3032.361572
	Iteration 49Q: 3 clusters Score -674920.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -674932.437500 Penalty: 3032.361572
	Iteration 50Q: 3 clusters Score -674932.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -674943.000000 Penalty: 3032.361572
	Iteration 51Q: 3 clusters Score -674943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -674947.500000 Penalty: 3032.361572
	Iteration 52Q: 3 clusters Score -674947.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -674955.750000 Penalty: 3032.361572
	Iteration 53Q: 3 clusters Score -674955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -674962.937500 Penalty: 3032.361572
	Iteration 54Q: 3 clusters Score -674962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -674970.937500 Penalty: 3032.361572
	Iteration 55Q: 3 clusters Score -674970.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -674978.437500 Penalty: 3032.361572
	Iteration 56Q: 3 clusters Score -674978.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -674985.812500 Penalty: 3032.361572
	Iteration 57Q: 3 clusters Score -674985.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -674992.250000 Penalty: 3032.361572
	Iteration 58Q: 3 clusters Score -674992.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -674997.500000 Penalty: 3032.361572
	Iteration 59Q: 3 clusters Score -674997.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -675000.562500 Penalty: 3032.361572
	Iteration 60F: 3 clusters Score -675000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -675005.000000 Penalty: 3032.361572
	Iteration 61Q: 3 clusters Score -675005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -675005.500000 Penalty: 3032.361572
	Iteration 62Q: 3 clusters Score -675005.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -675007.562500 Penalty: 3032.361572
	Iteration 63Q: 3 clusters Score -675007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -675009.937500 Penalty: 3032.361572
	Iteration 64Q: 3 clusters Score -675009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -675010.500000 Penalty: 3032.361572
	Iteration 65Q: 3 clusters Score -675010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -675011.812500 Penalty: 3032.361572
	Iteration 66Q: 3 clusters Score -675011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -675013.062500 Penalty: 3032.361572
	Iteration 67Q: 3 clusters Score -675013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -675013.312500 Penalty: 3032.361572
	Iteration 68Q: 3 clusters Score -675013.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -675014.500000 Penalty: 3032.361572
	Iteration 69Q: 3 clusters Score -675014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -675014.312500 Penalty: 3032.361572
	Iteration 70Q: 3 clusters Score -675014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -675015.562500 Penalty: 3032.361572
	Iteration 71Q: 3 clusters Score -675015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -675016.687500 Penalty: 3032.361572
	Iteration 72Q: 3 clusters Score -675016.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -675018.125000 Penalty: 3032.361572
	Iteration 73Q: 3 clusters Score -675018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -675023.375000 Penalty: 3032.361572
	Iteration 74Q: 3 clusters Score -675023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -675024.750000 Penalty: 3032.361572
	Iteration 75Q: 3 clusters Score -675024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -675024.437500 Penalty: 3032.361572
	Iteration 76Q: 3 clusters Score -675024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -675024.000000 Penalty: 3032.361572
	Iteration 77Q: 3 clusters Score -675024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -675025.312500 Penalty: 3032.361572
	Iteration 78Q: 3 clusters Score -675025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -675025.125000 Penalty: 3032.361572
	Iteration 79Q: 3 clusters Score -675025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -675025.812500 Penalty: 3032.361572
	Iteration 80F: 3 clusters Score -675025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -675028.437500 Penalty: 3032.361572
	Iteration 81Q: 3 clusters Score -675028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -675029.000000 Penalty: 3032.361572
	Iteration 82Q: 3 clusters Score -675029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -675030.937500 Penalty: 3032.361572
	Iteration 83Q: 3 clusters Score -675030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -675031.000000 Penalty: 3032.361572
	Iteration 84Q: 3 clusters Score -675031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -675031.687500 Penalty: 3032.361572
	Iteration 85Q: 3 clusters Score -675031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -675032.562500 Penalty: 3032.361572
	Iteration 86Q: 3 clusters Score -675032.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -675032.562500 Penalty: 3032.361572
	Iteration 87F: 3 clusters Score -675032.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -160031.062500 Penalty: 1290.113281
	Iteration 0F: 2 clusters Score -160031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -157432.015625 Penalty: 2580.226562
	Iteration 0F: 3 clusters Score -157432 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -158047.734375 Penalty: 2580.226562
	Iteration 1F: 3 clusters Score -158047.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -158173.140625 Penalty: 2580.226562
	Iteration 2F: 3 clusters Score -158173.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -158237.343750 Penalty: 2580.226562
	Iteration 3Q: 3 clusters Score -158237.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -158281.593750 Penalty: 2580.226562
	Iteration 4Q: 3 clusters Score -158281.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -158322.859375 Penalty: 2580.226562
	Iteration 5Q: 3 clusters Score -158322.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -158351.390625 Penalty: 2580.226562
	Iteration 6Q: 3 clusters Score -158351.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -158378.546875 Penalty: 2580.226562
	Iteration 7Q: 3 clusters Score -158378.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -158408.156250 Penalty: 2580.226562
	Iteration 8Q: 3 clusters Score -158408.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -158434.312500 Penalty: 2580.226562
	Iteration 9Q: 3 clusters Score -158434.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -158454.843750 Penalty: 2580.226562
	Iteration 10Q: 3 clusters Score -158454.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -158477.187500 Penalty: 2580.226562
	Iteration 11Q: 3 clusters Score -158477.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -158498.625000 Penalty: 2580.226562
	Iteration 12Q: 3 clusters Score -158498.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -158519.750000 Penalty: 2580.226562
	Iteration 13Q: 3 clusters Score -158519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -158538.718750 Penalty: 2580.226562
	Iteration 14Q: 3 clusters Score -158538.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -158555.687500 Penalty: 2580.226562
	Iteration 15Q: 3 clusters Score -158555.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -158574.453125 Penalty: 2580.226562
	Iteration 16Q: 3 clusters Score -158574.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -158600.281250 Penalty: 2580.226562
	Iteration 17Q: 3 clusters Score -158600.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -158630.203125 Penalty: 2580.226562
	Iteration 18Q: 3 clusters Score -158630.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -158659.609375 Penalty: 2580.226562
	Iteration 19Q: 3 clusters Score -158659.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -158693.312500 Penalty: 2580.226562
	Iteration 20F: 3 clusters Score -158693.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -158724.046875 Penalty: 2580.226562
	Iteration 21Q: 3 clusters Score -158724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -158742.125000 Penalty: 2580.226562
	Iteration 22Q: 3 clusters Score -158742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -158761.687500 Penalty: 2580.226562
	Iteration 23Q: 3 clusters Score -158761.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -158777.609375 Penalty: 2580.226562
	Iteration 24Q: 3 clusters Score -158777.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -158796.093750 Penalty: 2580.226562
	Iteration 25Q: 3 clusters Score -158796.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -158813.093750 Penalty: 2580.226562
	Iteration 26Q: 3 clusters Score -158813.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -158827.359375 Penalty: 2580.226562
	Iteration 27Q: 3 clusters Score -158827.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -158833.828125 Penalty: 2580.226562
	Iteration 28Q: 3 clusters Score -158833.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -158842.203125 Penalty: 2580.226562
	Iteration 29Q: 3 clusters Score -158842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -158848.921875 Penalty: 2580.226562
	Iteration 30Q: 3 clusters Score -158848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -158855.484375 Penalty: 2580.226562
	Iteration 31Q: 3 clusters Score -158855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -158864.140625 Penalty: 2580.226562
	Iteration 32Q: 3 clusters Score -158864.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -158868.156250 Penalty: 2580.226562
	Iteration 33Q: 3 clusters Score -158868.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -158870.828125 Penalty: 2580.226562
	Iteration 34Q: 3 clusters Score -158870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -158875.046875 Penalty: 2580.226562
	Iteration 35Q: 3 clusters Score -158875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -158880.437500 Penalty: 2580.226562
	Iteration 36Q: 3 clusters Score -158880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -158888.968750 Penalty: 2580.226562
	Iteration 37Q: 3 clusters Score -158889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -158902.171875 Penalty: 2580.226562
	Iteration 38Q: 3 clusters Score -158902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -158909.468750 Penalty: 2580.226562
	Iteration 39Q: 3 clusters Score -158909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -158914.781250 Penalty: 2580.226562
	Iteration 40F: 3 clusters Score -158914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -158918.203125 Penalty: 2580.226562
	Iteration 41Q: 3 clusters Score -158918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -158920.843750 Penalty: 2580.226562
	Iteration 42Q: 3 clusters Score -158920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -158922.515625 Penalty: 2580.226562
	Iteration 43Q: 3 clusters Score -158922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -158926.593750 Penalty: 2580.226562
	Iteration 44Q: 3 clusters Score -158926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -158928.296875 Penalty: 2580.226562
	Iteration 45Q: 3 clusters Score -158928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -158928.906250 Penalty: 2580.226562
	Iteration 46Q: 3 clusters Score -158928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -158929.562500 Penalty: 2580.226562
	Iteration 47Q: 3 clusters Score -158929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -158932.250000 Penalty: 2580.226562
	Iteration 48Q: 3 clusters Score -158932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -158935.671875 Penalty: 2580.226562
	Iteration 49Q: 3 clusters Score -158935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -158939.281250 Penalty: 2580.226562
	Iteration 50Q: 3 clusters Score -158939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -158942.281250 Penalty: 2580.226562
	Iteration 51Q: 3 clusters Score -158942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -158945.109375 Penalty: 2580.226562
	Iteration 52Q: 3 clusters Score -158945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -158947.062500 Penalty: 2580.226562
	Iteration 53Q: 3 clusters Score -158947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -158947.062500 Penalty: 2580.226562
	Iteration 54F: 3 clusters Score -158947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -227890.343750 Penalty: 1379.662964
	Iteration 0F: 2 clusters Score -227890.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -224043.718750 Penalty: 2759.325928
	Iteration 0F: 3 clusters Score -224043.7 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -225212.078125 Penalty: 2759.325928
	Iteration 1F: 3 clusters Score -225212.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -225477.937500 Penalty: 2759.325928
	Iteration 2F: 3 clusters Score -225477.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -225665.406250 Penalty: 2759.325928
	Iteration 3F: 3 clusters Score -225665.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -225830.015625 Penalty: 2759.325928
	Iteration 4Q: 3 clusters Score -225830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -225979.234375 Penalty: 2759.325928
	Iteration 5Q: 3 clusters Score -225979.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -226083.781250 Penalty: 2759.325928
	Iteration 6Q: 3 clusters Score -226083.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -226173.031250 Penalty: 2759.325928
	Iteration 7Q: 3 clusters Score -226173 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -226262.484375 Penalty: 2759.325928
	Iteration 8Q: 3 clusters Score -226262.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -226355.625000 Penalty: 2759.325928
	Iteration 9Q: 3 clusters Score -226355.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -226447.890625 Penalty: 2759.325928
	Iteration 10Q: 3 clusters Score -226447.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -226532.062500 Penalty: 2759.325928
	Iteration 11Q: 3 clusters Score -226532.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -226593.968750 Penalty: 2759.325928
	Iteration 12Q: 3 clusters Score -226594 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -226652.968750 Penalty: 2759.325928
	Iteration 13Q: 3 clusters Score -226653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -226696.265625 Penalty: 2759.325928
	Iteration 14Q: 3 clusters Score -226696.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -226725.343750 Penalty: 2759.325928
	Iteration 15Q: 3 clusters Score -226725.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -226748.156250 Penalty: 2759.325928
	Iteration 16Q: 3 clusters Score -226748.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -226766.546875 Penalty: 2759.325928
	Iteration 17Q: 3 clusters Score -226766.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -226781.921875 Penalty: 2759.325928
	Iteration 18Q: 3 clusters Score -226781.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -226798.312500 Penalty: 2759.325928
	Iteration 19Q: 3 clusters Score -226798.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -226812.843750 Penalty: 2759.325928
	Iteration 20F: 3 clusters Score -226812.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -226830.765625 Penalty: 2759.325928
	Iteration 21Q: 3 clusters Score -226830.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -226847.718750 Penalty: 2759.325928
	Iteration 22Q: 3 clusters Score -226847.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -226861.218750 Penalty: 2759.325928
	Iteration 23Q: 3 clusters Score -226861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -226875.625000 Penalty: 2759.325928
	Iteration 24Q: 3 clusters Score -226875.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -226889.859375 Penalty: 2759.325928
	Iteration 25Q: 3 clusters Score -226889.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -226904.609375 Penalty: 2759.325928
	Iteration 26Q: 3 clusters Score -226904.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -226919.062500 Penalty: 2759.325928
	Iteration 27Q: 3 clusters Score -226919.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -226941.421875 Penalty: 2759.325928
	Iteration 28Q: 3 clusters Score -226941.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -226968.656250 Penalty: 2759.325928
	Iteration 29Q: 3 clusters Score -226968.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -227039.843750 Penalty: 2759.325928
	Iteration 30Q: 3 clusters Score -227039.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -227122.531250 Penalty: 2759.325928
	Iteration 31Q: 3 clusters Score -227122.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -227217.828125 Penalty: 2759.325928
	Iteration 32Q: 3 clusters Score -227217.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -227277.859375 Penalty: 2759.325928
	Iteration 33Q: 3 clusters Score -227277.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -227318.781250 Penalty: 2759.325928
	Iteration 34Q: 3 clusters Score -227318.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -227349.484375 Penalty: 2759.325928
	Iteration 35Q: 3 clusters Score -227349.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -227382.796875 Penalty: 2759.325928
	Iteration 36Q: 3 clusters Score -227382.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -227410.625000 Penalty: 2759.325928
	Iteration 37Q: 3 clusters Score -227410.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -227432.218750 Penalty: 2759.325928
	Iteration 38Q: 3 clusters Score -227432.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -227452.031250 Penalty: 2759.325928
	Iteration 39Q: 3 clusters Score -227452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -227475.515625 Penalty: 2759.325928
	Iteration 40F: 3 clusters Score -227475.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -227504.500000 Penalty: 2759.325928
	Iteration 41Q: 3 clusters Score -227504.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -227530.953125 Penalty: 2759.325928
	Iteration 42Q: 3 clusters Score -227531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -227574.437500 Penalty: 2759.325928
	Iteration 43Q: 3 clusters Score -227574.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -227630.046875 Penalty: 2759.325928
	Iteration 44Q: 3 clusters Score -227630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -227697.578125 Penalty: 2759.325928
	Iteration 45Q: 3 clusters Score -227697.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -227756.250000 Penalty: 2759.325928
	Iteration 46Q: 3 clusters Score -227756.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -227800.515625 Penalty: 2759.325928
	Iteration 47Q: 3 clusters Score -227800.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -227840.515625 Penalty: 2759.325928
	Iteration 48Q: 3 clusters Score -227840.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -227874.343750 Penalty: 2759.325928
	Iteration 49Q: 3 clusters Score -227874.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -227895.234375 Penalty: 2759.325928
	Iteration 50Q: 3 clusters Score -227895.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -227912.359375 Penalty: 2759.325928
	Iteration 51Q: 3 clusters Score -227912.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -227924.250000 Penalty: 2759.325928
	Iteration 52Q: 3 clusters Score -227924.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -227939.750000 Penalty: 2759.325928
	Iteration 53Q: 3 clusters Score -227939.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -227954.890625 Penalty: 2759.325928
	Iteration 54Q: 3 clusters Score -227954.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -227963.843750 Penalty: 2759.325928
	Iteration 55Q: 3 clusters Score -227963.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -227972.000000 Penalty: 2759.325928
	Iteration 56Q: 3 clusters Score -227972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -227979.906250 Penalty: 2759.325928
	Iteration 57Q: 3 clusters Score -227979.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -227988.796875 Penalty: 2759.325928
	Iteration 58Q: 3 clusters Score -227988.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -227998.343750 Penalty: 2759.325928
	Iteration 59Q: 3 clusters Score -227998.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -228015.437500 Penalty: 2759.325928
	Iteration 60F: 3 clusters Score -228015.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -228030.718750 Penalty: 2759.325928
	Iteration 61Q: 3 clusters Score -228030.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -228043.078125 Penalty: 2759.325928
	Iteration 62Q: 3 clusters Score -228043.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -228056.656250 Penalty: 2759.325928
	Iteration 63Q: 3 clusters Score -228056.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -228072.234375 Penalty: 2759.325928
	Iteration 64Q: 3 clusters Score -228072.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -228093.609375 Penalty: 2759.325928
	Iteration 65Q: 3 clusters Score -228093.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -228110.765625 Penalty: 2759.325928
	Iteration 66Q: 3 clusters Score -228110.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -228126.046875 Penalty: 2759.325928
	Iteration 67Q: 3 clusters Score -228126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -228139.187500 Penalty: 2759.325928
	Iteration 68Q: 3 clusters Score -228139.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -228153.875000 Penalty: 2759.325928
	Iteration 69Q: 3 clusters Score -228153.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -228166.156250 Penalty: 2759.325928
	Iteration 70Q: 3 clusters Score -228166.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -228175.812500 Penalty: 2759.325928
	Iteration 71Q: 3 clusters Score -228175.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -228184.406250 Penalty: 2759.325928
	Iteration 72Q: 3 clusters Score -228184.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -228193.500000 Penalty: 2759.325928
	Iteration 73Q: 3 clusters Score -228193.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -228197.703125 Penalty: 2759.325928
	Iteration 74Q: 3 clusters Score -228197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -228200.546875 Penalty: 2759.325928
	Iteration 75Q: 3 clusters Score -228200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -228202.765625 Penalty: 2759.325928
	Iteration 76Q: 3 clusters Score -228202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -228203.921875 Penalty: 2759.325928
	Iteration 77Q: 3 clusters Score -228203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228205.250000 Penalty: 2759.325928
	Iteration 78Q: 3 clusters Score -228205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -228205.625000 Penalty: 2759.325928
	Iteration 79Q: 3 clusters Score -228205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -228206.234375 Penalty: 2759.325928
	Iteration 80F: 3 clusters Score -228206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -228206.296875 Penalty: 2759.325928
	Iteration 81Q: 3 clusters Score -228206.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -228206.875000 Penalty: 2759.325928
	Iteration 82Q: 3 clusters Score -228206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -228206.875000 Penalty: 2759.325928
	Iteration 83F: 3 clusters Score -228206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 3375 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4115 members 
Mstep: Class 42 contains 1492 members 
Entering Unmasked Estep 
Score: -12703614.000000 Penalty: 84375.257812
Splitting cluster 16 changes total score from -12703960.000000 to -12703614.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19409.404297 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -19409.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18437.326172 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -18437.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18559.902344 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -18559.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18621.644531 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -18621.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18640.789062 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -18640.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18641.658203 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -18641.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18641.658203 Penalty: 1919.242554
	Iteration 5F: 3 clusters Score -18641.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -355567.250000 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -355567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -350769.531250 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -350769.5 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -352224.687500 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -352224.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -352497.593750 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -352497.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -352728.687500 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -352728.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -352939.875000 Penalty: 2844.229248
	Iteration 4F: 3 clusters Score -352939.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -353181.281250 Penalty: 2844.229248
	Iteration 5F: 3 clusters Score -353181.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -353437.468750 Penalty: 2844.229248
	Iteration 6F: 3 clusters Score -353437.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -353645.625000 Penalty: 2844.229248
	Iteration 7F: 3 clusters Score -353645.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -353798.500000 Penalty: 2844.229248
	Iteration 8Q: 3 clusters Score -353798.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -353935.031250 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -353935 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -354029.281250 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -354029.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -354103.781250 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -354103.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -354152.093750 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -354152.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -354191.562500 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -354191.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -354220.343750 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -354220.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -354240.656250 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -354240.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -354257.625000 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -354257.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -354269.312500 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -354269.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -354278.468750 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -354278.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -354289.281250 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -354289.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -354296.625000 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -354296.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -354306.875000 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -354306.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -354315.093750 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -354315.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -354325.093750 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -354325.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -354332.406250 Penalty: 2844.229248
	Iteration 24Q: 3 clusters Score -354332.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -354337.781250 Penalty: 2844.229248
	Iteration 25Q: 3 clusters Score -354337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -354340.968750 Penalty: 2844.229248
	Iteration 26Q: 3 clusters Score -354341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -354345.562500 Penalty: 2844.229248
	Iteration 27Q: 3 clusters Score -354345.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -354347.531250 Penalty: 2844.229248
	Iteration 28Q: 3 clusters Score -354347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -354350.156250 Penalty: 2844.229248
	Iteration 29Q: 3 clusters Score -354350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -354351.750000 Penalty: 2844.229248
	Iteration 30Q: 3 clusters Score -354351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -354353.156250 Penalty: 2844.229248
	Iteration 31Q: 3 clusters Score -354353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -354355.218750 Penalty: 2844.229248
	Iteration 32Q: 3 clusters Score -354355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -354355.781250 Penalty: 2844.229248
	Iteration 33Q: 3 clusters Score -354355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -354356.968750 Penalty: 2844.229248
	Iteration 34Q: 3 clusters Score -354357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -354357.500000 Penalty: 2844.229248
	Iteration 35Q: 3 clusters Score -354357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -354357.843750 Penalty: 2844.229248
	Iteration 36Q: 3 clusters Score -354357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -354360.187500 Penalty: 2844.229248
	Iteration 37Q: 3 clusters Score -354360.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -354361.687500 Penalty: 2844.229248
	Iteration 38Q: 3 clusters Score -354361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -354362.468750 Penalty: 2844.229248
	Iteration 39Q: 3 clusters Score -354362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -354365.250000 Penalty: 2844.229248
	Iteration 40F: 3 clusters Score -354365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -354366.281250 Penalty: 2844.229248
	Iteration 41Q: 3 clusters Score -354366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -354367.093750 Penalty: 2844.229248
	Iteration 42Q: 3 clusters Score -354367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -354366.093750 Penalty: 2844.229248
	Iteration 43Q: 3 clusters Score -354366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -354366.750000 Penalty: 2844.229248
	Iteration 44Q: 3 clusters Score -354366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -354367.750000 Penalty: 2844.229248
	Iteration 45Q: 3 clusters Score -354367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -354368.375000 Penalty: 2844.229248
	Iteration 46Q: 3 clusters Score -354368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -354371.625000 Penalty: 2844.229248
	Iteration 47Q: 3 clusters Score -354371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -354374.281250 Penalty: 2844.229248
	Iteration 48Q: 3 clusters Score -354374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -354374.281250 Penalty: 2844.229248
	Iteration 49Q: 3 clusters Score -354374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -354374.781250 Penalty: 2844.229248
	Iteration 50Q: 3 clusters Score -354374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -354375.843750 Penalty: 2844.229248
	Iteration 51Q: 3 clusters Score -354375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -354375.968750 Penalty: 2844.229248
	Iteration 52Q: 3 clusters Score -354376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -354375.968750 Penalty: 2844.229248
	Iteration 53F: 3 clusters Score -354376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -764020.375000 Penalty: 1542.850708
	Iteration 0F: 2 clusters Score -764020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -754667.312500 Penalty: 3085.701416
	Iteration 0F: 3 clusters Score -754667.3 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -758051.375000 Penalty: 3085.701416
	Iteration 1F: 3 clusters Score -758051.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -758535.937500 Penalty: 3085.701416
	Iteration 2F: 3 clusters Score -758535.9 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -759120.187500 Penalty: 3085.701416
	Iteration 3F: 3 clusters Score -759120.2 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -759862.312500 Penalty: 3085.701416
	Iteration 4F: 3 clusters Score -759862.3 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -760652.000000 Penalty: 3085.701416
	Iteration 5F: 3 clusters Score -760652 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -761211.062500 Penalty: 3085.701416
	Iteration 6F: 3 clusters Score -761211.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -761601.500000 Penalty: 3085.701416
	Iteration 7Q: 3 clusters Score -761601.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -761867.000000 Penalty: 3085.701416
	Iteration 8Q: 3 clusters Score -761867 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -762034.937500 Penalty: 3085.701416
	Iteration 9Q: 3 clusters Score -762034.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -762148.375000 Penalty: 3085.701416
	Iteration 10Q: 3 clusters Score -762148.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -762237.625000 Penalty: 3085.701416
	Iteration 11Q: 3 clusters Score -762237.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -762312.937500 Penalty: 3085.701416
	Iteration 12Q: 3 clusters Score -762312.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -762376.187500 Penalty: 3085.701416
	Iteration 13Q: 3 clusters Score -762376.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -762432.250000 Penalty: 3085.701416
	Iteration 14Q: 3 clusters Score -762432.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -762481.250000 Penalty: 3085.701416
	Iteration 15Q: 3 clusters Score -762481.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -762536.000000 Penalty: 3085.701416
	Iteration 16Q: 3 clusters Score -762536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -762567.562500 Penalty: 3085.701416
	Iteration 17Q: 3 clusters Score -762567.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -762596.375000 Penalty: 3085.701416
	Iteration 18Q: 3 clusters Score -762596.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -762613.812500 Penalty: 3085.701416
	Iteration 19Q: 3 clusters Score -762613.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -762626.937500 Penalty: 3085.701416
	Iteration 20F: 3 clusters Score -762626.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -762644.500000 Penalty: 3085.701416
	Iteration 21Q: 3 clusters Score -762644.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -762655.000000 Penalty: 3085.701416
	Iteration 22Q: 3 clusters Score -762655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -762671.687500 Penalty: 3085.701416
	Iteration 23Q: 3 clusters Score -762671.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -762677.687500 Penalty: 3085.701416
	Iteration 24Q: 3 clusters Score -762677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -762684.000000 Penalty: 3085.701416
	Iteration 25Q: 3 clusters Score -762684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -762685.812500 Penalty: 3085.701416
	Iteration 26Q: 3 clusters Score -762685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -762686.937500 Penalty: 3085.701416
	Iteration 27Q: 3 clusters Score -762686.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -762688.562500 Penalty: 3085.701416
	Iteration 28Q: 3 clusters Score -762688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -762691.437500 Penalty: 3085.701416
	Iteration 29Q: 3 clusters Score -762691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -762691.187500 Penalty: 3085.701416
	Iteration 30Q: 3 clusters Score -762691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -762693.125000 Penalty: 3085.701416
	Iteration 31Q: 3 clusters Score -762693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -762693.125000 Penalty: 3085.701416
	Iteration 32F: 3 clusters Score -762693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -325381.875000 Penalty: 1401.177979
	Iteration 0F: 2 clusters Score -325381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -321008.937500 Penalty: 2802.355957
	Iteration 0F: 3 clusters Score -321008.9 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -322304.937500 Penalty: 2802.355957
	Iteration 1F: 3 clusters Score -322304.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -322481.312500 Penalty: 2802.355957
	Iteration 2F: 3 clusters Score -322481.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -322604.343750 Penalty: 2802.355957
	Iteration 3F: 3 clusters Score -322604.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -322707.062500 Penalty: 2802.355957
	Iteration 4Q: 3 clusters Score -322707.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -322825.125000 Penalty: 2802.355957
	Iteration 5Q: 3 clusters Score -322825.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -322952.718750 Penalty: 2802.355957
	Iteration 6Q: 3 clusters Score -322952.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -323116.781250 Penalty: 2802.355957
	Iteration 7Q: 3 clusters Score -323116.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -323306.593750 Penalty: 2802.355957
	Iteration 8Q: 3 clusters Score -323306.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -323476.406250 Penalty: 2802.355957
	Iteration 9Q: 3 clusters Score -323476.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -323607.062500 Penalty: 2802.355957
	Iteration 10Q: 3 clusters Score -323607.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -323729.625000 Penalty: 2802.355957
	Iteration 11Q: 3 clusters Score -323729.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -323826.125000 Penalty: 2802.355957
	Iteration 12Q: 3 clusters Score -323826.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -323881.093750 Penalty: 2802.355957
	Iteration 13Q: 3 clusters Score -323881.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -323923.156250 Penalty: 2802.355957
	Iteration 14Q: 3 clusters Score -323923.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -323947.093750 Penalty: 2802.355957
	Iteration 15Q: 3 clusters Score -323947.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -323969.687500 Penalty: 2802.355957
	Iteration 16Q: 3 clusters Score -323969.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -323986.281250 Penalty: 2802.355957
	Iteration 17Q: 3 clusters Score -323986.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -324001.593750 Penalty: 2802.355957
	Iteration 18Q: 3 clusters Score -324001.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -324018.812500 Penalty: 2802.355957
	Iteration 19Q: 3 clusters Score -324018.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -324035.437500 Penalty: 2802.355957
	Iteration 20F: 3 clusters Score -324035.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -324048.531250 Penalty: 2802.355957
	Iteration 21Q: 3 clusters Score -324048.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -324058.906250 Penalty: 2802.355957
	Iteration 22Q: 3 clusters Score -324058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -324061.750000 Penalty: 2802.355957
	Iteration 23Q: 3 clusters Score -324061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -324064.906250 Penalty: 2802.355957
	Iteration 24Q: 3 clusters Score -324064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -324068.093750 Penalty: 2802.355957
	Iteration 25Q: 3 clusters Score -324068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -324071.125000 Penalty: 2802.355957
	Iteration 26Q: 3 clusters Score -324071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -324075.750000 Penalty: 2802.355957
	Iteration 27Q: 3 clusters Score -324075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -324078.312500 Penalty: 2802.355957
	Iteration 28Q: 3 clusters Score -324078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -324080.906250 Penalty: 2802.355957
	Iteration 29Q: 3 clusters Score -324080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -324082.000000 Penalty: 2802.355957
	Iteration 30Q: 3 clusters Score -324082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -324082.468750 Penalty: 2802.355957
	Iteration 31Q: 3 clusters Score -324082.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -324082.468750 Penalty: 2802.355957
	Iteration 32F: 3 clusters Score -324082.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -67780.617188 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -67780.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66197.578125 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -66197.58 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -66804.140625 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -66804.14 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -67218.703125 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -67218.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67508.203125 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -67508.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67698.859375 Penalty: 2328.534180
	Iteration 4F: 3 clusters Score -67698.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67863.476562 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -67863.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67973.757812 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -67973.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68036.531250 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -68036.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68067.304688 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -68067.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68092.734375 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -68092.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68114.054688 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -68114.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68134.945312 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -68134.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68152.156250 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -68152.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68167.085938 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -68167.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68169.406250 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -68169.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68170.828125 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -68170.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68175.320312 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -68175.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68180.296875 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -68180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68181.453125 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -68181.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68182.953125 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -68182.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68185.406250 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -68185.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 880 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4115 members 
Mstep: Class 42 contains 413 members 
Entering Unmasked Estep 
Score: -12703512.000000 Penalty: 84375.257812
Splitting cluster 21 changes total score from -12703960.000000 to -12703512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Entering Unmasked Estep 
Score: -584977.312500 Penalty: 1495.047119
	Iteration 0F: 2 clusters Score -584977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -577848.875000 Penalty: 2990.094238
	Iteration 0F: 3 clusters Score -577848.9 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -580115.000000 Penalty: 2990.094238
	Iteration 1F: 3 clusters Score -580115 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -580411.062500 Penalty: 2990.094238
	Iteration 2F: 3 clusters Score -580411.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -580672.687500 Penalty: 2990.094238
	Iteration 3F: 3 clusters Score -580672.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -580902.875000 Penalty: 2990.094238
	Iteration 4Q: 3 clusters Score -580902.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -581133.437500 Penalty: 2990.094238
	Iteration 5Q: 3 clusters Score -581133.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -581335.750000 Penalty: 2990.094238
	Iteration 6Q: 3 clusters Score -581335.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -581519.437500 Penalty: 2990.094238
	Iteration 7Q: 3 clusters Score -581519.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -581727.250000 Penalty: 2990.094238
	Iteration 8Q: 3 clusters Score -581727.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -581956.125000 Penalty: 2990.094238
	Iteration 9Q: 3 clusters Score -581956.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -582245.250000 Penalty: 2990.094238
	Iteration 10Q: 3 clusters Score -582245.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -582605.625000 Penalty: 2990.094238
	Iteration 11Q: 3 clusters Score -582605.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -583094.062500 Penalty: 2990.094238
	Iteration 12Q: 3 clusters Score -583094.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -583516.062500 Penalty: 2990.094238
	Iteration 13Q: 3 clusters Score -583516.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -583701.375000 Penalty: 2990.094238
	Iteration 14Q: 3 clusters Score -583701.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -583808.250000 Penalty: 2990.094238
	Iteration 15Q: 3 clusters Score -583808.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -583873.312500 Penalty: 2990.094238
	Iteration 16Q: 3 clusters Score -583873.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -583928.062500 Penalty: 2990.094238
	Iteration 17Q: 3 clusters Score -583928.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -583961.375000 Penalty: 2990.094238
	Iteration 18Q: 3 clusters Score -583961.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -583980.937500 Penalty: 2990.094238
	Iteration 19Q: 3 clusters Score -583980.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -583995.875000 Penalty: 2990.094238
	Iteration 20F: 3 clusters Score -583995.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -584007.437500 Penalty: 2990.094238
	Iteration 21Q: 3 clusters Score -584007.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -584014.875000 Penalty: 2990.094238
	Iteration 22Q: 3 clusters Score -584014.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -584021.875000 Penalty: 2990.094238
	Iteration 23Q: 3 clusters Score -584021.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -584027.562500 Penalty: 2990.094238
	Iteration 24Q: 3 clusters Score -584027.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -584029.750000 Penalty: 2990.094238
	Iteration 25Q: 3 clusters Score -584029.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -584033.312500 Penalty: 2990.094238
	Iteration 26Q: 3 clusters Score -584033.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -584034.437500 Penalty: 2990.094238
	Iteration 27Q: 3 clusters Score -584034.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -584038.687500 Penalty: 2990.094238
	Iteration 28Q: 3 clusters Score -584038.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -584041.500000 Penalty: 2990.094238
	Iteration 29Q: 3 clusters Score -584041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -584043.687500 Penalty: 2990.094238
	Iteration 30Q: 3 clusters Score -584043.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -584042.937500 Penalty: 2990.094238
	Iteration 31Q: 3 clusters Score -584042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -584043.437500 Penalty: 2990.094238
	Iteration 32Q: 3 clusters Score -584043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -584043.250000 Penalty: 2990.094238
	Iteration 33Q: 3 clusters Score -584043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -584043.625000 Penalty: 2990.094238
	Iteration 34Q: 3 clusters Score -584043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -584044.812500 Penalty: 2990.094238
	Iteration 35Q: 3 clusters Score -584044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -584044.500000 Penalty: 2990.094238
	Iteration 36Q: 3 clusters Score -584044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -584044.250000 Penalty: 2990.094238
	Iteration 37Q: 3 clusters Score -584044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -584043.812500 Penalty: 2990.094238
	Iteration 38Q: 3 clusters Score -584043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -584043.812500 Penalty: 2990.094238
	Iteration 39F: 3 clusters Score -584043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Entering Unmasked Estep 
Score: -1488349.625000 Penalty: 1645.467041
	Iteration 0F: 2 clusters Score -1488350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1471441.000000 Penalty: 3290.934082
	Iteration 0F: 3 clusters Score -1471441 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1477901.625000 Penalty: 3290.934082
	Iteration 1F: 3 clusters Score -1477902 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1478407.000000 Penalty: 3290.934082
	Iteration 2F: 3 clusters Score -1478407 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1478964.375000 Penalty: 3290.934082
	Iteration 3F: 3 clusters Score -1478964 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1479604.125000 Penalty: 3290.934082
	Iteration 4F: 3 clusters Score -1479604 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1480322.250000 Penalty: 3290.934082
	Iteration 5F: 3 clusters Score -1480322 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1481004.875000 Penalty: 3290.934082
	Iteration 6F: 3 clusters Score -1481005 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1481620.375000 Penalty: 3290.934082
	Iteration 7F: 3 clusters Score -1481620 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1482149.000000 Penalty: 3290.934082
	Iteration 8Q: 3 clusters Score -1482149 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1482613.500000 Penalty: 3290.934082
	Iteration 9Q: 3 clusters Score -1482614 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1483058.875000 Penalty: 3290.934082
	Iteration 10Q: 3 clusters Score -1483059 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1483548.250000 Penalty: 3290.934082
	Iteration 11Q: 3 clusters Score -1483548 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1484077.250000 Penalty: 3290.934082
	Iteration 12Q: 3 clusters Score -1484077 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1484655.500000 Penalty: 3290.934082
	Iteration 13Q: 3 clusters Score -1484656 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1485164.500000 Penalty: 3290.934082
	Iteration 14Q: 3 clusters Score -1485164 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1485617.250000 Penalty: 3290.934082
	Iteration 15Q: 3 clusters Score -1485617 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1486007.125000 Penalty: 3290.934082
	Iteration 16Q: 3 clusters Score -1486007 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1486279.250000 Penalty: 3290.934082
	Iteration 17Q: 3 clusters Score -1486279 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1486470.750000 Penalty: 3290.934082
	Iteration 18Q: 3 clusters Score -1486471 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1486611.875000 Penalty: 3290.934082
	Iteration 19Q: 3 clusters Score -1486612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1486707.500000 Penalty: 3290.934082
	Iteration 20F: 3 clusters Score -1486708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1486770.000000 Penalty: 3290.934082
	Iteration 21Q: 3 clusters Score -1486770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1486807.500000 Penalty: 3290.934082
	Iteration 22Q: 3 clusters Score -1486808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1486831.125000 Penalty: 3290.934082
	Iteration 23Q: 3 clusters Score -1486831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1486859.000000 Penalty: 3290.934082
	Iteration 24Q: 3 clusters Score -1486859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1486882.750000 Penalty: 3290.934082
	Iteration 25Q: 3 clusters Score -1486883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1486903.000000 Penalty: 3290.934082
	Iteration 26Q: 3 clusters Score -1486903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1486914.250000 Penalty: 3290.934082
	Iteration 27Q: 3 clusters Score -1486914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1486922.750000 Penalty: 3290.934082
	Iteration 28Q: 3 clusters Score -1486923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1486934.000000 Penalty: 3290.934082
	Iteration 29Q: 3 clusters Score -1486934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1486936.750000 Penalty: 3290.934082
	Iteration 30Q: 3 clusters Score -1486937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1486939.750000 Penalty: 3290.934082
	Iteration 31Q: 3 clusters Score -1486940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1486941.000000 Penalty: 3290.934082
	Iteration 32Q: 3 clusters Score -1486941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1486941.000000 Penalty: 3290.934082
	Iteration 33F: 3 clusters Score -1486941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -134304.046875 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -134304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -132037.125000 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -132037.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -132501.156250 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -132501.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -132611.406250 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -132611.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -132709.812500 Penalty: 2520.345947
	Iteration 3Q: 3 clusters Score -132709.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -132830.421875 Penalty: 2520.345947
	Iteration 4F: 3 clusters Score -132830.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -133024.500000 Penalty: 2520.345947
	Iteration 5F: 3 clusters Score -133024.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -133252.734375 Penalty: 2520.345947
	Iteration 6F: 3 clusters Score -133252.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -133412.765625 Penalty: 2520.345947
	Iteration 7F: 3 clusters Score -133412.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -133522.437500 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -133522.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -133621.328125 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -133621.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -133676.937500 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -133676.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -133720.375000 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -133720.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -133752.421875 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -133752.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -133780.937500 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -133780.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -133798.046875 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -133798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -133806.046875 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -133806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -133813.937500 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -133813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -133819.015625 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -133819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -133824.796875 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -133824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -133829.640625 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -133829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -133835.062500 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -133835.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -133842.609375 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -133842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -133846.031250 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -133846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -133847.343750 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -133847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -133848.906250 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -133848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -133849.953125 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -133850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -133849.953125 Penalty: 2520.345947
	Iteration 26F: 3 clusters Score -133850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -72346.726562 Penalty: 1159.419800
	Iteration 0F: 2 clusters Score -72346.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -70733.875000 Penalty: 2318.839600
	Iteration 0F: 3 clusters Score -70733.88 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71042.617188 Penalty: 2318.839600
	Iteration 1F: 3 clusters Score -71042.62 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71124.203125 Penalty: 2318.839600
	Iteration 2F: 3 clusters Score -71124.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -71160.039062 Penalty: 2318.839600
	Iteration 3Q: 3 clusters Score -71160.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -71180.796875 Penalty: 2318.839600
	Iteration 4Q: 3 clusters Score -71180.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71199.710938 Penalty: 2318.839600
	Iteration 5Q: 3 clusters Score -71199.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -71215.281250 Penalty: 2318.839600
	Iteration 6Q: 3 clusters Score -71215.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -71224.804688 Penalty: 2318.839600
	Iteration 7Q: 3 clusters Score -71224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71228.703125 Penalty: 2318.839600
	Iteration 8Q: 3 clusters Score -71228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71233.296875 Penalty: 2318.839600
	Iteration 9Q: 3 clusters Score -71233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71236.070312 Penalty: 2318.839600
	Iteration 10Q: 3 clusters Score -71236.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71240.843750 Penalty: 2318.839600
	Iteration 11Q: 3 clusters Score -71240.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -71245.085938 Penalty: 2318.839600
	Iteration 12Q: 3 clusters Score -71245.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71250.609375 Penalty: 2318.839600
	Iteration 13Q: 3 clusters Score -71250.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -71252.234375 Penalty: 2318.839600
	Iteration 14Q: 3 clusters Score -71252.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71252.679688 Penalty: 2318.839600
	Iteration 15Q: 3 clusters Score -71252.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71252.679688 Penalty: 2318.839600
	Iteration 16F: 3 clusters Score -71252.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -650672.500000 Penalty: 1514.980103
	Iteration 0F: 2 clusters Score -650672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -642721.437500 Penalty: 3029.960205
	Iteration 0F: 3 clusters Score -642721.4 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -645294.875000 Penalty: 3029.960205
	Iteration 1F: 3 clusters Score -645294.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -645555.062500 Penalty: 3029.960205
	Iteration 2F: 3 clusters Score -645555.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -645820.187500 Penalty: 3029.960205
	Iteration 3F: 3 clusters Score -645820.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -646097.312500 Penalty: 3029.960205
	Iteration 4F: 3 clusters Score -646097.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -646463.500000 Penalty: 3029.960205
	Iteration 5F: 3 clusters Score -646463.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -646942.937500 Penalty: 3029.960205
	Iteration 6F: 3 clusters Score -646942.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -647502.937500 Penalty: 3029.960205
	Iteration 7F: 3 clusters Score -647502.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -648122.687500 Penalty: 3029.960205
	Iteration 8F: 3 clusters Score -648122.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -648618.312500 Penalty: 3029.960205
	Iteration 9F: 3 clusters Score -648618.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -648937.812500 Penalty: 3029.960205
	Iteration 10Q: 3 clusters Score -648937.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -649170.000000 Penalty: 3029.960205
	Iteration 11Q: 3 clusters Score -649170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -649317.562500 Penalty: 3029.960205
	Iteration 12Q: 3 clusters Score -649317.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -649410.250000 Penalty: 3029.960205
	Iteration 13Q: 3 clusters Score -649410.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -649451.000000 Penalty: 3029.960205
	Iteration 14Q: 3 clusters Score -649451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -649485.875000 Penalty: 3029.960205
	Iteration 15Q: 3 clusters Score -649485.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -649507.000000 Penalty: 3029.960205
	Iteration 16Q: 3 clusters Score -649507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -649532.187500 Penalty: 3029.960205
	Iteration 17Q: 3 clusters Score -649532.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -649551.000000 Penalty: 3029.960205
	Iteration 18Q: 3 clusters Score -649551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -649564.625000 Penalty: 3029.960205
	Iteration 19Q: 3 clusters Score -649564.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -649571.937500 Penalty: 3029.960205
	Iteration 20F: 3 clusters Score -649571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -649575.437500 Penalty: 3029.960205
	Iteration 21Q: 3 clusters Score -649575.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -649579.937500 Penalty: 3029.960205
	Iteration 22Q: 3 clusters Score -649579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -649585.437500 Penalty: 3029.960205
	Iteration 23Q: 3 clusters Score -649585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -649588.125000 Penalty: 3029.960205
	Iteration 24Q: 3 clusters Score -649588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -649589.187500 Penalty: 3029.960205
	Iteration 25Q: 3 clusters Score -649589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -649591.750000 Penalty: 3029.960205
	Iteration 26Q: 3 clusters Score -649591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -649591.812500 Penalty: 3029.960205
	Iteration 27Q: 3 clusters Score -649591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -649592.375000 Penalty: 3029.960205
	Iteration 28Q: 3 clusters Score -649592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -649592.500000 Penalty: 3029.960205
	Iteration 29Q: 3 clusters Score -649592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -649592.500000 Penalty: 3029.960205
	Iteration 30F: 3 clusters Score -649592.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -539718.687500 Penalty: 1482.529175
	Iteration 0F: 2 clusters Score -539718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -533006.312500 Penalty: 2965.058350
	Iteration 0F: 3 clusters Score -533006.3 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -535251.687500 Penalty: 2965.058350
	Iteration 1F: 3 clusters Score -535251.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -535625.187500 Penalty: 2965.058350
	Iteration 2F: 3 clusters Score -535625.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -535970.187500 Penalty: 2965.058350
	Iteration 3F: 3 clusters Score -535970.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -536309.062500 Penalty: 2965.058350
	Iteration 4F: 3 clusters Score -536309.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -536594.125000 Penalty: 2965.058350
	Iteration 5F: 3 clusters Score -536594.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -536815.125000 Penalty: 2965.058350
	Iteration 6Q: 3 clusters Score -536815.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -536986.625000 Penalty: 2965.058350
	Iteration 7Q: 3 clusters Score -536986.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -537150.250000 Penalty: 2965.058350
	Iteration 8Q: 3 clusters Score -537150.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -537256.125000 Penalty: 2965.058350
	Iteration 9Q: 3 clusters Score -537256.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -537348.375000 Penalty: 2965.058350
	Iteration 10Q: 3 clusters Score -537348.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -537434.312500 Penalty: 2965.058350
	Iteration 11Q: 3 clusters Score -537434.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -537515.812500 Penalty: 2965.058350
	Iteration 12Q: 3 clusters Score -537515.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -537604.937500 Penalty: 2965.058350
	Iteration 13Q: 3 clusters Score -537604.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -537682.000000 Penalty: 2965.058350
	Iteration 14Q: 3 clusters Score -537682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -537737.625000 Penalty: 2965.058350
	Iteration 15Q: 3 clusters Score -537737.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -537782.000000 Penalty: 2965.058350
	Iteration 16Q: 3 clusters Score -537782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -537813.437500 Penalty: 2965.058350
	Iteration 17Q: 3 clusters Score -537813.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -537830.687500 Penalty: 2965.058350
	Iteration 18Q: 3 clusters Score -537830.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -537851.687500 Penalty: 2965.058350
	Iteration 19Q: 3 clusters Score -537851.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -537871.875000 Penalty: 2965.058350
	Iteration 20F: 3 clusters Score -537871.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -537891.312500 Penalty: 2965.058350
	Iteration 21Q: 3 clusters Score -537891.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -537906.250000 Penalty: 2965.058350
	Iteration 22Q: 3 clusters Score -537906.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -537919.562500 Penalty: 2965.058350
	Iteration 23Q: 3 clusters Score -537919.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -537931.437500 Penalty: 2965.058350
	Iteration 24Q: 3 clusters Score -537931.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -537941.000000 Penalty: 2965.058350
	Iteration 25Q: 3 clusters Score -537941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -537949.250000 Penalty: 2965.058350
	Iteration 26Q: 3 clusters Score -537949.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -537961.875000 Penalty: 2965.058350
	Iteration 27Q: 3 clusters Score -537961.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -537974.437500 Penalty: 2965.058350
	Iteration 28Q: 3 clusters Score -537974.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -537982.437500 Penalty: 2965.058350
	Iteration 29Q: 3 clusters Score -537982.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -537993.437500 Penalty: 2965.058350
	Iteration 30Q: 3 clusters Score -537993.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -538002.187500 Penalty: 2965.058350
	Iteration 31Q: 3 clusters Score -538002.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -538009.625000 Penalty: 2965.058350
	Iteration 32Q: 3 clusters Score -538009.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -538020.625000 Penalty: 2965.058350
	Iteration 33Q: 3 clusters Score -538020.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -538031.812500 Penalty: 2965.058350
	Iteration 34Q: 3 clusters Score -538031.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -538039.062500 Penalty: 2965.058350
	Iteration 35Q: 3 clusters Score -538039.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -538049.500000 Penalty: 2965.058350
	Iteration 36Q: 3 clusters Score -538049.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -538060.500000 Penalty: 2965.058350
	Iteration 37Q: 3 clusters Score -538060.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -538068.937500 Penalty: 2965.058350
	Iteration 38Q: 3 clusters Score -538068.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -538073.187500 Penalty: 2965.058350
	Iteration 39Q: 3 clusters Score -538073.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -538078.062500 Penalty: 2965.058350
	Iteration 40F: 3 clusters Score -538078.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -538079.937500 Penalty: 2965.058350
	Iteration 41Q: 3 clusters Score -538079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -538085.437500 Penalty: 2965.058350
	Iteration 42Q: 3 clusters Score -538085.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -538090.437500 Penalty: 2965.058350
	Iteration 43Q: 3 clusters Score -538090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -538095.125000 Penalty: 2965.058350
	Iteration 44Q: 3 clusters Score -538095.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -538098.625000 Penalty: 2965.058350
	Iteration 45Q: 3 clusters Score -538098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -538101.625000 Penalty: 2965.058350
	Iteration 46Q: 3 clusters Score -538101.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -538106.937500 Penalty: 2965.058350
	Iteration 47Q: 3 clusters Score -538106.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -538109.062500 Penalty: 2965.058350
	Iteration 48Q: 3 clusters Score -538109.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -538113.375000 Penalty: 2965.058350
	Iteration 49Q: 3 clusters Score -538113.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -538116.562500 Penalty: 2965.058350
	Iteration 50Q: 3 clusters Score -538116.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -538121.687500 Penalty: 2965.058350
	Iteration 51Q: 3 clusters Score -538121.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -538128.250000 Penalty: 2965.058350
	Iteration 52Q: 3 clusters Score -538128.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -538132.937500 Penalty: 2965.058350
	Iteration 53Q: 3 clusters Score -538132.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -538138.187500 Penalty: 2965.058350
	Iteration 54Q: 3 clusters Score -538138.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -538141.437500 Penalty: 2965.058350
	Iteration 55Q: 3 clusters Score -538141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -538143.812500 Penalty: 2965.058350
	Iteration 56Q: 3 clusters Score -538143.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -538149.625000 Penalty: 2965.058350
	Iteration 57Q: 3 clusters Score -538149.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -538157.750000 Penalty: 2965.058350
	Iteration 58Q: 3 clusters Score -538157.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -538161.750000 Penalty: 2965.058350
	Iteration 59Q: 3 clusters Score -538161.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -538167.625000 Penalty: 2965.058350
	Iteration 60F: 3 clusters Score -538167.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -538171.750000 Penalty: 2965.058350
	Iteration 61Q: 3 clusters Score -538171.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -538172.875000 Penalty: 2965.058350
	Iteration 62Q: 3 clusters Score -538172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -538174.875000 Penalty: 2965.058350
	Iteration 63Q: 3 clusters Score -538174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -538175.875000 Penalty: 2965.058350
	Iteration 64Q: 3 clusters Score -538175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -538178.000000 Penalty: 2965.058350
	Iteration 65Q: 3 clusters Score -538178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -538178.562500 Penalty: 2965.058350
	Iteration 66Q: 3 clusters Score -538178.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -538180.750000 Penalty: 2965.058350
	Iteration 67Q: 3 clusters Score -538180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -538181.812500 Penalty: 2965.058350
	Iteration 68Q: 3 clusters Score -538181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -538184.500000 Penalty: 2965.058350
	Iteration 69Q: 3 clusters Score -538184.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -538188.562500 Penalty: 2965.058350
	Iteration 70Q: 3 clusters Score -538188.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -538191.437500 Penalty: 2965.058350
	Iteration 71Q: 3 clusters Score -538191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -538193.750000 Penalty: 2965.058350
	Iteration 72Q: 3 clusters Score -538193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -538195.562500 Penalty: 2965.058350
	Iteration 73Q: 3 clusters Score -538195.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -538197.250000 Penalty: 2965.058350
	Iteration 74Q: 3 clusters Score -538197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -538198.250000 Penalty: 2965.058350
	Iteration 75Q: 3 clusters Score -538198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -538199.937500 Penalty: 2965.058350
	Iteration 76Q: 3 clusters Score -538199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -538202.687500 Penalty: 2965.058350
	Iteration 77Q: 3 clusters Score -538202.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -538202.625000 Penalty: 2965.058350
	Iteration 78Q: 3 clusters Score -538202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -538204.500000 Penalty: 2965.058350
	Iteration 79Q: 3 clusters Score -538204.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -538205.187500 Penalty: 2965.058350
	Iteration 80F: 3 clusters Score -538205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -538207.375000 Penalty: 2965.058350
	Iteration 81Q: 3 clusters Score -538207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -538207.062500 Penalty: 2965.058350
	Iteration 82Q: 3 clusters Score -538207.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -538209.750000 Penalty: 2965.058350
	Iteration 83Q: 3 clusters Score -538209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -538212.687500 Penalty: 2965.058350
	Iteration 84Q: 3 clusters Score -538212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -538214.687500 Penalty: 2965.058350
	Iteration 85Q: 3 clusters Score -538214.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -538219.187500 Penalty: 2965.058350
	Iteration 86Q: 3 clusters Score -538219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -538219.875000 Penalty: 2965.058350
	Iteration 87Q: 3 clusters Score -538219.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -538223.500000 Penalty: 2965.058350
	Iteration 88Q: 3 clusters Score -538223.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -538226.312500 Penalty: 2965.058350
	Iteration 89Q: 3 clusters Score -538226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -538225.250000 Penalty: 2965.058350
	Iteration 90Q: 3 clusters Score -538225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -538228.062500 Penalty: 2965.058350
	Iteration 91Q: 3 clusters Score -538228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -538227.875000 Penalty: 2965.058350
	Iteration 92Q: 3 clusters Score -538227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -538229.687500 Penalty: 2965.058350
	Iteration 93Q: 3 clusters Score -538229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -538230.625000 Penalty: 2965.058350
	Iteration 94Q: 3 clusters Score -538230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -538231.187500 Penalty: 2965.058350
	Iteration 95Q: 3 clusters Score -538231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -538231.750000 Penalty: 2965.058350
	Iteration 96Q: 3 clusters Score -538231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -538233.937500 Penalty: 2965.058350
	Iteration 97Q: 3 clusters Score -538233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -538233.875000 Penalty: 2965.058350
	Iteration 98Q: 3 clusters Score -538233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -538236.000000 Penalty: 2965.058350
	Iteration 99Q: 3 clusters Score -538236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -538236.500000 Penalty: 2965.058350
	Iteration 100F: 3 clusters Score -538236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -538237.500000 Penalty: 2965.058350
	Iteration 101Q: 3 clusters Score -538237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -538237.250000 Penalty: 2965.058350
	Iteration 102Q: 3 clusters Score -538237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -538236.750000 Penalty: 2965.058350
	Iteration 103Q: 3 clusters Score -538236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -538236.750000 Penalty: 2965.058350
	Iteration 104F: 3 clusters Score -538236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -62602.363281 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -62602.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61130.656250 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -61130.66 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -61408.421875 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -61408.42 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61459.007812 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -61459.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61496.207031 Penalty: 2280.398193
	Iteration 3Q: 3 clusters Score -61496.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -61510.859375 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -61510.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61524.335938 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -61524.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61536.773438 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -61536.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61551.593750 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -61551.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61567.878906 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -61567.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61592.304688 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -61592.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61610.308594 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -61610.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61621.070312 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -61621.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61629.675781 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -61629.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61640.140625 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -61640.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61651.035156 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -61651.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61657.699219 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -61657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61662.503906 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -61662.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61674.121094 Penalty: 2280.398193
	Iteration 17Q: 3 clusters Score -61674.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61686.437500 Penalty: 2280.398193
	Iteration 18Q: 3 clusters Score -61686.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61698.187500 Penalty: 2280.398193
	Iteration 19Q: 3 clusters Score -61698.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61709.328125 Penalty: 2280.398193
	Iteration 20F: 3 clusters Score -61709.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61723.097656 Penalty: 2280.398193
	Iteration 21Q: 3 clusters Score -61723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61733.300781 Penalty: 2280.398193
	Iteration 22Q: 3 clusters Score -61733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61746.644531 Penalty: 2280.398193
	Iteration 23Q: 3 clusters Score -61746.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61757.203125 Penalty: 2280.398193
	Iteration 24Q: 3 clusters Score -61757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61764.308594 Penalty: 2280.398193
	Iteration 25Q: 3 clusters Score -61764.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61768.718750 Penalty: 2280.398193
	Iteration 26Q: 3 clusters Score -61768.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61770.796875 Penalty: 2280.398193
	Iteration 27Q: 3 clusters Score -61770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61771.253906 Penalty: 2280.398193
	Iteration 28Q: 3 clusters Score -61771.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61771.253906 Penalty: 2280.398193
	Iteration 29F: 3 clusters Score -61771.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -195799.968750 Penalty: 1329.711304
	Iteration 0F: 2 clusters Score -195800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -192753.375000 Penalty: 2659.422607
	Iteration 0F: 3 clusters Score -192753.4 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -193619.296875 Penalty: 2659.422607
	Iteration 1F: 3 clusters Score -193619.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -193812.875000 Penalty: 2659.422607
	Iteration 2F: 3 clusters Score -193812.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -193942.750000 Penalty: 2659.422607
	Iteration 3F: 3 clusters Score -193942.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -194067.781250 Penalty: 2659.422607
	Iteration 4F: 3 clusters Score -194067.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -194191.515625 Penalty: 2659.422607
	Iteration 5Q: 3 clusters Score -194191.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194311.859375 Penalty: 2659.422607
	Iteration 6Q: 3 clusters Score -194311.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -194420.796875 Penalty: 2659.422607
	Iteration 7Q: 3 clusters Score -194420.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -194521.734375 Penalty: 2659.422607
	Iteration 8Q: 3 clusters Score -194521.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -194612.125000 Penalty: 2659.422607
	Iteration 9Q: 3 clusters Score -194612.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -194681.906250 Penalty: 2659.422607
	Iteration 10Q: 3 clusters Score -194681.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -194744.921875 Penalty: 2659.422607
	Iteration 11Q: 3 clusters Score -194744.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -194794.953125 Penalty: 2659.422607
	Iteration 12Q: 3 clusters Score -194795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -194832.031250 Penalty: 2659.422607
	Iteration 13Q: 3 clusters Score -194832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -194858.421875 Penalty: 2659.422607
	Iteration 14Q: 3 clusters Score -194858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -194873.078125 Penalty: 2659.422607
	Iteration 15Q: 3 clusters Score -194873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -194882.109375 Penalty: 2659.422607
	Iteration 16Q: 3 clusters Score -194882.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -194888.750000 Penalty: 2659.422607
	Iteration 17Q: 3 clusters Score -194888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -194891.031250 Penalty: 2659.422607
	Iteration 18Q: 3 clusters Score -194891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -194893.578125 Penalty: 2659.422607
	Iteration 19Q: 3 clusters Score -194893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -194894.906250 Penalty: 2659.422607
	Iteration 20F: 3 clusters Score -194894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -194895.843750 Penalty: 2659.422607
	Iteration 21Q: 3 clusters Score -194895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -194897.031250 Penalty: 2659.422607
	Iteration 22Q: 3 clusters Score -194897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -194897.546875 Penalty: 2659.422607
	Iteration 23Q: 3 clusters Score -194897.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -194897.546875 Penalty: 2659.422607
	Iteration 24F: 3 clusters Score -194897.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -159378.125000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -159378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -156787.890625 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -156787.9 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -157441.078125 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -157441.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -157650.296875 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -157650.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -157848.140625 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -157848.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -158061.031250 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -158061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -158269.234375 Penalty: 2580.458252
	Iteration 5F: 3 clusters Score -158269.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -158447.640625 Penalty: 2580.458252
	Iteration 6F: 3 clusters Score -158447.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -158557.734375 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -158557.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -158631.203125 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -158631.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -158675.656250 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -158675.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -158711.156250 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -158711.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -158734.468750 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -158734.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -158748.953125 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -158749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -158757.843750 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -158757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -158765.187500 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -158765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158766.156250 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -158766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -158766.578125 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -158766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -158766.578125 Penalty: 2580.458252
	Iteration 17F: 3 clusters Score -158766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -112176.070312 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -112176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -110082.875000 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -110082.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -110560.515625 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -110560.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -110692.257812 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -110692.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -110776.851562 Penalty: 2477.683594
	Iteration 3Q: 3 clusters Score -110776.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -110843.085938 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -110843.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -110898.296875 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -110898.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -110954.945312 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -110954.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -110999.203125 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -110999.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -111031.140625 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -111031.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -111060.562500 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -111060.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -111080.953125 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -111081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -111093.226562 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -111093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -111108.812500 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -111108.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -111134.148438 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -111134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -111153.531250 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -111153.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -111162.695312 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -111162.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -111171.234375 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -111171.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -111177.710938 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -111177.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -111190.179688 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -111190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -111201.929688 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -111201.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -111211.406250 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -111211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -111222.921875 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -111222.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -111228.273438 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -111228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -111236.375000 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -111236.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -111246.015625 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -111246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -111254.570312 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -111254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -111260.539062 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -111260.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -111266.593750 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -111266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -111269.335938 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -111269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -111274.101562 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -111274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -111275.414062 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -111275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -111277.085938 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -111277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -111278.382812 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -111278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -111279.640625 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -111279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -111280.812500 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -111280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -111282.906250 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -111282.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -111284.484375 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -111284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -111285.734375 Penalty: 2477.683594
	Iteration 37Q: 3 clusters Score -111285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -111287.203125 Penalty: 2477.683594
	Iteration 38Q: 3 clusters Score -111287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -111288.703125 Penalty: 2477.683594
	Iteration 39Q: 3 clusters Score -111288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -111289.960938 Penalty: 2477.683594
	Iteration 40F: 3 clusters Score -111290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -111290.640625 Penalty: 2477.683594
	Iteration 41Q: 3 clusters Score -111290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -111291.351562 Penalty: 2477.683594
	Iteration 42Q: 3 clusters Score -111291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -111291.351562 Penalty: 2477.683594
	Iteration 43F: 3 clusters Score -111291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -27991.980469 Penalty: 1030.880615
	Iteration 0F: 2 clusters Score -27991.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26858.332031 Penalty: 2061.761230
	Iteration 0F: 3 clusters Score -26858.33 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27091.716797 Penalty: 2061.761230
	Iteration 1F: 3 clusters Score -27091.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -27183.105469 Penalty: 2061.761230
	Iteration 2F: 3 clusters Score -27183.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27240.076172 Penalty: 2061.761230
	Iteration 3Q: 3 clusters Score -27240.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27292.058594 Penalty: 2061.761230
	Iteration 4Q: 3 clusters Score -27292.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27328.113281 Penalty: 2061.761230
	Iteration 5Q: 3 clusters Score -27328.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27379.068359 Penalty: 2061.761230
	Iteration 6Q: 3 clusters Score -27379.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27416.728516 Penalty: 2061.761230
	Iteration 7Q: 3 clusters Score -27416.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27438.982422 Penalty: 2061.761230
	Iteration 8Q: 3 clusters Score -27438.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27442.980469 Penalty: 2061.761230
	Iteration 9Q: 3 clusters Score -27442.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27442.980469 Penalty: 2061.761230
	Iteration 10F: 3 clusters Score -27442.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -78123.687500 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -78123.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -76472.039062 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -76472.04 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -76765.476562 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -76765.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -76864.789062 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -76864.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76911.101562 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -76911.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -76954.421875 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -76954.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -76982.906250 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -76982.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -76996.429688 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -76996.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -77009.125000 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -77009.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77018.085938 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -77018.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -77029.093750 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -77029.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77040.054688 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -77040.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77050.625000 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -77050.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77063.484375 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -77063.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -77073.640625 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -77073.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77078.937500 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -77078.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77086.203125 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -77086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -77091.093750 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -77091.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -77096.429688 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -77096.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77103.789062 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -77103.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77114.164062 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -77114.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77122.117188 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -77122.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77128.375000 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -77128.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77132.273438 Penalty: 2335.004395
	Iteration 22Q: 3 clusters Score -77132.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77135.437500 Penalty: 2335.004395
	Iteration 23Q: 3 clusters Score -77135.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77141.039062 Penalty: 2335.004395
	Iteration 24Q: 3 clusters Score -77141.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77152.398438 Penalty: 2335.004395
	Iteration 25Q: 3 clusters Score -77152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77156.460938 Penalty: 2335.004395
	Iteration 26Q: 3 clusters Score -77156.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77161.203125 Penalty: 2335.004395
	Iteration 27Q: 3 clusters Score -77161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77163.085938 Penalty: 2335.004395
	Iteration 28Q: 3 clusters Score -77163.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77164.289062 Penalty: 2335.004395
	Iteration 29Q: 3 clusters Score -77164.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77166.125000 Penalty: 2335.004395
	Iteration 30Q: 3 clusters Score -77166.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77167.281250 Penalty: 2335.004395
	Iteration 31Q: 3 clusters Score -77167.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77167.593750 Penalty: 2335.004395
	Iteration 32Q: 3 clusters Score -77167.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77168.023438 Penalty: 2335.004395
	Iteration 33Q: 3 clusters Score -77168.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77169.156250 Penalty: 2335.004395
	Iteration 34Q: 3 clusters Score -77169.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77170.078125 Penalty: 2335.004395
	Iteration 35Q: 3 clusters Score -77170.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77170.078125 Penalty: 2335.004395
	Iteration 36F: 3 clusters Score -77170.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -130997.960938 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -128717.390625 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -128717.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -129185.476562 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -129185.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -129309.273438 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -129309.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -129372.398438 Penalty: 2507.705078
	Iteration 3Q: 3 clusters Score -129372.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -129406.007812 Penalty: 2507.705078
	Iteration 4Q: 3 clusters Score -129406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -129429.039062 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -129429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -129445.921875 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -129445.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -129470.265625 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -129470.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -129495.296875 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -129495.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -129522.218750 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -129522.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -129555.593750 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -129555.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -129580.320312 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -129580.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -129606.101562 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -129606.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -129625.039062 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -129625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -129643.812500 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -129643.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -129663.023438 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -129663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -129684.468750 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -129684.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -129714.125000 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -129714.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -129740.453125 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -129740.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129763.882812 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -129763.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -129786.500000 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -129786.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -129818.750000 Penalty: 2507.705078
	Iteration 21Q: 3 clusters Score -129818.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -129856.625000 Penalty: 2507.705078
	Iteration 22Q: 3 clusters Score -129856.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129899.398438 Penalty: 2507.705078
	Iteration 23Q: 3 clusters Score -129899.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -129942.890625 Penalty: 2507.705078
	Iteration 24Q: 3 clusters Score -129942.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -129978.070312 Penalty: 2507.705078
	Iteration 25Q: 3 clusters Score -129978.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130031.695312 Penalty: 2507.705078
	Iteration 26Q: 3 clusters Score -130031.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130093.851562 Penalty: 2507.705078
	Iteration 27Q: 3 clusters Score -130093.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -130165.601562 Penalty: 2507.705078
	Iteration 28Q: 3 clusters Score -130165.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130256.609375 Penalty: 2507.705078
	Iteration 29Q: 3 clusters Score -130256.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -130322.906250 Penalty: 2507.705078
	Iteration 30Q: 3 clusters Score -130322.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130345.140625 Penalty: 2507.705078
	Iteration 31Q: 3 clusters Score -130345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130356.671875 Penalty: 2507.705078
	Iteration 32Q: 3 clusters Score -130356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130363.921875 Penalty: 2507.705078
	Iteration 33Q: 3 clusters Score -130363.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -130375.250000 Penalty: 2507.705078
	Iteration 34Q: 3 clusters Score -130375.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130379.015625 Penalty: 2507.705078
	Iteration 35Q: 3 clusters Score -130379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -130382.203125 Penalty: 2507.705078
	Iteration 36Q: 3 clusters Score -130382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130384.703125 Penalty: 2507.705078
	Iteration 37Q: 3 clusters Score -130384.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -130386.765625 Penalty: 2507.705078
	Iteration 38Q: 3 clusters Score -130386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -130387.070312 Penalty: 2507.705078
	Iteration 39Q: 3 clusters Score -130387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -130387.867188 Penalty: 2507.705078
	Iteration 40F: 3 clusters Score -130387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -202229.234375 Penalty: 1321.850952
	Iteration 0F: 2 clusters Score -202229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -199250.062500 Penalty: 2643.701904
	Iteration 0F: 3 clusters Score -199250.1 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -200063.078125 Penalty: 2643.701904
	Iteration 1F: 3 clusters Score -200063.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -200260.125000 Penalty: 2643.701904
	Iteration 2F: 3 clusters Score -200260.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -200456.328125 Penalty: 2643.701904
	Iteration 3F: 3 clusters Score -200456.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -200699.843750 Penalty: 2643.701904
	Iteration 4F: 3 clusters Score -200699.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -200986.984375 Penalty: 2643.701904
	Iteration 5F: 3 clusters Score -200987 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -201289.109375 Penalty: 2643.701904
	Iteration 6F: 3 clusters Score -201289.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -201574.453125 Penalty: 2643.701904
	Iteration 7F: 3 clusters Score -201574.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -201766.593750 Penalty: 2643.701904
	Iteration 8Q: 3 clusters Score -201766.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -201872.281250 Penalty: 2643.701904
	Iteration 9Q: 3 clusters Score -201872.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -201914.343750 Penalty: 2643.701904
	Iteration 10Q: 3 clusters Score -201914.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -201929.375000 Penalty: 2643.701904
	Iteration 11Q: 3 clusters Score -201929.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -201933.328125 Penalty: 2643.701904
	Iteration 12Q: 3 clusters Score -201933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -201934.687500 Penalty: 2643.701904
	Iteration 13Q: 3 clusters Score -201934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -201936.000000 Penalty: 2643.701904
	Iteration 14Q: 3 clusters Score -201936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -201936.765625 Penalty: 2643.701904
	Iteration 15Q: 3 clusters Score -201936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -201936.765625 Penalty: 2643.701904
	Iteration 16F: 3 clusters Score -201936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -36211.062500 Penalty: 1103.938232
	Iteration 0F: 2 clusters Score -36211.06 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 434 members 
Entering Unmasked Estep 
Score: -34881.562500 Penalty: 2207.876465
	Iteration 0F: 3 clusters Score -34881.56 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35150.066406 Penalty: 2207.876465
	Iteration 1F: 3 clusters Score -35150.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35255.210938 Penalty: 2207.876465
	Iteration 2F: 3 clusters Score -35255.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -35321.628906 Penalty: 2207.876465
	Iteration 3Q: 3 clusters Score -35321.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35398.566406 Penalty: 2207.876465
	Iteration 4Q: 3 clusters Score -35398.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35458.554688 Penalty: 2207.876465
	Iteration 5Q: 3 clusters Score -35458.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35501.324219 Penalty: 2207.876465
	Iteration 6Q: 3 clusters Score -35501.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35585.285156 Penalty: 2207.876465
	Iteration 7Q: 3 clusters Score -35585.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35649.042969 Penalty: 2207.876465
	Iteration 8Q: 3 clusters Score -35649.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35691.667969 Penalty: 2207.876465
	Iteration 9Q: 3 clusters Score -35691.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35777.691406 Penalty: 2207.876465
	Iteration 10Q: 3 clusters Score -35777.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35849.605469 Penalty: 2207.876465
	Iteration 11Q: 3 clusters Score -35849.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35910.375000 Penalty: 2207.876465
	Iteration 12Q: 3 clusters Score -35910.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35970.792969 Penalty: 2207.876465
	Iteration 13Q: 3 clusters Score -35970.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36018.062500 Penalty: 2207.876465
	Iteration 14Q: 3 clusters Score -36018.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36067.156250 Penalty: 2207.876465
	Iteration 15Q: 3 clusters Score -36067.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36093.792969 Penalty: 2207.876465
	Iteration 16Q: 3 clusters Score -36093.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36112.585938 Penalty: 2207.876465
	Iteration 17Q: 3 clusters Score -36112.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36136.515625 Penalty: 2207.876465
	Iteration 18Q: 3 clusters Score -36136.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36152.031250 Penalty: 2207.876465
	Iteration 19Q: 3 clusters Score -36152.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36170.410156 Penalty: 2207.876465
	Iteration 20F: 3 clusters Score -36170.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -36231.519531 Penalty: 2207.876465
	Iteration 21Q: 3 clusters Score -36231.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36268.597656 Penalty: 2207.876465
	Iteration 22Q: 3 clusters Score -36268.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36295.785156 Penalty: 2207.876465
	Iteration 23Q: 3 clusters Score -36295.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36311.011719 Penalty: 2207.876465
	Iteration 24Q: 3 clusters Score -36311.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36336.984375 Penalty: 2207.876465
	Iteration 25Q: 3 clusters Score -36336.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36347.527344 Penalty: 2207.876465
	Iteration 26Q: 3 clusters Score -36347.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36353.441406 Penalty: 2207.876465
	Iteration 27Q: 3 clusters Score -36353.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36354.832031 Penalty: 2207.876465
	Iteration 28Q: 3 clusters Score -36354.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36356.140625 Penalty: 2207.876465
	Iteration 29Q: 3 clusters Score -36356.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36356.140625 Penalty: 2207.876465
	Iteration 30F: 3 clusters Score -36356.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 618 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4115 members 
Mstep: Class 42 contains 274 members 
Entering Unmasked Estep 
Score: -12703192.000000 Penalty: 84375.257812
Splitting cluster 36 changes total score from -12703960.000000 to -12703192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -58012.886719 Penalty: 1129.973755
	Iteration 0F: 2 clusters Score -58012.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -56547.605469 Penalty: 2259.947510
	Iteration 0F: 3 clusters Score -56547.61 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -56836.675781 Penalty: 2259.947510
	Iteration 1F: 3 clusters Score -56836.68 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -56923.242188 Penalty: 2259.947510
	Iteration 2F: 3 clusters Score -56923.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56984.355469 Penalty: 2259.947510
	Iteration 3Q: 3 clusters Score -56984.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57022.460938 Penalty: 2259.947510
	Iteration 4Q: 3 clusters Score -57022.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57056.675781 Penalty: 2259.947510
	Iteration 5Q: 3 clusters Score -57056.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57097.613281 Penalty: 2259.947510
	Iteration 6Q: 3 clusters Score -57097.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57128.871094 Penalty: 2259.947510
	Iteration 7Q: 3 clusters Score -57128.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57150.871094 Penalty: 2259.947510
	Iteration 8Q: 3 clusters Score -57150.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57165.890625 Penalty: 2259.947510
	Iteration 9Q: 3 clusters Score -57165.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57186.425781 Penalty: 2259.947510
	Iteration 10Q: 3 clusters Score -57186.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57199.335938 Penalty: 2259.947510
	Iteration 11Q: 3 clusters Score -57199.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57203.582031 Penalty: 2259.947510
	Iteration 12Q: 3 clusters Score -57203.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57205.742188 Penalty: 2259.947510
	Iteration 13Q: 3 clusters Score -57205.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57205.835938 Penalty: 2259.947510
	Iteration 14Q: 3 clusters Score -57205.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57205.835938 Penalty: 2259.947510
	Iteration 15F: 3 clusters Score -57205.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -348507.656250 Penalty: 1411.462402
	Iteration 0F: 2 clusters Score -348507.7 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 2948 members 
Entering Unmasked Estep 
Score: -343936.343750 Penalty: 2822.924805
	Iteration 0F: 3 clusters Score -343936.3 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -345508.156250 Penalty: 2822.924805
	Iteration 1F: 3 clusters Score -345508.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -345912.312500 Penalty: 2822.924805
	Iteration 2F: 3 clusters Score -345912.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -346190.906250 Penalty: 2822.924805
	Iteration 3F: 3 clusters Score -346190.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -346427.687500 Penalty: 2822.924805
	Iteration 4F: 3 clusters Score -346427.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -346664.593750 Penalty: 2822.924805
	Iteration 5F: 3 clusters Score -346664.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -346849.625000 Penalty: 2822.924805
	Iteration 6Q: 3 clusters Score -346849.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -346991.343750 Penalty: 2822.924805
	Iteration 7Q: 3 clusters Score -346991.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -347112.562500 Penalty: 2822.924805
	Iteration 8Q: 3 clusters Score -347112.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -347192.000000 Penalty: 2822.924805
	Iteration 9Q: 3 clusters Score -347192 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -347240.843750 Penalty: 2822.924805
	Iteration 10Q: 3 clusters Score -347240.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -347271.625000 Penalty: 2822.924805
	Iteration 11Q: 3 clusters Score -347271.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -347294.625000 Penalty: 2822.924805
	Iteration 12Q: 3 clusters Score -347294.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -347315.562500 Penalty: 2822.924805
	Iteration 13Q: 3 clusters Score -347315.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -347333.875000 Penalty: 2822.924805
	Iteration 14Q: 3 clusters Score -347333.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -347351.937500 Penalty: 2822.924805
	Iteration 15Q: 3 clusters Score -347351.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -347370.531250 Penalty: 2822.924805
	Iteration 16Q: 3 clusters Score -347370.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -347381.281250 Penalty: 2822.924805
	Iteration 17Q: 3 clusters Score -347381.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -347384.968750 Penalty: 2822.924805
	Iteration 18Q: 3 clusters Score -347385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -347389.031250 Penalty: 2822.924805
	Iteration 19Q: 3 clusters Score -347389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -347389.718750 Penalty: 2822.924805
	Iteration 20F: 3 clusters Score -347389.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -347391.875000 Penalty: 2822.924805
	Iteration 21Q: 3 clusters Score -347391.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -347393.531250 Penalty: 2822.924805
	Iteration 22Q: 3 clusters Score -347393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -347395.968750 Penalty: 2822.924805
	Iteration 23Q: 3 clusters Score -347396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -347395.843750 Penalty: 2822.924805
	Iteration 24Q: 3 clusters Score -347395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -347396.281250 Penalty: 2822.924805
	Iteration 25Q: 3 clusters Score -347396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -347397.750000 Penalty: 2822.924805
	Iteration 26Q: 3 clusters Score -347397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -347399.093750 Penalty: 2822.924805
	Iteration 27Q: 3 clusters Score -347399.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -347398.875000 Penalty: 2822.924805
	Iteration 28Q: 3 clusters Score -347398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -347398.875000 Penalty: 2822.924805
	Iteration 29F: 3 clusters Score -347398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -166217.093750 Penalty: 1297.751831
	Iteration 0F: 2 clusters Score -166217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -163538.906250 Penalty: 2595.503662
	Iteration 0F: 3 clusters Score -163538.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -164236.796875 Penalty: 2595.503662
	Iteration 1F: 3 clusters Score -164236.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -164436.328125 Penalty: 2595.503662
	Iteration 2F: 3 clusters Score -164436.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -164575.578125 Penalty: 2595.503662
	Iteration 3F: 3 clusters Score -164575.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -164671.156250 Penalty: 2595.503662
	Iteration 4Q: 3 clusters Score -164671.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -164758.546875 Penalty: 2595.503662
	Iteration 5Q: 3 clusters Score -164758.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -164832.046875 Penalty: 2595.503662
	Iteration 6Q: 3 clusters Score -164832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -164901.828125 Penalty: 2595.503662
	Iteration 7Q: 3 clusters Score -164901.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -164970.921875 Penalty: 2595.503662
	Iteration 8Q: 3 clusters Score -164970.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -165031.125000 Penalty: 2595.503662
	Iteration 9Q: 3 clusters Score -165031.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -165079.765625 Penalty: 2595.503662
	Iteration 10Q: 3 clusters Score -165079.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -165119.250000 Penalty: 2595.503662
	Iteration 11Q: 3 clusters Score -165119.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165156.578125 Penalty: 2595.503662
	Iteration 12Q: 3 clusters Score -165156.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -165185.375000 Penalty: 2595.503662
	Iteration 13Q: 3 clusters Score -165185.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -165205.812500 Penalty: 2595.503662
	Iteration 14Q: 3 clusters Score -165205.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165225.656250 Penalty: 2595.503662
	Iteration 15Q: 3 clusters Score -165225.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -165244.078125 Penalty: 2595.503662
	Iteration 16Q: 3 clusters Score -165244.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165258.093750 Penalty: 2595.503662
	Iteration 17Q: 3 clusters Score -165258.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165269.046875 Penalty: 2595.503662
	Iteration 18Q: 3 clusters Score -165269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165277.453125 Penalty: 2595.503662
	Iteration 19Q: 3 clusters Score -165277.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165285.921875 Penalty: 2595.503662
	Iteration 20F: 3 clusters Score -165285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165294.609375 Penalty: 2595.503662
	Iteration 21Q: 3 clusters Score -165294.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165309.421875 Penalty: 2595.503662
	Iteration 22Q: 3 clusters Score -165309.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -165319.625000 Penalty: 2595.503662
	Iteration 23Q: 3 clusters Score -165319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165328.671875 Penalty: 2595.503662
	Iteration 24Q: 3 clusters Score -165328.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -165339.140625 Penalty: 2595.503662
	Iteration 25Q: 3 clusters Score -165339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165345.531250 Penalty: 2595.503662
	Iteration 26Q: 3 clusters Score -165345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165352.140625 Penalty: 2595.503662
	Iteration 27Q: 3 clusters Score -165352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -165356.703125 Penalty: 2595.503662
	Iteration 28Q: 3 clusters Score -165356.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165358.421875 Penalty: 2595.503662
	Iteration 29Q: 3 clusters Score -165358.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165362.218750 Penalty: 2595.503662
	Iteration 30Q: 3 clusters Score -165362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165363.781250 Penalty: 2595.503662
	Iteration 31Q: 3 clusters Score -165363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165365.312500 Penalty: 2595.503662
	Iteration 32Q: 3 clusters Score -165365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -165368.640625 Penalty: 2595.503662
	Iteration 33Q: 3 clusters Score -165368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165369.125000 Penalty: 2595.503662
	Iteration 34Q: 3 clusters Score -165369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165370.125000 Penalty: 2595.503662
	Iteration 35Q: 3 clusters Score -165370.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -165370.125000 Penalty: 2595.503662
	Iteration 36F: 3 clusters Score -165370.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (23355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Entering Unmasked Estep 
Score: -1361425.125000 Penalty: 1634.516968
	Iteration 0F: 2 clusters Score -1361425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1345599.125000 Penalty: 3269.033936
	Iteration 0F: 3 clusters Score -1345599 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1351621.875000 Penalty: 3269.033936
	Iteration 1F: 3 clusters Score -1351622 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1352176.750000 Penalty: 3269.033936
	Iteration 2F: 3 clusters Score -1352177 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1352811.375000 Penalty: 3269.033936
	Iteration 3F: 3 clusters Score -1352811 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1353452.250000 Penalty: 3269.033936
	Iteration 4F: 3 clusters Score -1353452 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1354117.375000 Penalty: 3269.033936
	Iteration 5F: 3 clusters Score -1354117 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1354768.000000 Penalty: 3269.033936
	Iteration 6F: 3 clusters Score -1354768 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1355372.500000 Penalty: 3269.033936
	Iteration 7F: 3 clusters Score -1355372 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1355887.625000 Penalty: 3269.033936
	Iteration 8Q: 3 clusters Score -1355888 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1356296.750000 Penalty: 3269.033936
	Iteration 9Q: 3 clusters Score -1356297 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1356598.625000 Penalty: 3269.033936
	Iteration 10Q: 3 clusters Score -1356599 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1356819.250000 Penalty: 3269.033936
	Iteration 11Q: 3 clusters Score -1356819 nChanged 552
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1357046 nChanged 564
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1357281 nChanged 577
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Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1357575 nChanged 680
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1357973 nChanged 681
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Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1358342 nChanged 645
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Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1358651 nChanged 531
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Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1358844 nChanged 400
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Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1358967 nChanged 300
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Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1359038 nChanged 219
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Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1359079 nChanged 164
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Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1359100 nChanged 133
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Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1359125 nChanged 139
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Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1359153 nChanged 106
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Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1359165 nChanged 86
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Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1359169 nChanged 79
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Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1359175 nChanged 69
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Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1359185 nChanged 55
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Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1359192 nChanged 48
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Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1359195 nChanged 39
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Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1359194 nChanged 28
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Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1359198 nChanged 21
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Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1359200 nChanged 22
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Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1359201 nChanged 18
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Mstep: Class 1 contains 11805 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1359204 nChanged 17
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Mstep: Class 1 contains 11788 members 
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	Iteration 36Q: 3 clusters Score -1359201 nChanged 15
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Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1359203 nChanged 10
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Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1359205 nChanged 12
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Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1359208 nChanged 11
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Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1359213.250000 Penalty: 3269.033936
	Iteration 40F: 3 clusters Score -1359213 nChanged 11
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Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1359208 nChanged 10
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Mstep: Class 1 contains 11723 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1359211 nChanged 14
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Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1359207 nChanged 15
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Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1359206 nChanged 16
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Mstep: Class 1 contains 11684 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1359208 nChanged 21
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Mstep: Class 1 contains 11665 members 
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Entering Unmasked Estep 
Score: -1359215.250000 Penalty: 3269.033936
	Iteration 46Q: 3 clusters Score -1359215 nChanged 14
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Mstep: Class 1 contains 11653 members 
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Entering Unmasked Estep 
Score: -1359217.250000 Penalty: 3269.033936
	Iteration 47Q: 3 clusters Score -1359217 nChanged 16
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Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1359219 nChanged 18
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Mstep: Class 1 contains 11619 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1359217 nChanged 18
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Mstep: Class 1 contains 11601 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1359213 nChanged 17
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Mstep: Class 1 contains 11584 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1359216 nChanged 15
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1359213 nChanged 16
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1359213 nChanged 16
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Mstep: Class 1 contains 11541 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1359216 nChanged 17
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Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1359218 nChanged 11
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Mstep: Class 1 contains 11519 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1359218 nChanged 7
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Mstep: Class 1 contains 11512 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1359218 nChanged 8
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Mstep: Class 1 contains 11504 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1359218 nChanged 6
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Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1359219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1359220 nChanged 4
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Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1359221 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
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Entering Unmasked Estep 
Score: -1359222.125000 Penalty: 3269.033936
	Iteration 62Q: 3 clusters Score -1359222 nChanged 15
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Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1359219 nChanged 8
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Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1359226.625000 Penalty: 3269.033936
	Iteration 64Q: 3 clusters Score -1359227 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1359227.750000 Penalty: 3269.033936
	Iteration 65Q: 3 clusters Score -1359228 nChanged 11
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Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1359227 nChanged 9
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Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1359228 nChanged 13
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Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1359225 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1359223 nChanged 5
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Mstep: Class 1 contains 11414 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1359224 nChanged 4
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1359224 nChanged 7
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Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1359223 nChanged 10
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Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1359225 nChanged 11
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Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1359226.000000 Penalty: 3269.033936
	Iteration 74Q: 3 clusters Score -1359226 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11377 members 
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Entering Unmasked Estep 
Score: -1359224.625000 Penalty: 3269.033936
	Iteration 75Q: 3 clusters Score -1359225 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1359226.750000 Penalty: 3269.033936
	Iteration 76Q: 3 clusters Score -1359227 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1359227 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11341 members 
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Entering Unmasked Estep 
Score: -1359229.125000 Penalty: 3269.033936
	Iteration 78Q: 3 clusters Score -1359229 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1359228 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1359228.625000 Penalty: 3269.033936
	Iteration 80F: 3 clusters Score -1359229 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1359229 nChanged 8
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Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1359230 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1359230 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1359229.000000 Penalty: 3269.033936
	Iteration 84Q: 3 clusters Score -1359229 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11278 members 
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Entering Unmasked Estep 
Score: -1359232.125000 Penalty: 3269.033936
	Iteration 85Q: 3 clusters Score -1359232 nChanged 15
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Mstep: Class 1 contains 11263 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1359230 nChanged 13
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Mstep: Class 1 contains 11250 members 
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	Iteration 87Q: 3 clusters Score -1359230 nChanged 20
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Mstep: Class 1 contains 11230 members 
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	Iteration 88Q: 3 clusters Score -1359233 nChanged 17
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Mstep: Class 1 contains 11213 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1359232 nChanged 15
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Mstep: Class 1 contains 11198 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1359232 nChanged 18
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Mstep: Class 1 contains 11180 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1359235 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1359236 nChanged 19
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Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1359234 nChanged 10
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Mstep: Class 1 contains 11131 members 
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	Iteration 94Q: 3 clusters Score -1359236 nChanged 13
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Mstep: Class 1 contains 11118 members 
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	Iteration 95Q: 3 clusters Score -1359236 nChanged 14
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Mstep: Class 1 contains 11104 members 
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	Iteration 96Q: 3 clusters Score -1359239 nChanged 10
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Mstep: Class 1 contains 11094 members 
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	Iteration 97Q: 3 clusters Score -1359237 nChanged 9
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Mstep: Class 1 contains 11085 members 
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	Iteration 98Q: 3 clusters Score -1359239 nChanged 13
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	Iteration 99Q: 3 clusters Score -1359238 nChanged 13
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Mstep: Class 1 contains 11061 members 
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	Iteration 100F: 3 clusters Score -1359235 nChanged 5
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	Iteration 101Q: 3 clusters Score -1359237 nChanged 4
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	Iteration 102Q: 3 clusters Score -1359241 nChanged 1
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	Iteration 103Q: 3 clusters Score -1359241 nChanged 1
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Entering Unmasked Estep 
Score: -1359242.000000 Penalty: 3269.033936
	Iteration 104Q: 3 clusters Score -1359242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1359241.375000 Penalty: 3269.033936
	Iteration 105Q: 3 clusters Score -1359241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1359243.750000 Penalty: 3269.033936
	Iteration 106Q: 3 clusters Score -1359244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1359243.375000 Penalty: 3269.033936
	Iteration 107Q: 3 clusters Score -1359243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1359244.125000 Penalty: 3269.033936
	Iteration 108Q: 3 clusters Score -1359244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1359243.250000 Penalty: 3269.033936
	Iteration 109Q: 3 clusters Score -1359243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1359242.125000 Penalty: 3269.033936
	Iteration 110Q: 3 clusters Score -1359242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1359242.375000 Penalty: 3269.033936
	Iteration 111Q: 3 clusters Score -1359242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1359242.375000 Penalty: 3269.033936
	Iteration 112Q: 3 clusters Score -1359242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1359244.375000 Penalty: 3269.033936
	Iteration 113Q: 3 clusters Score -1359244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1359247.000000 Penalty: 3269.033936
	Iteration 114Q: 3 clusters Score -1359247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1359246.750000 Penalty: 3269.033936
	Iteration 115Q: 3 clusters Score -1359247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1359243.750000 Penalty: 3269.033936
	Iteration 116Q: 3 clusters Score -1359244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1359245.750000 Penalty: 3269.033936
	Iteration 117Q: 3 clusters Score -1359246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1359251.000000 Penalty: 3269.033936
	Iteration 118Q: 3 clusters Score -1359251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1359247.875000 Penalty: 3269.033936
	Iteration 119Q: 3 clusters Score -1359248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1359249.000000 Penalty: 3269.033936
	Iteration 120F: 3 clusters Score -1359249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1359248.250000 Penalty: 3269.033936
	Iteration 121Q: 3 clusters Score -1359248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1359251.000000 Penalty: 3269.033936
	Iteration 122Q: 3 clusters Score -1359251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1359250.500000 Penalty: 3269.033936
	Iteration 123Q: 3 clusters Score -1359250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1359248.750000 Penalty: 3269.033936
	Iteration 124Q: 3 clusters Score -1359249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1359248.750000 Penalty: 3269.033936
	Iteration 125F: 3 clusters Score -1359249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -246057.812500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -246057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -242590.828125 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -242590.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -243480.484375 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -243480.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -243640.546875 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -243640.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -243749.671875 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -243749.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -243829.390625 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -243829.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -243895.218750 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -243895.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -243947.890625 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -243947.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -243984.875000 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -243984.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -244013.125000 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -244013.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -244037.890625 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -244037.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -244066.906250 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -244066.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -244093.593750 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -244093.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -244121.171875 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -244121.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -244162.000000 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -244162 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -244205.515625 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -244205.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -244241.781250 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -244241.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -244282.515625 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -244282.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -244330.031250 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -244330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -244383.515625 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -244383.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244441.187500 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -244441.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244499.828125 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -244499.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244546.031250 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -244546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -244596.046875 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -244596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -244645.546875 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -244645.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -244702.984375 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -244703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244761.671875 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -244761.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -244809.609375 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -244809.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -244854.140625 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -244854.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -244900.203125 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -244900.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -244938.281250 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -244938.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -244962.078125 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -244962.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -244979.484375 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -244979.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -244991.078125 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -244991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -244995.281250 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -244995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -244995.453125 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -244995.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -244995.453125 Penalty: 2704.778076
	Iteration 35F: 3 clusters Score -244995.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2256 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5846 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9900 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3410 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703953.000000 Penalty: 82366.320312
Iteration 239Q: 42 clusters Score -1.270395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5845 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12024 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9910 members 
Mstep: Class 23 contains 24983 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9166 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3414 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703951.000000 Penalty: 82366.320312
Iteration 240F: 42 clusters Score -1.270395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7553 members 
Mstep: Class 9 contains 2257 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12012 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9921 members 
Mstep: Class 23 contains 24985 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9165 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703988.000000 Penalty: 82366.320312
Iteration 241Q: 42 clusters Score -1.270399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12011 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9925 members 
Mstep: Class 23 contains 24982 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9163 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2808 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5918 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703996.000000 Penalty: 82366.320312
Iteration 242Q: 42 clusters Score -1.2704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12006 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9929 members 
Mstep: Class 23 contains 24981 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 569 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5918 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704000.000000 Penalty: 82366.320312
Iteration 243Q: 42 clusters Score -1.2704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703983.000000 Penalty: 82366.320312
Iteration 244Q: 42 clusters Score -1.270398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703983.000000 Penalty: 82366.320312
Iteration 245F: 42 clusters Score -1.270398e+07 nChanged 0
Entering ConstructFrom: 
Score: -12703983.000000 Penalty: 82366.320312
Entering ConstructFrom: 
Trying to split cluster 1 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -148720.859375 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -148720.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -146370.531250 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -146370.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -146850.437500 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -146850.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -146967.390625 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -146967.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -147039.453125 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -147039.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -147093.562500 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -147093.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147135.625000 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -147135.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -147171.562500 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -147171.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -147196.468750 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -147196.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -147219.312500 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -147219.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147244.218750 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -147244.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -147264.890625 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -147264.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -147284.046875 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -147284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -147304.328125 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -147304.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -147324.500000 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -147324.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147343.953125 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -147344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147356.687500 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -147356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147366.906250 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -147366.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147375.203125 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -147375.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147380.828125 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -147380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147389.359375 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -147389.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147400.812500 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -147400.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -147409.593750 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -147409.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147413.671875 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -147413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147416.062500 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -147416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147418.281250 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -147418.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -147425.421875 Penalty: 2532.915771
	Iteration 25Q: 3 clusters Score -147425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -147433.812500 Penalty: 2532.915771
	Iteration 26Q: 3 clusters Score -147433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -147444.109375 Penalty: 2532.915771
	Iteration 27Q: 3 clusters Score -147444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147447.468750 Penalty: 2532.915771
	Iteration 28Q: 3 clusters Score -147447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147450.328125 Penalty: 2532.915771
	Iteration 29Q: 3 clusters Score -147450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -147452.718750 Penalty: 2532.915771
	Iteration 30Q: 3 clusters Score -147452.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -147456.843750 Penalty: 2532.915771
	Iteration 31Q: 3 clusters Score -147456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -147459.765625 Penalty: 2532.915771
	Iteration 32Q: 3 clusters Score -147459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -147465.546875 Penalty: 2532.915771
	Iteration 33Q: 3 clusters Score -147465.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -147473.093750 Penalty: 2532.915771
	Iteration 34Q: 3 clusters Score -147473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -147478.078125 Penalty: 2532.915771
	Iteration 35Q: 3 clusters Score -147478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -147481.625000 Penalty: 2532.915771
	Iteration 36Q: 3 clusters Score -147481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -147482.937500 Penalty: 2532.915771
	Iteration 37Q: 3 clusters Score -147482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -147483.390625 Penalty: 2532.915771
	Iteration 38Q: 3 clusters Score -147483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -147483.343750 Penalty: 2532.915771
	Iteration 39Q: 3 clusters Score -147483.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -147483.343750 Penalty: 2532.915771
	Iteration 40F: 3 clusters Score -147483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -35668.628906 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -35668.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -34326.679688 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -34326.68 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34763.957031 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -34763.96 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -34932.421875 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -34932.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -35031.035156 Penalty: 2231.414551
	Iteration 3F: 3 clusters Score -35031.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -35097.039062 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -35097.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -35132.960938 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -35132.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -35162.921875 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -35162.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35187.859375 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -35187.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -35202.812500 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -35202.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35207.519531 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -35207.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -35213.652344 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -35213.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -35219.402344 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -35219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -35226.746094 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -35226.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35232.074219 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -35232.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -35238.550781 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -35238.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -35248.207031 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -35248.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -35250.578125 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -35250.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -35253.925781 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -35253.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -35257.531250 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -35257.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35258.406250 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -35258.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35258.406250 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -35258.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -140945.218750 Penalty: 1270.821411
	Iteration 0F: 2 clusters Score -140945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -138580.046875 Penalty: 2541.642822
	Iteration 0F: 3 clusters Score -138580 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -139125.125000 Penalty: 2541.642822
	Iteration 1F: 3 clusters Score -139125.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -139254.687500 Penalty: 2541.642822
	Iteration 2F: 3 clusters Score -139254.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -139342.484375 Penalty: 2541.642822
	Iteration 3F: 3 clusters Score -139342.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -139435.578125 Penalty: 2541.642822
	Iteration 4Q: 3 clusters Score -139435.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -139533.875000 Penalty: 2541.642822
	Iteration 5Q: 3 clusters Score -139533.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -139600.421875 Penalty: 2541.642822
	Iteration 6Q: 3 clusters Score -139600.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -139644.640625 Penalty: 2541.642822
	Iteration 7Q: 3 clusters Score -139644.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -139685.578125 Penalty: 2541.642822
	Iteration 8Q: 3 clusters Score -139685.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -139720.890625 Penalty: 2541.642822
	Iteration 9Q: 3 clusters Score -139720.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -139752.484375 Penalty: 2541.642822
	Iteration 10Q: 3 clusters Score -139752.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -139780.812500 Penalty: 2541.642822
	Iteration 11Q: 3 clusters Score -139780.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -139800.500000 Penalty: 2541.642822
	Iteration 12Q: 3 clusters Score -139800.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -139815.734375 Penalty: 2541.642822
	Iteration 13Q: 3 clusters Score -139815.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -139830.515625 Penalty: 2541.642822
	Iteration 14Q: 3 clusters Score -139830.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -139843.515625 Penalty: 2541.642822
	Iteration 15Q: 3 clusters Score -139843.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -139852.000000 Penalty: 2541.642822
	Iteration 16Q: 3 clusters Score -139852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -139858.234375 Penalty: 2541.642822
	Iteration 17Q: 3 clusters Score -139858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -139864.062500 Penalty: 2541.642822
	Iteration 18Q: 3 clusters Score -139864.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -139870.046875 Penalty: 2541.642822
	Iteration 19Q: 3 clusters Score -139870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -139873.765625 Penalty: 2541.642822
	Iteration 20F: 3 clusters Score -139873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -139878.375000 Penalty: 2541.642822
	Iteration 21Q: 3 clusters Score -139878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -139882.312500 Penalty: 2541.642822
	Iteration 22Q: 3 clusters Score -139882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -139888.562500 Penalty: 2541.642822
	Iteration 23Q: 3 clusters Score -139888.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -139895.390625 Penalty: 2541.642822
	Iteration 24Q: 3 clusters Score -139895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -139903.390625 Penalty: 2541.642822
	Iteration 25Q: 3 clusters Score -139903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -139908.312500 Penalty: 2541.642822
	Iteration 26Q: 3 clusters Score -139908.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -139915.812500 Penalty: 2541.642822
	Iteration 27Q: 3 clusters Score -139915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -139925.156250 Penalty: 2541.642822
	Iteration 28Q: 3 clusters Score -139925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -139932.625000 Penalty: 2541.642822
	Iteration 29Q: 3 clusters Score -139932.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -139938.546875 Penalty: 2541.642822
	Iteration 30Q: 3 clusters Score -139938.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -139944.312500 Penalty: 2541.642822
	Iteration 31Q: 3 clusters Score -139944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -139947.562500 Penalty: 2541.642822
	Iteration 32Q: 3 clusters Score -139947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -139954.171875 Penalty: 2541.642822
	Iteration 33Q: 3 clusters Score -139954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -139959.765625 Penalty: 2541.642822
	Iteration 34Q: 3 clusters Score -139959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -139966.843750 Penalty: 2541.642822
	Iteration 35Q: 3 clusters Score -139966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -139973.468750 Penalty: 2541.642822
	Iteration 36Q: 3 clusters Score -139973.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -139980.000000 Penalty: 2541.642822
	Iteration 37Q: 3 clusters Score -139980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -139985.187500 Penalty: 2541.642822
	Iteration 38Q: 3 clusters Score -139985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -139990.937500 Penalty: 2541.642822
	Iteration 39Q: 3 clusters Score -139990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -139994.937500 Penalty: 2541.642822
	Iteration 40F: 3 clusters Score -139994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -139997.734375 Penalty: 2541.642822
	Iteration 41Q: 3 clusters Score -139997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -139999.218750 Penalty: 2541.642822
	Iteration 42Q: 3 clusters Score -139999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -139999.781250 Penalty: 2541.642822
	Iteration 43Q: 3 clusters Score -139999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -139999.781250 Penalty: 2541.642822
	Iteration 44F: 3 clusters Score -139999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Entering Unmasked Estep 
Score: -838637.937500 Penalty: 1552.732544
	Iteration 0F: 2 clusters Score -838637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -828898.437500 Penalty: 3105.465088
	Iteration 0F: 3 clusters Score -828898.4 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -833024.562500 Penalty: 3105.465088
	Iteration 1F: 3 clusters Score -833024.6 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -833983.937500 Penalty: 3105.465088
	Iteration 2F: 3 clusters Score -833983.9 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -834851.000000 Penalty: 3105.465088
	Iteration 3F: 3 clusters Score -834851 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -835612.000000 Penalty: 3105.465088
	Iteration 4F: 3 clusters Score -835612 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -836318.312500 Penalty: 3105.465088
	Iteration 5F: 3 clusters Score -836318.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -836838.062500 Penalty: 3105.465088
	Iteration 6F: 3 clusters Score -836838.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -837204.562500 Penalty: 3105.465088
	Iteration 7Q: 3 clusters Score -837204.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -837469.250000 Penalty: 3105.465088
	Iteration 8Q: 3 clusters Score -837469.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -837673.937500 Penalty: 3105.465088
	Iteration 9Q: 3 clusters Score -837673.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -837834.875000 Penalty: 3105.465088
	Iteration 10Q: 3 clusters Score -837834.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -837952.875000 Penalty: 3105.465088
	Iteration 11Q: 3 clusters Score -837952.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -838049.750000 Penalty: 3105.465088
	Iteration 12Q: 3 clusters Score -838049.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -838138.687500 Penalty: 3105.465088
	Iteration 13Q: 3 clusters Score -838138.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -838219.000000 Penalty: 3105.465088
	Iteration 14Q: 3 clusters Score -838219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -838292.937500 Penalty: 3105.465088
	Iteration 15Q: 3 clusters Score -838292.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -838352.187500 Penalty: 3105.465088
	Iteration 16Q: 3 clusters Score -838352.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -838408.437500 Penalty: 3105.465088
	Iteration 17Q: 3 clusters Score -838408.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -838459.000000 Penalty: 3105.465088
	Iteration 18Q: 3 clusters Score -838459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -838494.125000 Penalty: 3105.465088
	Iteration 19Q: 3 clusters Score -838494.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -838526.062500 Penalty: 3105.465088
	Iteration 20F: 3 clusters Score -838526.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -838548.875000 Penalty: 3105.465088
	Iteration 21Q: 3 clusters Score -838548.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -838571.000000 Penalty: 3105.465088
	Iteration 22Q: 3 clusters Score -838571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -838588.375000 Penalty: 3105.465088
	Iteration 23Q: 3 clusters Score -838588.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -838602.875000 Penalty: 3105.465088
	Iteration 24Q: 3 clusters Score -838602.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -838616.687500 Penalty: 3105.465088
	Iteration 25Q: 3 clusters Score -838616.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -838628.625000 Penalty: 3105.465088
	Iteration 26Q: 3 clusters Score -838628.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -838634.750000 Penalty: 3105.465088
	Iteration 27Q: 3 clusters Score -838634.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -838637.187500 Penalty: 3105.465088
	Iteration 28Q: 3 clusters Score -838637.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -838642.312500 Penalty: 3105.465088
	Iteration 29Q: 3 clusters Score -838642.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -838650.437500 Penalty: 3105.465088
	Iteration 30Q: 3 clusters Score -838650.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -838652.125000 Penalty: 3105.465088
	Iteration 31Q: 3 clusters Score -838652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -838657.375000 Penalty: 3105.465088
	Iteration 32Q: 3 clusters Score -838657.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -838659.187500 Penalty: 3105.465088
	Iteration 33Q: 3 clusters Score -838659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -838659.625000 Penalty: 3105.465088
	Iteration 34Q: 3 clusters Score -838659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -838660.250000 Penalty: 3105.465088
	Iteration 35Q: 3 clusters Score -838660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -838662.062500 Penalty: 3105.465088
	Iteration 36Q: 3 clusters Score -838662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -838662.687500 Penalty: 3105.465088
	Iteration 37Q: 3 clusters Score -838662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -838663.875000 Penalty: 3105.465088
	Iteration 38Q: 3 clusters Score -838663.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -838666.812500 Penalty: 3105.465088
	Iteration 39Q: 3 clusters Score -838666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -838668.500000 Penalty: 3105.465088
	Iteration 40F: 3 clusters Score -838668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -838668.875000 Penalty: 3105.465088
	Iteration 41Q: 3 clusters Score -838668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -838670.562500 Penalty: 3105.465088
	Iteration 42Q: 3 clusters Score -838670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -838671.312500 Penalty: 3105.465088
	Iteration 43Q: 3 clusters Score -838671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -838673.125000 Penalty: 3105.465088
	Iteration 44Q: 3 clusters Score -838673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -838673.125000 Penalty: 3105.465088
	Iteration 45F: 3 clusters Score -838673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 12879 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 1240 members 
Entering Unmasked Estep 
Score: -12703544.000000 Penalty: 84375.257812
Splitting cluster 4 changes total score from -12703983.000000 to -12703544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -108118.742188 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -108118.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -106042.734375 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -106042.7 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -106624.531250 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -106624.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -106824.117188 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -106824.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -106995.023438 Penalty: 2466.534180
	Iteration 3F: 3 clusters Score -106995 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -107195.937500 Penalty: 2466.534180
	Iteration 4F: 3 clusters Score -107195.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -107417.210938 Penalty: 2466.534180
	Iteration 5F: 3 clusters Score -107417.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -107549.812500 Penalty: 2466.534180
	Iteration 6Q: 3 clusters Score -107549.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -107617.859375 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -107617.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -107677.921875 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -107677.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107744.296875 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -107744.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107791.523438 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -107791.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -107835.156250 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -107835.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -107903.984375 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -107904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -107971.726562 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -107971.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108034.250000 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -108034.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108133.046875 Penalty: 2466.534180
	Iteration 15Q: 3 clusters Score -108133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108226.125000 Penalty: 2466.534180
	Iteration 16Q: 3 clusters Score -108226.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108294.101562 Penalty: 2466.534180
	Iteration 17Q: 3 clusters Score -108294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -108327.031250 Penalty: 2466.534180
	Iteration 18Q: 3 clusters Score -108327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -108357.500000 Penalty: 2466.534180
	Iteration 19Q: 3 clusters Score -108357.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -108383.562500 Penalty: 2466.534180
	Iteration 20F: 3 clusters Score -108383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -108396.070312 Penalty: 2466.534180
	Iteration 21Q: 3 clusters Score -108396.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -108404.710938 Penalty: 2466.534180
	Iteration 22Q: 3 clusters Score -108404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -108409.992188 Penalty: 2466.534180
	Iteration 23Q: 3 clusters Score -108410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -108415.507812 Penalty: 2466.534180
	Iteration 24Q: 3 clusters Score -108415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -108426.578125 Penalty: 2466.534180
	Iteration 25Q: 3 clusters Score -108426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -108431.398438 Penalty: 2466.534180
	Iteration 26Q: 3 clusters Score -108431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -108433.062500 Penalty: 2466.534180
	Iteration 27Q: 3 clusters Score -108433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -108433.734375 Penalty: 2466.534180
	Iteration 28Q: 3 clusters Score -108433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -108433.734375 Penalty: 2466.534180
	Iteration 29F: 3 clusters Score -108433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1163 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 814 members 
Entering Unmasked Estep 
Score: -12703505.000000 Penalty: 84375.257812
Splitting cluster 5 changes total score from -12703983.000000 to -12703505.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -184715.281250 Penalty: 1308.601562
	Iteration 0F: 2 clusters Score -184715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -181901.156250 Penalty: 2617.203125
	Iteration 0F: 3 clusters Score -181901.2 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -182693.031250 Penalty: 2617.203125
	Iteration 1F: 3 clusters Score -182693 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -182900.046875 Penalty: 2617.203125
	Iteration 2F: 3 clusters Score -182900 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -183060.203125 Penalty: 2617.203125
	Iteration 3F: 3 clusters Score -183060.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -183207.171875 Penalty: 2617.203125
	Iteration 4F: 3 clusters Score -183207.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -183352.921875 Penalty: 2617.203125
	Iteration 5F: 3 clusters Score -183352.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -183466.375000 Penalty: 2617.203125
	Iteration 6Q: 3 clusters Score -183466.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -183556.046875 Penalty: 2617.203125
	Iteration 7Q: 3 clusters Score -183556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -183600.937500 Penalty: 2617.203125
	Iteration 8Q: 3 clusters Score -183600.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -183636.281250 Penalty: 2617.203125
	Iteration 9Q: 3 clusters Score -183636.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -183660.828125 Penalty: 2617.203125
	Iteration 10Q: 3 clusters Score -183660.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -183679.984375 Penalty: 2617.203125
	Iteration 11Q: 3 clusters Score -183680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -183694.515625 Penalty: 2617.203125
	Iteration 12Q: 3 clusters Score -183694.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -183711.234375 Penalty: 2617.203125
	Iteration 13Q: 3 clusters Score -183711.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -183730.671875 Penalty: 2617.203125
	Iteration 14Q: 3 clusters Score -183730.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -183742.859375 Penalty: 2617.203125
	Iteration 15Q: 3 clusters Score -183742.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -183753.312500 Penalty: 2617.203125
	Iteration 16Q: 3 clusters Score -183753.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -183764.046875 Penalty: 2617.203125
	Iteration 17Q: 3 clusters Score -183764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -183772.828125 Penalty: 2617.203125
	Iteration 18Q: 3 clusters Score -183772.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -183781.906250 Penalty: 2617.203125
	Iteration 19Q: 3 clusters Score -183781.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -183789.734375 Penalty: 2617.203125
	Iteration 20F: 3 clusters Score -183789.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -183796.843750 Penalty: 2617.203125
	Iteration 21Q: 3 clusters Score -183796.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -183806.671875 Penalty: 2617.203125
	Iteration 22Q: 3 clusters Score -183806.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -183814.781250 Penalty: 2617.203125
	Iteration 23Q: 3 clusters Score -183814.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -183819.187500 Penalty: 2617.203125
	Iteration 24Q: 3 clusters Score -183819.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -183822.421875 Penalty: 2617.203125
	Iteration 25Q: 3 clusters Score -183822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -183824.546875 Penalty: 2617.203125
	Iteration 26Q: 3 clusters Score -183824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -183825.968750 Penalty: 2617.203125
	Iteration 27Q: 3 clusters Score -183826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -183826.765625 Penalty: 2617.203125
	Iteration 28Q: 3 clusters Score -183826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -183827.359375 Penalty: 2617.203125
	Iteration 29Q: 3 clusters Score -183827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -183827.484375 Penalty: 2617.203125
	Iteration 30Q: 3 clusters Score -183827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -183829.421875 Penalty: 2617.203125
	Iteration 31Q: 3 clusters Score -183829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -183832.140625 Penalty: 2617.203125
	Iteration 32Q: 3 clusters Score -183832.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -183835.109375 Penalty: 2617.203125
	Iteration 33Q: 3 clusters Score -183835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -183838.062500 Penalty: 2617.203125
	Iteration 34Q: 3 clusters Score -183838.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -183840.421875 Penalty: 2617.203125
	Iteration 35Q: 3 clusters Score -183840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -183841.406250 Penalty: 2617.203125
	Iteration 36Q: 3 clusters Score -183841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -183841.406250 Penalty: 2617.203125
	Iteration 37F: 3 clusters Score -183841.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Entering Unmasked Estep 
Score: -924201.500000 Penalty: 1569.679565
	Iteration 0F: 2 clusters Score -924201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -913366.500000 Penalty: 3139.359131
	Iteration 0F: 3 clusters Score -913366.5 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -917238.750000 Penalty: 3139.359131
	Iteration 1F: 3 clusters Score -917238.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -917796.500000 Penalty: 3139.359131
	Iteration 2F: 3 clusters Score -917796.5 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -918501.875000 Penalty: 3139.359131
	Iteration 3F: 3 clusters Score -918501.9 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -919291.750000 Penalty: 3139.359131
	Iteration 4F: 3 clusters Score -919291.8 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -920091.062500 Penalty: 3139.359131
	Iteration 5F: 3 clusters Score -920091.1 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -920779.062500 Penalty: 3139.359131
	Iteration 6F: 3 clusters Score -920779.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -921239.625000 Penalty: 3139.359131
	Iteration 7F: 3 clusters Score -921239.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -921491.500000 Penalty: 3139.359131
	Iteration 8Q: 3 clusters Score -921491.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -921614.937500 Penalty: 3139.359131
	Iteration 9Q: 3 clusters Score -921614.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -921676.187500 Penalty: 3139.359131
	Iteration 10Q: 3 clusters Score -921676.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -921712.687500 Penalty: 3139.359131
	Iteration 11Q: 3 clusters Score -921712.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -921740.875000 Penalty: 3139.359131
	Iteration 12Q: 3 clusters Score -921740.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -921757.375000 Penalty: 3139.359131
	Iteration 13Q: 3 clusters Score -921757.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -921772.375000 Penalty: 3139.359131
	Iteration 14Q: 3 clusters Score -921772.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -921791.187500 Penalty: 3139.359131
	Iteration 15Q: 3 clusters Score -921791.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -921803.812500 Penalty: 3139.359131
	Iteration 16Q: 3 clusters Score -921803.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -921818.062500 Penalty: 3139.359131
	Iteration 17Q: 3 clusters Score -921818.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -921837.812500 Penalty: 3139.359131
	Iteration 18Q: 3 clusters Score -921837.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -921858.750000 Penalty: 3139.359131
	Iteration 19Q: 3 clusters Score -921858.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -921882.937500 Penalty: 3139.359131
	Iteration 20F: 3 clusters Score -921882.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -921912.687500 Penalty: 3139.359131
	Iteration 21Q: 3 clusters Score -921912.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -921935.750000 Penalty: 3139.359131
	Iteration 22Q: 3 clusters Score -921935.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -921964.562500 Penalty: 3139.359131
	Iteration 23Q: 3 clusters Score -921964.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -921991.312500 Penalty: 3139.359131
	Iteration 24Q: 3 clusters Score -921991.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -922023.625000 Penalty: 3139.359131
	Iteration 25Q: 3 clusters Score -922023.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -922050.250000 Penalty: 3139.359131
	Iteration 26Q: 3 clusters Score -922050.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -922072.875000 Penalty: 3139.359131
	Iteration 27Q: 3 clusters Score -922072.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -922103.375000 Penalty: 3139.359131
	Iteration 28Q: 3 clusters Score -922103.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -922133.312500 Penalty: 3139.359131
	Iteration 29Q: 3 clusters Score -922133.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -922169.562500 Penalty: 3139.359131
	Iteration 30Q: 3 clusters Score -922169.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -922206.187500 Penalty: 3139.359131
	Iteration 31Q: 3 clusters Score -922206.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -922252.312500 Penalty: 3139.359131
	Iteration 32Q: 3 clusters Score -922252.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -922291.375000 Penalty: 3139.359131
	Iteration 33Q: 3 clusters Score -922291.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -922325.687500 Penalty: 3139.359131
	Iteration 34Q: 3 clusters Score -922325.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -922362.250000 Penalty: 3139.359131
	Iteration 35Q: 3 clusters Score -922362.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -922396.562500 Penalty: 3139.359131
	Iteration 36Q: 3 clusters Score -922396.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -922430.937500 Penalty: 3139.359131
	Iteration 37Q: 3 clusters Score -922430.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -922471.312500 Penalty: 3139.359131
	Iteration 38Q: 3 clusters Score -922471.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -922507.562500 Penalty: 3139.359131
	Iteration 39Q: 3 clusters Score -922507.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -922542.625000 Penalty: 3139.359131
	Iteration 40F: 3 clusters Score -922542.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -922567.687500 Penalty: 3139.359131
	Iteration 41Q: 3 clusters Score -922567.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -922594.375000 Penalty: 3139.359131
	Iteration 42Q: 3 clusters Score -922594.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -922612.875000 Penalty: 3139.359131
	Iteration 43Q: 3 clusters Score -922612.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -922636.375000 Penalty: 3139.359131
	Iteration 44Q: 3 clusters Score -922636.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -922660.250000 Penalty: 3139.359131
	Iteration 45Q: 3 clusters Score -922660.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -922685.562500 Penalty: 3139.359131
	Iteration 46Q: 3 clusters Score -922685.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -922704.437500 Penalty: 3139.359131
	Iteration 47Q: 3 clusters Score -922704.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -922721.750000 Penalty: 3139.359131
	Iteration 48Q: 3 clusters Score -922721.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -922731.687500 Penalty: 3139.359131
	Iteration 49Q: 3 clusters Score -922731.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -922746.437500 Penalty: 3139.359131
	Iteration 50Q: 3 clusters Score -922746.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -922762.125000 Penalty: 3139.359131
	Iteration 51Q: 3 clusters Score -922762.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -922780.750000 Penalty: 3139.359131
	Iteration 52Q: 3 clusters Score -922780.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -922790.937500 Penalty: 3139.359131
	Iteration 53Q: 3 clusters Score -922790.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -922799.500000 Penalty: 3139.359131
	Iteration 54Q: 3 clusters Score -922799.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -922807.312500 Penalty: 3139.359131
	Iteration 55Q: 3 clusters Score -922807.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -922810.812500 Penalty: 3139.359131
	Iteration 56Q: 3 clusters Score -922810.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -922815.625000 Penalty: 3139.359131
	Iteration 57Q: 3 clusters Score -922815.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -922825.250000 Penalty: 3139.359131
	Iteration 58Q: 3 clusters Score -922825.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -922828.000000 Penalty: 3139.359131
	Iteration 59Q: 3 clusters Score -922828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -922831.187500 Penalty: 3139.359131
	Iteration 60F: 3 clusters Score -922831.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -922835.625000 Penalty: 3139.359131
	Iteration 61Q: 3 clusters Score -922835.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -922837.375000 Penalty: 3139.359131
	Iteration 62Q: 3 clusters Score -922837.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -922838.937500 Penalty: 3139.359131
	Iteration 63Q: 3 clusters Score -922838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -922839.375000 Penalty: 3139.359131
	Iteration 64Q: 3 clusters Score -922839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -922840.750000 Penalty: 3139.359131
	Iteration 65Q: 3 clusters Score -922840.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -922844.937500 Penalty: 3139.359131
	Iteration 66Q: 3 clusters Score -922844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -922846.750000 Penalty: 3139.359131
	Iteration 67Q: 3 clusters Score -922846.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -922852.250000 Penalty: 3139.359131
	Iteration 68Q: 3 clusters Score -922852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -922856.625000 Penalty: 3139.359131
	Iteration 69Q: 3 clusters Score -922856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -922856.250000 Penalty: 3139.359131
	Iteration 70Q: 3 clusters Score -922856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -922857.812500 Penalty: 3139.359131
	Iteration 71Q: 3 clusters Score -922857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -922860.562500 Penalty: 3139.359131
	Iteration 72Q: 3 clusters Score -922860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -922865.687500 Penalty: 3139.359131
	Iteration 73Q: 3 clusters Score -922865.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -922866.437500 Penalty: 3139.359131
	Iteration 74Q: 3 clusters Score -922866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -922867.437500 Penalty: 3139.359131
	Iteration 75Q: 3 clusters Score -922867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -922866.562500 Penalty: 3139.359131
	Iteration 76Q: 3 clusters Score -922866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -922868.000000 Penalty: 3139.359131
	Iteration 77Q: 3 clusters Score -922868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -922870.250000 Penalty: 3139.359131
	Iteration 78Q: 3 clusters Score -922870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -922869.750000 Penalty: 3139.359131
	Iteration 79Q: 3 clusters Score -922869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -922867.812500 Penalty: 3139.359131
	Iteration 80F: 3 clusters Score -922867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -922869.312500 Penalty: 3139.359131
	Iteration 81Q: 3 clusters Score -922869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -922869.375000 Penalty: 3139.359131
	Iteration 82Q: 3 clusters Score -922869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -922869.750000 Penalty: 3139.359131
	Iteration 83Q: 3 clusters Score -922869.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -922869.750000 Penalty: 3139.359131
	Iteration 84Q: 3 clusters Score -922869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -922869.750000 Penalty: 3139.359131
	Iteration 85F: 3 clusters Score -922869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Entering Unmasked Estep 
Score: -428264.281250 Penalty: 1451.162231
	Iteration 0F: 2 clusters Score -428264.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -422659.875000 Penalty: 2902.324463
	Iteration 0F: 3 clusters Score -422659.9 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -424389.625000 Penalty: 2902.324463
	Iteration 1F: 3 clusters Score -424389.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -424654.156250 Penalty: 2902.324463
	Iteration 2F: 3 clusters Score -424654.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -424894.718750 Penalty: 2902.324463
	Iteration 3F: 3 clusters Score -424894.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -425083.906250 Penalty: 2902.324463
	Iteration 4Q: 3 clusters Score -425083.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -425265.968750 Penalty: 2902.324463
	Iteration 5Q: 3 clusters Score -425266 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -425448.593750 Penalty: 2902.324463
	Iteration 6Q: 3 clusters Score -425448.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -425636.156250 Penalty: 2902.324463
	Iteration 7Q: 3 clusters Score -425636.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -425814.218750 Penalty: 2902.324463
	Iteration 8Q: 3 clusters Score -425814.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -425960.187500 Penalty: 2902.324463
	Iteration 9Q: 3 clusters Score -425960.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -426075.968750 Penalty: 2902.324463
	Iteration 10Q: 3 clusters Score -426076 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -426190.125000 Penalty: 2902.324463
	Iteration 11Q: 3 clusters Score -426190.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -426298.593750 Penalty: 2902.324463
	Iteration 12Q: 3 clusters Score -426298.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -426407.437500 Penalty: 2902.324463
	Iteration 13Q: 3 clusters Score -426407.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -426487.062500 Penalty: 2902.324463
	Iteration 14Q: 3 clusters Score -426487.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -426551.406250 Penalty: 2902.324463
	Iteration 15Q: 3 clusters Score -426551.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -426605.250000 Penalty: 2902.324463
	Iteration 16Q: 3 clusters Score -426605.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -426663.593750 Penalty: 2902.324463
	Iteration 17Q: 3 clusters Score -426663.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -426710.437500 Penalty: 2902.324463
	Iteration 18Q: 3 clusters Score -426710.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -426743.000000 Penalty: 2902.324463
	Iteration 19Q: 3 clusters Score -426743 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -426775.187500 Penalty: 2902.324463
	Iteration 20F: 3 clusters Score -426775.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -426805.468750 Penalty: 2902.324463
	Iteration 21Q: 3 clusters Score -426805.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -426834.156250 Penalty: 2902.324463
	Iteration 22Q: 3 clusters Score -426834.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -426850.156250 Penalty: 2902.324463
	Iteration 23Q: 3 clusters Score -426850.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -426863.250000 Penalty: 2902.324463
	Iteration 24Q: 3 clusters Score -426863.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -426871.437500 Penalty: 2902.324463
	Iteration 25Q: 3 clusters Score -426871.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -426875.343750 Penalty: 2902.324463
	Iteration 26Q: 3 clusters Score -426875.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -426881.343750 Penalty: 2902.324463
	Iteration 27Q: 3 clusters Score -426881.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -426887.000000 Penalty: 2902.324463
	Iteration 28Q: 3 clusters Score -426887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -426893.062500 Penalty: 2902.324463
	Iteration 29Q: 3 clusters Score -426893.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -426896.750000 Penalty: 2902.324463
	Iteration 30Q: 3 clusters Score -426896.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -426900.812500 Penalty: 2902.324463
	Iteration 31Q: 3 clusters Score -426900.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -426903.906250 Penalty: 2902.324463
	Iteration 32Q: 3 clusters Score -426903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -426908.031250 Penalty: 2902.324463
	Iteration 33Q: 3 clusters Score -426908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -426912.031250 Penalty: 2902.324463
	Iteration 34Q: 3 clusters Score -426912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -426916.156250 Penalty: 2902.324463
	Iteration 35Q: 3 clusters Score -426916.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -426922.562500 Penalty: 2902.324463
	Iteration 36Q: 3 clusters Score -426922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -426927.250000 Penalty: 2902.324463
	Iteration 37Q: 3 clusters Score -426927.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -426933.562500 Penalty: 2902.324463
	Iteration 38Q: 3 clusters Score -426933.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -426939.187500 Penalty: 2902.324463
	Iteration 39Q: 3 clusters Score -426939.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -426945.312500 Penalty: 2902.324463
	Iteration 40F: 3 clusters Score -426945.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -426952.875000 Penalty: 2902.324463
	Iteration 41Q: 3 clusters Score -426952.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -426960.562500 Penalty: 2902.324463
	Iteration 42Q: 3 clusters Score -426960.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -426966.531250 Penalty: 2902.324463
	Iteration 43Q: 3 clusters Score -426966.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -426973.937500 Penalty: 2902.324463
	Iteration 44Q: 3 clusters Score -426973.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -426979.812500 Penalty: 2902.324463
	Iteration 45Q: 3 clusters Score -426979.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -426986.625000 Penalty: 2902.324463
	Iteration 46Q: 3 clusters Score -426986.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -426991.250000 Penalty: 2902.324463
	Iteration 47Q: 3 clusters Score -426991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -426992.437500 Penalty: 2902.324463
	Iteration 48Q: 3 clusters Score -426992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -426994.937500 Penalty: 2902.324463
	Iteration 49Q: 3 clusters Score -426994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -426997.781250 Penalty: 2902.324463
	Iteration 50Q: 3 clusters Score -426997.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -427000.500000 Penalty: 2902.324463
	Iteration 51Q: 3 clusters Score -427000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -427003.937500 Penalty: 2902.324463
	Iteration 52Q: 3 clusters Score -427003.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -427009.500000 Penalty: 2902.324463
	Iteration 53Q: 3 clusters Score -427009.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -427012.156250 Penalty: 2902.324463
	Iteration 54Q: 3 clusters Score -427012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -427013.781250 Penalty: 2902.324463
	Iteration 55Q: 3 clusters Score -427013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -427016.718750 Penalty: 2902.324463
	Iteration 56Q: 3 clusters Score -427016.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -427017.125000 Penalty: 2902.324463
	Iteration 57Q: 3 clusters Score -427017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -427018.625000 Penalty: 2902.324463
	Iteration 58Q: 3 clusters Score -427018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -427019.875000 Penalty: 2902.324463
	Iteration 59Q: 3 clusters Score -427019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -427021.281250 Penalty: 2902.324463
	Iteration 60F: 3 clusters Score -427021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -427022.906250 Penalty: 2902.324463
	Iteration 61Q: 3 clusters Score -427022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -427024.687500 Penalty: 2902.324463
	Iteration 62Q: 3 clusters Score -427024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -427024.687500 Penalty: 2902.324463
	Iteration 63Q: 3 clusters Score -427024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -427025.500000 Penalty: 2902.324463
	Iteration 64Q: 3 clusters Score -427025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -427026.843750 Penalty: 2902.324463
	Iteration 65Q: 3 clusters Score -427026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -427028.062500 Penalty: 2902.324463
	Iteration 66Q: 3 clusters Score -427028.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -427028.125000 Penalty: 2902.324463
	Iteration 67Q: 3 clusters Score -427028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -427028.937500 Penalty: 2902.324463
	Iteration 68Q: 3 clusters Score -427028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -427029.000000 Penalty: 2902.324463
	Iteration 69Q: 3 clusters Score -427029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -427029.437500 Penalty: 2902.324463
	Iteration 70Q: 3 clusters Score -427029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -427030.656250 Penalty: 2902.324463
	Iteration 71Q: 3 clusters Score -427030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -427029.562500 Penalty: 2902.324463
	Iteration 72Q: 3 clusters Score -427029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -427030.562500 Penalty: 2902.324463
	Iteration 73Q: 3 clusters Score -427030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -427030.531250 Penalty: 2902.324463
	Iteration 74Q: 3 clusters Score -427030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -427030.656250 Penalty: 2902.324463
	Iteration 75Q: 3 clusters Score -427030.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -427031.125000 Penalty: 2902.324463
	Iteration 76Q: 3 clusters Score -427031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -427031.562500 Penalty: 2902.324463
	Iteration 77Q: 3 clusters Score -427031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -427031.875000 Penalty: 2902.324463
	Iteration 78Q: 3 clusters Score -427031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -427031.781250 Penalty: 2902.324463
	Iteration 79Q: 3 clusters Score -427031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -427031.781250 Penalty: 2902.324463
	Iteration 80F: 3 clusters Score -427031.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -125882.953125 Penalty: 1254.863159
	Iteration 0F: 2 clusters Score -125883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -123625.187500 Penalty: 2509.726318
	Iteration 0F: 3 clusters Score -123625.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -124145.632812 Penalty: 2509.726318
	Iteration 1F: 3 clusters Score -124145.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -124305.945312 Penalty: 2509.726318
	Iteration 2F: 3 clusters Score -124305.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -124436.437500 Penalty: 2509.726318
	Iteration 3F: 3 clusters Score -124436.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -124575.203125 Penalty: 2509.726318
	Iteration 4F: 3 clusters Score -124575.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -124732.296875 Penalty: 2509.726318
	Iteration 5F: 3 clusters Score -124732.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -124890.414062 Penalty: 2509.726318
	Iteration 6F: 3 clusters Score -124890.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -125016.367188 Penalty: 2509.726318
	Iteration 7Q: 3 clusters Score -125016.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -125129.226562 Penalty: 2509.726318
	Iteration 8Q: 3 clusters Score -125129.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -125199.890625 Penalty: 2509.726318
	Iteration 9Q: 3 clusters Score -125199.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -125247.023438 Penalty: 2509.726318
	Iteration 10Q: 3 clusters Score -125247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125283.460938 Penalty: 2509.726318
	Iteration 11Q: 3 clusters Score -125283.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125299.375000 Penalty: 2509.726318
	Iteration 12Q: 3 clusters Score -125299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125307.617188 Penalty: 2509.726318
	Iteration 13Q: 3 clusters Score -125307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125311.109375 Penalty: 2509.726318
	Iteration 14Q: 3 clusters Score -125311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -125313.117188 Penalty: 2509.726318
	Iteration 15Q: 3 clusters Score -125313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125313.921875 Penalty: 2509.726318
	Iteration 16Q: 3 clusters Score -125313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -125314.945312 Penalty: 2509.726318
	Iteration 17Q: 3 clusters Score -125314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125317.695312 Penalty: 2509.726318
	Iteration 18Q: 3 clusters Score -125317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125318.265625 Penalty: 2509.726318
	Iteration 19Q: 3 clusters Score -125318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125318.648438 Penalty: 2509.726318
	Iteration 20F: 3 clusters Score -125318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -20957.171875 Penalty: 995.616272
	Iteration 0F: 2 clusters Score -20957.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19946.298828 Penalty: 1991.232544
	Iteration 0F: 3 clusters Score -19946.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20206.480469 Penalty: 1991.232544
	Iteration 1F: 3 clusters Score -20206.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20300.847656 Penalty: 1991.232544
	Iteration 2F: 3 clusters Score -20300.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20363.726562 Penalty: 1991.232544
	Iteration 3Q: 3 clusters Score -20363.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20420.105469 Penalty: 1991.232544
	Iteration 4Q: 3 clusters Score -20420.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20451.031250 Penalty: 1991.232544
	Iteration 5Q: 3 clusters Score -20451.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20482.576172 Penalty: 1991.232544
	Iteration 6Q: 3 clusters Score -20482.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20516.703125 Penalty: 1991.232544
	Iteration 7Q: 3 clusters Score -20516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20540.748047 Penalty: 1991.232544
	Iteration 8Q: 3 clusters Score -20540.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20563.019531 Penalty: 1991.232544
	Iteration 9Q: 3 clusters Score -20563.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20581.695312 Penalty: 1991.232544
	Iteration 10Q: 3 clusters Score -20581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20583.509766 Penalty: 1991.232544
	Iteration 11Q: 3 clusters Score -20583.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20586.050781 Penalty: 1991.232544
	Iteration 12Q: 3 clusters Score -20586.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20586.050781 Penalty: 1991.232544
	Iteration 13F: 3 clusters Score -20586.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -283521.000000 Penalty: 1409.334717
	Iteration 0F: 2 clusters Score -283521 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 2935 members 
Entering Unmasked Estep 
Score: -278999.062500 Penalty: 2818.669434
	Iteration 0F: 3 clusters Score -278999.1 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -280483.781250 Penalty: 2818.669434
	Iteration 1F: 3 clusters Score -280483.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -280800.843750 Penalty: 2818.669434
	Iteration 2F: 3 clusters Score -280800.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -281037.062500 Penalty: 2818.669434
	Iteration 3F: 3 clusters Score -281037.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -281225.250000 Penalty: 2818.669434
	Iteration 4F: 3 clusters Score -281225.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -281396.000000 Penalty: 2818.669434
	Iteration 5Q: 3 clusters Score -281396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -281552.343750 Penalty: 2818.669434
	Iteration 6Q: 3 clusters Score -281552.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -281685.343750 Penalty: 2818.669434
	Iteration 7Q: 3 clusters Score -281685.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -281803.968750 Penalty: 2818.669434
	Iteration 8Q: 3 clusters Score -281804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -281895.906250 Penalty: 2818.669434
	Iteration 9Q: 3 clusters Score -281895.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -281963.531250 Penalty: 2818.669434
	Iteration 10Q: 3 clusters Score -281963.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -282009.468750 Penalty: 2818.669434
	Iteration 11Q: 3 clusters Score -282009.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -282048.031250 Penalty: 2818.669434
	Iteration 12Q: 3 clusters Score -282048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -282085.218750 Penalty: 2818.669434
	Iteration 13Q: 3 clusters Score -282085.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -282113.375000 Penalty: 2818.669434
	Iteration 14Q: 3 clusters Score -282113.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -282136.875000 Penalty: 2818.669434
	Iteration 15Q: 3 clusters Score -282136.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -282153.406250 Penalty: 2818.669434
	Iteration 16Q: 3 clusters Score -282153.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -282170.468750 Penalty: 2818.669434
	Iteration 17Q: 3 clusters Score -282170.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -282182.031250 Penalty: 2818.669434
	Iteration 18Q: 3 clusters Score -282182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -282194.031250 Penalty: 2818.669434
	Iteration 19Q: 3 clusters Score -282194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -282206.656250 Penalty: 2818.669434
	Iteration 20F: 3 clusters Score -282206.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -282215.062500 Penalty: 2818.669434
	Iteration 21Q: 3 clusters Score -282215.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -282225.156250 Penalty: 2818.669434
	Iteration 22Q: 3 clusters Score -282225.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -282235.500000 Penalty: 2818.669434
	Iteration 23Q: 3 clusters Score -282235.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -282244.937500 Penalty: 2818.669434
	Iteration 24Q: 3 clusters Score -282244.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -282255.718750 Penalty: 2818.669434
	Iteration 25Q: 3 clusters Score -282255.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -282262.968750 Penalty: 2818.669434
	Iteration 26Q: 3 clusters Score -282263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -282271.562500 Penalty: 2818.669434
	Iteration 27Q: 3 clusters Score -282271.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -282277.156250 Penalty: 2818.669434
	Iteration 28Q: 3 clusters Score -282277.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -282280.906250 Penalty: 2818.669434
	Iteration 29Q: 3 clusters Score -282280.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -282284.531250 Penalty: 2818.669434
	Iteration 30Q: 3 clusters Score -282284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -282287.468750 Penalty: 2818.669434
	Iteration 31Q: 3 clusters Score -282287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -282288.875000 Penalty: 2818.669434
	Iteration 32Q: 3 clusters Score -282288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -282289.281250 Penalty: 2818.669434
	Iteration 33Q: 3 clusters Score -282289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -282291.218750 Penalty: 2818.669434
	Iteration 34Q: 3 clusters Score -282291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -282292.281250 Penalty: 2818.669434
	Iteration 35Q: 3 clusters Score -282292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -282293.250000 Penalty: 2818.669434
	Iteration 36Q: 3 clusters Score -282293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -282294.156250 Penalty: 2818.669434
	Iteration 37Q: 3 clusters Score -282294.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -282295.062500 Penalty: 2818.669434
	Iteration 38Q: 3 clusters Score -282295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -282295.718750 Penalty: 2818.669434
	Iteration 39Q: 3 clusters Score -282295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -282296.906250 Penalty: 2818.669434
	Iteration 40F: 3 clusters Score -282296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -282297.875000 Penalty: 2818.669434
	Iteration 41Q: 3 clusters Score -282297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -282298.937500 Penalty: 2818.669434
	Iteration 42Q: 3 clusters Score -282298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -282302.250000 Penalty: 2818.669434
	Iteration 43Q: 3 clusters Score -282302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -282303.187500 Penalty: 2818.669434
	Iteration 44Q: 3 clusters Score -282303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -282304.093750 Penalty: 2818.669434
	Iteration 45Q: 3 clusters Score -282304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -282304.187500 Penalty: 2818.669434
	Iteration 46Q: 3 clusters Score -282304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -282304.187500 Penalty: 2818.669434
	Iteration 47F: 3 clusters Score -282304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -301471.468750 Penalty: 1384.530640
	Iteration 0F: 2 clusters Score -301471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -297483.625000 Penalty: 2769.061279
	Iteration 0F: 3 clusters Score -297483.6 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -298584.687500 Penalty: 2769.061279
	Iteration 1F: 3 clusters Score -298584.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -298773.687500 Penalty: 2769.061279
	Iteration 2F: 3 clusters Score -298773.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -298888.125000 Penalty: 2769.061279
	Iteration 3F: 3 clusters Score -298888.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -298969.187500 Penalty: 2769.061279
	Iteration 4Q: 3 clusters Score -298969.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -299031.062500 Penalty: 2769.061279
	Iteration 5Q: 3 clusters Score -299031.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -299074.968750 Penalty: 2769.061279
	Iteration 6Q: 3 clusters Score -299075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -299114.250000 Penalty: 2769.061279
	Iteration 7Q: 3 clusters Score -299114.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -299142.187500 Penalty: 2769.061279
	Iteration 8Q: 3 clusters Score -299142.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -299172.906250 Penalty: 2769.061279
	Iteration 9Q: 3 clusters Score -299172.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -299202.062500 Penalty: 2769.061279
	Iteration 10Q: 3 clusters Score -299202.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -299233.187500 Penalty: 2769.061279
	Iteration 11Q: 3 clusters Score -299233.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -299264.656250 Penalty: 2769.061279
	Iteration 12Q: 3 clusters Score -299264.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -299302.343750 Penalty: 2769.061279
	Iteration 13Q: 3 clusters Score -299302.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -299332.593750 Penalty: 2769.061279
	Iteration 14Q: 3 clusters Score -299332.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -299362.312500 Penalty: 2769.061279
	Iteration 15Q: 3 clusters Score -299362.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -299394.218750 Penalty: 2769.061279
	Iteration 16Q: 3 clusters Score -299394.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -299424.687500 Penalty: 2769.061279
	Iteration 17Q: 3 clusters Score -299424.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -299451.343750 Penalty: 2769.061279
	Iteration 18Q: 3 clusters Score -299451.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -299477.812500 Penalty: 2769.061279
	Iteration 19Q: 3 clusters Score -299477.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -299508.062500 Penalty: 2769.061279
	Iteration 20F: 3 clusters Score -299508.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -299546.125000 Penalty: 2769.061279
	Iteration 21Q: 3 clusters Score -299546.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -299588.031250 Penalty: 2769.061279
	Iteration 22Q: 3 clusters Score -299588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -299625.812500 Penalty: 2769.061279
	Iteration 23Q: 3 clusters Score -299625.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -299668.218750 Penalty: 2769.061279
	Iteration 24Q: 3 clusters Score -299668.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -299716.468750 Penalty: 2769.061279
	Iteration 25Q: 3 clusters Score -299716.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299759.000000 Penalty: 2769.061279
	Iteration 26Q: 3 clusters Score -299759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299794.437500 Penalty: 2769.061279
	Iteration 27Q: 3 clusters Score -299794.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -299829.093750 Penalty: 2769.061279
	Iteration 28Q: 3 clusters Score -299829.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299853.625000 Penalty: 2769.061279
	Iteration 29Q: 3 clusters Score -299853.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -299883.437500 Penalty: 2769.061279
	Iteration 30Q: 3 clusters Score -299883.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -299909.812500 Penalty: 2769.061279
	Iteration 31Q: 3 clusters Score -299909.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -299934.343750 Penalty: 2769.061279
	Iteration 32Q: 3 clusters Score -299934.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -299959.031250 Penalty: 2769.061279
	Iteration 33Q: 3 clusters Score -299959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -299985.562500 Penalty: 2769.061279
	Iteration 34Q: 3 clusters Score -299985.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -300003.250000 Penalty: 2769.061279
	Iteration 35Q: 3 clusters Score -300003.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -300021.031250 Penalty: 2769.061279
	Iteration 36Q: 3 clusters Score -300021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -300035.281250 Penalty: 2769.061279
	Iteration 37Q: 3 clusters Score -300035.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -300044.312500 Penalty: 2769.061279
	Iteration 38Q: 3 clusters Score -300044.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -300054.687500 Penalty: 2769.061279
	Iteration 39Q: 3 clusters Score -300054.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -300067.750000 Penalty: 2769.061279
	Iteration 40F: 3 clusters Score -300067.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -300083.343750 Penalty: 2769.061279
	Iteration 41Q: 3 clusters Score -300083.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -300097.406250 Penalty: 2769.061279
	Iteration 42Q: 3 clusters Score -300097.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -300108.000000 Penalty: 2769.061279
	Iteration 43Q: 3 clusters Score -300108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -300115.750000 Penalty: 2769.061279
	Iteration 44Q: 3 clusters Score -300115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -300121.687500 Penalty: 2769.061279
	Iteration 45Q: 3 clusters Score -300121.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -300125.750000 Penalty: 2769.061279
	Iteration 46Q: 3 clusters Score -300125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -300130.625000 Penalty: 2769.061279
	Iteration 47Q: 3 clusters Score -300130.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -300136.906250 Penalty: 2769.061279
	Iteration 48Q: 3 clusters Score -300136.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -300142.781250 Penalty: 2769.061279
	Iteration 49Q: 3 clusters Score -300142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -300146.906250 Penalty: 2769.061279
	Iteration 50Q: 3 clusters Score -300146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -300149.218750 Penalty: 2769.061279
	Iteration 51Q: 3 clusters Score -300149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -300151.687500 Penalty: 2769.061279
	Iteration 52Q: 3 clusters Score -300151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -300156.500000 Penalty: 2769.061279
	Iteration 53Q: 3 clusters Score -300156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -300158.343750 Penalty: 2769.061279
	Iteration 54Q: 3 clusters Score -300158.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -300160.093750 Penalty: 2769.061279
	Iteration 55Q: 3 clusters Score -300160.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -300163.500000 Penalty: 2769.061279
	Iteration 56Q: 3 clusters Score -300163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -300173.125000 Penalty: 2769.061279
	Iteration 57Q: 3 clusters Score -300173.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -300182.375000 Penalty: 2769.061279
	Iteration 58Q: 3 clusters Score -300182.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -300189.562500 Penalty: 2769.061279
	Iteration 59Q: 3 clusters Score -300189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -300194.062500 Penalty: 2769.061279
	Iteration 60F: 3 clusters Score -300194.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -300201.312500 Penalty: 2769.061279
	Iteration 61Q: 3 clusters Score -300201.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -300206.312500 Penalty: 2769.061279
	Iteration 62Q: 3 clusters Score -300206.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -300208.062500 Penalty: 2769.061279
	Iteration 63Q: 3 clusters Score -300208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -300210.187500 Penalty: 2769.061279
	Iteration 64Q: 3 clusters Score -300210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -300212.687500 Penalty: 2769.061279
	Iteration 65Q: 3 clusters Score -300212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -300214.218750 Penalty: 2769.061279
	Iteration 66Q: 3 clusters Score -300214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -300215.968750 Penalty: 2769.061279
	Iteration 67Q: 3 clusters Score -300216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -300217.375000 Penalty: 2769.061279
	Iteration 68Q: 3 clusters Score -300217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -300219.875000 Penalty: 2769.061279
	Iteration 69Q: 3 clusters Score -300219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -300221.437500 Penalty: 2769.061279
	Iteration 70Q: 3 clusters Score -300221.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -300222.750000 Penalty: 2769.061279
	Iteration 71Q: 3 clusters Score -300222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -300226.656250 Penalty: 2769.061279
	Iteration 72Q: 3 clusters Score -300226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -300227.750000 Penalty: 2769.061279
	Iteration 73Q: 3 clusters Score -300227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -300228.343750 Penalty: 2769.061279
	Iteration 74Q: 3 clusters Score -300228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -300230.187500 Penalty: 2769.061279
	Iteration 75Q: 3 clusters Score -300230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -300231.937500 Penalty: 2769.061279
	Iteration 76Q: 3 clusters Score -300231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -300233.875000 Penalty: 2769.061279
	Iteration 77Q: 3 clusters Score -300233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -300237.562500 Penalty: 2769.061279
	Iteration 78Q: 3 clusters Score -300237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -300239.656250 Penalty: 2769.061279
	Iteration 79Q: 3 clusters Score -300239.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -300244.750000 Penalty: 2769.061279
	Iteration 80F: 3 clusters Score -300244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -300250.218750 Penalty: 2769.061279
	Iteration 81Q: 3 clusters Score -300250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -300254.468750 Penalty: 2769.061279
	Iteration 82Q: 3 clusters Score -300254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -300257.843750 Penalty: 2769.061279
	Iteration 83Q: 3 clusters Score -300257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -300260.062500 Penalty: 2769.061279
	Iteration 84Q: 3 clusters Score -300260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -300261.343750 Penalty: 2769.061279
	Iteration 85Q: 3 clusters Score -300261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -300263.812500 Penalty: 2769.061279
	Iteration 86Q: 3 clusters Score -300263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -300264.656250 Penalty: 2769.061279
	Iteration 87Q: 3 clusters Score -300264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -300265.843750 Penalty: 2769.061279
	Iteration 88Q: 3 clusters Score -300265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -300266.625000 Penalty: 2769.061279
	Iteration 89Q: 3 clusters Score -300266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -300267.187500 Penalty: 2769.061279
	Iteration 90Q: 3 clusters Score -300267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -300268.125000 Penalty: 2769.061279
	Iteration 91Q: 3 clusters Score -300268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -300269.781250 Penalty: 2769.061279
	Iteration 92Q: 3 clusters Score -300269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -300269.906250 Penalty: 2769.061279
	Iteration 93Q: 3 clusters Score -300269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -300269.218750 Penalty: 2769.061279
	Iteration 94Q: 3 clusters Score -300269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -300269.218750 Penalty: 2769.061279
	Iteration 95F: 3 clusters Score -300269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Entering Unmasked Estep 
Score: -703519.187500 Penalty: 1526.361694
	Iteration 0F: 2 clusters Score -703519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -695140.937500 Penalty: 3052.723389
	Iteration 0F: 3 clusters Score -695140.9 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -698086.562500 Penalty: 3052.723389
	Iteration 1F: 3 clusters Score -698086.6 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -698579.125000 Penalty: 3052.723389
	Iteration 2F: 3 clusters Score -698579.1 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -699099.937500 Penalty: 3052.723389
	Iteration 3F: 3 clusters Score -699099.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -699611.437500 Penalty: 3052.723389
	Iteration 4F: 3 clusters Score -699611.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -700083.375000 Penalty: 3052.723389
	Iteration 5F: 3 clusters Score -700083.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -700491.500000 Penalty: 3052.723389
	Iteration 6F: 3 clusters Score -700491.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -700908.562500 Penalty: 3052.723389
	Iteration 7Q: 3 clusters Score -700908.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -701321.125000 Penalty: 3052.723389
	Iteration 8Q: 3 clusters Score -701321.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -701764.812500 Penalty: 3052.723389
	Iteration 9Q: 3 clusters Score -701764.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -702179.812500 Penalty: 3052.723389
	Iteration 10Q: 3 clusters Score -702179.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -702523.937500 Penalty: 3052.723389
	Iteration 11Q: 3 clusters Score -702523.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -702725.750000 Penalty: 3052.723389
	Iteration 12Q: 3 clusters Score -702725.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -702830.500000 Penalty: 3052.723389
	Iteration 13Q: 3 clusters Score -702830.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -702895.937500 Penalty: 3052.723389
	Iteration 14Q: 3 clusters Score -702895.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -702931.375000 Penalty: 3052.723389
	Iteration 15Q: 3 clusters Score -702931.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -702954.500000 Penalty: 3052.723389
	Iteration 16Q: 3 clusters Score -702954.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -702966.187500 Penalty: 3052.723389
	Iteration 17Q: 3 clusters Score -702966.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -702978.375000 Penalty: 3052.723389
	Iteration 18Q: 3 clusters Score -702978.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -702984.875000 Penalty: 3052.723389
	Iteration 19Q: 3 clusters Score -702984.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -702999.000000 Penalty: 3052.723389
	Iteration 20F: 3 clusters Score -702999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -703012.500000 Penalty: 3052.723389
	Iteration 21Q: 3 clusters Score -703012.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -703020.375000 Penalty: 3052.723389
	Iteration 22Q: 3 clusters Score -703020.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -703025.187500 Penalty: 3052.723389
	Iteration 23Q: 3 clusters Score -703025.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -703032.812500 Penalty: 3052.723389
	Iteration 24Q: 3 clusters Score -703032.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -703037.312500 Penalty: 3052.723389
	Iteration 25Q: 3 clusters Score -703037.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -703038.375000 Penalty: 3052.723389
	Iteration 26Q: 3 clusters Score -703038.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -703040.625000 Penalty: 3052.723389
	Iteration 27Q: 3 clusters Score -703040.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -703043.687500 Penalty: 3052.723389
	Iteration 28Q: 3 clusters Score -703043.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -703045.937500 Penalty: 3052.723389
	Iteration 29Q: 3 clusters Score -703045.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -703047.187500 Penalty: 3052.723389
	Iteration 30Q: 3 clusters Score -703047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -703052.000000 Penalty: 3052.723389
	Iteration 31Q: 3 clusters Score -703052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -703052.562500 Penalty: 3052.723389
	Iteration 32Q: 3 clusters Score -703052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -703054.437500 Penalty: 3052.723389
	Iteration 33Q: 3 clusters Score -703054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -703054.562500 Penalty: 3052.723389
	Iteration 34Q: 3 clusters Score -703054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -703055.437500 Penalty: 3052.723389
	Iteration 35Q: 3 clusters Score -703055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -703058.375000 Penalty: 3052.723389
	Iteration 36Q: 3 clusters Score -703058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -703061.937500 Penalty: 3052.723389
	Iteration 37Q: 3 clusters Score -703061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -703064.312500 Penalty: 3052.723389
	Iteration 38Q: 3 clusters Score -703064.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -703064.687500 Penalty: 3052.723389
	Iteration 39Q: 3 clusters Score -703064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -703064.375000 Penalty: 3052.723389
	Iteration 40F: 3 clusters Score -703064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -703062.750000 Penalty: 3052.723389
	Iteration 41Q: 3 clusters Score -703062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -703066.000000 Penalty: 3052.723389
	Iteration 42Q: 3 clusters Score -703066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -703065.562500 Penalty: 3052.723389
	Iteration 43Q: 3 clusters Score -703065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -703065.187500 Penalty: 3052.723389
	Iteration 44Q: 3 clusters Score -703065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -703064.875000 Penalty: 3052.723389
	Iteration 45Q: 3 clusters Score -703064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -703066.437500 Penalty: 3052.723389
	Iteration 46Q: 3 clusters Score -703066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -703065.187500 Penalty: 3052.723389
	Iteration 47Q: 3 clusters Score -703065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -703065.562500 Penalty: 3052.723389
	Iteration 48Q: 3 clusters Score -703065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -703065.812500 Penalty: 3052.723389
	Iteration 49Q: 3 clusters Score -703065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -703067.000000 Penalty: 3052.723389
	Iteration 50Q: 3 clusters Score -703067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -703066.625000 Penalty: 3052.723389
	Iteration 51Q: 3 clusters Score -703066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -703066.625000 Penalty: 3052.723389
	Iteration 52F: 3 clusters Score -703066.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Entering Unmasked Estep 
Score: -676274.437500 Penalty: 1516.166382
	Iteration 0F: 2 clusters Score -676274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -668357.812500 Penalty: 3032.332764
	Iteration 0F: 3 clusters Score -668357.8 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -670976.750000 Penalty: 3032.332764
	Iteration 1F: 3 clusters Score -670976.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -671295.375000 Penalty: 3032.332764
	Iteration 2F: 3 clusters Score -671295.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -671556.062500 Penalty: 3032.332764
	Iteration 3F: 3 clusters Score -671556.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -671799.312500 Penalty: 3032.332764
	Iteration 4Q: 3 clusters Score -671799.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -672071.375000 Penalty: 3032.332764
	Iteration 5Q: 3 clusters Score -672071.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -672366.812500 Penalty: 3032.332764
	Iteration 6Q: 3 clusters Score -672366.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -672663.500000 Penalty: 3032.332764
	Iteration 7Q: 3 clusters Score -672663.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -672901.437500 Penalty: 3032.332764
	Iteration 8Q: 3 clusters Score -672901.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -673078.562500 Penalty: 3032.332764
	Iteration 9Q: 3 clusters Score -673078.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -673211.187500 Penalty: 3032.332764
	Iteration 10Q: 3 clusters Score -673211.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -673311.250000 Penalty: 3032.332764
	Iteration 11Q: 3 clusters Score -673311.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -673386.625000 Penalty: 3032.332764
	Iteration 12Q: 3 clusters Score -673386.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -673444.625000 Penalty: 3032.332764
	Iteration 13Q: 3 clusters Score -673444.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -673503.250000 Penalty: 3032.332764
	Iteration 14Q: 3 clusters Score -673503.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -673551.937500 Penalty: 3032.332764
	Iteration 15Q: 3 clusters Score -673551.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -673599.937500 Penalty: 3032.332764
	Iteration 16Q: 3 clusters Score -673599.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -673648.937500 Penalty: 3032.332764
	Iteration 17Q: 3 clusters Score -673648.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -673695.125000 Penalty: 3032.332764
	Iteration 18Q: 3 clusters Score -673695.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -673735.375000 Penalty: 3032.332764
	Iteration 19Q: 3 clusters Score -673735.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -673755.687500 Penalty: 3032.332764
	Iteration 20F: 3 clusters Score -673755.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -673766.437500 Penalty: 3032.332764
	Iteration 21Q: 3 clusters Score -673766.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -673785.375000 Penalty: 3032.332764
	Iteration 22Q: 3 clusters Score -673785.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -673821.312500 Penalty: 3032.332764
	Iteration 23Q: 3 clusters Score -673821.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -673860.750000 Penalty: 3032.332764
	Iteration 24Q: 3 clusters Score -673860.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -673891.062500 Penalty: 3032.332764
	Iteration 25Q: 3 clusters Score -673891.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -673922.750000 Penalty: 3032.332764
	Iteration 26Q: 3 clusters Score -673922.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -673958.375000 Penalty: 3032.332764
	Iteration 27Q: 3 clusters Score -673958.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -673982.062500 Penalty: 3032.332764
	Iteration 28Q: 3 clusters Score -673982.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -674014.625000 Penalty: 3032.332764
	Iteration 29Q: 3 clusters Score -674014.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -674042.812500 Penalty: 3032.332764
	Iteration 30Q: 3 clusters Score -674042.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -674068.812500 Penalty: 3032.332764
	Iteration 31Q: 3 clusters Score -674068.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -674103.062500 Penalty: 3032.332764
	Iteration 32Q: 3 clusters Score -674103.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -674150.937500 Penalty: 3032.332764
	Iteration 33Q: 3 clusters Score -674150.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -674190.812500 Penalty: 3032.332764
	Iteration 34Q: 3 clusters Score -674190.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -674243.125000 Penalty: 3032.332764
	Iteration 35Q: 3 clusters Score -674243.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -674294.250000 Penalty: 3032.332764
	Iteration 36Q: 3 clusters Score -674294.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -674348.125000 Penalty: 3032.332764
	Iteration 37Q: 3 clusters Score -674348.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -674394.250000 Penalty: 3032.332764
	Iteration 38Q: 3 clusters Score -674394.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -674437.250000 Penalty: 3032.332764
	Iteration 39Q: 3 clusters Score -674437.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -674480.000000 Penalty: 3032.332764
	Iteration 40F: 3 clusters Score -674480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -674514.187500 Penalty: 3032.332764
	Iteration 41Q: 3 clusters Score -674514.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -674547.062500 Penalty: 3032.332764
	Iteration 42Q: 3 clusters Score -674547.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -674576.312500 Penalty: 3032.332764
	Iteration 43Q: 3 clusters Score -674576.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -674605.562500 Penalty: 3032.332764
	Iteration 44Q: 3 clusters Score -674605.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -674638.062500 Penalty: 3032.332764
	Iteration 45Q: 3 clusters Score -674638.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -674668.375000 Penalty: 3032.332764
	Iteration 46Q: 3 clusters Score -674668.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -674693.937500 Penalty: 3032.332764
	Iteration 47Q: 3 clusters Score -674693.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -674712.437500 Penalty: 3032.332764
	Iteration 48Q: 3 clusters Score -674712.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -674728.062500 Penalty: 3032.332764
	Iteration 49Q: 3 clusters Score -674728.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -674740.625000 Penalty: 3032.332764
	Iteration 50Q: 3 clusters Score -674740.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -674755.125000 Penalty: 3032.332764
	Iteration 51Q: 3 clusters Score -674755.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -674766.687500 Penalty: 3032.332764
	Iteration 52Q: 3 clusters Score -674766.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -674778.750000 Penalty: 3032.332764
	Iteration 53Q: 3 clusters Score -674778.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -674791.500000 Penalty: 3032.332764
	Iteration 54Q: 3 clusters Score -674791.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -674800.687500 Penalty: 3032.332764
	Iteration 55Q: 3 clusters Score -674800.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -674806.187500 Penalty: 3032.332764
	Iteration 56Q: 3 clusters Score -674806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -674810.750000 Penalty: 3032.332764
	Iteration 57Q: 3 clusters Score -674810.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -674815.875000 Penalty: 3032.332764
	Iteration 58Q: 3 clusters Score -674815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -674816.937500 Penalty: 3032.332764
	Iteration 59Q: 3 clusters Score -674816.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -674824.937500 Penalty: 3032.332764
	Iteration 60F: 3 clusters Score -674824.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -674827.125000 Penalty: 3032.332764
	Iteration 61Q: 3 clusters Score -674827.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -674830.125000 Penalty: 3032.332764
	Iteration 62Q: 3 clusters Score -674830.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -674833.625000 Penalty: 3032.332764
	Iteration 63Q: 3 clusters Score -674833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -674838.312500 Penalty: 3032.332764
	Iteration 64Q: 3 clusters Score -674838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -674838.687500 Penalty: 3032.332764
	Iteration 65Q: 3 clusters Score -674838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -674839.625000 Penalty: 3032.332764
	Iteration 66Q: 3 clusters Score -674839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -674842.062500 Penalty: 3032.332764
	Iteration 67Q: 3 clusters Score -674842.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -674843.750000 Penalty: 3032.332764
	Iteration 68Q: 3 clusters Score -674843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -674848.750000 Penalty: 3032.332764
	Iteration 69Q: 3 clusters Score -674848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -674850.437500 Penalty: 3032.332764
	Iteration 70Q: 3 clusters Score -674850.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -674855.250000 Penalty: 3032.332764
	Iteration 71Q: 3 clusters Score -674855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -674858.687500 Penalty: 3032.332764
	Iteration 72Q: 3 clusters Score -674858.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -674861.937500 Penalty: 3032.332764
	Iteration 73Q: 3 clusters Score -674861.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -674866.500000 Penalty: 3032.332764
	Iteration 74Q: 3 clusters Score -674866.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -674867.562500 Penalty: 3032.332764
	Iteration 75Q: 3 clusters Score -674867.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -674871.062500 Penalty: 3032.332764
	Iteration 76Q: 3 clusters Score -674871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -674872.187500 Penalty: 3032.332764
	Iteration 77Q: 3 clusters Score -674872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -674872.812500 Penalty: 3032.332764
	Iteration 78Q: 3 clusters Score -674872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -674872.625000 Penalty: 3032.332764
	Iteration 79Q: 3 clusters Score -674872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -674873.812500 Penalty: 3032.332764
	Iteration 80F: 3 clusters Score -674873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -674874.500000 Penalty: 3032.332764
	Iteration 81Q: 3 clusters Score -674874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -674875.125000 Penalty: 3032.332764
	Iteration 82Q: 3 clusters Score -674875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -674873.875000 Penalty: 3032.332764
	Iteration 83Q: 3 clusters Score -674873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -674875.625000 Penalty: 3032.332764
	Iteration 84Q: 3 clusters Score -674875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -674876.250000 Penalty: 3032.332764
	Iteration 85Q: 3 clusters Score -674876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -674876.625000 Penalty: 3032.332764
	Iteration 86Q: 3 clusters Score -674876.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -674875.687500 Penalty: 3032.332764
	Iteration 87Q: 3 clusters Score -674875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -674875.687500 Penalty: 3032.332764
	Iteration 88F: 3 clusters Score -674875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -160031.062500 Penalty: 1290.113281
	Iteration 0F: 2 clusters Score -160031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -157435.359375 Penalty: 2580.226562
	Iteration 0F: 3 clusters Score -157435.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -158020.937500 Penalty: 2580.226562
	Iteration 1F: 3 clusters Score -158020.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -158149.937500 Penalty: 2580.226562
	Iteration 2F: 3 clusters Score -158149.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -158220.812500 Penalty: 2580.226562
	Iteration 3Q: 3 clusters Score -158220.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -158265.812500 Penalty: 2580.226562
	Iteration 4Q: 3 clusters Score -158265.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -158299.734375 Penalty: 2580.226562
	Iteration 5Q: 3 clusters Score -158299.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -158324.062500 Penalty: 2580.226562
	Iteration 6Q: 3 clusters Score -158324.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -158342.734375 Penalty: 2580.226562
	Iteration 7Q: 3 clusters Score -158342.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -158358.968750 Penalty: 2580.226562
	Iteration 8Q: 3 clusters Score -158359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -158371.015625 Penalty: 2580.226562
	Iteration 9Q: 3 clusters Score -158371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -158382.734375 Penalty: 2580.226562
	Iteration 10Q: 3 clusters Score -158382.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -158389.921875 Penalty: 2580.226562
	Iteration 11Q: 3 clusters Score -158389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -158396.062500 Penalty: 2580.226562
	Iteration 12Q: 3 clusters Score -158396.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -158398.718750 Penalty: 2580.226562
	Iteration 13Q: 3 clusters Score -158398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -158400.453125 Penalty: 2580.226562
	Iteration 14Q: 3 clusters Score -158400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -158402.593750 Penalty: 2580.226562
	Iteration 15Q: 3 clusters Score -158402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -158404.468750 Penalty: 2580.226562
	Iteration 16Q: 3 clusters Score -158404.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -158408.218750 Penalty: 2580.226562
	Iteration 17Q: 3 clusters Score -158408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -158411.156250 Penalty: 2580.226562
	Iteration 18Q: 3 clusters Score -158411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158412.625000 Penalty: 2580.226562
	Iteration 19Q: 3 clusters Score -158412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158413.281250 Penalty: 2580.226562
	Iteration 20F: 3 clusters Score -158413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158413.750000 Penalty: 2580.226562
	Iteration 21Q: 3 clusters Score -158413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158414.625000 Penalty: 2580.226562
	Iteration 22Q: 3 clusters Score -158414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -158415.343750 Penalty: 2580.226562
	Iteration 23Q: 3 clusters Score -158415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -158416.187500 Penalty: 2580.226562
	Iteration 24Q: 3 clusters Score -158416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -158417.578125 Penalty: 2580.226562
	Iteration 25Q: 3 clusters Score -158417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -158417.765625 Penalty: 2580.226562
	Iteration 26Q: 3 clusters Score -158417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158418.281250 Penalty: 2580.226562
	Iteration 27Q: 3 clusters Score -158418.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158418.671875 Penalty: 2580.226562
	Iteration 28Q: 3 clusters Score -158418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -158418.671875 Penalty: 2580.226562
	Iteration 29F: 3 clusters Score -158418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -227890.343750 Penalty: 1379.662964
	Iteration 0F: 2 clusters Score -227890.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -224052.734375 Penalty: 2759.325928
	Iteration 0F: 3 clusters Score -224052.7 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -225175.000000 Penalty: 2759.325928
	Iteration 1F: 3 clusters Score -225175 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -225456.593750 Penalty: 2759.325928
	Iteration 2F: 3 clusters Score -225456.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -225677.218750 Penalty: 2759.325928
	Iteration 3F: 3 clusters Score -225677.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -225898.375000 Penalty: 2759.325928
	Iteration 4F: 3 clusters Score -225898.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -226134.093750 Penalty: 2759.325928
	Iteration 5F: 3 clusters Score -226134.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -226395.859375 Penalty: 2759.325928
	Iteration 6F: 3 clusters Score -226395.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -226660.109375 Penalty: 2759.325928
	Iteration 7Q: 3 clusters Score -226660.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -226916.906250 Penalty: 2759.325928
	Iteration 8Q: 3 clusters Score -226916.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -227169.890625 Penalty: 2759.325928
	Iteration 9Q: 3 clusters Score -227169.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -227429.687500 Penalty: 2759.325928
	Iteration 10Q: 3 clusters Score -227429.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -227637.468750 Penalty: 2759.325928
	Iteration 11Q: 3 clusters Score -227637.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -227737.250000 Penalty: 2759.325928
	Iteration 12Q: 3 clusters Score -227737.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -227820.281250 Penalty: 2759.325928
	Iteration 13Q: 3 clusters Score -227820.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -227867.687500 Penalty: 2759.325928
	Iteration 14Q: 3 clusters Score -227867.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -227891.343750 Penalty: 2759.325928
	Iteration 15Q: 3 clusters Score -227891.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -227913.343750 Penalty: 2759.325928
	Iteration 16Q: 3 clusters Score -227913.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -227927.234375 Penalty: 2759.325928
	Iteration 17Q: 3 clusters Score -227927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -227933.484375 Penalty: 2759.325928
	Iteration 18Q: 3 clusters Score -227933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -227938.078125 Penalty: 2759.325928
	Iteration 19Q: 3 clusters Score -227938.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -227947.328125 Penalty: 2759.325928
	Iteration 20F: 3 clusters Score -227947.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -227953.859375 Penalty: 2759.325928
	Iteration 21Q: 3 clusters Score -227953.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -227958.406250 Penalty: 2759.325928
	Iteration 22Q: 3 clusters Score -227958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -227960.828125 Penalty: 2759.325928
	Iteration 23Q: 3 clusters Score -227960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -227961.953125 Penalty: 2759.325928
	Iteration 24Q: 3 clusters Score -227962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -227963.140625 Penalty: 2759.325928
	Iteration 25Q: 3 clusters Score -227963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -227963.796875 Penalty: 2759.325928
	Iteration 26Q: 3 clusters Score -227963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -227964.468750 Penalty: 2759.325928
	Iteration 27Q: 3 clusters Score -227964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -227964.625000 Penalty: 2759.325928
	Iteration 28Q: 3 clusters Score -227964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -227965.421875 Penalty: 2759.325928
	Iteration 29Q: 3 clusters Score -227965.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -227965.562500 Penalty: 2759.325928
	Iteration 30Q: 3 clusters Score -227965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -227965.562500 Penalty: 2759.325928
	Iteration 31F: 3 clusters Score -227965.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 2442 members 
Entering Unmasked Estep 
Score: -12703414.000000 Penalty: 84375.257812
Splitting cluster 16 changes total score from -12703983.000000 to -12703414.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -19409.404297 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -19409.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18437.076172 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -18437.08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18548.138672 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -18548.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18588.146484 Penalty: 1919.242554
	Iteration 2Q: 3 clusters Score -18588.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -18608.529297 Penalty: 1919.242554
	Iteration 3Q: 3 clusters Score -18608.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18609.304688 Penalty: 1919.242554
	Iteration 4Q: 3 clusters Score -18609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18609.304688 Penalty: 1919.242554
	Iteration 5F: 3 clusters Score -18609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -355567.250000 Penalty: 1422.114624
	Iteration 0F: 2 clusters Score -355567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -350682.937500 Penalty: 2844.229248
	Iteration 0F: 3 clusters Score -350682.9 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -352107.031250 Penalty: 2844.229248
	Iteration 1F: 3 clusters Score -352107 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -352302.375000 Penalty: 2844.229248
	Iteration 2F: 3 clusters Score -352302.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -352452.718750 Penalty: 2844.229248
	Iteration 3F: 3 clusters Score -352452.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -352583.250000 Penalty: 2844.229248
	Iteration 4Q: 3 clusters Score -352583.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -352710.687500 Penalty: 2844.229248
	Iteration 5Q: 3 clusters Score -352710.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -352858.031250 Penalty: 2844.229248
	Iteration 6Q: 3 clusters Score -352858 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -353020.218750 Penalty: 2844.229248
	Iteration 7Q: 3 clusters Score -353020.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -353218.343750 Penalty: 2844.229248
	Iteration 8Q: 3 clusters Score -353218.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -353415.343750 Penalty: 2844.229248
	Iteration 9Q: 3 clusters Score -353415.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -353618.343750 Penalty: 2844.229248
	Iteration 10Q: 3 clusters Score -353618.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -353831.437500 Penalty: 2844.229248
	Iteration 11Q: 3 clusters Score -353831.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -353985.562500 Penalty: 2844.229248
	Iteration 12Q: 3 clusters Score -353985.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -354089.937500 Penalty: 2844.229248
	Iteration 13Q: 3 clusters Score -354089.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -354163.937500 Penalty: 2844.229248
	Iteration 14Q: 3 clusters Score -354163.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -354223.156250 Penalty: 2844.229248
	Iteration 15Q: 3 clusters Score -354223.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -354266.000000 Penalty: 2844.229248
	Iteration 16Q: 3 clusters Score -354266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -354298.718750 Penalty: 2844.229248
	Iteration 17Q: 3 clusters Score -354298.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -354319.406250 Penalty: 2844.229248
	Iteration 18Q: 3 clusters Score -354319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -354331.625000 Penalty: 2844.229248
	Iteration 19Q: 3 clusters Score -354331.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -354349.437500 Penalty: 2844.229248
	Iteration 20F: 3 clusters Score -354349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -354361.312500 Penalty: 2844.229248
	Iteration 21Q: 3 clusters Score -354361.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -354365.656250 Penalty: 2844.229248
	Iteration 22Q: 3 clusters Score -354365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -354365.687500 Penalty: 2844.229248
	Iteration 23Q: 3 clusters Score -354365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -354365.687500 Penalty: 2844.229248
	Iteration 24F: 3 clusters Score -354365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -764020.375000 Penalty: 1542.850708
	Iteration 0F: 2 clusters Score -764020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -754730.875000 Penalty: 3085.701416
	Iteration 0F: 3 clusters Score -754730.9 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -757866.562500 Penalty: 3085.701416
	Iteration 1F: 3 clusters Score -757866.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -758184.437500 Penalty: 3085.701416
	Iteration 2F: 3 clusters Score -758184.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -758528.937500 Penalty: 3085.701416
	Iteration 3F: 3 clusters Score -758528.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -758974.625000 Penalty: 3085.701416
	Iteration 4F: 3 clusters Score -758974.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -759611.375000 Penalty: 3085.701416
	Iteration 5F: 3 clusters Score -759611.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -760375.000000 Penalty: 3085.701416
	Iteration 6F: 3 clusters Score -760375 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -761157.125000 Penalty: 3085.701416
	Iteration 7F: 3 clusters Score -761157.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -761759.062500 Penalty: 3085.701416
	Iteration 8F: 3 clusters Score -761759.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -762116.812500 Penalty: 3085.701416
	Iteration 9Q: 3 clusters Score -762116.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -762358.500000 Penalty: 3085.701416
	Iteration 10Q: 3 clusters Score -762358.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -762497.687500 Penalty: 3085.701416
	Iteration 11Q: 3 clusters Score -762497.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -762577.812500 Penalty: 3085.701416
	Iteration 12Q: 3 clusters Score -762577.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -762623.750000 Penalty: 3085.701416
	Iteration 13Q: 3 clusters Score -762623.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -762648.937500 Penalty: 3085.701416
	Iteration 14Q: 3 clusters Score -762648.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -762669.187500 Penalty: 3085.701416
	Iteration 15Q: 3 clusters Score -762669.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -762683.187500 Penalty: 3085.701416
	Iteration 16Q: 3 clusters Score -762683.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -762692.250000 Penalty: 3085.701416
	Iteration 17Q: 3 clusters Score -762692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -762696.750000 Penalty: 3085.701416
	Iteration 18Q: 3 clusters Score -762696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -762699.312500 Penalty: 3085.701416
	Iteration 19Q: 3 clusters Score -762699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -762702.812500 Penalty: 3085.701416
	Iteration 20F: 3 clusters Score -762702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -762706.625000 Penalty: 3085.701416
	Iteration 21Q: 3 clusters Score -762706.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -762710.000000 Penalty: 3085.701416
	Iteration 22Q: 3 clusters Score -762710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -762714.000000 Penalty: 3085.701416
	Iteration 23Q: 3 clusters Score -762714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -762718.875000 Penalty: 3085.701416
	Iteration 24Q: 3 clusters Score -762718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -762722.312500 Penalty: 3085.701416
	Iteration 25Q: 3 clusters Score -762722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -762724.750000 Penalty: 3085.701416
	Iteration 26Q: 3 clusters Score -762724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -762722.687500 Penalty: 3085.701416
	Iteration 27Q: 3 clusters Score -762722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -762723.875000 Penalty: 3085.701416
	Iteration 28Q: 3 clusters Score -762723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -762726.562500 Penalty: 3085.701416
	Iteration 29Q: 3 clusters Score -762726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -762727.875000 Penalty: 3085.701416
	Iteration 30Q: 3 clusters Score -762727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -762727.312500 Penalty: 3085.701416
	Iteration 31Q: 3 clusters Score -762727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -762729.312500 Penalty: 3085.701416
	Iteration 32Q: 3 clusters Score -762729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -762731.750000 Penalty: 3085.701416
	Iteration 33Q: 3 clusters Score -762731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -762730.500000 Penalty: 3085.701416
	Iteration 34Q: 3 clusters Score -762730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -762733.625000 Penalty: 3085.701416
	Iteration 35Q: 3 clusters Score -762733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -762733.562500 Penalty: 3085.701416
	Iteration 36Q: 3 clusters Score -762733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -762734.562500 Penalty: 3085.701416
	Iteration 37Q: 3 clusters Score -762734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -762734.562500 Penalty: 3085.701416
	Iteration 38Q: 3 clusters Score -762734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -762735.562500 Penalty: 3085.701416
	Iteration 39Q: 3 clusters Score -762735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -762735.375000 Penalty: 3085.701416
	Iteration 40F: 3 clusters Score -762735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -762736.062500 Penalty: 3085.701416
	Iteration 41Q: 3 clusters Score -762736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -762736.062500 Penalty: 3085.701416
	Iteration 42F: 3 clusters Score -762736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -325381.875000 Penalty: 1401.177979
	Iteration 0F: 2 clusters Score -325381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -321038.656250 Penalty: 2802.355957
	Iteration 0F: 3 clusters Score -321038.7 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -322228.250000 Penalty: 2802.355957
	Iteration 1F: 3 clusters Score -322228.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -322420.156250 Penalty: 2802.355957
	Iteration 2F: 3 clusters Score -322420.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -322567.125000 Penalty: 2802.355957
	Iteration 3F: 3 clusters Score -322567.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -322687.625000 Penalty: 2802.355957
	Iteration 4Q: 3 clusters Score -322687.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -322794.187500 Penalty: 2802.355957
	Iteration 5Q: 3 clusters Score -322794.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -322895.750000 Penalty: 2802.355957
	Iteration 6Q: 3 clusters Score -322895.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -323019.343750 Penalty: 2802.355957
	Iteration 7Q: 3 clusters Score -323019.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -323151.843750 Penalty: 2802.355957
	Iteration 8Q: 3 clusters Score -323151.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -323288.875000 Penalty: 2802.355957
	Iteration 9Q: 3 clusters Score -323288.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -323433.750000 Penalty: 2802.355957
	Iteration 10Q: 3 clusters Score -323433.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -323590.968750 Penalty: 2802.355957
	Iteration 11Q: 3 clusters Score -323591 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -323713.156250 Penalty: 2802.355957
	Iteration 12Q: 3 clusters Score -323713.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -323819.937500 Penalty: 2802.355957
	Iteration 13Q: 3 clusters Score -323819.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -323900.031250 Penalty: 2802.355957
	Iteration 14Q: 3 clusters Score -323900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -323956.156250 Penalty: 2802.355957
	Iteration 15Q: 3 clusters Score -323956.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -324007.500000 Penalty: 2802.355957
	Iteration 16Q: 3 clusters Score -324007.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -324044.281250 Penalty: 2802.355957
	Iteration 17Q: 3 clusters Score -324044.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -324074.343750 Penalty: 2802.355957
	Iteration 18Q: 3 clusters Score -324074.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -324089.937500 Penalty: 2802.355957
	Iteration 19Q: 3 clusters Score -324089.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -324101.093750 Penalty: 2802.355957
	Iteration 20F: 3 clusters Score -324101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -324111.625000 Penalty: 2802.355957
	Iteration 21Q: 3 clusters Score -324111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -324115.531250 Penalty: 2802.355957
	Iteration 22Q: 3 clusters Score -324115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -324119.375000 Penalty: 2802.355957
	Iteration 23Q: 3 clusters Score -324119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -324122.062500 Penalty: 2802.355957
	Iteration 24Q: 3 clusters Score -324122.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -324122.250000 Penalty: 2802.355957
	Iteration 25Q: 3 clusters Score -324122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -324124.718750 Penalty: 2802.355957
	Iteration 26Q: 3 clusters Score -324124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -324127.250000 Penalty: 2802.355957
	Iteration 27Q: 3 clusters Score -324127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -324130.406250 Penalty: 2802.355957
	Iteration 28Q: 3 clusters Score -324130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -324133.031250 Penalty: 2802.355957
	Iteration 29Q: 3 clusters Score -324133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -324136.875000 Penalty: 2802.355957
	Iteration 30Q: 3 clusters Score -324136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -324137.968750 Penalty: 2802.355957
	Iteration 31Q: 3 clusters Score -324138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -324137.968750 Penalty: 2802.355957
	Iteration 32F: 3 clusters Score -324138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -67780.617188 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -67780.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -66145.148438 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -66145.15 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66575.093750 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -66575.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -66914.976562 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -66914.98 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -67333.031250 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -67333.03 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -67621.265625 Penalty: 2328.534180
	Iteration 4F: 3 clusters Score -67621.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67789.492188 Penalty: 2328.534180
	Iteration 5F: 3 clusters Score -67789.49 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67915.953125 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -67915.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68028.343750 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -68028.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68091.664062 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -68091.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68147.390625 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -68147.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68166.281250 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -68166.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68171.828125 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -68171.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68175.437500 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -68175.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68176.023438 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -68176.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68176.023438 Penalty: 2328.534180
	Iteration 14F: 3 clusters Score -68176.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 843 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 450 members 
Entering Unmasked Estep 
Score: -12703527.000000 Penalty: 84375.257812
Splitting cluster 21 changes total score from -12703983.000000 to -12703527.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Entering Unmasked Estep 
Score: -586904.812500 Penalty: 1495.571533
	Iteration 0F: 2 clusters Score -586904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -579765.750000 Penalty: 2991.143066
	Iteration 0F: 3 clusters Score -579765.8 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -582129.312500 Penalty: 2991.143066
	Iteration 1F: 3 clusters Score -582129.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -582446.437500 Penalty: 2991.143066
	Iteration 2F: 3 clusters Score -582446.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -582716.062500 Penalty: 2991.143066
	Iteration 3F: 3 clusters Score -582716.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -582932.937500 Penalty: 2991.143066
	Iteration 4Q: 3 clusters Score -582932.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -583138.875000 Penalty: 2991.143066
	Iteration 5Q: 3 clusters Score -583138.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -583346.875000 Penalty: 2991.143066
	Iteration 6Q: 3 clusters Score -583346.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -583572.812500 Penalty: 2991.143066
	Iteration 7Q: 3 clusters Score -583572.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -583835.937500 Penalty: 2991.143066
	Iteration 8Q: 3 clusters Score -583835.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -584144.187500 Penalty: 2991.143066
	Iteration 9Q: 3 clusters Score -584144.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -584407.250000 Penalty: 2991.143066
	Iteration 10Q: 3 clusters Score -584407.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -584644.875000 Penalty: 2991.143066
	Iteration 11Q: 3 clusters Score -584644.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -584908.375000 Penalty: 2991.143066
	Iteration 12Q: 3 clusters Score -584908.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -585163.125000 Penalty: 2991.143066
	Iteration 13Q: 3 clusters Score -585163.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -585386.187500 Penalty: 2991.143066
	Iteration 14Q: 3 clusters Score -585386.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -585595.250000 Penalty: 2991.143066
	Iteration 15Q: 3 clusters Score -585595.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -585791.437500 Penalty: 2991.143066
	Iteration 16Q: 3 clusters Score -585791.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -585948.875000 Penalty: 2991.143066
	Iteration 17Q: 3 clusters Score -585948.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -586091.625000 Penalty: 2991.143066
	Iteration 18Q: 3 clusters Score -586091.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -586218.125000 Penalty: 2991.143066
	Iteration 19Q: 3 clusters Score -586218.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -586315.750000 Penalty: 2991.143066
	Iteration 20F: 3 clusters Score -586315.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -586368.062500 Penalty: 2991.143066
	Iteration 21Q: 3 clusters Score -586368.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -586407.062500 Penalty: 2991.143066
	Iteration 22Q: 3 clusters Score -586407.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -586441.937500 Penalty: 2991.143066
	Iteration 23Q: 3 clusters Score -586441.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -586472.750000 Penalty: 2991.143066
	Iteration 24Q: 3 clusters Score -586472.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -586502.062500 Penalty: 2991.143066
	Iteration 25Q: 3 clusters Score -586502.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -586536.750000 Penalty: 2991.143066
	Iteration 26Q: 3 clusters Score -586536.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -586563.375000 Penalty: 2991.143066
	Iteration 27Q: 3 clusters Score -586563.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -586581.562500 Penalty: 2991.143066
	Iteration 28Q: 3 clusters Score -586581.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -586597.687500 Penalty: 2991.143066
	Iteration 29Q: 3 clusters Score -586597.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -586614.250000 Penalty: 2991.143066
	Iteration 30Q: 3 clusters Score -586614.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -586628.437500 Penalty: 2991.143066
	Iteration 31Q: 3 clusters Score -586628.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -586635.375000 Penalty: 2991.143066
	Iteration 32Q: 3 clusters Score -586635.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -586643.750000 Penalty: 2991.143066
	Iteration 33Q: 3 clusters Score -586643.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -586651.000000 Penalty: 2991.143066
	Iteration 34Q: 3 clusters Score -586651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -586660.937500 Penalty: 2991.143066
	Iteration 35Q: 3 clusters Score -586660.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -586667.875000 Penalty: 2991.143066
	Iteration 36Q: 3 clusters Score -586667.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -586674.437500 Penalty: 2991.143066
	Iteration 37Q: 3 clusters Score -586674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -586678.937500 Penalty: 2991.143066
	Iteration 38Q: 3 clusters Score -586678.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -586687.187500 Penalty: 2991.143066
	Iteration 39Q: 3 clusters Score -586687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -586691.437500 Penalty: 2991.143066
	Iteration 40F: 3 clusters Score -586691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -586695.500000 Penalty: 2991.143066
	Iteration 41Q: 3 clusters Score -586695.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -586700.125000 Penalty: 2991.143066
	Iteration 42Q: 3 clusters Score -586700.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -586704.000000 Penalty: 2991.143066
	Iteration 43Q: 3 clusters Score -586704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -586708.250000 Penalty: 2991.143066
	Iteration 44Q: 3 clusters Score -586708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -586710.687500 Penalty: 2991.143066
	Iteration 45Q: 3 clusters Score -586710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -586713.562500 Penalty: 2991.143066
	Iteration 46Q: 3 clusters Score -586713.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -586717.875000 Penalty: 2991.143066
	Iteration 47Q: 3 clusters Score -586717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -586717.500000 Penalty: 2991.143066
	Iteration 48Q: 3 clusters Score -586717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -586719.812500 Penalty: 2991.143066
	Iteration 49Q: 3 clusters Score -586719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -586720.562500 Penalty: 2991.143066
	Iteration 50Q: 3 clusters Score -586720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -586721.312500 Penalty: 2991.143066
	Iteration 51Q: 3 clusters Score -586721.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -586722.812500 Penalty: 2991.143066
	Iteration 52Q: 3 clusters Score -586722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -586722.312500 Penalty: 2991.143066
	Iteration 53Q: 3 clusters Score -586722.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -586724.187500 Penalty: 2991.143066
	Iteration 54Q: 3 clusters Score -586724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -586725.312500 Penalty: 2991.143066
	Iteration 55Q: 3 clusters Score -586725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -586725.812500 Penalty: 2991.143066
	Iteration 56Q: 3 clusters Score -586725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -586725.187500 Penalty: 2991.143066
	Iteration 57Q: 3 clusters Score -586725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -586724.812500 Penalty: 2991.143066
	Iteration 58Q: 3 clusters Score -586724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -586725.625000 Penalty: 2991.143066
	Iteration 59Q: 3 clusters Score -586725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -586726.000000 Penalty: 2991.143066
	Iteration 60F: 3 clusters Score -586726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -586725.750000 Penalty: 2991.143066
	Iteration 61Q: 3 clusters Score -586725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -586725.750000 Penalty: 2991.143066
	Iteration 62F: 3 clusters Score -586725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Entering Unmasked Estep 
Score: -1488195.750000 Penalty: 1645.447510
	Iteration 0F: 2 clusters Score -1488196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1471229.500000 Penalty: 3290.895020
	Iteration 0F: 3 clusters Score -1471230 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1477896.000000 Penalty: 3290.895020
	Iteration 1F: 3 clusters Score -1477896 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1478770.000000 Penalty: 3290.895020
	Iteration 2F: 3 clusters Score -1478770 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1479862.875000 Penalty: 3290.895020
	Iteration 3F: 3 clusters Score -1479863 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1481138.125000 Penalty: 3290.895020
	Iteration 4F: 3 clusters Score -1481138 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1482407.000000 Penalty: 3290.895020
	Iteration 5F: 3 clusters Score -1482407 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1483472.375000 Penalty: 3290.895020
	Iteration 6F: 3 clusters Score -1483472 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1484375.875000 Penalty: 3290.895020
	Iteration 7Q: 3 clusters Score -1484376 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1485039.625000 Penalty: 3290.895020
	Iteration 8Q: 3 clusters Score -1485040 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1485568.000000 Penalty: 3290.895020
	Iteration 9Q: 3 clusters Score -1485568 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1485983.500000 Penalty: 3290.895020
	Iteration 10Q: 3 clusters Score -1485984 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1486257.750000 Penalty: 3290.895020
	Iteration 11Q: 3 clusters Score -1486258 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1486405.000000 Penalty: 3290.895020
	Iteration 12Q: 3 clusters Score -1486405 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1486504.875000 Penalty: 3290.895020
	Iteration 13Q: 3 clusters Score -1486505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1486579.250000 Penalty: 3290.895020
	Iteration 14Q: 3 clusters Score -1486579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1486626.250000 Penalty: 3290.895020
	Iteration 15Q: 3 clusters Score -1486626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1486664.250000 Penalty: 3290.895020
	Iteration 16Q: 3 clusters Score -1486664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1486697.375000 Penalty: 3290.895020
	Iteration 17Q: 3 clusters Score -1486697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1486710.875000 Penalty: 3290.895020
	Iteration 18Q: 3 clusters Score -1486711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1486733.375000 Penalty: 3290.895020
	Iteration 19Q: 3 clusters Score -1486733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1486748.250000 Penalty: 3290.895020
	Iteration 20F: 3 clusters Score -1486748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1486758.500000 Penalty: 3290.895020
	Iteration 21Q: 3 clusters Score -1486758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1486771.375000 Penalty: 3290.895020
	Iteration 22Q: 3 clusters Score -1486771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1486780.375000 Penalty: 3290.895020
	Iteration 23Q: 3 clusters Score -1486780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1486786.875000 Penalty: 3290.895020
	Iteration 24Q: 3 clusters Score -1486787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1486789.125000 Penalty: 3290.895020
	Iteration 25Q: 3 clusters Score -1486789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1486793.000000 Penalty: 3290.895020
	Iteration 26Q: 3 clusters Score -1486793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1486793.875000 Penalty: 3290.895020
	Iteration 27Q: 3 clusters Score -1486794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1486798.750000 Penalty: 3290.895020
	Iteration 28Q: 3 clusters Score -1486799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1486804.500000 Penalty: 3290.895020
	Iteration 29Q: 3 clusters Score -1486804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1486806.125000 Penalty: 3290.895020
	Iteration 30Q: 3 clusters Score -1486806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1486809.750000 Penalty: 3290.895020
	Iteration 31Q: 3 clusters Score -1486810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1486813.375000 Penalty: 3290.895020
	Iteration 32Q: 3 clusters Score -1486813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1486815.000000 Penalty: 3290.895020
	Iteration 33Q: 3 clusters Score -1486815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1486815.625000 Penalty: 3290.895020
	Iteration 34Q: 3 clusters Score -1486816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1486816.875000 Penalty: 3290.895020
	Iteration 35Q: 3 clusters Score -1486817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1486815.625000 Penalty: 3290.895020
	Iteration 36Q: 3 clusters Score -1486816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1486819.125000 Penalty: 3290.895020
	Iteration 37Q: 3 clusters Score -1486819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1486819.500000 Penalty: 3290.895020
	Iteration 38Q: 3 clusters Score -1486820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1486820.125000 Penalty: 3290.895020
	Iteration 39Q: 3 clusters Score -1486820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1486820.000000 Penalty: 3290.895020
	Iteration 40F: 3 clusters Score -1486820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -134304.046875 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -134304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -132025.796875 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -132025.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -132565.578125 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -132565.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -132746.968750 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -132747 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -132873.140625 Penalty: 2520.345947
	Iteration 3F: 3 clusters Score -132873.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -132982.265625 Penalty: 2520.345947
	Iteration 4F: 3 clusters Score -132982.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -133084.250000 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -133084.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -133197.796875 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -133197.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -133321.359375 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -133321.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -133434.468750 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -133434.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -133540.468750 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -133540.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -133639.562500 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -133639.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -133701.968750 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -133702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -133738.250000 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -133738.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -133759.703125 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -133759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -133778.796875 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -133778.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -133798.671875 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -133798.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -133815.546875 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -133815.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -133824.781250 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -133824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -133831.109375 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -133831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -133843.562500 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -133843.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -133848.687500 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -133848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -133855.468750 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -133855.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -133866.765625 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -133866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -133876.812500 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -133876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -133882.000000 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -133882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -133882.812500 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -133882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -133882.812500 Penalty: 2520.345947
	Iteration 26F: 3 clusters Score -133882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -72346.726562 Penalty: 1159.419800
	Iteration 0F: 2 clusters Score -72346.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70716.687500 Penalty: 2318.839600
	Iteration 0F: 3 clusters Score -70716.69 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -71038.984375 Penalty: 2318.839600
	Iteration 1F: 3 clusters Score -71038.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -71147.421875 Penalty: 2318.839600
	Iteration 2F: 3 clusters Score -71147.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -71212.382812 Penalty: 2318.839600
	Iteration 3F: 3 clusters Score -71212.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71247.273438 Penalty: 2318.839600
	Iteration 4Q: 3 clusters Score -71247.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71266.101562 Penalty: 2318.839600
	Iteration 5Q: 3 clusters Score -71266.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71276.031250 Penalty: 2318.839600
	Iteration 6Q: 3 clusters Score -71276.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -71285.453125 Penalty: 2318.839600
	Iteration 7Q: 3 clusters Score -71285.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71291.265625 Penalty: 2318.839600
	Iteration 8Q: 3 clusters Score -71291.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71296.515625 Penalty: 2318.839600
	Iteration 9Q: 3 clusters Score -71296.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71300.554688 Penalty: 2318.839600
	Iteration 10Q: 3 clusters Score -71300.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71306.148438 Penalty: 2318.839600
	Iteration 11Q: 3 clusters Score -71306.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71311.859375 Penalty: 2318.839600
	Iteration 12Q: 3 clusters Score -71311.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71316.734375 Penalty: 2318.839600
	Iteration 13Q: 3 clusters Score -71316.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71322.632812 Penalty: 2318.839600
	Iteration 14Q: 3 clusters Score -71322.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71328.648438 Penalty: 2318.839600
	Iteration 15Q: 3 clusters Score -71328.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71336.140625 Penalty: 2318.839600
	Iteration 16Q: 3 clusters Score -71336.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71344.703125 Penalty: 2318.839600
	Iteration 17Q: 3 clusters Score -71344.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -71353.921875 Penalty: 2318.839600
	Iteration 18Q: 3 clusters Score -71353.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71362.781250 Penalty: 2318.839600
	Iteration 19Q: 3 clusters Score -71362.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71369.484375 Penalty: 2318.839600
	Iteration 20F: 3 clusters Score -71369.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71374.750000 Penalty: 2318.839600
	Iteration 21Q: 3 clusters Score -71374.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71379.460938 Penalty: 2318.839600
	Iteration 22Q: 3 clusters Score -71379.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -71379.640625 Penalty: 2318.839600
	Iteration 23Q: 3 clusters Score -71379.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -71380.234375 Penalty: 2318.839600
	Iteration 24Q: 3 clusters Score -71380.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71381.312500 Penalty: 2318.839600
	Iteration 25Q: 3 clusters Score -71381.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71383.273438 Penalty: 2318.839600
	Iteration 26Q: 3 clusters Score -71383.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71383.773438 Penalty: 2318.839600
	Iteration 27Q: 3 clusters Score -71383.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71383.773438 Penalty: 2318.839600
	Iteration 28F: 3 clusters Score -71383.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -650672.500000 Penalty: 1514.980103
	Iteration 0F: 2 clusters Score -650672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -642788.687500 Penalty: 3029.960205
	Iteration 0F: 3 clusters Score -642788.7 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -645445.250000 Penalty: 3029.960205
	Iteration 1F: 3 clusters Score -645445.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -645900.312500 Penalty: 3029.960205
	Iteration 2F: 3 clusters Score -645900.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -646451.062500 Penalty: 3029.960205
	Iteration 3F: 3 clusters Score -646451.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -647037.500000 Penalty: 3029.960205
	Iteration 4F: 3 clusters Score -647037.5 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -647633.875000 Penalty: 3029.960205
	Iteration 5F: 3 clusters Score -647633.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -648170.000000 Penalty: 3029.960205
	Iteration 6F: 3 clusters Score -648170 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -648622.250000 Penalty: 3029.960205
	Iteration 7F: 3 clusters Score -648622.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -648963.062500 Penalty: 3029.960205
	Iteration 8Q: 3 clusters Score -648963.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -649162.187500 Penalty: 3029.960205
	Iteration 9Q: 3 clusters Score -649162.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -649292.187500 Penalty: 3029.960205
	Iteration 10Q: 3 clusters Score -649292.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -649391.000000 Penalty: 3029.960205
	Iteration 11Q: 3 clusters Score -649391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -649461.062500 Penalty: 3029.960205
	Iteration 12Q: 3 clusters Score -649461.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -649497.000000 Penalty: 3029.960205
	Iteration 13Q: 3 clusters Score -649497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -649527.312500 Penalty: 3029.960205
	Iteration 14Q: 3 clusters Score -649527.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -649544.687500 Penalty: 3029.960205
	Iteration 15Q: 3 clusters Score -649544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -649560.062500 Penalty: 3029.960205
	Iteration 16Q: 3 clusters Score -649560.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -649572.312500 Penalty: 3029.960205
	Iteration 17Q: 3 clusters Score -649572.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -649581.125000 Penalty: 3029.960205
	Iteration 18Q: 3 clusters Score -649581.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -649588.625000 Penalty: 3029.960205
	Iteration 19Q: 3 clusters Score -649588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -649596.062500 Penalty: 3029.960205
	Iteration 20F: 3 clusters Score -649596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -649598.875000 Penalty: 3029.960205
	Iteration 21Q: 3 clusters Score -649598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -649602.437500 Penalty: 3029.960205
	Iteration 22Q: 3 clusters Score -649602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -649607.187500 Penalty: 3029.960205
	Iteration 23Q: 3 clusters Score -649607.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -649609.125000 Penalty: 3029.960205
	Iteration 24Q: 3 clusters Score -649609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -649609.875000 Penalty: 3029.960205
	Iteration 25Q: 3 clusters Score -649609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -649609.562500 Penalty: 3029.960205
	Iteration 26Q: 3 clusters Score -649609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -649609.937500 Penalty: 3029.960205
	Iteration 27Q: 3 clusters Score -649609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -649610.187500 Penalty: 3029.960205
	Iteration 28Q: 3 clusters Score -649610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -649610.187500 Penalty: 3029.960205
	Iteration 29F: 3 clusters Score -649610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Entering Unmasked Estep 
Score: -539634.562500 Penalty: 1482.493774
	Iteration 0F: 2 clusters Score -539634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -533043.062500 Penalty: 2964.987549
	Iteration 0F: 3 clusters Score -533043.1 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -535177.437500 Penalty: 2964.987549
	Iteration 1F: 3 clusters Score -535177.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -535526.937500 Penalty: 2964.987549
	Iteration 2F: 3 clusters Score -535526.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -535855.500000 Penalty: 2964.987549
	Iteration 3F: 3 clusters Score -535855.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -536151.375000 Penalty: 2964.987549
	Iteration 4F: 3 clusters Score -536151.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -536406.625000 Penalty: 2964.987549
	Iteration 5F: 3 clusters Score -536406.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -536605.187500 Penalty: 2964.987549
	Iteration 6Q: 3 clusters Score -536605.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -536792.375000 Penalty: 2964.987549
	Iteration 7Q: 3 clusters Score -536792.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -536952.812500 Penalty: 2964.987549
	Iteration 8Q: 3 clusters Score -536952.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -537121.375000 Penalty: 2964.987549
	Iteration 9Q: 3 clusters Score -537121.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -537277.875000 Penalty: 2964.987549
	Iteration 10Q: 3 clusters Score -537277.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -537398.125000 Penalty: 2964.987549
	Iteration 11Q: 3 clusters Score -537398.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -537495.937500 Penalty: 2964.987549
	Iteration 12Q: 3 clusters Score -537495.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -537580.250000 Penalty: 2964.987549
	Iteration 13Q: 3 clusters Score -537580.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -537660.562500 Penalty: 2964.987549
	Iteration 14Q: 3 clusters Score -537660.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -537745.687500 Penalty: 2964.987549
	Iteration 15Q: 3 clusters Score -537745.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -537849.000000 Penalty: 2964.987549
	Iteration 16Q: 3 clusters Score -537849 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -537936.062500 Penalty: 2964.987549
	Iteration 17Q: 3 clusters Score -537936.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -538007.875000 Penalty: 2964.987549
	Iteration 18Q: 3 clusters Score -538007.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -538079.437500 Penalty: 2964.987549
	Iteration 19Q: 3 clusters Score -538079.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -538163.187500 Penalty: 2964.987549
	Iteration 20F: 3 clusters Score -538163.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -538231.125000 Penalty: 2964.987549
	Iteration 21Q: 3 clusters Score -538231.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -538291.375000 Penalty: 2964.987549
	Iteration 22Q: 3 clusters Score -538291.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -538350.437500 Penalty: 2964.987549
	Iteration 23Q: 3 clusters Score -538350.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -538400.562500 Penalty: 2964.987549
	Iteration 24Q: 3 clusters Score -538400.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -538436.062500 Penalty: 2964.987549
	Iteration 25Q: 3 clusters Score -538436.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -538470.062500 Penalty: 2964.987549
	Iteration 26Q: 3 clusters Score -538470.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -538502.250000 Penalty: 2964.987549
	Iteration 27Q: 3 clusters Score -538502.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -538530.875000 Penalty: 2964.987549
	Iteration 28Q: 3 clusters Score -538530.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -538552.437500 Penalty: 2964.987549
	Iteration 29Q: 3 clusters Score -538552.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -538571.500000 Penalty: 2964.987549
	Iteration 30Q: 3 clusters Score -538571.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -538588.437500 Penalty: 2964.987549
	Iteration 31Q: 3 clusters Score -538588.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -538603.812500 Penalty: 2964.987549
	Iteration 32Q: 3 clusters Score -538603.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -538619.375000 Penalty: 2964.987549
	Iteration 33Q: 3 clusters Score -538619.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -538633.625000 Penalty: 2964.987549
	Iteration 34Q: 3 clusters Score -538633.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -538643.187500 Penalty: 2964.987549
	Iteration 35Q: 3 clusters Score -538643.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -538648.000000 Penalty: 2964.987549
	Iteration 36Q: 3 clusters Score -538648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -538654.687500 Penalty: 2964.987549
	Iteration 37Q: 3 clusters Score -538654.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -538661.250000 Penalty: 2964.987549
	Iteration 38Q: 3 clusters Score -538661.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -538664.937500 Penalty: 2964.987549
	Iteration 39Q: 3 clusters Score -538664.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -538669.437500 Penalty: 2964.987549
	Iteration 40F: 3 clusters Score -538669.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -538678.312500 Penalty: 2964.987549
	Iteration 41Q: 3 clusters Score -538678.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -538685.625000 Penalty: 2964.987549
	Iteration 42Q: 3 clusters Score -538685.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -538691.125000 Penalty: 2964.987549
	Iteration 43Q: 3 clusters Score -538691.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -538696.937500 Penalty: 2964.987549
	Iteration 44Q: 3 clusters Score -538696.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -538700.125000 Penalty: 2964.987549
	Iteration 45Q: 3 clusters Score -538700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -538703.875000 Penalty: 2964.987549
	Iteration 46Q: 3 clusters Score -538703.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -538707.812500 Penalty: 2964.987549
	Iteration 47Q: 3 clusters Score -538707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -538713.062500 Penalty: 2964.987549
	Iteration 48Q: 3 clusters Score -538713.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -538717.125000 Penalty: 2964.987549
	Iteration 49Q: 3 clusters Score -538717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -538717.687500 Penalty: 2964.987549
	Iteration 50Q: 3 clusters Score -538717.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -538720.375000 Penalty: 2964.987549
	Iteration 51Q: 3 clusters Score -538720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -538720.687500 Penalty: 2964.987549
	Iteration 52Q: 3 clusters Score -538720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -538723.625000 Penalty: 2964.987549
	Iteration 53Q: 3 clusters Score -538723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -538724.187500 Penalty: 2964.987549
	Iteration 54Q: 3 clusters Score -538724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -538726.187500 Penalty: 2964.987549
	Iteration 55Q: 3 clusters Score -538726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -538727.062500 Penalty: 2964.987549
	Iteration 56Q: 3 clusters Score -538727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -538727.500000 Penalty: 2964.987549
	Iteration 57Q: 3 clusters Score -538727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -538729.250000 Penalty: 2964.987549
	Iteration 58Q: 3 clusters Score -538729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -538730.500000 Penalty: 2964.987549
	Iteration 59Q: 3 clusters Score -538730.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -538731.250000 Penalty: 2964.987549
	Iteration 60F: 3 clusters Score -538731.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -538732.937500 Penalty: 2964.987549
	Iteration 61Q: 3 clusters Score -538732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -538733.687500 Penalty: 2964.987549
	Iteration 62Q: 3 clusters Score -538733.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -538736.500000 Penalty: 2964.987549
	Iteration 63Q: 3 clusters Score -538736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -538737.250000 Penalty: 2964.987549
	Iteration 64Q: 3 clusters Score -538737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -538738.187500 Penalty: 2964.987549
	Iteration 65Q: 3 clusters Score -538738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -538740.375000 Penalty: 2964.987549
	Iteration 66Q: 3 clusters Score -538740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -538739.875000 Penalty: 2964.987549
	Iteration 67Q: 3 clusters Score -538739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -538740.000000 Penalty: 2964.987549
	Iteration 68Q: 3 clusters Score -538740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -538741.562500 Penalty: 2964.987549
	Iteration 69Q: 3 clusters Score -538741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -538743.062500 Penalty: 2964.987549
	Iteration 70Q: 3 clusters Score -538743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -538745.187500 Penalty: 2964.987549
	Iteration 71Q: 3 clusters Score -538745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -538743.875000 Penalty: 2964.987549
	Iteration 72Q: 3 clusters Score -538743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -538744.187500 Penalty: 2964.987549
	Iteration 73Q: 3 clusters Score -538744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -538744.750000 Penalty: 2964.987549
	Iteration 74Q: 3 clusters Score -538744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -538744.312500 Penalty: 2964.987549
	Iteration 75Q: 3 clusters Score -538744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -538745.187500 Penalty: 2964.987549
	Iteration 76Q: 3 clusters Score -538745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -538746.687500 Penalty: 2964.987549
	Iteration 77Q: 3 clusters Score -538746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -538747.187500 Penalty: 2964.987549
	Iteration 78Q: 3 clusters Score -538747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -538747.187500 Penalty: 2964.987549
	Iteration 79Q: 3 clusters Score -538747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -538746.812500 Penalty: 2964.987549
	Iteration 80F: 3 clusters Score -538746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -538748.187500 Penalty: 2964.987549
	Iteration 81Q: 3 clusters Score -538748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -538749.812500 Penalty: 2964.987549
	Iteration 82Q: 3 clusters Score -538749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -538750.562500 Penalty: 2964.987549
	Iteration 83Q: 3 clusters Score -538750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -538751.000000 Penalty: 2964.987549
	Iteration 84Q: 3 clusters Score -538751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -538752.187500 Penalty: 2964.987549
	Iteration 85Q: 3 clusters Score -538752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -538751.562500 Penalty: 2964.987549
	Iteration 86Q: 3 clusters Score -538751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -538751.250000 Penalty: 2964.987549
	Iteration 87Q: 3 clusters Score -538751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -538751.875000 Penalty: 2964.987549
	Iteration 88Q: 3 clusters Score -538751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -538752.000000 Penalty: 2964.987549
	Iteration 89Q: 3 clusters Score -538752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -538752.875000 Penalty: 2964.987549
	Iteration 90Q: 3 clusters Score -538752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -538752.875000 Penalty: 2964.987549
	Iteration 91F: 3 clusters Score -538752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -62542.324219 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -62542.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61044.820312 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -61044.82 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -61306.835938 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -61306.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -61377.035156 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -61377.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -61413.683594 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -61413.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -61429.625000 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -61429.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -61433.687500 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -61433.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61437.554688 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -61437.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -61440.667969 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -61440.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -61446.644531 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -61446.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61453.167969 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -61453.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61460.117188 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -61460.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61467.531250 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -61467.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61474.121094 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -61474.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61482.679688 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -61482.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61489.753906 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -61489.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61492.757812 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -61492.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61495.917969 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -61495.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61507.816406 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -61507.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61518.175781 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -61518.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61529.574219 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -61529.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61537.632812 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -61537.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61543.324219 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -61543.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61546.921875 Penalty: 2280.106445
	Iteration 22Q: 3 clusters Score -61546.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61552.136719 Penalty: 2280.106445
	Iteration 23Q: 3 clusters Score -61552.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61558.007812 Penalty: 2280.106445
	Iteration 24Q: 3 clusters Score -61558.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61562.855469 Penalty: 2280.106445
	Iteration 25Q: 3 clusters Score -61562.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61565.527344 Penalty: 2280.106445
	Iteration 26Q: 3 clusters Score -61565.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61567.410156 Penalty: 2280.106445
	Iteration 27Q: 3 clusters Score -61567.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61568.585938 Penalty: 2280.106445
	Iteration 28Q: 3 clusters Score -61568.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61569.828125 Penalty: 2280.106445
	Iteration 29Q: 3 clusters Score -61569.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61570.925781 Penalty: 2280.106445
	Iteration 30Q: 3 clusters Score -61570.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61570.925781 Penalty: 2280.106445
	Iteration 31F: 3 clusters Score -61570.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Entering Unmasked Estep 
Score: -195799.968750 Penalty: 1329.711304
	Iteration 0F: 2 clusters Score -195800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -192769.609375 Penalty: 2659.422607
	Iteration 0F: 3 clusters Score -192769.6 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -193525.718750 Penalty: 2659.422607
	Iteration 1F: 3 clusters Score -193525.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -193638.812500 Penalty: 2659.422607
	Iteration 2F: 3 clusters Score -193638.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -193703.562500 Penalty: 2659.422607
	Iteration 3Q: 3 clusters Score -193703.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -193746.906250 Penalty: 2659.422607
	Iteration 4Q: 3 clusters Score -193746.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -193786.203125 Penalty: 2659.422607
	Iteration 5Q: 3 clusters Score -193786.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -193821.875000 Penalty: 2659.422607
	Iteration 6Q: 3 clusters Score -193821.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -193857.640625 Penalty: 2659.422607
	Iteration 7Q: 3 clusters Score -193857.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -193894.234375 Penalty: 2659.422607
	Iteration 8Q: 3 clusters Score -193894.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -193933.781250 Penalty: 2659.422607
	Iteration 9Q: 3 clusters Score -193933.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -193980.515625 Penalty: 2659.422607
	Iteration 10Q: 3 clusters Score -193980.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -194022.656250 Penalty: 2659.422607
	Iteration 11Q: 3 clusters Score -194022.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -194071.781250 Penalty: 2659.422607
	Iteration 12Q: 3 clusters Score -194071.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -194136.921875 Penalty: 2659.422607
	Iteration 13Q: 3 clusters Score -194136.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -194203.281250 Penalty: 2659.422607
	Iteration 14Q: 3 clusters Score -194203.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -194280.171875 Penalty: 2659.422607
	Iteration 15Q: 3 clusters Score -194280.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -194369.046875 Penalty: 2659.422607
	Iteration 16Q: 3 clusters Score -194369 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -194455.656250 Penalty: 2659.422607
	Iteration 17Q: 3 clusters Score -194455.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194539.984375 Penalty: 2659.422607
	Iteration 18Q: 3 clusters Score -194540 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -194602.609375 Penalty: 2659.422607
	Iteration 19Q: 3 clusters Score -194602.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -194649.093750 Penalty: 2659.422607
	Iteration 20F: 3 clusters Score -194649.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -194692.359375 Penalty: 2659.422607
	Iteration 21Q: 3 clusters Score -194692.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194727.796875 Penalty: 2659.422607
	Iteration 22Q: 3 clusters Score -194727.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -194758.093750 Penalty: 2659.422607
	Iteration 23Q: 3 clusters Score -194758.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -194787.625000 Penalty: 2659.422607
	Iteration 24Q: 3 clusters Score -194787.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194814.046875 Penalty: 2659.422607
	Iteration 25Q: 3 clusters Score -194814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194835.250000 Penalty: 2659.422607
	Iteration 26Q: 3 clusters Score -194835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -194856.953125 Penalty: 2659.422607
	Iteration 27Q: 3 clusters Score -194857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -194871.015625 Penalty: 2659.422607
	Iteration 28Q: 3 clusters Score -194871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -194882.281250 Penalty: 2659.422607
	Iteration 29Q: 3 clusters Score -194882.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -194891.453125 Penalty: 2659.422607
	Iteration 30Q: 3 clusters Score -194891.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -194895.234375 Penalty: 2659.422607
	Iteration 31Q: 3 clusters Score -194895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -194899.828125 Penalty: 2659.422607
	Iteration 32Q: 3 clusters Score -194899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194904.421875 Penalty: 2659.422607
	Iteration 33Q: 3 clusters Score -194904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -194909.718750 Penalty: 2659.422607
	Iteration 34Q: 3 clusters Score -194909.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -194913.906250 Penalty: 2659.422607
	Iteration 35Q: 3 clusters Score -194913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -194916.921875 Penalty: 2659.422607
	Iteration 36Q: 3 clusters Score -194916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -194920.375000 Penalty: 2659.422607
	Iteration 37Q: 3 clusters Score -194920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -194922.218750 Penalty: 2659.422607
	Iteration 38Q: 3 clusters Score -194922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -194923.734375 Penalty: 2659.422607
	Iteration 39Q: 3 clusters Score -194923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -194925.750000 Penalty: 2659.422607
	Iteration 40F: 3 clusters Score -194925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -194926.796875 Penalty: 2659.422607
	Iteration 41Q: 3 clusters Score -194926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -194927.531250 Penalty: 2659.422607
	Iteration 42Q: 3 clusters Score -194927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -194929.156250 Penalty: 2659.422607
	Iteration 43Q: 3 clusters Score -194929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -194930.859375 Penalty: 2659.422607
	Iteration 44Q: 3 clusters Score -194930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -194931.781250 Penalty: 2659.422607
	Iteration 45Q: 3 clusters Score -194931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -194932.468750 Penalty: 2659.422607
	Iteration 46Q: 3 clusters Score -194932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -194932.468750 Penalty: 2659.422607
	Iteration 47F: 3 clusters Score -194932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -159373.656250 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -159373.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -156723.328125 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -156723.3 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -157294.031250 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -157294 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -157462.500000 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -157462.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -157641.593750 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -157641.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -157885.000000 Penalty: 2580.458252
	Iteration 4F: 3 clusters Score -157885 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -158077.843750 Penalty: 2580.458252
	Iteration 5F: 3 clusters Score -158077.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -158248.265625 Penalty: 2580.458252
	Iteration 6F: 3 clusters Score -158248.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -158410.421875 Penalty: 2580.458252
	Iteration 7F: 3 clusters Score -158410.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -158514.375000 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -158514.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -158603.437500 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -158603.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -158679.265625 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -158679.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -158739.656250 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -158739.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -158803.531250 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -158803.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -158851.296875 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -158851.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -158899.062500 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -158899.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -158956.546875 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -158956.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -159018.656250 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -159018.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -159087.796875 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -159087.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -159152.093750 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -159152.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -159219.218750 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -159219.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -159307.937500 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -159307.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -159389.781250 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -159389.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -159416.000000 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -159416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -159422.125000 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -159422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -159423.843750 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -159423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -159423.984375 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -159424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -159423.984375 Penalty: 2580.458252
	Iteration 26F: 3 clusters Score -159424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 768 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 2940 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 2039 members 
Entering Unmasked Estep 
Score: -12703311.000000 Penalty: 84375.257812
Splitting cluster 30 changes total score from -12703983.000000 to -12703311.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -112176.070312 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -112176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -110069.828125 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -110069.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -110532.875000 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -110532.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -110647.335938 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -110647.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -110729.625000 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -110729.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110769.492188 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -110769.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110790.617188 Penalty: 2477.683594
	Iteration 5Q: 3 clusters Score -110790.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -110814.671875 Penalty: 2477.683594
	Iteration 6Q: 3 clusters Score -110814.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -110831.046875 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -110831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -110848.046875 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -110848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -110859.359375 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -110859.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -110876.156250 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -110876.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -110891.328125 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -110891.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110907.429688 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -110907.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110922.781250 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -110922.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -110943.507812 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -110943.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -110956.687500 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -110956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -110963.992188 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -110964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -110968.125000 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -110968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -110972.867188 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -110972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -110980.062500 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -110980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -110984.226562 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -110984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -110988.718750 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -110988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -110992.054688 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -110992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -110999.781250 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -110999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -111010.195312 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -111010.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111019.960938 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -111020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -111031.156250 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -111031.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -111042.953125 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -111043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -111053.210938 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -111053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -111063.070312 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -111063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -111070.195312 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -111070.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -111077.492188 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -111077.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -111096.398438 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -111096.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111112.921875 Penalty: 2477.683594
	Iteration 33Q: 3 clusters Score -111112.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -111124.250000 Penalty: 2477.683594
	Iteration 34Q: 3 clusters Score -111124.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -111141.078125 Penalty: 2477.683594
	Iteration 35Q: 3 clusters Score -111141.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -111160.812500 Penalty: 2477.683594
	Iteration 36Q: 3 clusters Score -111160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -111182.070312 Penalty: 2477.683594
	Iteration 37Q: 3 clusters Score -111182.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -111206.523438 Penalty: 2477.683594
	Iteration 38Q: 3 clusters Score -111206.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -111216.593750 Penalty: 2477.683594
	Iteration 39Q: 3 clusters Score -111216.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -111230.523438 Penalty: 2477.683594
	Iteration 40F: 3 clusters Score -111230.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -111245.601562 Penalty: 2477.683594
	Iteration 41Q: 3 clusters Score -111245.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -111260.281250 Penalty: 2477.683594
	Iteration 42Q: 3 clusters Score -111260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -111277.351562 Penalty: 2477.683594
	Iteration 43Q: 3 clusters Score -111277.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -111300.828125 Penalty: 2477.683594
	Iteration 44Q: 3 clusters Score -111300.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111321.218750 Penalty: 2477.683594
	Iteration 45Q: 3 clusters Score -111321.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -111325.687500 Penalty: 2477.683594
	Iteration 46Q: 3 clusters Score -111325.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -111329.039062 Penalty: 2477.683594
	Iteration 47Q: 3 clusters Score -111329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -111332.117188 Penalty: 2477.683594
	Iteration 48Q: 3 clusters Score -111332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -111335.648438 Penalty: 2477.683594
	Iteration 49Q: 3 clusters Score -111335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -111337.976562 Penalty: 2477.683594
	Iteration 50Q: 3 clusters Score -111338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111340.750000 Penalty: 2477.683594
	Iteration 51Q: 3 clusters Score -111340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111343.320312 Penalty: 2477.683594
	Iteration 52Q: 3 clusters Score -111343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -111343.320312 Penalty: 2477.683594
	Iteration 53F: 3 clusters Score -111343.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -28043.060547 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -28043.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26916.601562 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -26916.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27151.636719 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -27151.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27269.742188 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -27269.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27354.994141 Penalty: 2062.331787
	Iteration 3F: 3 clusters Score -27354.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27396.400391 Penalty: 2062.331787
	Iteration 4Q: 3 clusters Score -27396.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27425.267578 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -27425.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27464.613281 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -27464.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27491.941406 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -27491.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27510.734375 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -27510.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27517.222656 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -27517.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27523.427734 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -27523.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27526.615234 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -27526.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27527.171875 Penalty: 2062.331787
	Iteration 12Q: 3 clusters Score -27527.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -27527.171875 Penalty: 2062.331787
	Iteration 13F: 3 clusters Score -27527.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -78123.687500 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -78123.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -76488.328125 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -76488.33 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -76780.875000 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -76780.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76856.765625 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -76856.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76912.312500 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -76912.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -76957.445312 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -76957.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -76987.101562 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -76987.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77008.242188 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -77008.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77025.023438 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -77025.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77046.648438 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -77046.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77076.929688 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -77076.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77103.523438 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -77103.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77136.476562 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -77136.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77172.539062 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -77172.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77199.367188 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -77199.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77222.554688 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -77222.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77248.953125 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -77248.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77260.968750 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -77260.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77274.867188 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -77274.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77283.507812 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -77283.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77290.562500 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -77290.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77298.710938 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -77298.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77302.320312 Penalty: 2335.004395
	Iteration 21Q: 3 clusters Score -77302.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77302.320312 Penalty: 2335.004395
	Iteration 22F: 3 clusters Score -77302.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -130997.960938 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -130998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -128734.273438 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -128734.3 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -129203.765625 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -129203.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -129341.765625 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -129341.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -129427.718750 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -129427.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -129499.960938 Penalty: 2507.705078
	Iteration 4Q: 3 clusters Score -129500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -129573.812500 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -129573.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -129639.164062 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -129639.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -129699.570312 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -129699.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -129765.593750 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -129765.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -129828.976562 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -129829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -129873.726562 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -129873.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -129908.367188 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -129908.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -129938.804688 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -129938.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -129974.476562 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -129974.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -130004.250000 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -130004.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -130036.093750 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -130036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -130069.273438 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -130069.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -130101.851562 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -130101.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -130144.375000 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -130144.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -130189.375000 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -130189.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -130226.640625 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -130226.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -130263.125000 Penalty: 2507.705078
	Iteration 21Q: 3 clusters Score -130263.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -130302.296875 Penalty: 2507.705078
	Iteration 22Q: 3 clusters Score -130302.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -130338.695312 Penalty: 2507.705078
	Iteration 23Q: 3 clusters Score -130338.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -130355.570312 Penalty: 2507.705078
	Iteration 24Q: 3 clusters Score -130355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -130369.351562 Penalty: 2507.705078
	Iteration 25Q: 3 clusters Score -130369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -130382.820312 Penalty: 2507.705078
	Iteration 26Q: 3 clusters Score -130382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -130391.390625 Penalty: 2507.705078
	Iteration 27Q: 3 clusters Score -130391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -130395.328125 Penalty: 2507.705078
	Iteration 28Q: 3 clusters Score -130395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -130398.851562 Penalty: 2507.705078
	Iteration 29Q: 3 clusters Score -130398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -130400.718750 Penalty: 2507.705078
	Iteration 30Q: 3 clusters Score -130400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -130401.289062 Penalty: 2507.705078
	Iteration 31Q: 3 clusters Score -130401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -130401.289062 Penalty: 2507.705078
	Iteration 32F: 3 clusters Score -130401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -202510.859375 Penalty: 1322.089111
	Iteration 0F: 2 clusters Score -202510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -199549.687500 Penalty: 2644.178223
	Iteration 0F: 3 clusters Score -199549.7 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -200325.031250 Penalty: 2644.178223
	Iteration 1F: 3 clusters Score -200325 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -200539.921875 Penalty: 2644.178223
	Iteration 2F: 3 clusters Score -200539.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -200701.906250 Penalty: 2644.178223
	Iteration 3F: 3 clusters Score -200701.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -200829.078125 Penalty: 2644.178223
	Iteration 4F: 3 clusters Score -200829.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -200948.031250 Penalty: 2644.178223
	Iteration 5Q: 3 clusters Score -200948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -201040.890625 Penalty: 2644.178223
	Iteration 6Q: 3 clusters Score -201040.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -201121.875000 Penalty: 2644.178223
	Iteration 7Q: 3 clusters Score -201121.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201189.375000 Penalty: 2644.178223
	Iteration 8Q: 3 clusters Score -201189.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -201242.484375 Penalty: 2644.178223
	Iteration 9Q: 3 clusters Score -201242.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -201289.234375 Penalty: 2644.178223
	Iteration 10Q: 3 clusters Score -201289.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -201340.609375 Penalty: 2644.178223
	Iteration 11Q: 3 clusters Score -201340.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -201395.562500 Penalty: 2644.178223
	Iteration 12Q: 3 clusters Score -201395.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -201441.984375 Penalty: 2644.178223
	Iteration 13Q: 3 clusters Score -201442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -201482.421875 Penalty: 2644.178223
	Iteration 14Q: 3 clusters Score -201482.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -201524.203125 Penalty: 2644.178223
	Iteration 15Q: 3 clusters Score -201524.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -201598.718750 Penalty: 2644.178223
	Iteration 16Q: 3 clusters Score -201598.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -201720.718750 Penalty: 2644.178223
	Iteration 17Q: 3 clusters Score -201720.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -201850.500000 Penalty: 2644.178223
	Iteration 18Q: 3 clusters Score -201850.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -201968.359375 Penalty: 2644.178223
	Iteration 19Q: 3 clusters Score -201968.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -202072.250000 Penalty: 2644.178223
	Iteration 20F: 3 clusters Score -202072.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -202137.875000 Penalty: 2644.178223
	Iteration 21Q: 3 clusters Score -202137.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -202180.406250 Penalty: 2644.178223
	Iteration 22Q: 3 clusters Score -202180.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -202203.562500 Penalty: 2644.178223
	Iteration 23Q: 3 clusters Score -202203.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -202218.375000 Penalty: 2644.178223
	Iteration 24Q: 3 clusters Score -202218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -202223.937500 Penalty: 2644.178223
	Iteration 25Q: 3 clusters Score -202223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -202225.906250 Penalty: 2644.178223
	Iteration 26Q: 3 clusters Score -202225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -202226.921875 Penalty: 2644.178223
	Iteration 27Q: 3 clusters Score -202226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -202228.796875 Penalty: 2644.178223
	Iteration 28Q: 3 clusters Score -202228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -202230.937500 Penalty: 2644.178223
	Iteration 29Q: 3 clusters Score -202230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -202232.265625 Penalty: 2644.178223
	Iteration 30Q: 3 clusters Score -202232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -202233.593750 Penalty: 2644.178223
	Iteration 31Q: 3 clusters Score -202233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -202235.609375 Penalty: 2644.178223
	Iteration 32Q: 3 clusters Score -202235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -202235.968750 Penalty: 2644.178223
	Iteration 33Q: 3 clusters Score -202236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -202235.968750 Penalty: 2644.178223
	Iteration 34F: 3 clusters Score -202236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -36211.062500 Penalty: 1103.938232
	Iteration 0F: 2 clusters Score -36211.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -34949.671875 Penalty: 2207.876465
	Iteration 0F: 3 clusters Score -34949.67 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35372.652344 Penalty: 2207.876465
	Iteration 1F: 3 clusters Score -35372.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -35555.382812 Penalty: 2207.876465
	Iteration 2F: 3 clusters Score -35555.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35628.265625 Penalty: 2207.876465
	Iteration 3F: 3 clusters Score -35628.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35670.726562 Penalty: 2207.876465
	Iteration 4Q: 3 clusters Score -35670.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -35721.718750 Penalty: 2207.876465
	Iteration 5Q: 3 clusters Score -35721.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35749.722656 Penalty: 2207.876465
	Iteration 6Q: 3 clusters Score -35749.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -35761.902344 Penalty: 2207.876465
	Iteration 7Q: 3 clusters Score -35761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -35769.488281 Penalty: 2207.876465
	Iteration 8Q: 3 clusters Score -35769.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35782.734375 Penalty: 2207.876465
	Iteration 9Q: 3 clusters Score -35782.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35795.207031 Penalty: 2207.876465
	Iteration 10Q: 3 clusters Score -35795.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35803.828125 Penalty: 2207.876465
	Iteration 11Q: 3 clusters Score -35803.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35814.441406 Penalty: 2207.876465
	Iteration 12Q: 3 clusters Score -35814.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -35819.945312 Penalty: 2207.876465
	Iteration 13Q: 3 clusters Score -35819.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35825.011719 Penalty: 2207.876465
	Iteration 14Q: 3 clusters Score -35825.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -35829.605469 Penalty: 2207.876465
	Iteration 15Q: 3 clusters Score -35829.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35834.597656 Penalty: 2207.876465
	Iteration 16Q: 3 clusters Score -35834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -35836.117188 Penalty: 2207.876465
	Iteration 17Q: 3 clusters Score -35836.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -35839.046875 Penalty: 2207.876465
	Iteration 18Q: 3 clusters Score -35839.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35841.089844 Penalty: 2207.876465
	Iteration 19Q: 3 clusters Score -35841.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35846.898438 Penalty: 2207.876465
	Iteration 20F: 3 clusters Score -35846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -35850.292969 Penalty: 2207.876465
	Iteration 21Q: 3 clusters Score -35850.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35852.828125 Penalty: 2207.876465
	Iteration 22Q: 3 clusters Score -35852.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35856.238281 Penalty: 2207.876465
	Iteration 23Q: 3 clusters Score -35856.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35857.078125 Penalty: 2207.876465
	Iteration 24Q: 3 clusters Score -35857.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35857.078125 Penalty: 2207.876465
	Iteration 25F: 3 clusters Score -35857.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -57955.546875 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -57955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -56543.132812 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -56543.13 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -56923.746094 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -56923.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -57075.289062 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -57075.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -57150.117188 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -57150.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -57201.644531 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -57201.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -57235.960938 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -57235.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -57270.332031 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -57270.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -57299.027344 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -57299.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -57335.929688 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -57335.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -57358.535156 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -57358.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -57372.347656 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -57372.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57378.898438 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -57378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -57389.496094 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -57389.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -57400.175781 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -57400.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -57405.542969 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -57405.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -57417.203125 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -57417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -57422.925781 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -57422.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -57426.839844 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -57426.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -57432.281250 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -57432.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -57435.636719 Penalty: 2259.636963
	Iteration 19Q: 3 clusters Score -57435.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -57440.144531 Penalty: 2259.636963
	Iteration 20F: 3 clusters Score -57440.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -57442.335938 Penalty: 2259.636963
	Iteration 21Q: 3 clusters Score -57442.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -57442.335938 Penalty: 2259.636963
	Iteration 22F: 3 clusters Score -57442.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -348503.531250 Penalty: 1411.462402
	Iteration 0F: 2 clusters Score -348503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -343953.593750 Penalty: 2822.924805
	Iteration 0F: 3 clusters Score -343953.6 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -345386.000000 Penalty: 2822.924805
	Iteration 1F: 3 clusters Score -345386 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -345693.281250 Penalty: 2822.924805
	Iteration 2F: 3 clusters Score -345693.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -345937.187500 Penalty: 2822.924805
	Iteration 3F: 3 clusters Score -345937.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -346101.687500 Penalty: 2822.924805
	Iteration 4Q: 3 clusters Score -346101.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -346249.406250 Penalty: 2822.924805
	Iteration 5Q: 3 clusters Score -346249.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -346365.750000 Penalty: 2822.924805
	Iteration 6Q: 3 clusters Score -346365.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -346463.093750 Penalty: 2822.924805
	Iteration 7Q: 3 clusters Score -346463.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -346539.812500 Penalty: 2822.924805
	Iteration 8Q: 3 clusters Score -346539.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -346605.093750 Penalty: 2822.924805
	Iteration 9Q: 3 clusters Score -346605.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -346658.156250 Penalty: 2822.924805
	Iteration 10Q: 3 clusters Score -346658.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -346700.312500 Penalty: 2822.924805
	Iteration 11Q: 3 clusters Score -346700.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -346729.687500 Penalty: 2822.924805
	Iteration 12Q: 3 clusters Score -346729.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -346756.093750 Penalty: 2822.924805
	Iteration 13Q: 3 clusters Score -346756.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -346777.468750 Penalty: 2822.924805
	Iteration 14Q: 3 clusters Score -346777.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -346796.750000 Penalty: 2822.924805
	Iteration 15Q: 3 clusters Score -346796.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -346821.843750 Penalty: 2822.924805
	Iteration 16Q: 3 clusters Score -346821.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -346843.843750 Penalty: 2822.924805
	Iteration 17Q: 3 clusters Score -346843.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -346858.562500 Penalty: 2822.924805
	Iteration 18Q: 3 clusters Score -346858.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -346873.687500 Penalty: 2822.924805
	Iteration 19Q: 3 clusters Score -346873.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -346892.250000 Penalty: 2822.924805
	Iteration 20F: 3 clusters Score -346892.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -346911.968750 Penalty: 2822.924805
	Iteration 21Q: 3 clusters Score -346912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -346928.937500 Penalty: 2822.924805
	Iteration 22Q: 3 clusters Score -346928.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -346948.843750 Penalty: 2822.924805
	Iteration 23Q: 3 clusters Score -346948.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -346965.750000 Penalty: 2822.924805
	Iteration 24Q: 3 clusters Score -346965.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -346977.437500 Penalty: 2822.924805
	Iteration 25Q: 3 clusters Score -346977.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -346991.593750 Penalty: 2822.924805
	Iteration 26Q: 3 clusters Score -346991.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -347004.093750 Penalty: 2822.924805
	Iteration 27Q: 3 clusters Score -347004.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -347013.437500 Penalty: 2822.924805
	Iteration 28Q: 3 clusters Score -347013.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -347025.312500 Penalty: 2822.924805
	Iteration 29Q: 3 clusters Score -347025.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -347040.875000 Penalty: 2822.924805
	Iteration 30Q: 3 clusters Score -347040.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -347056.500000 Penalty: 2822.924805
	Iteration 31Q: 3 clusters Score -347056.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -347071.718750 Penalty: 2822.924805
	Iteration 32Q: 3 clusters Score -347071.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -347082.343750 Penalty: 2822.924805
	Iteration 33Q: 3 clusters Score -347082.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -347092.406250 Penalty: 2822.924805
	Iteration 34Q: 3 clusters Score -347092.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -347100.875000 Penalty: 2822.924805
	Iteration 35Q: 3 clusters Score -347100.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -347110.093750 Penalty: 2822.924805
	Iteration 36Q: 3 clusters Score -347110.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -347122.125000 Penalty: 2822.924805
	Iteration 37Q: 3 clusters Score -347122.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -347133.812500 Penalty: 2822.924805
	Iteration 38Q: 3 clusters Score -347133.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -347142.093750 Penalty: 2822.924805
	Iteration 39Q: 3 clusters Score -347142.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -347151.812500 Penalty: 2822.924805
	Iteration 40F: 3 clusters Score -347151.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -347158.625000 Penalty: 2822.924805
	Iteration 41Q: 3 clusters Score -347158.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -347164.781250 Penalty: 2822.924805
	Iteration 42Q: 3 clusters Score -347164.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -347170.468750 Penalty: 2822.924805
	Iteration 43Q: 3 clusters Score -347170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -347172.125000 Penalty: 2822.924805
	Iteration 44Q: 3 clusters Score -347172.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -347174.531250 Penalty: 2822.924805
	Iteration 45Q: 3 clusters Score -347174.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -347175.625000 Penalty: 2822.924805
	Iteration 46Q: 3 clusters Score -347175.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -347177.218750 Penalty: 2822.924805
	Iteration 47Q: 3 clusters Score -347177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -347180.375000 Penalty: 2822.924805
	Iteration 48Q: 3 clusters Score -347180.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -347185.468750 Penalty: 2822.924805
	Iteration 49Q: 3 clusters Score -347185.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -347188.437500 Penalty: 2822.924805
	Iteration 50Q: 3 clusters Score -347188.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -347192.437500 Penalty: 2822.924805
	Iteration 51Q: 3 clusters Score -347192.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -347197.156250 Penalty: 2822.924805
	Iteration 52Q: 3 clusters Score -347197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -347201.156250 Penalty: 2822.924805
	Iteration 53Q: 3 clusters Score -347201.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -347205.718750 Penalty: 2822.924805
	Iteration 54Q: 3 clusters Score -347205.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -347209.656250 Penalty: 2822.924805
	Iteration 55Q: 3 clusters Score -347209.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -347213.812500 Penalty: 2822.924805
	Iteration 56Q: 3 clusters Score -347213.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -347219.468750 Penalty: 2822.924805
	Iteration 57Q: 3 clusters Score -347219.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -347223.968750 Penalty: 2822.924805
	Iteration 58Q: 3 clusters Score -347224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -347230.875000 Penalty: 2822.924805
	Iteration 59Q: 3 clusters Score -347230.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -347235.125000 Penalty: 2822.924805
	Iteration 60F: 3 clusters Score -347235.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -347239.468750 Penalty: 2822.924805
	Iteration 61Q: 3 clusters Score -347239.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -347245.562500 Penalty: 2822.924805
	Iteration 62Q: 3 clusters Score -347245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -347252.937500 Penalty: 2822.924805
	Iteration 63Q: 3 clusters Score -347252.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -347262.281250 Penalty: 2822.924805
	Iteration 64Q: 3 clusters Score -347262.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -347268.000000 Penalty: 2822.924805
	Iteration 65Q: 3 clusters Score -347268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -347272.187500 Penalty: 2822.924805
	Iteration 66Q: 3 clusters Score -347272.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -347274.468750 Penalty: 2822.924805
	Iteration 67Q: 3 clusters Score -347274.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -347278.500000 Penalty: 2822.924805
	Iteration 68Q: 3 clusters Score -347278.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -347282.906250 Penalty: 2822.924805
	Iteration 69Q: 3 clusters Score -347282.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -347286.906250 Penalty: 2822.924805
	Iteration 70Q: 3 clusters Score -347286.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -347288.062500 Penalty: 2822.924805
	Iteration 71Q: 3 clusters Score -347288.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -347291.375000 Penalty: 2822.924805
	Iteration 72Q: 3 clusters Score -347291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -347293.125000 Penalty: 2822.924805
	Iteration 73Q: 3 clusters Score -347293.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -347296.062500 Penalty: 2822.924805
	Iteration 74Q: 3 clusters Score -347296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -347299.375000 Penalty: 2822.924805
	Iteration 75Q: 3 clusters Score -347299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -347302.593750 Penalty: 2822.924805
	Iteration 76Q: 3 clusters Score -347302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -347306.812500 Penalty: 2822.924805
	Iteration 77Q: 3 clusters Score -347306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -347309.500000 Penalty: 2822.924805
	Iteration 78Q: 3 clusters Score -347309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -347313.625000 Penalty: 2822.924805
	Iteration 79Q: 3 clusters Score -347313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -347319.812500 Penalty: 2822.924805
	Iteration 80F: 3 clusters Score -347319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -347327.281250 Penalty: 2822.924805
	Iteration 81Q: 3 clusters Score -347327.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -347334.031250 Penalty: 2822.924805
	Iteration 82Q: 3 clusters Score -347334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -347339.937500 Penalty: 2822.924805
	Iteration 83Q: 3 clusters Score -347339.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -347345.562500 Penalty: 2822.924805
	Iteration 84Q: 3 clusters Score -347345.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -347352.125000 Penalty: 2822.924805
	Iteration 85Q: 3 clusters Score -347352.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -347360.156250 Penalty: 2822.924805
	Iteration 86Q: 3 clusters Score -347360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -347364.843750 Penalty: 2822.924805
	Iteration 87Q: 3 clusters Score -347364.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -347370.062500 Penalty: 2822.924805
	Iteration 88Q: 3 clusters Score -347370.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -347375.343750 Penalty: 2822.924805
	Iteration 89Q: 3 clusters Score -347375.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -347378.656250 Penalty: 2822.924805
	Iteration 90Q: 3 clusters Score -347378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -347382.468750 Penalty: 2822.924805
	Iteration 91Q: 3 clusters Score -347382.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -347387.718750 Penalty: 2822.924805
	Iteration 92Q: 3 clusters Score -347387.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -347389.593750 Penalty: 2822.924805
	Iteration 93Q: 3 clusters Score -347389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -347392.843750 Penalty: 2822.924805
	Iteration 94Q: 3 clusters Score -347392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -347395.593750 Penalty: 2822.924805
	Iteration 95Q: 3 clusters Score -347395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -347398.937500 Penalty: 2822.924805
	Iteration 96Q: 3 clusters Score -347398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -347406.937500 Penalty: 2822.924805
	Iteration 97Q: 3 clusters Score -347406.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -347418.593750 Penalty: 2822.924805
	Iteration 98Q: 3 clusters Score -347418.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -347427.781250 Penalty: 2822.924805
	Iteration 99Q: 3 clusters Score -347427.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -347442.781250 Penalty: 2822.924805
	Iteration 100F: 3 clusters Score -347442.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -347454.031250 Penalty: 2822.924805
	Iteration 101Q: 3 clusters Score -347454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -347467.750000 Penalty: 2822.924805
	Iteration 102Q: 3 clusters Score -347467.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -347483.500000 Penalty: 2822.924805
	Iteration 103Q: 3 clusters Score -347483.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -347498.125000 Penalty: 2822.924805
	Iteration 104Q: 3 clusters Score -347498.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -347508.625000 Penalty: 2822.924805
	Iteration 105Q: 3 clusters Score -347508.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -347517.562500 Penalty: 2822.924805
	Iteration 106Q: 3 clusters Score -347517.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -347526.437500 Penalty: 2822.924805
	Iteration 107Q: 3 clusters Score -347526.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -347537.531250 Penalty: 2822.924805
	Iteration 108Q: 3 clusters Score -347537.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -347544.781250 Penalty: 2822.924805
	Iteration 109Q: 3 clusters Score -347544.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -347550.625000 Penalty: 2822.924805
	Iteration 110Q: 3 clusters Score -347550.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -347555.875000 Penalty: 2822.924805
	Iteration 111Q: 3 clusters Score -347555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -347559.656250 Penalty: 2822.924805
	Iteration 112Q: 3 clusters Score -347559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -347562.687500 Penalty: 2822.924805
	Iteration 113Q: 3 clusters Score -347562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -347564.093750 Penalty: 2822.924805
	Iteration 114Q: 3 clusters Score -347564.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -347566.375000 Penalty: 2822.924805
	Iteration 115Q: 3 clusters Score -347566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -347568.625000 Penalty: 2822.924805
	Iteration 116Q: 3 clusters Score -347568.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -347573.500000 Penalty: 2822.924805
	Iteration 117Q: 3 clusters Score -347573.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -347576.437500 Penalty: 2822.924805
	Iteration 118Q: 3 clusters Score -347576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -347578.812500 Penalty: 2822.924805
	Iteration 119Q: 3 clusters Score -347578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -347581.437500 Penalty: 2822.924805
	Iteration 120F: 3 clusters Score -347581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -347581.468750 Penalty: 2822.924805
	Iteration 121Q: 3 clusters Score -347581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -347582.406250 Penalty: 2822.924805
	Iteration 122Q: 3 clusters Score -347582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -347584.875000 Penalty: 2822.924805
	Iteration 123Q: 3 clusters Score -347584.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -347587.437500 Penalty: 2822.924805
	Iteration 124Q: 3 clusters Score -347587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -347587.781250 Penalty: 2822.924805
	Iteration 125Q: 3 clusters Score -347587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -347591.562500 Penalty: 2822.924805
	Iteration 126Q: 3 clusters Score -347591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -347594.125000 Penalty: 2822.924805
	Iteration 127Q: 3 clusters Score -347594.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -347597.593750 Penalty: 2822.924805
	Iteration 128Q: 3 clusters Score -347597.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -347599.968750 Penalty: 2822.924805
	Iteration 129Q: 3 clusters Score -347600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -347600.500000 Penalty: 2822.924805
	Iteration 130Q: 3 clusters Score -347600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -347601.437500 Penalty: 2822.924805
	Iteration 131Q: 3 clusters Score -347601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -347603.312500 Penalty: 2822.924805
	Iteration 132Q: 3 clusters Score -347603.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -347605.968750 Penalty: 2822.924805
	Iteration 133Q: 3 clusters Score -347606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -347605.968750 Penalty: 2822.924805
	Iteration 134F: 3 clusters Score -347606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -166217.093750 Penalty: 1297.751831
	Iteration 0F: 2 clusters Score -166217.1 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 1537 members 
Entering Unmasked Estep 
Score: -163576.515625 Penalty: 2595.503662
	Iteration 0F: 3 clusters Score -163576.5 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -164318.984375 Penalty: 2595.503662
	Iteration 1F: 3 clusters Score -164319 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -164494.062500 Penalty: 2595.503662
	Iteration 2F: 3 clusters Score -164494.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -164628.765625 Penalty: 2595.503662
	Iteration 3F: 3 clusters Score -164628.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -164734.734375 Penalty: 2595.503662
	Iteration 4Q: 3 clusters Score -164734.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -164834.953125 Penalty: 2595.503662
	Iteration 5Q: 3 clusters Score -164835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -164933.765625 Penalty: 2595.503662
	Iteration 6Q: 3 clusters Score -164933.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -165026.578125 Penalty: 2595.503662
	Iteration 7Q: 3 clusters Score -165026.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -165121.750000 Penalty: 2595.503662
	Iteration 8Q: 3 clusters Score -165121.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -165250.078125 Penalty: 2595.503662
	Iteration 9Q: 3 clusters Score -165250.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -165377.781250 Penalty: 2595.503662
	Iteration 10Q: 3 clusters Score -165377.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -165522.921875 Penalty: 2595.503662
	Iteration 11Q: 3 clusters Score -165522.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -165675.328125 Penalty: 2595.503662
	Iteration 12Q: 3 clusters Score -165675.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -165801.265625 Penalty: 2595.503662
	Iteration 13Q: 3 clusters Score -165801.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -165879.171875 Penalty: 2595.503662
	Iteration 14Q: 3 clusters Score -165879.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -165921.140625 Penalty: 2595.503662
	Iteration 15Q: 3 clusters Score -165921.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -165954.656250 Penalty: 2595.503662
	Iteration 16Q: 3 clusters Score -165954.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -165972.921875 Penalty: 2595.503662
	Iteration 17Q: 3 clusters Score -165972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -165990.781250 Penalty: 2595.503662
	Iteration 18Q: 3 clusters Score -165990.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -166008.171875 Penalty: 2595.503662
	Iteration 19Q: 3 clusters Score -166008.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -166022.062500 Penalty: 2595.503662
	Iteration 20F: 3 clusters Score -166022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -166027.718750 Penalty: 2595.503662
	Iteration 21Q: 3 clusters Score -166027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166032.421875 Penalty: 2595.503662
	Iteration 22Q: 3 clusters Score -166032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -166035.671875 Penalty: 2595.503662
	Iteration 23Q: 3 clusters Score -166035.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -166038.906250 Penalty: 2595.503662
	Iteration 24Q: 3 clusters Score -166038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -166039.953125 Penalty: 2595.503662
	Iteration 25Q: 3 clusters Score -166040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -166041.546875 Penalty: 2595.503662
	Iteration 26Q: 3 clusters Score -166041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -166043.281250 Penalty: 2595.503662
	Iteration 27Q: 3 clusters Score -166043.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -166047.781250 Penalty: 2595.503662
	Iteration 28Q: 3 clusters Score -166047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -166051.828125 Penalty: 2595.503662
	Iteration 29Q: 3 clusters Score -166051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -166056.281250 Penalty: 2595.503662
	Iteration 30Q: 3 clusters Score -166056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -166058.500000 Penalty: 2595.503662
	Iteration 31Q: 3 clusters Score -166058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -166060.546875 Penalty: 2595.503662
	Iteration 32Q: 3 clusters Score -166060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -166065.062500 Penalty: 2595.503662
	Iteration 33Q: 3 clusters Score -166065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -166071.328125 Penalty: 2595.503662
	Iteration 34Q: 3 clusters Score -166071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -166081.906250 Penalty: 2595.503662
	Iteration 35Q: 3 clusters Score -166081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -166098.703125 Penalty: 2595.503662
	Iteration 36Q: 3 clusters Score -166098.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -166113.125000 Penalty: 2595.503662
	Iteration 37Q: 3 clusters Score -166113.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -166129.656250 Penalty: 2595.503662
	Iteration 38Q: 3 clusters Score -166129.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -166142.625000 Penalty: 2595.503662
	Iteration 39Q: 3 clusters Score -166142.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -166164.156250 Penalty: 2595.503662
	Iteration 40F: 3 clusters Score -166164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -166183.468750 Penalty: 2595.503662
	Iteration 41Q: 3 clusters Score -166183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -166193.625000 Penalty: 2595.503662
	Iteration 42Q: 3 clusters Score -166193.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -166207.390625 Penalty: 2595.503662
	Iteration 43Q: 3 clusters Score -166207.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -166221.296875 Penalty: 2595.503662
	Iteration 44Q: 3 clusters Score -166221.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -166257.937500 Penalty: 2595.503662
	Iteration 45Q: 3 clusters Score -166257.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -166329.640625 Penalty: 2595.503662
	Iteration 46Q: 3 clusters Score -166329.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -166432.937500 Penalty: 2595.503662
	Iteration 47Q: 3 clusters Score -166432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -166485.328125 Penalty: 2595.503662
	Iteration 48Q: 3 clusters Score -166485.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -166505.546875 Penalty: 2595.503662
	Iteration 49Q: 3 clusters Score -166505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166519.906250 Penalty: 2595.503662
	Iteration 50Q: 3 clusters Score -166519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -166524.203125 Penalty: 2595.503662
	Iteration 51Q: 3 clusters Score -166524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -166525.437500 Penalty: 2595.503662
	Iteration 52Q: 3 clusters Score -166525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -166525.437500 Penalty: 2595.503662
	Iteration 53F: 3 clusters Score -166525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 15671 members 
Mstep: Class 8 contains 7557 members 
Mstep: Class 9 contains 2258 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 5015 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 2805 members 
Mstep: Class 16 contains 4867 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13286 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 1293 members 
Mstep: Class 22 contains 9932 members 
Mstep: Class 23 contains 24980 members 
Mstep: Class 24 contains 2333 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 11192 members 
Mstep: Class 27 contains 9164 members 
Mstep: Class 28 contains 1114 members 
Mstep: Class 29 contains 3579 members 
Mstep: Class 30 contains 2807 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 1319 members 
Mstep: Class 34 contains 2244 members 
Mstep: Class 35 contains 3415 members 
Mstep: Class 36 contains 892 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 1739 members 
Mstep: Class 40 contains 23355 members 
Mstep: Class 41 contains 4114 members 
Mstep: Class 42 contains 1201 members 
Entering Unmasked Estep 
Score: -12703585.000000 Penalty: 84375.257812
Splitting cluster 39 changes total score from -12703983.000000 to -12703585.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (23355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Entering Unmasked Estep 
Score: -1361425.125000 Penalty: 1634.516968
	Iteration 0F: 2 clusters Score -1361425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1345609.750000 Penalty: 3269.033936
	Iteration 0F: 3 clusters Score -1345610 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1351572.750000 Penalty: 3269.033936
	Iteration 1F: 3 clusters Score -1351573 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1352137.750000 Penalty: 3269.033936
	Iteration 2F: 3 clusters Score -1352138 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1352866.375000 Penalty: 3269.033936
	Iteration 3F: 3 clusters Score -1352866 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1353872.500000 Penalty: 3269.033936
	Iteration 4F: 3 clusters Score -1353872 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1354997.000000 Penalty: 3269.033936
	Iteration 5F: 3 clusters Score -1354997 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1356027.375000 Penalty: 3269.033936
	Iteration 6F: 3 clusters Score -1356027 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1356725.125000 Penalty: 3269.033936
	Iteration 7F: 3 clusters Score -1356725 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1357127.125000 Penalty: 3269.033936
	Iteration 8Q: 3 clusters Score -1357127 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1357359.750000 Penalty: 3269.033936
	Iteration 9Q: 3 clusters Score -1357360 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1357542.250000 Penalty: 3269.033936
	Iteration 10Q: 3 clusters Score -1357542 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1357722.500000 Penalty: 3269.033936
	Iteration 11Q: 3 clusters Score -1357722 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1357893.125000 Penalty: 3269.033936
	Iteration 12Q: 3 clusters Score -1357893 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1358049.375000 Penalty: 3269.033936
	Iteration 13Q: 3 clusters Score -1358049 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1358208.000000 Penalty: 3269.033936
	Iteration 14Q: 3 clusters Score -1358208 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1358394.375000 Penalty: 3269.033936
	Iteration 15Q: 3 clusters Score -1358394 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -1358570.375000 Penalty: 3269.033936
	Iteration 16Q: 3 clusters Score -1358570 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1358713.250000 Penalty: 3269.033936
	Iteration 17Q: 3 clusters Score -1358713 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -1358861.875000 Penalty: 3269.033936
	Iteration 18Q: 3 clusters Score -1358862 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1359027.250000 Penalty: 3269.033936
	Iteration 19Q: 3 clusters Score -1359027 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -1359179.875000 Penalty: 3269.033936
	Iteration 20F: 3 clusters Score -1359180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -1359333.500000 Penalty: 3269.033936
	Iteration 21Q: 3 clusters Score -1359334 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1359466.750000 Penalty: 3269.033936
	Iteration 22Q: 3 clusters Score -1359467 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -1359609.000000 Penalty: 3269.033936
	Iteration 23Q: 3 clusters Score -1359609 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -1359703.125000 Penalty: 3269.033936
	Iteration 24Q: 3 clusters Score -1359703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1359766.375000 Penalty: 3269.033936
	Iteration 25Q: 3 clusters Score -1359766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -1359808.875000 Penalty: 3269.033936
	Iteration 26Q: 3 clusters Score -1359809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -1359844.250000 Penalty: 3269.033936
	Iteration 27Q: 3 clusters Score -1359844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -1359868.500000 Penalty: 3269.033936
	Iteration 28Q: 3 clusters Score -1359868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -1359903.625000 Penalty: 3269.033936
	Iteration 29Q: 3 clusters Score -1359904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -1359928.750000 Penalty: 3269.033936
	Iteration 30Q: 3 clusters Score -1359929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -1359956.875000 Penalty: 3269.033936
	Iteration 31Q: 3 clusters Score -1359957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -1359971.125000 Penalty: 3269.033936
	Iteration 32Q: 3 clusters Score -1359971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -1359984.875000 Penalty: 3269.033936
	Iteration 33Q: 3 clusters Score -1359985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -1359999.625000 Penalty: 3269.033936
	Iteration 34Q: 3 clusters Score -1360000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -1360011.875000 Penalty: 3269.033936
	Iteration 35Q: 3 clusters Score -1360012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -1360024.750000 Penalty: 3269.033936
	Iteration 36Q: 3 clusters Score -1360025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -1360034.250000 Penalty: 3269.033936
	Iteration 37Q: 3 clusters Score -1360034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -1360038.750000 Penalty: 3269.033936
	Iteration 38Q: 3 clusters Score -1360039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -1360044.625000 Penalty: 3269.033936
	Iteration 39Q: 3 clusters Score -1360045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -1360049.375000 Penalty: 3269.033936
	Iteration 40F: 3 clusters Score -1360049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -1360055.625000 Penalty: 3269.033936
	Iteration 41Q: 3 clusters Score -1360056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -1360056.375000 Penalty: 3269.033936
	Iteration 42Q: 3 clusters Score -1360056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1360056.875000 Penalty: 3269.033936
	Iteration 43Q: 3 clusters Score -1360057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1360057.750000 Penalty: 3269.033936
	Iteration 44Q: 3 clusters Score -1360058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -1360058.875000 Penalty: 3269.033936
	Iteration 45Q: 3 clusters Score -1360059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1360059.375000 Penalty: 3269.033936
	Iteration 46Q: 3 clusters Score -1360059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1360060.625000 Penalty: 3269.033936
	Iteration 47Q: 3 clusters Score -1360061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -1360061.750000 Penalty: 3269.033936
	Iteration 48Q: 3 clusters Score -1360062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -1360063.125000 Penalty: 3269.033936
	Iteration 49Q: 3 clusters Score -1360063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1360064.125000 Penalty: 3269.033936
	Iteration 50Q: 3 clusters Score -1360064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1360066.250000 Penalty: 3269.033936
	Iteration 51Q: 3 clusters Score -1360066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1360066.250000 Penalty: 3269.033936
	Iteration 52F: 3 clusters Score -1360066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -246004.656250 Penalty: 1352.349609
	Iteration 0F: 2 clusters Score -246004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -242574.484375 Penalty: 2704.699219
	Iteration 0F: 3 clusters Score -242574.5 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -243485.250000 Penalty: 2704.699219
	Iteration 1F: 3 clusters Score -243485.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -243648.296875 Penalty: 2704.699219
	Iteration 2F: 3 clusters Score -243648.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -243753.437500 Penalty: 2704.699219
	Iteration 3F: 3 clusters Score -243753.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -243812.312500 Penalty: 2704.699219
	Iteration 4Q: 3 clusters Score -243812.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -243857.578125 Penalty: 2704.699219
	Iteration 5Q: 3 clusters Score -243857.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -243905.781250 Penalty: 2704.699219
	Iteration 6Q: 3 clusters Score -243905.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -243949.593750 Penalty: 2704.699219
	Iteration 7Q: 3 clusters Score -243949.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -243978.531250 Penalty: 2704.699219
	Iteration 8Q: 3 clusters Score -243978.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -244007.359375 Penalty: 2704.699219
	Iteration 9Q: 3 clusters Score -244007.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -244031.218750 Penalty: 2704.699219
	Iteration 10Q: 3 clusters Score -244031.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -244049.046875 Penalty: 2704.699219
	Iteration 11Q: 3 clusters Score -244049 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -244063.578125 Penalty: 2704.699219
	Iteration 12Q: 3 clusters Score -244063.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -244077.546875 Penalty: 2704.699219
	Iteration 13Q: 3 clusters Score -244077.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -244098.250000 Penalty: 2704.699219
	Iteration 14Q: 3 clusters Score -244098.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -244120.625000 Penalty: 2704.699219
	Iteration 15Q: 3 clusters Score -244120.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -244141.859375 Penalty: 2704.699219
	Iteration 16Q: 3 clusters Score -244141.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -244156.843750 Penalty: 2704.699219
	Iteration 17Q: 3 clusters Score -244156.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -244165.609375 Penalty: 2704.699219
	Iteration 18Q: 3 clusters Score -244165.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -244173.671875 Penalty: 2704.699219
	Iteration 19Q: 3 clusters Score -244173.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -244181.687500 Penalty: 2704.699219
	Iteration 20F: 3 clusters Score -244181.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -244188.281250 Penalty: 2704.699219
	Iteration 21Q: 3 clusters Score -244188.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -244194.968750 Penalty: 2704.699219
	Iteration 22Q: 3 clusters Score -244195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -244204.062500 Penalty: 2704.699219
	Iteration 23Q: 3 clusters Score -244204.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -244215.921875 Penalty: 2704.699219
	Iteration 24Q: 3 clusters Score -244215.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -244224.328125 Penalty: 2704.699219
	Iteration 25Q: 3 clusters Score -244224.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -244232.984375 Penalty: 2704.699219
	Iteration 26Q: 3 clusters Score -244233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -244242.375000 Penalty: 2704.699219
	Iteration 27Q: 3 clusters Score -244242.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -244248.546875 Penalty: 2704.699219
	Iteration 28Q: 3 clusters Score -244248.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -244253.671875 Penalty: 2704.699219
	Iteration 29Q: 3 clusters Score -244253.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -244258.468750 Penalty: 2704.699219
	Iteration 30Q: 3 clusters Score -244258.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -244263.359375 Penalty: 2704.699219
	Iteration 31Q: 3 clusters Score -244263.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -244270.468750 Penalty: 2704.699219
	Iteration 32Q: 3 clusters Score -244270.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -244277.078125 Penalty: 2704.699219
	Iteration 33Q: 3 clusters Score -244277.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -244281.875000 Penalty: 2704.699219
	Iteration 34Q: 3 clusters Score -244281.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -244285.328125 Penalty: 2704.699219
	Iteration 35Q: 3 clusters Score -244285.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -244291.140625 Penalty: 2704.699219
	Iteration 36Q: 3 clusters Score -244291.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -244295.265625 Penalty: 2704.699219
	Iteration 37Q: 3 clusters Score -244295.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -244300.578125 Penalty: 2704.699219
	Iteration 38Q: 3 clusters Score -244300.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -244307.937500 Penalty: 2704.699219
	Iteration 39Q: 3 clusters Score -244307.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -244318.890625 Penalty: 2704.699219
	Iteration 40F: 3 clusters Score -244318.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -244330.734375 Penalty: 2704.699219
	Iteration 41Q: 3 clusters Score -244330.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -244344.718750 Penalty: 2704.699219
	Iteration 42Q: 3 clusters Score -244344.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -244357.921875 Penalty: 2704.699219
	Iteration 43Q: 3 clusters Score -244357.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -244373.718750 Penalty: 2704.699219
	Iteration 44Q: 3 clusters Score -244373.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -244387.640625 Penalty: 2704.699219
	Iteration 45Q: 3 clusters Score -244387.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -244400.765625 Penalty: 2704.699219
	Iteration 46Q: 3 clusters Score -244400.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -244414.640625 Penalty: 2704.699219
	Iteration 47Q: 3 clusters Score -244414.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -244431.437500 Penalty: 2704.699219
	Iteration 48Q: 3 clusters Score -244431.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -244448.593750 Penalty: 2704.699219
	Iteration 49Q: 3 clusters Score -244448.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -244461.828125 Penalty: 2704.699219
	Iteration 50Q: 3 clusters Score -244461.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -244470.765625 Penalty: 2704.699219
	Iteration 51Q: 3 clusters Score -244470.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -244476.687500 Penalty: 2704.699219
	Iteration 52Q: 3 clusters Score -244476.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -244481.390625 Penalty: 2704.699219
	Iteration 53Q: 3 clusters Score -244481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -244487.406250 Penalty: 2704.699219
	Iteration 54Q: 3 clusters Score -244487.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -244494.406250 Penalty: 2704.699219
	Iteration 55Q: 3 clusters Score -244494.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -244497.406250 Penalty: 2704.699219
	Iteration 56Q: 3 clusters Score -244497.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -244500.703125 Penalty: 2704.699219
	Iteration 57Q: 3 clusters Score -244500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -244502.328125 Penalty: 2704.699219
	Iteration 58Q: 3 clusters Score -244502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -244503.531250 Penalty: 2704.699219
	Iteration 59Q: 3 clusters Score -244503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -244503.796875 Penalty: 2704.699219
	Iteration 60F: 3 clusters Score -244503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -244504.750000 Penalty: 2704.699219
	Iteration 61Q: 3 clusters Score -244504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -244504.906250 Penalty: 2704.699219
	Iteration 62Q: 3 clusters Score -244504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -244505.921875 Penalty: 2704.699219
	Iteration 63Q: 3 clusters Score -244505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -244505.765625 Penalty: 2704.699219
	Iteration 64Q: 3 clusters Score -244505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -244506.640625 Penalty: 2704.699219
	Iteration 65Q: 3 clusters Score -244506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -244506.828125 Penalty: 2704.699219
	Iteration 66Q: 3 clusters Score -244506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -244506.984375 Penalty: 2704.699219
	Iteration 67Q: 3 clusters Score -244507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -244506.984375 Penalty: 2704.699219
	Iteration 68F: 3 clusters Score -244507 nChanged 0
--- Evaluating fit on full set of 701719 points ---
Entering Unmasked Estep 
Score: -38234196.000000 Penalty: 89685.835938
20->42 Clusters: Score -38234196.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 233906 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 11658 members 
Mstep: Class 4 contains 11537 members 
Mstep: Class 5 contains 11762 members 
Mstep: Class 6 contains 11472 members 
Mstep: Class 7 contains 11608 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 9 contains 11745 members 
Mstep: Class 10 contains 11710 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 11480 members 
Mstep: Class 13 contains 11860 members 
Mstep: Class 14 contains 11733 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 18 contains 11671 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 20 contains 11890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 497.841431 but Gain 2008.933594
Score: -10530525.000000 Penalty: 38169.757812
Iteration 0F: 20 clusters Score -1.053052e+07 nChanged 219621
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 10245 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 11550 members 
Mstep: Class 5 contains 12029 members 
Mstep: Class 6 contains 7628 members 
Mstep: Class 8 contains 10844 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 25189 members 
Mstep: Class 11 contains 7647 members 
Mstep: Class 12 contains 10246 members 
Mstep: Class 13 contains 8432 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 16430 members 
Mstep: Class 17 contains 16134 members 
Mstep: Class 18 contains 15448 members 
Mstep: Class 19 contains 21782 members 
Mstep: Class 20 contains 8380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11631811.000000 Penalty: 38169.757812
Iteration 1F: 20 clusters Score -1.163181e+07 nChanged 94322
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 15375 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 15834 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 32569 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 7259 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 17188 members 
Mstep: Class 17 contains 14888 members 
Mstep: Class 18 contains 9742 members 
Mstep: Class 19 contains 30989 members 
Mstep: Class 20 contains 5675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12030087.000000 Penalty: 38169.757812
Iteration 2F: 20 clusters Score -1.203009e+07 nChanged 70748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3623 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 11678 members 
Mstep: Class 5 contains 22332 members 
Mstep: Class 6 contains 1844 members 
Mstep: Class 8 contains 15732 members 
Mstep: Class 9 contains 7156 members 
Mstep: Class 10 contains 33327 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 3766 members 
Mstep: Class 13 contains 18862 members 
Mstep: Class 14 contains 2569 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 16 contains 18577 members 
Mstep: Class 17 contains 15439 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 39632 members 
Mstep: Class 20 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2002.074219 but Gain 2008.933594
Score: -12282998.000000 Penalty: 36160.824219
Iteration 3F: 19 clusters Score -1.2283e+07 nChanged 44997
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 11687 members 
Mstep: Class 5 contains 28966 members 
Mstep: Class 8 contains 15023 members 
Mstep: Class 9 contains 4933 members 
Mstep: Class 10 contains 35027 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 21460 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 16589 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 19 contains 41617 members 
Mstep: Class 20 contains 3617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12415171.000000 Penalty: 36160.824219
Iteration 4F: 19 clusters Score -1.241517e+07 nChanged 27703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 13720 members 
Mstep: Class 5 contains 28607 members 
Mstep: Class 8 contains 13458 members 
Mstep: Class 9 contains 3786 members 
Mstep: Class 10 contains 37887 members 
Mstep: Class 11 contains 6689 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 19666 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 8265 members 
Mstep: Class 19 contains 39357 members 
Mstep: Class 20 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12467579.000000 Penalty: 36160.824219
Iteration 5F: 19 clusters Score -1.246758e+07 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 15060 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 8 contains 12087 members 
Mstep: Class 9 contains 3197 members 
Mstep: Class 10 contains 40114 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 19085 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 1505 members 
Mstep: Class 16 contains 22045 members 
Mstep: Class 17 contains 17857 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 36179 members 
Mstep: Class 20 contains 3640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12496187.000000 Penalty: 36160.824219
Iteration 6F: 19 clusters Score -1.249619e+07 nChanged 16990
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 15877 members 
Mstep: Class 5 contains 22822 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 41908 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 19115 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 24566 members 
Mstep: Class 17 contains 17784 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 33195 members 
Mstep: Class 20 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12518970.000000 Penalty: 36160.824219
Iteration 7F: 19 clusters Score -1.251897e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 16541 members 
Mstep: Class 5 contains 20544 members 
Mstep: Class 8 contains 9508 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 42929 members 
Mstep: Class 11 contains 6607 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 18920 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 17433 members 
Mstep: Class 18 contains 13412 members 
Mstep: Class 19 contains 31201 members 
Mstep: Class 20 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12536692.000000 Penalty: 36160.824219
Iteration 8F: 19 clusters Score -1.253669e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 17086 members 
Mstep: Class 5 contains 19406 members 
Mstep: Class 8 contains 8506 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 42709 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 18501 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 27510 members 
Mstep: Class 17 contains 17023 members 
Mstep: Class 18 contains 14120 members 
Mstep: Class 19 contains 29820 members 
Mstep: Class 20 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12547903.000000 Penalty: 36160.824219
Iteration 9Q: 19 clusters Score -1.25479e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 17560 members 
Mstep: Class 5 contains 18923 members 
Mstep: Class 8 contains 7770 members 
Mstep: Class 9 contains 4019 members 
Mstep: Class 10 contains 41949 members 
Mstep: Class 11 contains 6757 members 
Mstep: Class 12 contains 4072 members 
Mstep: Class 13 contains 18062 members 
Mstep: Class 14 contains 1531 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 27903 members 
Mstep: Class 17 contains 16688 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 28591 members 
Mstep: Class 20 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12555793.000000 Penalty: 36160.824219
Iteration 10Q: 19 clusters Score -1.255579e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 18692 members 
Mstep: Class 8 contains 7176 members 
Mstep: Class 9 contains 4355 members 
Mstep: Class 10 contains 41023 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 4752 members 
Mstep: Class 13 contains 17619 members 
Mstep: Class 14 contains 1532 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 28023 members 
Mstep: Class 17 contains 16432 members 
Mstep: Class 18 contains 14475 members 
Mstep: Class 19 contains 27289 members 
Mstep: Class 20 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 19 clusters Score -1.256347e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 11639 members 
Mstep: Class 4 contains 18369 members 
Mstep: Class 5 contains 18553 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 4653 members 
Mstep: Class 10 contains 40014 members 
Mstep: Class 11 contains 7033 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 17272 members 
Mstep: Class 14 contains 1535 members 
Mstep: Class 15 contains 1207 members 
Mstep: Class 16 contains 27920 members 
Mstep: Class 17 contains 16171 members 
Mstep: Class 18 contains 14454 members 
Mstep: Class 19 contains 25844 members 
Mstep: Class 20 contains 2707 members 
Entering Unmasked Estep 
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Iteration 12Q: 19 clusters Score -1.257211e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 13663 members 
Mstep: Class 4 contains 18770 members 
Mstep: Class 5 contains 18484 members 
Mstep: Class 8 contains 6335 members 
Mstep: Class 9 contains 4911 members 
Mstep: Class 10 contains 39183 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 16998 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 27646 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 14219 members 
Mstep: Class 19 contains 24949 members 
Mstep: Class 20 contains 2538 members 
Entering Unmasked Estep 
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Iteration 13Q: 19 clusters Score -1.258099e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 15073 members 
Mstep: Class 4 contains 19120 members 
Mstep: Class 5 contains 18435 members 
Mstep: Class 8 contains 6433 members 
Mstep: Class 9 contains 5060 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 16762 members 
Mstep: Class 14 contains 1516 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 27341 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 13769 members 
Mstep: Class 19 contains 24584 members 
Mstep: Class 20 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 19 clusters Score -1.258721e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 16129 members 
Mstep: Class 4 contains 19436 members 
Mstep: Class 5 contains 18417 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 38109 members 
Mstep: Class 11 contains 7067 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 16555 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 27018 members 
Mstep: Class 17 contains 15467 members 
Mstep: Class 18 contains 13286 members 
Mstep: Class 19 contains 24426 members 
Mstep: Class 20 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 19 clusters Score -1.258981e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 16883 members 
Mstep: Class 4 contains 19651 members 
Mstep: Class 5 contains 18437 members 
Mstep: Class 8 contains 6892 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 37818 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 6023 members 
Mstep: Class 13 contains 16391 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 26744 members 
Mstep: Class 17 contains 15322 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 24410 members 
Mstep: Class 20 contains 2475 members 
Entering Unmasked Estep 
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Iteration 16Q: 19 clusters Score -1.259182e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 17397 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 8 contains 7061 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 6812 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 16248 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 26499 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 12505 members 
Mstep: Class 19 contains 24460 members 
Mstep: Class 20 contains 2479 members 
Entering Unmasked Estep 
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Iteration 17Q: 19 clusters Score -1.259332e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 17737 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 18463 members 
Mstep: Class 8 contains 7178 members 
Mstep: Class 9 contains 5609 members 
Mstep: Class 10 contains 37559 members 
Mstep: Class 11 contains 6682 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 26283 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 24553 members 
Mstep: Class 20 contains 2480 members 
Entering Unmasked Estep 
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Iteration 18Q: 19 clusters Score -1.259442e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 17968 members 
Mstep: Class 4 contains 20169 members 
Mstep: Class 5 contains 18489 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 5743 members 
Mstep: Class 10 contains 37512 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 16053 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 1208 members 
Mstep: Class 16 contains 26101 members 
Mstep: Class 17 contains 15079 members 
Mstep: Class 18 contains 11952 members 
Mstep: Class 19 contains 24656 members 
Mstep: Class 20 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12595475.000000 Penalty: 36160.824219
Iteration 19Q: 19 clusters Score -1.259548e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 18142 members 
Mstep: Class 4 contains 20265 members 
Mstep: Class 5 contains 18478 members 
Mstep: Class 8 contains 7319 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 37461 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 15986 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 25949 members 
Mstep: Class 17 contains 15050 members 
Mstep: Class 18 contains 11743 members 
Mstep: Class 19 contains 24776 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 19 clusters Score -1.259868e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2679 members 
Mstep: Class 3 contains 19856 members 
Mstep: Class 4 contains 20330 members 
Mstep: Class 5 contains 18446 members 
Mstep: Class 8 contains 7351 members 
Mstep: Class 9 contains 6055 members 
Mstep: Class 10 contains 36257 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 15924 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 25829 members 
Mstep: Class 17 contains 15037 members 
Mstep: Class 18 contains 11558 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 2389 members 
Entering Unmasked Estep 
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Iteration 21Q: 19 clusters Score -1.260116e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 20385 members 
Mstep: Class 5 contains 18390 members 
Mstep: Class 8 contains 7380 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 35137 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 25736 members 
Mstep: Class 17 contains 15028 members 
Mstep: Class 18 contains 11353 members 
Mstep: Class 19 contains 24535 members 
Mstep: Class 20 contains 2345 members 
Entering Unmasked Estep 
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Iteration 22Q: 19 clusters Score -1.260281e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 22521 members 
Mstep: Class 4 contains 20451 members 
Mstep: Class 5 contains 18357 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 33946 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 1495 members 
Mstep: Class 15 contains 1207 members 
Mstep: Class 16 contains 25657 members 
Mstep: Class 17 contains 14981 members 
Mstep: Class 18 contains 11156 members 
Mstep: Class 19 contains 24695 members 
Mstep: Class 20 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 23Q: 19 clusters Score -1.260463e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 23972 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 18348 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 32556 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 15833 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 25605 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 19 contains 24908 members 
Mstep: Class 20 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12607160.000000 Penalty: 36160.824219
Iteration 24Q: 19 clusters Score -1.260716e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 25568 members 
Mstep: Class 4 contains 20541 members 
Mstep: Class 5 contains 18340 members 
Mstep: Class 8 contains 7439 members 
Mstep: Class 9 contains 6058 members 
Mstep: Class 10 contains 31008 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 15818 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 25568 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 10798 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 25Q: 19 clusters Score -1.260992e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2792 members 
Mstep: Class 3 contains 26650 members 
Mstep: Class 4 contains 20593 members 
Mstep: Class 5 contains 18345 members 
Mstep: Class 8 contains 7443 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 29973 members 
Mstep: Class 11 contains 6515 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 25533 members 
Mstep: Class 17 contains 14897 members 
Mstep: Class 18 contains 10629 members 
Mstep: Class 19 contains 25298 members 
Mstep: Class 20 contains 2194 members 
Entering Unmasked Estep 
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Iteration 26Q: 19 clusters Score -1.261148e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 20653 members 
Mstep: Class 5 contains 18340 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 29497 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 1481 members 
Mstep: Class 15 contains 1208 members 
Mstep: Class 16 contains 25493 members 
Mstep: Class 17 contains 14886 members 
Mstep: Class 18 contains 10471 members 
Mstep: Class 19 contains 25501 members 
Mstep: Class 20 contains 2174 members 
Entering Unmasked Estep 
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Iteration 27Q: 19 clusters Score -1.261218e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 27386 members 
Mstep: Class 4 contains 20712 members 
Mstep: Class 5 contains 18362 members 
Mstep: Class 8 contains 7448 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 29282 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 25460 members 
Mstep: Class 17 contains 14859 members 
Mstep: Class 18 contains 10310 members 
Mstep: Class 19 contains 25703 members 
Mstep: Class 20 contains 2162 members 
Entering Unmasked Estep 
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Iteration 28Q: 19 clusters Score -1.261261e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2842 members 
Mstep: Class 3 contains 27484 members 
Mstep: Class 4 contains 20750 members 
Mstep: Class 5 contains 18380 members 
Mstep: Class 8 contains 7449 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 5866 members 
Mstep: Class 13 contains 15781 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 25427 members 
Mstep: Class 17 contains 14848 members 
Mstep: Class 18 contains 10154 members 
Mstep: Class 19 contains 25900 members 
Mstep: Class 20 contains 2146 members 
Entering Unmasked Estep 
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Iteration 29Q: 19 clusters Score -1.26129e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 27539 members 
Mstep: Class 4 contains 20776 members 
Mstep: Class 5 contains 18411 members 
Mstep: Class 8 contains 7445 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 29143 members 
Mstep: Class 11 contains 6536 members 
Mstep: Class 12 contains 5841 members 
Mstep: Class 13 contains 15765 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 25407 members 
Mstep: Class 17 contains 14850 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 2137 members 
Entering Unmasked Estep 
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Iteration 30Q: 19 clusters Score -1.261324e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 27562 members 
Mstep: Class 4 contains 20805 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 8 contains 7441 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 29122 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 15749 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 25392 members 
Mstep: Class 17 contains 14842 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 26222 members 
Mstep: Class 20 contains 2123 members 
Entering Unmasked Estep 
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Iteration 31Q: 19 clusters Score -1.261341e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 27579 members 
Mstep: Class 4 contains 20837 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 9 contains 5608 members 
Mstep: Class 10 contains 29117 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 14805 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 2118 members 
Entering Unmasked Estep 
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Iteration 32Q: 19 clusters Score -1.261364e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 27589 members 
Mstep: Class 4 contains 20854 members 
Mstep: Class 5 contains 18488 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 29113 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 15699 members 
Mstep: Class 14 contains 1514 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 25367 members 
Mstep: Class 17 contains 14779 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 26474 members 
Mstep: Class 20 contains 2113 members 
Entering Unmasked Estep 
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Iteration 33Q: 19 clusters Score -1.261378e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 27597 members 
Mstep: Class 4 contains 20881 members 
Mstep: Class 5 contains 18525 members 
Mstep: Class 8 contains 7446 members 
Mstep: Class 9 contains 5534 members 
Mstep: Class 10 contains 29115 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 5785 members 
Mstep: Class 13 contains 15658 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 25351 members 
Mstep: Class 17 contains 14754 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 26582 members 
Mstep: Class 20 contains 2113 members 
Entering Unmasked Estep 
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Iteration 34Q: 19 clusters Score -1.261387e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 3 contains 27602 members 
Mstep: Class 4 contains 20914 members 
Mstep: Class 5 contains 18559 members 
Mstep: Class 8 contains 7445 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 29114 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 5776 members 
Mstep: Class 13 contains 15617 members 
Mstep: Class 14 contains 1509 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 25333 members 
Mstep: Class 17 contains 14739 members 
Mstep: Class 18 contains 9504 members 
Mstep: Class 19 contains 26645 members 
Mstep: Class 20 contains 2108 members 
Entering Unmasked Estep 
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Iteration 35Q: 19 clusters Score -1.261396e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 20930 members 
Mstep: Class 5 contains 18582 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6407 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 15586 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 25314 members 
Mstep: Class 17 contains 14739 members 
Mstep: Class 18 contains 9460 members 
Mstep: Class 19 contains 26695 members 
Mstep: Class 20 contains 2100 members 
Entering Unmasked Estep 
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Iteration 36Q: 19 clusters Score -1.261407e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 27604 members 
Mstep: Class 4 contains 20940 members 
Mstep: Class 5 contains 18590 members 
Mstep: Class 8 contains 7433 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 29118 members 
Mstep: Class 11 contains 6355 members 
Mstep: Class 12 contains 5764 members 
Mstep: Class 13 contains 15556 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 25298 members 
Mstep: Class 17 contains 14761 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 26729 members 
Mstep: Class 20 contains 2099 members 
Entering Unmasked Estep 
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Iteration 37Q: 19 clusters Score -1.261418e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 27605 members 
Mstep: Class 4 contains 20953 members 
Mstep: Class 5 contains 18600 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 5458 members 
Mstep: Class 10 contains 29117 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 5760 members 
Mstep: Class 13 contains 15533 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 25297 members 
Mstep: Class 17 contains 14781 members 
Mstep: Class 18 contains 9400 members 
Mstep: Class 19 contains 26758 members 
Mstep: Class 20 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12614343.000000 Penalty: 36160.824219
Iteration 38Q: 19 clusters Score -1.261434e+07 nChanged 340
Entering ConstructFrom: 
Score: -12614343.000000 Penalty: 36160.824219
Entering ConstructFrom: 
Trying to split cluster 1 (12597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Entering Unmasked Estep 
Score: -745887.812500 Penalty: 1534.197266
	Iteration 0F: 2 clusters Score -745887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -737197.250000 Penalty: 3068.394531
	Iteration 0F: 3 clusters Score -737197.2 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -740346.687500 Penalty: 3068.394531
	Iteration 1F: 3 clusters Score -740346.7 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -740978.250000 Penalty: 3068.394531
	Iteration 2F: 3 clusters Score -740978.2 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -741916.375000 Penalty: 3068.394531
	Iteration 3F: 3 clusters Score -741916.4 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -743108.187500 Penalty: 3068.394531
	Iteration 4F: 3 clusters Score -743108.2 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -744183.500000 Penalty: 3068.394531
	Iteration 5F: 3 clusters Score -744183.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -744892.250000 Penalty: 3068.394531
	Iteration 6F: 3 clusters Score -744892.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -745295.187500 Penalty: 3068.394531
	Iteration 7Q: 3 clusters Score -745295.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -745525.562500 Penalty: 3068.394531
	Iteration 8Q: 3 clusters Score -745525.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -745671.250000 Penalty: 3068.394531
	Iteration 9Q: 3 clusters Score -745671.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -745765.750000 Penalty: 3068.394531
	Iteration 10Q: 3 clusters Score -745765.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -745831.312500 Penalty: 3068.394531
	Iteration 11Q: 3 clusters Score -745831.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -745885.625000 Penalty: 3068.394531
	Iteration 12Q: 3 clusters Score -745885.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -745921.375000 Penalty: 3068.394531
	Iteration 13Q: 3 clusters Score -745921.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -745952.687500 Penalty: 3068.394531
	Iteration 14Q: 3 clusters Score -745952.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -745970.750000 Penalty: 3068.394531
	Iteration 15Q: 3 clusters Score -745970.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -745988.687500 Penalty: 3068.394531
	Iteration 16Q: 3 clusters Score -745988.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -746001.750000 Penalty: 3068.394531
	Iteration 17Q: 3 clusters Score -746001.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -746017.562500 Penalty: 3068.394531
	Iteration 18Q: 3 clusters Score -746017.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -746027.375000 Penalty: 3068.394531
	Iteration 19Q: 3 clusters Score -746027.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -746034.625000 Penalty: 3068.394531
	Iteration 20F: 3 clusters Score -746034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -746040.750000 Penalty: 3068.394531
	Iteration 21Q: 3 clusters Score -746040.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -746046.375000 Penalty: 3068.394531
	Iteration 22Q: 3 clusters Score -746046.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -746048.375000 Penalty: 3068.394531
	Iteration 23Q: 3 clusters Score -746048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -746048.250000 Penalty: 3068.394531
	Iteration 24Q: 3 clusters Score -746048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -746052.062500 Penalty: 3068.394531
	Iteration 25Q: 3 clusters Score -746052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -746051.500000 Penalty: 3068.394531
	Iteration 26Q: 3 clusters Score -746051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -746051.500000 Penalty: 3068.394531
	Iteration 27F: 3 clusters Score -746051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 20970 members 
Mstep: Class 5 contains 18603 members 
Mstep: Class 6 contains 11273 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Entering Unmasked Estep 
Score: -12614152.000000 Penalty: 38169.757812
Splitting cluster 1 changes total score from -12614343.000000 to -12614152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -175078.859375 Penalty: 1310.656616
	Iteration 0F: 2 clusters Score -175078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -172212.796875 Penalty: 2621.313232
	Iteration 0F: 3 clusters Score -172212.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -173081.796875 Penalty: 2621.313232
	Iteration 1F: 3 clusters Score -173081.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -173538.343750 Penalty: 2621.313232
	Iteration 2F: 3 clusters Score -173538.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -174128.281250 Penalty: 2621.313232
	Iteration 3F: 3 clusters Score -174128.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -174711.109375 Penalty: 2621.313232
	Iteration 4F: 3 clusters Score -174711.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -175068.625000 Penalty: 2621.313232
	Iteration 5F: 3 clusters Score -175068.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -175215.937500 Penalty: 2621.313232
	Iteration 6Q: 3 clusters Score -175215.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -175279.968750 Penalty: 2621.313232
	Iteration 7Q: 3 clusters Score -175280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -175306.703125 Penalty: 2621.313232
	Iteration 8Q: 3 clusters Score -175306.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -175322.609375 Penalty: 2621.313232
	Iteration 9Q: 3 clusters Score -175322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -175335.203125 Penalty: 2621.313232
	Iteration 10Q: 3 clusters Score -175335.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -175342.062500 Penalty: 2621.313232
	Iteration 11Q: 3 clusters Score -175342.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -175346.953125 Penalty: 2621.313232
	Iteration 12Q: 3 clusters Score -175347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -175355.250000 Penalty: 2621.313232
	Iteration 13Q: 3 clusters Score -175355.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -175369.937500 Penalty: 2621.313232
	Iteration 14Q: 3 clusters Score -175369.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -175380.859375 Penalty: 2621.313232
	Iteration 15Q: 3 clusters Score -175380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -175388.062500 Penalty: 2621.313232
	Iteration 16Q: 3 clusters Score -175388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -175395.750000 Penalty: 2621.313232
	Iteration 17Q: 3 clusters Score -175395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -175403.828125 Penalty: 2621.313232
	Iteration 18Q: 3 clusters Score -175403.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -175410.812500 Penalty: 2621.313232
	Iteration 19Q: 3 clusters Score -175410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -175414.312500 Penalty: 2621.313232
	Iteration 20F: 3 clusters Score -175414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -175416.171875 Penalty: 2621.313232
	Iteration 21Q: 3 clusters Score -175416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -175419.093750 Penalty: 2621.313232
	Iteration 22Q: 3 clusters Score -175419.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -175420.343750 Penalty: 2621.313232
	Iteration 23Q: 3 clusters Score -175420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -175422.187500 Penalty: 2621.313232
	Iteration 24Q: 3 clusters Score -175422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -175423.765625 Penalty: 2621.313232
	Iteration 25Q: 3 clusters Score -175423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -175424.562500 Penalty: 2621.313232
	Iteration 26Q: 3 clusters Score -175424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -175426.515625 Penalty: 2621.313232
	Iteration 27Q: 3 clusters Score -175426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -175428.750000 Penalty: 2621.313232
	Iteration 28Q: 3 clusters Score -175428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -175431.312500 Penalty: 2621.313232
	Iteration 29Q: 3 clusters Score -175431.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -175437.390625 Penalty: 2621.313232
	Iteration 30Q: 3 clusters Score -175437.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -175440.750000 Penalty: 2621.313232
	Iteration 31Q: 3 clusters Score -175440.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -175443.156250 Penalty: 2621.313232
	Iteration 32Q: 3 clusters Score -175443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -175444.859375 Penalty: 2621.313232
	Iteration 33Q: 3 clusters Score -175444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -175446.656250 Penalty: 2621.313232
	Iteration 34Q: 3 clusters Score -175446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -175448.609375 Penalty: 2621.313232
	Iteration 35Q: 3 clusters Score -175448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -175451.500000 Penalty: 2621.313232
	Iteration 36Q: 3 clusters Score -175451.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -175453.500000 Penalty: 2621.313232
	Iteration 37Q: 3 clusters Score -175453.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -175457.375000 Penalty: 2621.313232
	Iteration 38Q: 3 clusters Score -175457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -175463.515625 Penalty: 2621.313232
	Iteration 39Q: 3 clusters Score -175463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -175468.312500 Penalty: 2621.313232
	Iteration 40F: 3 clusters Score -175468.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -175474.390625 Penalty: 2621.313232
	Iteration 41Q: 3 clusters Score -175474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -175481.359375 Penalty: 2621.313232
	Iteration 42Q: 3 clusters Score -175481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -175491.484375 Penalty: 2621.313232
	Iteration 43Q: 3 clusters Score -175491.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -175505.234375 Penalty: 2621.313232
	Iteration 44Q: 3 clusters Score -175505.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -175528.937500 Penalty: 2621.313232
	Iteration 45Q: 3 clusters Score -175528.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -175545.343750 Penalty: 2621.313232
	Iteration 46Q: 3 clusters Score -175545.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -175552.906250 Penalty: 2621.313232
	Iteration 47Q: 3 clusters Score -175552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -175558.031250 Penalty: 2621.313232
	Iteration 48Q: 3 clusters Score -175558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -175564.750000 Penalty: 2621.313232
	Iteration 49Q: 3 clusters Score -175564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -175569.453125 Penalty: 2621.313232
	Iteration 50Q: 3 clusters Score -175569.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -175576.406250 Penalty: 2621.313232
	Iteration 51Q: 3 clusters Score -175576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -175581.281250 Penalty: 2621.313232
	Iteration 52Q: 3 clusters Score -175581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -175583.937500 Penalty: 2621.313232
	Iteration 53Q: 3 clusters Score -175583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -175589.515625 Penalty: 2621.313232
	Iteration 54Q: 3 clusters Score -175589.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -175599.375000 Penalty: 2621.313232
	Iteration 55Q: 3 clusters Score -175599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -175605.875000 Penalty: 2621.313232
	Iteration 56Q: 3 clusters Score -175605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -175621.437500 Penalty: 2621.313232
	Iteration 57Q: 3 clusters Score -175621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -175632.812500 Penalty: 2621.313232
	Iteration 58Q: 3 clusters Score -175632.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -175647.187500 Penalty: 2621.313232
	Iteration 59Q: 3 clusters Score -175647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -175681.093750 Penalty: 2621.313232
	Iteration 60F: 3 clusters Score -175681.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -175746.265625 Penalty: 2621.313232
	Iteration 61Q: 3 clusters Score -175746.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -175806.562500 Penalty: 2621.313232
	Iteration 62Q: 3 clusters Score -175806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -175829.906250 Penalty: 2621.313232
	Iteration 63Q: 3 clusters Score -175829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -175835.109375 Penalty: 2621.313232
	Iteration 64Q: 3 clusters Score -175835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -175835.109375 Penalty: 2621.313232
	Iteration 65F: 3 clusters Score -175835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 20970 members 
Mstep: Class 5 contains 18603 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Entering Unmasked Estep 
Score: -12614499.000000 Penalty: 38169.757812
Splitting cluster 2 changes total score from -12614343.000000 to -12614499.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (27607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Entering Unmasked Estep 
Score: -1606641.750000 Penalty: 1661.696411
	Iteration 0F: 2 clusters Score -1606642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1588108.750000 Penalty: 3323.392822
	Iteration 0F: 3 clusters Score -1588109 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1595417.500000 Penalty: 3323.392822
	Iteration 1F: 3 clusters Score -1595418 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1596185.750000 Penalty: 3323.392822
	Iteration 2F: 3 clusters Score -1596186 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1597091.250000 Penalty: 3323.392822
	Iteration 3F: 3 clusters Score -1597091 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1598126.750000 Penalty: 3323.392822
	Iteration 4F: 3 clusters Score -1598127 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1599549.250000 Penalty: 3323.392822
	Iteration 5F: 3 clusters Score -1599549 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1601332.625000 Penalty: 3323.392822
	Iteration 6F: 3 clusters Score -1601333 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1603060.250000 Penalty: 3323.392822
	Iteration 7F: 3 clusters Score -1603060 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1604110.000000 Penalty: 3323.392822
	Iteration 8Q: 3 clusters Score -1604110 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1604592.750000 Penalty: 3323.392822
	Iteration 9Q: 3 clusters Score -1604593 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1604838.375000 Penalty: 3323.392822
	Iteration 10Q: 3 clusters Score -1604838 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1604967.750000 Penalty: 3323.392822
	Iteration 11Q: 3 clusters Score -1604968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1605044.250000 Penalty: 3323.392822
	Iteration 12Q: 3 clusters Score -1605044 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1605094.875000 Penalty: 3323.392822
	Iteration 13Q: 3 clusters Score -1605095 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1605130.250000 Penalty: 3323.392822
	Iteration 14Q: 3 clusters Score -1605130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1605178.750000 Penalty: 3323.392822
	Iteration 15Q: 3 clusters Score -1605179 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1605214.750000 Penalty: 3323.392822
	Iteration 16Q: 3 clusters Score -1605215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1605252.500000 Penalty: 3323.392822
	Iteration 17Q: 3 clusters Score -1605252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1605282.000000 Penalty: 3323.392822
	Iteration 18Q: 3 clusters Score -1605282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1605317.000000 Penalty: 3323.392822
	Iteration 19Q: 3 clusters Score -1605317 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1605366.500000 Penalty: 3323.392822
	Iteration 20F: 3 clusters Score -1605366 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1605408.750000 Penalty: 3323.392822
	Iteration 21Q: 3 clusters Score -1605409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1605448.625000 Penalty: 3323.392822
	Iteration 22Q: 3 clusters Score -1605449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1605478.250000 Penalty: 3323.392822
	Iteration 23Q: 3 clusters Score -1605478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1605518.250000 Penalty: 3323.392822
	Iteration 24Q: 3 clusters Score -1605518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1605553.125000 Penalty: 3323.392822
	Iteration 25Q: 3 clusters Score -1605553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1605588.500000 Penalty: 3323.392822
	Iteration 26Q: 3 clusters Score -1605588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1605653.125000 Penalty: 3323.392822
	Iteration 27Q: 3 clusters Score -1605653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1605741.125000 Penalty: 3323.392822
	Iteration 28Q: 3 clusters Score -1605741 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1605814.500000 Penalty: 3323.392822
	Iteration 29Q: 3 clusters Score -1605814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1605863.000000 Penalty: 3323.392822
	Iteration 30Q: 3 clusters Score -1605863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1605904.875000 Penalty: 3323.392822
	Iteration 31Q: 3 clusters Score -1605905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1605942.125000 Penalty: 3323.392822
	Iteration 32Q: 3 clusters Score -1605942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1605987.125000 Penalty: 3323.392822
	Iteration 33Q: 3 clusters Score -1605987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1606027.625000 Penalty: 3323.392822
	Iteration 34Q: 3 clusters Score -1606028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1606050.125000 Penalty: 3323.392822
	Iteration 35Q: 3 clusters Score -1606050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1606065.875000 Penalty: 3323.392822
	Iteration 36Q: 3 clusters Score -1606066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1606082.000000 Penalty: 3323.392822
	Iteration 37Q: 3 clusters Score -1606082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1606100.125000 Penalty: 3323.392822
	Iteration 38Q: 3 clusters Score -1606100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1606108.250000 Penalty: 3323.392822
	Iteration 39Q: 3 clusters Score -1606108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1606112.500000 Penalty: 3323.392822
	Iteration 40F: 3 clusters Score -1606112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1606115.625000 Penalty: 3323.392822
	Iteration 41Q: 3 clusters Score -1606116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1606120.625000 Penalty: 3323.392822
	Iteration 42Q: 3 clusters Score -1606121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1606134.000000 Penalty: 3323.392822
	Iteration 43Q: 3 clusters Score -1606134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1606140.125000 Penalty: 3323.392822
	Iteration 44Q: 3 clusters Score -1606140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1606144.875000 Penalty: 3323.392822
	Iteration 45Q: 3 clusters Score -1606145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1606149.250000 Penalty: 3323.392822
	Iteration 46Q: 3 clusters Score -1606149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1606153.125000 Penalty: 3323.392822
	Iteration 47Q: 3 clusters Score -1606153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1606156.625000 Penalty: 3323.392822
	Iteration 48Q: 3 clusters Score -1606157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1606162.750000 Penalty: 3323.392822
	Iteration 49Q: 3 clusters Score -1606163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1606160.250000 Penalty: 3323.392822
	Iteration 50Q: 3 clusters Score -1606160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1606168.250000 Penalty: 3323.392822
	Iteration 51Q: 3 clusters Score -1606168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1606181.625000 Penalty: 3323.392822
	Iteration 52Q: 3 clusters Score -1606182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1606188.250000 Penalty: 3323.392822
	Iteration 53Q: 3 clusters Score -1606188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1606196.250000 Penalty: 3323.392822
	Iteration 54Q: 3 clusters Score -1606196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1606200.000000 Penalty: 3323.392822
	Iteration 55Q: 3 clusters Score -1606200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1606201.500000 Penalty: 3323.392822
	Iteration 56Q: 3 clusters Score -1606202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1606206.125000 Penalty: 3323.392822
	Iteration 57Q: 3 clusters Score -1606206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1606203.875000 Penalty: 3323.392822
	Iteration 58Q: 3 clusters Score -1606204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1606205.250000 Penalty: 3323.392822
	Iteration 59Q: 3 clusters Score -1606205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1606203.250000 Penalty: 3323.392822
	Iteration 60F: 3 clusters Score -1606203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1606207.000000 Penalty: 3323.392822
	Iteration 61Q: 3 clusters Score -1606207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1606206.750000 Penalty: 3323.392822
	Iteration 62Q: 3 clusters Score -1606207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1606204.625000 Penalty: 3323.392822
	Iteration 63Q: 3 clusters Score -1606205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1606207.000000 Penalty: 3323.392822
	Iteration 64Q: 3 clusters Score -1606207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1606207.625000 Penalty: 3323.392822
	Iteration 65Q: 3 clusters Score -1606208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1606209.125000 Penalty: 3323.392822
	Iteration 66Q: 3 clusters Score -1606209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1606209.250000 Penalty: 3323.392822
	Iteration 67Q: 3 clusters Score -1606209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1606209.375000 Penalty: 3323.392822
	Iteration 68Q: 3 clusters Score -1606209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1606209.375000 Penalty: 3323.392822
	Iteration 69F: 3 clusters Score -1606209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -1198183.625000 Penalty: 1617.012939
	Iteration 0F: 2 clusters Score -1198184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1183985.125000 Penalty: 3234.025879
	Iteration 0F: 3 clusters Score -1183985 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1189634.750000 Penalty: 3234.025879
	Iteration 1F: 3 clusters Score -1189635 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1190618.125000 Penalty: 3234.025879
	Iteration 2F: 3 clusters Score -1190618 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1191701.500000 Penalty: 3234.025879
	Iteration 3F: 3 clusters Score -1191702 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1192839.000000 Penalty: 3234.025879
	Iteration 4F: 3 clusters Score -1192839 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1194044.750000 Penalty: 3234.025879
	Iteration 5F: 3 clusters Score -1194045 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1195204.625000 Penalty: 3234.025879
	Iteration 6F: 3 clusters Score -1195205 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1196166.750000 Penalty: 3234.025879
	Iteration 7F: 3 clusters Score -1196167 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1196930.125000 Penalty: 3234.025879
	Iteration 8Q: 3 clusters Score -1196930 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1197374.750000 Penalty: 3234.025879
	Iteration 9Q: 3 clusters Score -1197375 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1197629.625000 Penalty: 3234.025879
	Iteration 10Q: 3 clusters Score -1197630 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1197803.875000 Penalty: 3234.025879
	Iteration 11Q: 3 clusters Score -1197804 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1197937.500000 Penalty: 3234.025879
	Iteration 12Q: 3 clusters Score -1197938 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1198039.500000 Penalty: 3234.025879
	Iteration 13Q: 3 clusters Score -1198040 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1198124.875000 Penalty: 3234.025879
	Iteration 14Q: 3 clusters Score -1198125 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1198196.250000 Penalty: 3234.025879
	Iteration 15Q: 3 clusters Score -1198196 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1198237.125000 Penalty: 3234.025879
	Iteration 16Q: 3 clusters Score -1198237 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1198261.125000 Penalty: 3234.025879
	Iteration 17Q: 3 clusters Score -1198261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1198279.125000 Penalty: 3234.025879
	Iteration 18Q: 3 clusters Score -1198279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1198290.500000 Penalty: 3234.025879
	Iteration 19Q: 3 clusters Score -1198290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1198306.375000 Penalty: 3234.025879
	Iteration 20F: 3 clusters Score -1198306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1198316.875000 Penalty: 3234.025879
	Iteration 21Q: 3 clusters Score -1198317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1198325.500000 Penalty: 3234.025879
	Iteration 22Q: 3 clusters Score -1198326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1198339.875000 Penalty: 3234.025879
	Iteration 23Q: 3 clusters Score -1198340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1198349.125000 Penalty: 3234.025879
	Iteration 24Q: 3 clusters Score -1198349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1198346.750000 Penalty: 3234.025879
	Iteration 25Q: 3 clusters Score -1198347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1198352.250000 Penalty: 3234.025879
	Iteration 26Q: 3 clusters Score -1198352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1198351.875000 Penalty: 3234.025879
	Iteration 27Q: 3 clusters Score -1198352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1198352.750000 Penalty: 3234.025879
	Iteration 28Q: 3 clusters Score -1198353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1198352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1198358.625000 Penalty: 3234.025879
	Iteration 30Q: 3 clusters Score -1198359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1198361.500000 Penalty: 3234.025879
	Iteration 31Q: 3 clusters Score -1198362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1198364.000000 Penalty: 3234.025879
	Iteration 32Q: 3 clusters Score -1198364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1198368.500000 Penalty: 3234.025879
	Iteration 33Q: 3 clusters Score -1198368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1198371.250000 Penalty: 3234.025879
	Iteration 34Q: 3 clusters Score -1198371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1198374.750000 Penalty: 3234.025879
	Iteration 35Q: 3 clusters Score -1198375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1198384.000000 Penalty: 3234.025879
	Iteration 36Q: 3 clusters Score -1198384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1198396.500000 Penalty: 3234.025879
	Iteration 37Q: 3 clusters Score -1198396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1198397.750000 Penalty: 3234.025879
	Iteration 38Q: 3 clusters Score -1198398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1198403.250000 Penalty: 3234.025879
	Iteration 39Q: 3 clusters Score -1198403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1198414.875000 Penalty: 3234.025879
	Iteration 40F: 3 clusters Score -1198415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1198419.375000 Penalty: 3234.025879
	Iteration 41Q: 3 clusters Score -1198419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1198426.750000 Penalty: 3234.025879
	Iteration 42Q: 3 clusters Score -1198427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1198435.500000 Penalty: 3234.025879
	Iteration 43Q: 3 clusters Score -1198436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1198445.750000 Penalty: 3234.025879
	Iteration 44Q: 3 clusters Score -1198446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1198454.250000 Penalty: 3234.025879
	Iteration 45Q: 3 clusters Score -1198454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1198460.875000 Penalty: 3234.025879
	Iteration 46Q: 3 clusters Score -1198461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1198477.875000 Penalty: 3234.025879
	Iteration 47Q: 3 clusters Score -1198478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1198494.125000 Penalty: 3234.025879
	Iteration 48Q: 3 clusters Score -1198494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1198506.625000 Penalty: 3234.025879
	Iteration 49Q: 3 clusters Score -1198507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1198521.625000 Penalty: 3234.025879
	Iteration 50Q: 3 clusters Score -1198522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1198543.125000 Penalty: 3234.025879
	Iteration 51Q: 3 clusters Score -1198543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1198554.000000 Penalty: 3234.025879
	Iteration 52Q: 3 clusters Score -1198554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1198563.125000 Penalty: 3234.025879
	Iteration 53Q: 3 clusters Score -1198563 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1198584.375000 Penalty: 3234.025879
	Iteration 54Q: 3 clusters Score -1198584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1198598.750000 Penalty: 3234.025879
	Iteration 55Q: 3 clusters Score -1198599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1198612.750000 Penalty: 3234.025879
	Iteration 56Q: 3 clusters Score -1198613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1198625.125000 Penalty: 3234.025879
	Iteration 57Q: 3 clusters Score -1198625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1198640.250000 Penalty: 3234.025879
	Iteration 58Q: 3 clusters Score -1198640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1198652.375000 Penalty: 3234.025879
	Iteration 59Q: 3 clusters Score -1198652 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1198670.125000 Penalty: 3234.025879
	Iteration 60F: 3 clusters Score -1198670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1198685.875000 Penalty: 3234.025879
	Iteration 61Q: 3 clusters Score -1198686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
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Entering Unmasked Estep 
Score: -1198699.875000 Penalty: 3234.025879
	Iteration 62Q: 3 clusters Score -1198700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1198704.625000 Penalty: 3234.025879
	Iteration 63Q: 3 clusters Score -1198705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1198709.625000 Penalty: 3234.025879
	Iteration 64Q: 3 clusters Score -1198710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1198719.500000 Penalty: 3234.025879
	Iteration 65Q: 3 clusters Score -1198720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1198716.125000 Penalty: 3234.025879
	Iteration 66Q: 3 clusters Score -1198716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1198722.750000 Penalty: 3234.025879
	Iteration 67Q: 3 clusters Score -1198723 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1198721.625000 Penalty: 3234.025879
	Iteration 68Q: 3 clusters Score -1198722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1198725.625000 Penalty: 3234.025879
	Iteration 69Q: 3 clusters Score -1198726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1198726.875000 Penalty: 3234.025879
	Iteration 70Q: 3 clusters Score -1198727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1198725.375000 Penalty: 3234.025879
	Iteration 71Q: 3 clusters Score -1198725 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1198725.750000 Penalty: 3234.025879
	Iteration 72Q: 3 clusters Score -1198726 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1198728.750000 Penalty: 3234.025879
	Iteration 73Q: 3 clusters Score -1198729 nChanged 10
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Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1198732.875000 Penalty: 3234.025879
	Iteration 74Q: 3 clusters Score -1198733 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1198729.875000 Penalty: 3234.025879
	Iteration 75Q: 3 clusters Score -1198730 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1198730.875000 Penalty: 3234.025879
	Iteration 76Q: 3 clusters Score -1198731 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1198734.125000 Penalty: 3234.025879
	Iteration 77Q: 3 clusters Score -1198734 nChanged 13
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Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1198732.250000 Penalty: 3234.025879
	Iteration 78Q: 3 clusters Score -1198732 nChanged 7
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Mstep: Class 1 contains 8413 members 
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Entering Unmasked Estep 
Score: -1198733.875000 Penalty: 3234.025879
	Iteration 79Q: 3 clusters Score -1198734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1198735.000000 Penalty: 3234.025879
	Iteration 80F: 3 clusters Score -1198735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1198737.000000 Penalty: 3234.025879
	Iteration 81Q: 3 clusters Score -1198737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1198736.625000 Penalty: 3234.025879
	Iteration 82Q: 3 clusters Score -1198737 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1198737.500000 Penalty: 3234.025879
	Iteration 83Q: 3 clusters Score -1198738 nChanged 8
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Entering Unmasked Estep 
Score: -1198740.250000 Penalty: 3234.025879
	Iteration 84Q: 3 clusters Score -1198740 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1198741.250000 Penalty: 3234.025879
	Iteration 85Q: 3 clusters Score -1198741 nChanged 5
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Mstep: Class 1 contains 8445 members 
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Score: -1198740.625000 Penalty: 3234.025879
	Iteration 86Q: 3 clusters Score -1198741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1198742.750000 Penalty: 3234.025879
	Iteration 87Q: 3 clusters Score -1198743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1198740.875000 Penalty: 3234.025879
	Iteration 88Q: 3 clusters Score -1198741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1198743.000000 Penalty: 3234.025879
	Iteration 89Q: 3 clusters Score -1198743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1198738.875000 Penalty: 3234.025879
	Iteration 90Q: 3 clusters Score -1198739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1198741.375000 Penalty: 3234.025879
	Iteration 91Q: 3 clusters Score -1198741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1198743.000000 Penalty: 3234.025879
	Iteration 92Q: 3 clusters Score -1198743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1198741.250000 Penalty: 3234.025879
	Iteration 93Q: 3 clusters Score -1198741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1198743 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1198746.625000 Penalty: 3234.025879
	Iteration 95Q: 3 clusters Score -1198747 nChanged 4
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Mstep: Class 1 contains 8487 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1198746 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1198744.250000 Penalty: 3234.025879
	Iteration 97Q: 3 clusters Score -1198744 nChanged 7
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Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1198746 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1198746.750000 Penalty: 3234.025879
	Iteration 99Q: 3 clusters Score -1198747 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1198747.125000 Penalty: 3234.025879
	Iteration 100F: 3 clusters Score -1198747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1198748.500000 Penalty: 3234.025879
	Iteration 101Q: 3 clusters Score -1198748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1198748.750000 Penalty: 3234.025879
	Iteration 102Q: 3 clusters Score -1198749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1198750.750000 Penalty: 3234.025879
	Iteration 103Q: 3 clusters Score -1198751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1198750.625000 Penalty: 3234.025879
	Iteration 104Q: 3 clusters Score -1198751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1198750.625000 Penalty: 3234.025879
	Iteration 105Q: 3 clusters Score -1198751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1198750.375000 Penalty: 3234.025879
	Iteration 106Q: 3 clusters Score -1198750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1198747.750000 Penalty: 3234.025879
	Iteration 107Q: 3 clusters Score -1198748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1198748.000000 Penalty: 3234.025879
	Iteration 108Q: 3 clusters Score -1198748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1198749.250000 Penalty: 3234.025879
	Iteration 109Q: 3 clusters Score -1198749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1198749.500000 Penalty: 3234.025879
	Iteration 110Q: 3 clusters Score -1198750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1198748.125000 Penalty: 3234.025879
	Iteration 111Q: 3 clusters Score -1198748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1198748.125000 Penalty: 3234.025879
	Iteration 112F: 3 clusters Score -1198748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 18603 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Entering Unmasked Estep 
Score: -12614635.000000 Penalty: 40178.691406
Splitting cluster 4 changes total score from -12614343.000000 to -12614635.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (18603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Entering Unmasked Estep 
Score: -1030949.312500 Penalty: 1597.550293
	Iteration 0F: 2 clusters Score -1030949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1018226.687500 Penalty: 3195.100586
	Iteration 0F: 3 clusters Score -1018227 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1023183.375000 Penalty: 3195.100586
	Iteration 1F: 3 clusters Score -1023183 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1024239.437500 Penalty: 3195.100586
	Iteration 2F: 3 clusters Score -1024239 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1025855.687500 Penalty: 3195.100586
	Iteration 3F: 3 clusters Score -1025856 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1027628.187500 Penalty: 3195.100586
	Iteration 4F: 3 clusters Score -1027628 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1029101.937500 Penalty: 3195.100586
	Iteration 5F: 3 clusters Score -1029102 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1030100.875000 Penalty: 3195.100586
	Iteration 6F: 3 clusters Score -1030101 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1030742.312500 Penalty: 3195.100586
	Iteration 7Q: 3 clusters Score -1030742 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1031093.562500 Penalty: 3195.100586
	Iteration 8Q: 3 clusters Score -1031094 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1031255.437500 Penalty: 3195.100586
	Iteration 9Q: 3 clusters Score -1031255 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1031340.562500 Penalty: 3195.100586
	Iteration 10Q: 3 clusters Score -1031341 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1031390.000000 Penalty: 3195.100586
	Iteration 11Q: 3 clusters Score -1031390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1031416.625000 Penalty: 3195.100586
	Iteration 12Q: 3 clusters Score -1031417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1031434.250000 Penalty: 3195.100586
	Iteration 13Q: 3 clusters Score -1031434 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1031449.125000 Penalty: 3195.100586
	Iteration 14Q: 3 clusters Score -1031449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1031460.687500 Penalty: 3195.100586
	Iteration 15Q: 3 clusters Score -1031461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1031474.312500 Penalty: 3195.100586
	Iteration 16Q: 3 clusters Score -1031474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1031480.125000 Penalty: 3195.100586
	Iteration 17Q: 3 clusters Score -1031480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1031488.375000 Penalty: 3195.100586
	Iteration 18Q: 3 clusters Score -1031488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1031497.125000 Penalty: 3195.100586
	Iteration 19Q: 3 clusters Score -1031497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1031500.812500 Penalty: 3195.100586
	Iteration 20F: 3 clusters Score -1031501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1031506.875000 Penalty: 3195.100586
	Iteration 21Q: 3 clusters Score -1031507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1031510.187500 Penalty: 3195.100586
	Iteration 22Q: 3 clusters Score -1031510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1031510.062500 Penalty: 3195.100586
	Iteration 23Q: 3 clusters Score -1031510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1031510.750000 Penalty: 3195.100586
	Iteration 24Q: 3 clusters Score -1031511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1031511.250000 Penalty: 3195.100586
	Iteration 25Q: 3 clusters Score -1031511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1031520.625000 Penalty: 3195.100586
	Iteration 26Q: 3 clusters Score -1031521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1031530.812500 Penalty: 3195.100586
	Iteration 27Q: 3 clusters Score -1031531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1031536.812500 Penalty: 3195.100586
	Iteration 28Q: 3 clusters Score -1031537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1031541.125000 Penalty: 3195.100586
	Iteration 29Q: 3 clusters Score -1031541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1031549.500000 Penalty: 3195.100586
	Iteration 30Q: 3 clusters Score -1031550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1031550.312500 Penalty: 3195.100586
	Iteration 31Q: 3 clusters Score -1031550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1031556.500000 Penalty: 3195.100586
	Iteration 32Q: 3 clusters Score -1031556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1031559.812500 Penalty: 3195.100586
	Iteration 33Q: 3 clusters Score -1031560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1031570.375000 Penalty: 3195.100586
	Iteration 34Q: 3 clusters Score -1031570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1031573.437500 Penalty: 3195.100586
	Iteration 35Q: 3 clusters Score -1031573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1031576.750000 Penalty: 3195.100586
	Iteration 36Q: 3 clusters Score -1031577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1031581.375000 Penalty: 3195.100586
	Iteration 37Q: 3 clusters Score -1031581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1031581.750000 Penalty: 3195.100586
	Iteration 38Q: 3 clusters Score -1031582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1031589.937500 Penalty: 3195.100586
	Iteration 39Q: 3 clusters Score -1031590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1031595.937500 Penalty: 3195.100586
	Iteration 40F: 3 clusters Score -1031596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1031600.062500 Penalty: 3195.100586
	Iteration 41Q: 3 clusters Score -1031600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1031606.750000 Penalty: 3195.100586
	Iteration 42Q: 3 clusters Score -1031607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1031611.250000 Penalty: 3195.100586
	Iteration 43Q: 3 clusters Score -1031611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1031614.750000 Penalty: 3195.100586
	Iteration 44Q: 3 clusters Score -1031615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1031626.562500 Penalty: 3195.100586
	Iteration 45Q: 3 clusters Score -1031627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1031625.000000 Penalty: 3195.100586
	Iteration 46Q: 3 clusters Score -1031625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1031630.750000 Penalty: 3195.100586
	Iteration 47Q: 3 clusters Score -1031631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1031632.750000 Penalty: 3195.100586
	Iteration 48Q: 3 clusters Score -1031633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1031639.062500 Penalty: 3195.100586
	Iteration 49Q: 3 clusters Score -1031639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1031645.750000 Penalty: 3195.100586
	Iteration 50Q: 3 clusters Score -1031646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1031651.125000 Penalty: 3195.100586
	Iteration 51Q: 3 clusters Score -1031651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1031666.562500 Penalty: 3195.100586
	Iteration 52Q: 3 clusters Score -1031667 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1031669.312500 Penalty: 3195.100586
	Iteration 53Q: 3 clusters Score -1031669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1031676.312500 Penalty: 3195.100586
	Iteration 54Q: 3 clusters Score -1031676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1031682.875000 Penalty: 3195.100586
	Iteration 55Q: 3 clusters Score -1031683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1031692.375000 Penalty: 3195.100586
	Iteration 56Q: 3 clusters Score -1031692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1031705.437500 Penalty: 3195.100586
	Iteration 57Q: 3 clusters Score -1031705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1031722.500000 Penalty: 3195.100586
	Iteration 58Q: 3 clusters Score -1031722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1031732.562500 Penalty: 3195.100586
	Iteration 59Q: 3 clusters Score -1031733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1031749.500000 Penalty: 3195.100586
	Iteration 60F: 3 clusters Score -1031750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1031760.875000 Penalty: 3195.100586
	Iteration 61Q: 3 clusters Score -1031761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1031778.437500 Penalty: 3195.100586
	Iteration 62Q: 3 clusters Score -1031778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1031803.312500 Penalty: 3195.100586
	Iteration 63Q: 3 clusters Score -1031803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1031828.000000 Penalty: 3195.100586
	Iteration 64Q: 3 clusters Score -1031828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1031852.250000 Penalty: 3195.100586
	Iteration 65Q: 3 clusters Score -1031852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1031880.750000 Penalty: 3195.100586
	Iteration 66Q: 3 clusters Score -1031881 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1031907.687500 Penalty: 3195.100586
	Iteration 67Q: 3 clusters Score -1031908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1031926.750000 Penalty: 3195.100586
	Iteration 68Q: 3 clusters Score -1031927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1031944.750000 Penalty: 3195.100586
	Iteration 69Q: 3 clusters Score -1031945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1031972.437500 Penalty: 3195.100586
	Iteration 70Q: 3 clusters Score -1031972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1032016.375000 Penalty: 3195.100586
	Iteration 71Q: 3 clusters Score -1032016 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1032078.937500 Penalty: 3195.100586
	Iteration 72Q: 3 clusters Score -1032079 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1032145.875000 Penalty: 3195.100586
	Iteration 73Q: 3 clusters Score -1032146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1032191.687500 Penalty: 3195.100586
	Iteration 74Q: 3 clusters Score -1032192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1032217.125000 Penalty: 3195.100586
	Iteration 75Q: 3 clusters Score -1032217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1032223.562500 Penalty: 3195.100586
	Iteration 76Q: 3 clusters Score -1032224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1032230.125000 Penalty: 3195.100586
	Iteration 77Q: 3 clusters Score -1032230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1032232.437500 Penalty: 3195.100586
	Iteration 78Q: 3 clusters Score -1032232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1032236.125000 Penalty: 3195.100586
	Iteration 79Q: 3 clusters Score -1032236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1032237.875000 Penalty: 3195.100586
	Iteration 80F: 3 clusters Score -1032238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1032236.312500 Penalty: 3195.100586
	Iteration 81Q: 3 clusters Score -1032236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1032238.750000 Penalty: 3195.100586
	Iteration 82Q: 3 clusters Score -1032239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1032239.000000 Penalty: 3195.100586
	Iteration 83Q: 3 clusters Score -1032239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1032239.187500 Penalty: 3195.100586
	Iteration 84Q: 3 clusters Score -1032239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1032239.375000 Penalty: 3195.100586
	Iteration 85Q: 3 clusters Score -1032239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1032242.562500 Penalty: 3195.100586
	Iteration 86Q: 3 clusters Score -1032243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1032242.250000 Penalty: 3195.100586
	Iteration 87Q: 3 clusters Score -1032242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1032244.125000 Penalty: 3195.100586
	Iteration 88Q: 3 clusters Score -1032244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1032245.187500 Penalty: 3195.100586
	Iteration 89Q: 3 clusters Score -1032245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1032244.875000 Penalty: 3195.100586
	Iteration 90Q: 3 clusters Score -1032245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1032246.625000 Penalty: 3195.100586
	Iteration 91Q: 3 clusters Score -1032247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1032247.375000 Penalty: 3195.100586
	Iteration 92Q: 3 clusters Score -1032247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1032246.375000 Penalty: 3195.100586
	Iteration 93Q: 3 clusters Score -1032246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1032251.125000 Penalty: 3195.100586
	Iteration 94Q: 3 clusters Score -1032251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1032249.187500 Penalty: 3195.100586
	Iteration 95Q: 3 clusters Score -1032249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1032248.500000 Penalty: 3195.100586
	Iteration 96Q: 3 clusters Score -1032248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1032250.187500 Penalty: 3195.100586
	Iteration 97Q: 3 clusters Score -1032250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1032249.312500 Penalty: 3195.100586
	Iteration 98Q: 3 clusters Score -1032249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1032249.312500 Penalty: 3195.100586
	Iteration 99F: 3 clusters Score -1032249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Entering Unmasked Estep 
Score: -12615535.000000 Penalty: 42187.628906
Splitting cluster 5 changes total score from -12614343.000000 to -12615535.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -406218.718750 Penalty: 1447.706787
	Iteration 0F: 2 clusters Score -406218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -400625.343750 Penalty: 2895.413574
	Iteration 0F: 3 clusters Score -400625.3 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -402378.968750 Penalty: 2895.413574
	Iteration 1F: 3 clusters Score -402379 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -402983.156250 Penalty: 2895.413574
	Iteration 2F: 3 clusters Score -402983.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -404377.750000 Penalty: 2895.413574
	Iteration 3F: 3 clusters Score -404377.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -405936.562500 Penalty: 2895.413574
	Iteration 4F: 3 clusters Score -405936.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -407194.812500 Penalty: 2895.413574
	Iteration 5F: 3 clusters Score -407194.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -407939.093750 Penalty: 2895.413574
	Iteration 6F: 3 clusters Score -407939.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -408247.500000 Penalty: 2895.413574
	Iteration 7Q: 3 clusters Score -408247.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -408367.000000 Penalty: 2895.413574
	Iteration 8Q: 3 clusters Score -408367 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -408415.406250 Penalty: 2895.413574
	Iteration 9Q: 3 clusters Score -408415.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -408445.843750 Penalty: 2895.413574
	Iteration 10Q: 3 clusters Score -408445.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -408463.250000 Penalty: 2895.413574
	Iteration 11Q: 3 clusters Score -408463.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -408475.125000 Penalty: 2895.413574
	Iteration 12Q: 3 clusters Score -408475.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -408481.406250 Penalty: 2895.413574
	Iteration 13Q: 3 clusters Score -408481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -408484.187500 Penalty: 2895.413574
	Iteration 14Q: 3 clusters Score -408484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -408487.750000 Penalty: 2895.413574
	Iteration 15Q: 3 clusters Score -408487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -408487.281250 Penalty: 2895.413574
	Iteration 16Q: 3 clusters Score -408487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -408488.125000 Penalty: 2895.413574
	Iteration 17Q: 3 clusters Score -408488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -408488.343750 Penalty: 2895.413574
	Iteration 18Q: 3 clusters Score -408488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -408489.281250 Penalty: 2895.413574
	Iteration 19Q: 3 clusters Score -408489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -408489.906250 Penalty: 2895.413574
	Iteration 20F: 3 clusters Score -408489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -408489.406250 Penalty: 2895.413574
	Iteration 21Q: 3 clusters Score -408489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -408490.562500 Penalty: 2895.413574
	Iteration 22Q: 3 clusters Score -408490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -408490.562500 Penalty: 2895.413574
	Iteration 23F: 3 clusters Score -408490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Entering Unmasked Estep 
Score: -12617242.000000 Penalty: 44196.562500
Splitting cluster 8 changes total score from -12614343.000000 to -12617242.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -288461.125000 Penalty: 1397.838989
	Iteration 0F: 2 clusters Score -288461.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -284209.812500 Penalty: 2795.677979
	Iteration 0F: 3 clusters Score -284209.8 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -285868.687500 Penalty: 2795.677979
	Iteration 1F: 3 clusters Score -285868.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -286766.843750 Penalty: 2795.677979
	Iteration 2F: 3 clusters Score -286766.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -287780.593750 Penalty: 2795.677979
	Iteration 3F: 3 clusters Score -287780.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -288486.250000 Penalty: 2795.677979
	Iteration 4F: 3 clusters Score -288486.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -288902.437500 Penalty: 2795.677979
	Iteration 5F: 3 clusters Score -288902.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -289105.062500 Penalty: 2795.677979
	Iteration 6Q: 3 clusters Score -289105.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -289243.062500 Penalty: 2795.677979
	Iteration 7Q: 3 clusters Score -289243.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -289338.718750 Penalty: 2795.677979
	Iteration 8Q: 3 clusters Score -289338.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -289396.093750 Penalty: 2795.677979
	Iteration 9Q: 3 clusters Score -289396.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -289439.531250 Penalty: 2795.677979
	Iteration 10Q: 3 clusters Score -289439.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -289468.968750 Penalty: 2795.677979
	Iteration 11Q: 3 clusters Score -289469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -289487.562500 Penalty: 2795.677979
	Iteration 12Q: 3 clusters Score -289487.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -289515.593750 Penalty: 2795.677979
	Iteration 13Q: 3 clusters Score -289515.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -289551.406250 Penalty: 2795.677979
	Iteration 14Q: 3 clusters Score -289551.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -289580.812500 Penalty: 2795.677979
	Iteration 15Q: 3 clusters Score -289580.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -289602.500000 Penalty: 2795.677979
	Iteration 16Q: 3 clusters Score -289602.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -289620.375000 Penalty: 2795.677979
	Iteration 17Q: 3 clusters Score -289620.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -289638.906250 Penalty: 2795.677979
	Iteration 18Q: 3 clusters Score -289638.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -289668.500000 Penalty: 2795.677979
	Iteration 19Q: 3 clusters Score -289668.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -289712.937500 Penalty: 2795.677979
	Iteration 20F: 3 clusters Score -289712.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -289783.125000 Penalty: 2795.677979
	Iteration 21Q: 3 clusters Score -289783.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -289861.750000 Penalty: 2795.677979
	Iteration 22Q: 3 clusters Score -289861.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -289924.406250 Penalty: 2795.677979
	Iteration 23Q: 3 clusters Score -289924.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -289946.718750 Penalty: 2795.677979
	Iteration 24Q: 3 clusters Score -289946.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -289960.156250 Penalty: 2795.677979
	Iteration 25Q: 3 clusters Score -289960.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289969.750000 Penalty: 2795.677979
	Iteration 26Q: 3 clusters Score -289969.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -289977.562500 Penalty: 2795.677979
	Iteration 27Q: 3 clusters Score -289977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -289982.406250 Penalty: 2795.677979
	Iteration 28Q: 3 clusters Score -289982.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -289988.281250 Penalty: 2795.677979
	Iteration 29Q: 3 clusters Score -289988.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289994.406250 Penalty: 2795.677979
	Iteration 30Q: 3 clusters Score -289994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -289998.218750 Penalty: 2795.677979
	Iteration 31Q: 3 clusters Score -289998.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290001.281250 Penalty: 2795.677979
	Iteration 32Q: 3 clusters Score -290001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -290002.031250 Penalty: 2795.677979
	Iteration 33Q: 3 clusters Score -290002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -290003.218750 Penalty: 2795.677979
	Iteration 34Q: 3 clusters Score -290003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -290004.437500 Penalty: 2795.677979
	Iteration 35Q: 3 clusters Score -290004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -290005.562500 Penalty: 2795.677979
	Iteration 36Q: 3 clusters Score -290005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -290006.250000 Penalty: 2795.677979
	Iteration 37Q: 3 clusters Score -290006.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290006.593750 Penalty: 2795.677979
	Iteration 38Q: 3 clusters Score -290006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -290006.812500 Penalty: 2795.677979
	Iteration 39Q: 3 clusters Score -290006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -290006.781250 Penalty: 2795.677979
	Iteration 40F: 3 clusters Score -290006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -290008.218750 Penalty: 2795.677979
	Iteration 41Q: 3 clusters Score -290008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290008.437500 Penalty: 2795.677979
	Iteration 42Q: 3 clusters Score -290008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290008.375000 Penalty: 2795.677979
	Iteration 43Q: 3 clusters Score -290008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290008.375000 Penalty: 2795.677979
	Iteration 44F: 3 clusters Score -290008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 29116 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Entering Unmasked Estep 
Score: -12618177.000000 Penalty: 46205.496094
Splitting cluster 9 changes total score from -12614343.000000 to -12618177.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (29116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Entering Unmasked Estep 
Score: -1634911.625000 Penalty: 1670.344482
	Iteration 0F: 2 clusters Score -1634912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1615109.125000 Penalty: 3340.688965
	Iteration 0F: 3 clusters Score -1615109 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1623350.750000 Penalty: 3340.688965
	Iteration 1F: 3 clusters Score -1623351 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1624913.375000 Penalty: 3340.688965
	Iteration 2F: 3 clusters Score -1624913 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1628012.875000 Penalty: 3340.688965
	Iteration 3F: 3 clusters Score -1628013 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1633010.250000 Penalty: 3340.688965
	Iteration 4F: 3 clusters Score -1633010 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1637736.875000 Penalty: 3340.688965
	Iteration 5F: 3 clusters Score -1637737 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1641075.375000 Penalty: 3340.688965
	Iteration 6F: 3 clusters Score -1641075 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1643619.125000 Penalty: 3340.688965
	Iteration 7F: 3 clusters Score -1643619 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1647259.000000 Penalty: 3340.688965
	Iteration 8F: 3 clusters Score -1647259 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1655492.875000 Penalty: 3340.688965
	Iteration 9F: 3 clusters Score -1655493 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1660031.500000 Penalty: 3340.688965
	Iteration 10Q: 3 clusters Score -1660032 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1663049.000000 Penalty: 3340.688965
	Iteration 11Q: 3 clusters Score -1663049 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1665726.375000 Penalty: 3340.688965
	Iteration 12Q: 3 clusters Score -1665726 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1669710.750000 Penalty: 3340.688965
	Iteration 13Q: 3 clusters Score -1669711 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1671786.000000 Penalty: 3340.688965
	Iteration 14Q: 3 clusters Score -1671786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1672798.250000 Penalty: 3340.688965
	Iteration 15Q: 3 clusters Score -1672798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1673556.625000 Penalty: 3340.688965
	Iteration 16Q: 3 clusters Score -1673557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1673911.750000 Penalty: 3340.688965
	Iteration 17Q: 3 clusters Score -1673912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1674014.125000 Penalty: 3340.688965
	Iteration 18Q: 3 clusters Score -1674014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1674035.125000 Penalty: 3340.688965
	Iteration 19Q: 3 clusters Score -1674035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1674324.000000 Penalty: 3340.688965
	Iteration 20F: 3 clusters Score -1674324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1674365.000000 Penalty: 3340.688965
	Iteration 21Q: 3 clusters Score -1674365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1674363.625000 Penalty: 3340.688965
	Iteration 22Q: 3 clusters Score -1674364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1674366.250000 Penalty: 3340.688965
	Iteration 23Q: 3 clusters Score -1674366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1674366.375000 Penalty: 3340.688965
	Iteration 24Q: 3 clusters Score -1674366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1674366.375000 Penalty: 3340.688965
	Iteration 25F: 3 clusters Score -1674366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Entering Unmasked Estep 
Score: -12657237.000000 Penalty: 48214.429688
Splitting cluster 10 changes total score from -12614343.000000 to -12657237.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -364836.937500 Penalty: 1420.070557
	Iteration 0F: 2 clusters Score -364836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -360036.218750 Penalty: 2840.141113
	Iteration 0F: 3 clusters Score -360036.2 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -361717.343750 Penalty: 2840.141113
	Iteration 1F: 3 clusters Score -361717.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -362368.937500 Penalty: 2840.141113
	Iteration 2F: 3 clusters Score -362368.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -363042.062500 Penalty: 2840.141113
	Iteration 3F: 3 clusters Score -363042.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -363598.718750 Penalty: 2840.141113
	Iteration 4F: 3 clusters Score -363598.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -363999.343750 Penalty: 2840.141113
	Iteration 5F: 3 clusters Score -363999.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -364255.875000 Penalty: 2840.141113
	Iteration 6Q: 3 clusters Score -364255.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -364432.312500 Penalty: 2840.141113
	Iteration 7Q: 3 clusters Score -364432.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -364524.812500 Penalty: 2840.141113
	Iteration 8Q: 3 clusters Score -364524.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -364571.437500 Penalty: 2840.141113
	Iteration 9Q: 3 clusters Score -364571.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -364595.218750 Penalty: 2840.141113
	Iteration 10Q: 3 clusters Score -364595.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -364608.625000 Penalty: 2840.141113
	Iteration 11Q: 3 clusters Score -364608.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -364616.875000 Penalty: 2840.141113
	Iteration 12Q: 3 clusters Score -364616.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364625.281250 Penalty: 2840.141113
	Iteration 13Q: 3 clusters Score -364625.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -364628.718750 Penalty: 2840.141113
	Iteration 14Q: 3 clusters Score -364628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -364631.187500 Penalty: 2840.141113
	Iteration 15Q: 3 clusters Score -364631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -364635.968750 Penalty: 2840.141113
	Iteration 16Q: 3 clusters Score -364636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -364639.812500 Penalty: 2840.141113
	Iteration 17Q: 3 clusters Score -364639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -364642.093750 Penalty: 2840.141113
	Iteration 18Q: 3 clusters Score -364642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -364645.312500 Penalty: 2840.141113
	Iteration 19Q: 3 clusters Score -364645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -364649.031250 Penalty: 2840.141113
	Iteration 20F: 3 clusters Score -364649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -364654.906250 Penalty: 2840.141113
	Iteration 21Q: 3 clusters Score -364654.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -364661.343750 Penalty: 2840.141113
	Iteration 22Q: 3 clusters Score -364661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -364666.656250 Penalty: 2840.141113
	Iteration 23Q: 3 clusters Score -364666.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -364670.562500 Penalty: 2840.141113
	Iteration 24Q: 3 clusters Score -364670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -364674.718750 Penalty: 2840.141113
	Iteration 25Q: 3 clusters Score -364674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -364675.187500 Penalty: 2840.141113
	Iteration 26Q: 3 clusters Score -364675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -364676.093750 Penalty: 2840.141113
	Iteration 27Q: 3 clusters Score -364676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -364677.468750 Penalty: 2840.141113
	Iteration 28Q: 3 clusters Score -364677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -364677.093750 Penalty: 2840.141113
	Iteration 29Q: 3 clusters Score -364677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -364677.781250 Penalty: 2840.141113
	Iteration 30Q: 3 clusters Score -364677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -364677.781250 Penalty: 2840.141113
	Iteration 31F: 3 clusters Score -364677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -262190.125000 Penalty: 1407.065674
	Iteration 0F: 2 clusters Score -262190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -257767.671875 Penalty: 2814.131348
	Iteration 0F: 3 clusters Score -257767.7 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -259552.109375 Penalty: 2814.131348
	Iteration 1F: 3 clusters Score -259552.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -260241.781250 Penalty: 2814.131348
	Iteration 2F: 3 clusters Score -260241.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -260976.968750 Penalty: 2814.131348
	Iteration 3F: 3 clusters Score -260977 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -261419.140625 Penalty: 2814.131348
	Iteration 4F: 3 clusters Score -261419.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -261672.062500 Penalty: 2814.131348
	Iteration 5F: 3 clusters Score -261672.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -261857.562500 Penalty: 2814.131348
	Iteration 6Q: 3 clusters Score -261857.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -261989.093750 Penalty: 2814.131348
	Iteration 7Q: 3 clusters Score -261989.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -262068.468750 Penalty: 2814.131348
	Iteration 8Q: 3 clusters Score -262068.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -262116.875000 Penalty: 2814.131348
	Iteration 9Q: 3 clusters Score -262116.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -262149.375000 Penalty: 2814.131348
	Iteration 10Q: 3 clusters Score -262149.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -262175.375000 Penalty: 2814.131348
	Iteration 11Q: 3 clusters Score -262175.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -262192.656250 Penalty: 2814.131348
	Iteration 12Q: 3 clusters Score -262192.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -262206.375000 Penalty: 2814.131348
	Iteration 13Q: 3 clusters Score -262206.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -262223.812500 Penalty: 2814.131348
	Iteration 14Q: 3 clusters Score -262223.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -262245.375000 Penalty: 2814.131348
	Iteration 15Q: 3 clusters Score -262245.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -262259.250000 Penalty: 2814.131348
	Iteration 16Q: 3 clusters Score -262259.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -262270.375000 Penalty: 2814.131348
	Iteration 17Q: 3 clusters Score -262270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -262281.375000 Penalty: 2814.131348
	Iteration 18Q: 3 clusters Score -262281.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -262297.593750 Penalty: 2814.131348
	Iteration 19Q: 3 clusters Score -262297.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -262315.312500 Penalty: 2814.131348
	Iteration 20F: 3 clusters Score -262315.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -262331.187500 Penalty: 2814.131348
	Iteration 21Q: 3 clusters Score -262331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -262346.031250 Penalty: 2814.131348
	Iteration 22Q: 3 clusters Score -262346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -262355.125000 Penalty: 2814.131348
	Iteration 23Q: 3 clusters Score -262355.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -262366.218750 Penalty: 2814.131348
	Iteration 24Q: 3 clusters Score -262366.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -262375.937500 Penalty: 2814.131348
	Iteration 25Q: 3 clusters Score -262375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -262382.812500 Penalty: 2814.131348
	Iteration 26Q: 3 clusters Score -262382.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -262390.281250 Penalty: 2814.131348
	Iteration 27Q: 3 clusters Score -262390.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -262397.062500 Penalty: 2814.131348
	Iteration 28Q: 3 clusters Score -262397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -262399.687500 Penalty: 2814.131348
	Iteration 29Q: 3 clusters Score -262399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -262404.937500 Penalty: 2814.131348
	Iteration 30Q: 3 clusters Score -262404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -262407.125000 Penalty: 2814.131348
	Iteration 31Q: 3 clusters Score -262407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -262412.156250 Penalty: 2814.131348
	Iteration 32Q: 3 clusters Score -262412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -262413.843750 Penalty: 2814.131348
	Iteration 33Q: 3 clusters Score -262413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -262419.687500 Penalty: 2814.131348
	Iteration 34Q: 3 clusters Score -262419.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -262427.375000 Penalty: 2814.131348
	Iteration 35Q: 3 clusters Score -262427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -262430.906250 Penalty: 2814.131348
	Iteration 36Q: 3 clusters Score -262430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -262432.593750 Penalty: 2814.131348
	Iteration 37Q: 3 clusters Score -262432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -262434.812500 Penalty: 2814.131348
	Iteration 38Q: 3 clusters Score -262434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -262436.406250 Penalty: 2814.131348
	Iteration 39Q: 3 clusters Score -262436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -262444.875000 Penalty: 2814.131348
	Iteration 40F: 3 clusters Score -262444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -262455.187500 Penalty: 2814.131348
	Iteration 41Q: 3 clusters Score -262455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -262463.437500 Penalty: 2814.131348
	Iteration 42Q: 3 clusters Score -262463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -262467.343750 Penalty: 2814.131348
	Iteration 43Q: 3 clusters Score -262467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -262469.187500 Penalty: 2814.131348
	Iteration 44Q: 3 clusters Score -262469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -262469.187500 Penalty: 2814.131348
	Iteration 45F: 3 clusters Score -262469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 15511 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Entering Unmasked Estep 
Score: -12656930.000000 Penalty: 50223.367188
Splitting cluster 12 changes total score from -12614343.000000 to -12656930.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (15511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Entering Unmasked Estep 
Score: -918387.312500 Penalty: 1568.011963
	Iteration 0F: 2 clusters Score -918387.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -907734.562500 Penalty: 3136.023926
	Iteration 0F: 3 clusters Score -907734.6 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -912122.937500 Penalty: 3136.023926
	Iteration 1F: 3 clusters Score -912122.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -913648.187500 Penalty: 3136.023926
	Iteration 2F: 3 clusters Score -913648.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -915189.937500 Penalty: 3136.023926
	Iteration 3F: 3 clusters Score -915189.9 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -916198.062500 Penalty: 3136.023926
	Iteration 4F: 3 clusters Score -916198.1 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -916822.937500 Penalty: 3136.023926
	Iteration 5F: 3 clusters Score -916822.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -917247.125000 Penalty: 3136.023926
	Iteration 6Q: 3 clusters Score -917247.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -917549.250000 Penalty: 3136.023926
	Iteration 7Q: 3 clusters Score -917549.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -917736.625000 Penalty: 3136.023926
	Iteration 8Q: 3 clusters Score -917736.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -917843.000000 Penalty: 3136.023926
	Iteration 9Q: 3 clusters Score -917843 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -917918.625000 Penalty: 3136.023926
	Iteration 10Q: 3 clusters Score -917918.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -917974.000000 Penalty: 3136.023926
	Iteration 11Q: 3 clusters Score -917974 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -918010.875000 Penalty: 3136.023926
	Iteration 12Q: 3 clusters Score -918010.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -918041.437500 Penalty: 3136.023926
	Iteration 13Q: 3 clusters Score -918041.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -918063.375000 Penalty: 3136.023926
	Iteration 14Q: 3 clusters Score -918063.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -918074.812500 Penalty: 3136.023926
	Iteration 15Q: 3 clusters Score -918074.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -918091.500000 Penalty: 3136.023926
	Iteration 16Q: 3 clusters Score -918091.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -918108.687500 Penalty: 3136.023926
	Iteration 17Q: 3 clusters Score -918108.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -918120.187500 Penalty: 3136.023926
	Iteration 18Q: 3 clusters Score -918120.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -918133.937500 Penalty: 3136.023926
	Iteration 19Q: 3 clusters Score -918133.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -918147.937500 Penalty: 3136.023926
	Iteration 20F: 3 clusters Score -918147.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -918160.562500 Penalty: 3136.023926
	Iteration 21Q: 3 clusters Score -918160.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -918171.437500 Penalty: 3136.023926
	Iteration 22Q: 3 clusters Score -918171.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -918183.437500 Penalty: 3136.023926
	Iteration 23Q: 3 clusters Score -918183.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -918194.562500 Penalty: 3136.023926
	Iteration 24Q: 3 clusters Score -918194.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -918203.312500 Penalty: 3136.023926
	Iteration 25Q: 3 clusters Score -918203.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -918213.812500 Penalty: 3136.023926
	Iteration 26Q: 3 clusters Score -918213.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -918221.312500 Penalty: 3136.023926
	Iteration 27Q: 3 clusters Score -918221.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -918230.750000 Penalty: 3136.023926
	Iteration 28Q: 3 clusters Score -918230.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -918238.562500 Penalty: 3136.023926
	Iteration 29Q: 3 clusters Score -918238.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -918247.187500 Penalty: 3136.023926
	Iteration 30Q: 3 clusters Score -918247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -918253.750000 Penalty: 3136.023926
	Iteration 31Q: 3 clusters Score -918253.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -918262.187500 Penalty: 3136.023926
	Iteration 32Q: 3 clusters Score -918262.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -918269.812500 Penalty: 3136.023926
	Iteration 33Q: 3 clusters Score -918269.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -918279.937500 Penalty: 3136.023926
	Iteration 34Q: 3 clusters Score -918279.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -918283.875000 Penalty: 3136.023926
	Iteration 35Q: 3 clusters Score -918283.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -918293.000000 Penalty: 3136.023926
	Iteration 36Q: 3 clusters Score -918293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -918306.000000 Penalty: 3136.023926
	Iteration 37Q: 3 clusters Score -918306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -918316.250000 Penalty: 3136.023926
	Iteration 38Q: 3 clusters Score -918316.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -918327.875000 Penalty: 3136.023926
	Iteration 39Q: 3 clusters Score -918327.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -918335.187500 Penalty: 3136.023926
	Iteration 40F: 3 clusters Score -918335.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -918342.000000 Penalty: 3136.023926
	Iteration 41Q: 3 clusters Score -918342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -918354.375000 Penalty: 3136.023926
	Iteration 42Q: 3 clusters Score -918354.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -918367.937500 Penalty: 3136.023926
	Iteration 43Q: 3 clusters Score -918367.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -918376.875000 Penalty: 3136.023926
	Iteration 44Q: 3 clusters Score -918376.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -918390.937500 Penalty: 3136.023926
	Iteration 45Q: 3 clusters Score -918390.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -918395.062500 Penalty: 3136.023926
	Iteration 46Q: 3 clusters Score -918395.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -918403.375000 Penalty: 3136.023926
	Iteration 47Q: 3 clusters Score -918403.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -918419.750000 Penalty: 3136.023926
	Iteration 48Q: 3 clusters Score -918419.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -918434.375000 Penalty: 3136.023926
	Iteration 49Q: 3 clusters Score -918434.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -918450.437500 Penalty: 3136.023926
	Iteration 50Q: 3 clusters Score -918450.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -918465.625000 Penalty: 3136.023926
	Iteration 51Q: 3 clusters Score -918465.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -918474.000000 Penalty: 3136.023926
	Iteration 52Q: 3 clusters Score -918474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -918482.250000 Penalty: 3136.023926
	Iteration 53Q: 3 clusters Score -918482.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -918494.375000 Penalty: 3136.023926
	Iteration 54Q: 3 clusters Score -918494.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -918508.625000 Penalty: 3136.023926
	Iteration 55Q: 3 clusters Score -918508.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -918519.000000 Penalty: 3136.023926
	Iteration 56Q: 3 clusters Score -918519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -918524.812500 Penalty: 3136.023926
	Iteration 57Q: 3 clusters Score -918524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -918531.625000 Penalty: 3136.023926
	Iteration 58Q: 3 clusters Score -918531.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -918535.500000 Penalty: 3136.023926
	Iteration 59Q: 3 clusters Score -918535.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -918539.625000 Penalty: 3136.023926
	Iteration 60F: 3 clusters Score -918539.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -918545.875000 Penalty: 3136.023926
	Iteration 61Q: 3 clusters Score -918545.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -918550.937500 Penalty: 3136.023926
	Iteration 62Q: 3 clusters Score -918550.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -918553.750000 Penalty: 3136.023926
	Iteration 63Q: 3 clusters Score -918553.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -918554.187500 Penalty: 3136.023926
	Iteration 64Q: 3 clusters Score -918554.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -918557.875000 Penalty: 3136.023926
	Iteration 65Q: 3 clusters Score -918557.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -918566.250000 Penalty: 3136.023926
	Iteration 66Q: 3 clusters Score -918566.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -918573.937500 Penalty: 3136.023926
	Iteration 67Q: 3 clusters Score -918573.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -918589.500000 Penalty: 3136.023926
	Iteration 68Q: 3 clusters Score -918589.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -918609.062500 Penalty: 3136.023926
	Iteration 69Q: 3 clusters Score -918609.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -918628.500000 Penalty: 3136.023926
	Iteration 70Q: 3 clusters Score -918628.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -918645.562500 Penalty: 3136.023926
	Iteration 71Q: 3 clusters Score -918645.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -918661.562500 Penalty: 3136.023926
	Iteration 72Q: 3 clusters Score -918661.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -918682.875000 Penalty: 3136.023926
	Iteration 73Q: 3 clusters Score -918682.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -918709.250000 Penalty: 3136.023926
	Iteration 74Q: 3 clusters Score -918709.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -918750.500000 Penalty: 3136.023926
	Iteration 75Q: 3 clusters Score -918750.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -918822.937500 Penalty: 3136.023926
	Iteration 76Q: 3 clusters Score -918822.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -918926.000000 Penalty: 3136.023926
	Iteration 77Q: 3 clusters Score -918926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -918966.687500 Penalty: 3136.023926
	Iteration 78Q: 3 clusters Score -918966.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -918993.125000 Penalty: 3136.023926
	Iteration 79Q: 3 clusters Score -918993.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -919006.562500 Penalty: 3136.023926
	Iteration 80F: 3 clusters Score -919006.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -919016.187500 Penalty: 3136.023926
	Iteration 81Q: 3 clusters Score -919016.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -919024.375000 Penalty: 3136.023926
	Iteration 82Q: 3 clusters Score -919024.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -919023.312500 Penalty: 3136.023926
	Iteration 83Q: 3 clusters Score -919023.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -919027.187500 Penalty: 3136.023926
	Iteration 84Q: 3 clusters Score -919027.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -919030.375000 Penalty: 3136.023926
	Iteration 85Q: 3 clusters Score -919030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -919032.562500 Penalty: 3136.023926
	Iteration 86Q: 3 clusters Score -919032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -919032.812500 Penalty: 3136.023926
	Iteration 87Q: 3 clusters Score -919032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -919033.375000 Penalty: 3136.023926
	Iteration 88Q: 3 clusters Score -919033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -919033.250000 Penalty: 3136.023926
	Iteration 89Q: 3 clusters Score -919033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -919033.812500 Penalty: 3136.023926
	Iteration 90Q: 3 clusters Score -919033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -919033.437500 Penalty: 3136.023926
	Iteration 91Q: 3 clusters Score -919033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -919033.437500 Penalty: 3136.023926
	Iteration 92F: 3 clusters Score -919033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 1491 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 1415 members 
Entering Unmasked Estep 
Score: -12657182.000000 Penalty: 52232.300781
Splitting cluster 13 changes total score from -12614343.000000 to -12657182.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -57293.984375 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -57293.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -55619.988281 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -55619.99 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -56446.792969 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -56446.79 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -56939.027344 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -56939.03 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -57350.167969 Penalty: 2374.840820
	Iteration 3F: 3 clusters Score -57350.17 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -57738.296875 Penalty: 2374.840820
	Iteration 4F: 3 clusters Score -57738.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -58072.343750 Penalty: 2374.840820
	Iteration 5F: 3 clusters Score -58072.34 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -58436.585938 Penalty: 2374.840820
	Iteration 6F: 3 clusters Score -58436.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -58857.226562 Penalty: 2374.840820
	Iteration 7Q: 3 clusters Score -58857.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -59424.640625 Penalty: 2374.840820
	Iteration 8Q: 3 clusters Score -59424.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -59684.410156 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -59684.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -59805.648438 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -59805.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -59869.308594 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -59869.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -59906.937500 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -59906.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -59913.652344 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -59913.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -59917.070312 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -59917.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -59917.070312 Penalty: 2374.840820
	Iteration 15F: 3 clusters Score -59917.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1609 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 1058 members 
Entering Unmasked Estep 
Score: -12658979.000000 Penalty: 54241.234375
Splitting cluster 14 changes total score from -12614343.000000 to -12658979.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -76556.156250 Penalty: 1199.797363
	Iteration 0F: 2 clusters Score -76556.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -74709.093750 Penalty: 2399.594727
	Iteration 0F: 3 clusters Score -74709.09 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -75114.085938 Penalty: 2399.594727
	Iteration 1F: 3 clusters Score -75114.09 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -75378.656250 Penalty: 2399.594727
	Iteration 2F: 3 clusters Score -75378.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75772.914062 Penalty: 2399.594727
	Iteration 3F: 3 clusters Score -75772.91 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -76160.367188 Penalty: 2399.594727
	Iteration 4F: 3 clusters Score -76160.37 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -76488.226562 Penalty: 2399.594727
	Iteration 5F: 3 clusters Score -76488.23 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -76727.468750 Penalty: 2399.594727
	Iteration 6F: 3 clusters Score -76727.47 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -76956.468750 Penalty: 2399.594727
	Iteration 7F: 3 clusters Score -76956.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -77112.984375 Penalty: 2399.594727
	Iteration 8Q: 3 clusters Score -77112.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -77220.742188 Penalty: 2399.594727
	Iteration 9Q: 3 clusters Score -77220.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -77298.296875 Penalty: 2399.594727
	Iteration 10Q: 3 clusters Score -77298.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -77357.875000 Penalty: 2399.594727
	Iteration 11Q: 3 clusters Score -77357.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -77381.054688 Penalty: 2399.594727
	Iteration 12Q: 3 clusters Score -77381.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -77399.937500 Penalty: 2399.594727
	Iteration 13Q: 3 clusters Score -77399.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -77431.078125 Penalty: 2399.594727
	Iteration 14Q: 3 clusters Score -77431.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -77463.531250 Penalty: 2399.594727
	Iteration 15Q: 3 clusters Score -77463.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -77490.992188 Penalty: 2399.594727
	Iteration 16Q: 3 clusters Score -77490.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -77510.757812 Penalty: 2399.594727
	Iteration 17Q: 3 clusters Score -77510.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -77511.507812 Penalty: 2399.594727
	Iteration 18Q: 3 clusters Score -77511.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -77511.507812 Penalty: 2399.594727
	Iteration 19F: 3 clusters Score -77511.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 9381 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1297 members 
Entering Unmasked Estep 
Score: -12659128.000000 Penalty: 56250.171875
Splitting cluster 15 changes total score from -12614343.000000 to -12659128.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (25289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Entering Unmasked Estep 
Score: -1504829.500000 Penalty: 1647.445190
	Iteration 0F: 2 clusters Score -1504830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1487774.625000 Penalty: 3294.890381
	Iteration 0F: 3 clusters Score -1487775 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1494228.875000 Penalty: 3294.890381
	Iteration 1F: 3 clusters Score -1494229 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1494848.000000 Penalty: 3294.890381
	Iteration 2F: 3 clusters Score -1494848 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1495691.250000 Penalty: 3294.890381
	Iteration 3F: 3 clusters Score -1495691 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1496960.375000 Penalty: 3294.890381
	Iteration 4F: 3 clusters Score -1496960 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1498599.250000 Penalty: 3294.890381
	Iteration 5F: 3 clusters Score -1498599 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -1500207.875000 Penalty: 3294.890381
	Iteration 6F: 3 clusters Score -1500208 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1501523.625000 Penalty: 3294.890381
	Iteration 7F: 3 clusters Score -1501524 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -1502435.000000 Penalty: 3294.890381
	Iteration 8Q: 3 clusters Score -1502435 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -1502932.625000 Penalty: 3294.890381
	Iteration 9Q: 3 clusters Score -1502933 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -1503182.375000 Penalty: 3294.890381
	Iteration 10Q: 3 clusters Score -1503182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -1503303.375000 Penalty: 3294.890381
	Iteration 11Q: 3 clusters Score -1503303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -1503373.250000 Penalty: 3294.890381
	Iteration 12Q: 3 clusters Score -1503373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -1503401.625000 Penalty: 3294.890381
	Iteration 13Q: 3 clusters Score -1503402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -1503416.375000 Penalty: 3294.890381
	Iteration 14Q: 3 clusters Score -1503416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -1503440.000000 Penalty: 3294.890381
	Iteration 15Q: 3 clusters Score -1503440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -1503457.625000 Penalty: 3294.890381
	Iteration 16Q: 3 clusters Score -1503458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -1503469.250000 Penalty: 3294.890381
	Iteration 17Q: 3 clusters Score -1503469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -1503484.625000 Penalty: 3294.890381
	Iteration 18Q: 3 clusters Score -1503485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -1503490.000000 Penalty: 3294.890381
	Iteration 19Q: 3 clusters Score -1503490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -1503491.250000 Penalty: 3294.890381
	Iteration 20F: 3 clusters Score -1503491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -1503492.750000 Penalty: 3294.890381
	Iteration 21Q: 3 clusters Score -1503493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -1503498.875000 Penalty: 3294.890381
	Iteration 22Q: 3 clusters Score -1503499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -1503504.500000 Penalty: 3294.890381
	Iteration 23Q: 3 clusters Score -1503504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -1503508.125000 Penalty: 3294.890381
	Iteration 24Q: 3 clusters Score -1503508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -1503510.125000 Penalty: 3294.890381
	Iteration 25Q: 3 clusters Score -1503510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -1503512.125000 Penalty: 3294.890381
	Iteration 26Q: 3 clusters Score -1503512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -1503512.750000 Penalty: 3294.890381
	Iteration 27Q: 3 clusters Score -1503513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -1503512.750000 Penalty: 3294.890381
	Iteration 28F: 3 clusters Score -1503513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Entering Unmasked Estep 
Score: -870120.250000 Penalty: 1560.606567
	Iteration 0F: 2 clusters Score -870120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -859927.750000 Penalty: 3121.213135
	Iteration 0F: 3 clusters Score -859927.8 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -863754.000000 Penalty: 3121.213135
	Iteration 1F: 3 clusters Score -863754 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -864475.375000 Penalty: 3121.213135
	Iteration 2F: 3 clusters Score -864475.4 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -865305.812500 Penalty: 3121.213135
	Iteration 3F: 3 clusters Score -865305.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -866148.000000 Penalty: 3121.213135
	Iteration 4F: 3 clusters Score -866148 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -866965.062500 Penalty: 3121.213135
	Iteration 5F: 3 clusters Score -866965.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -867730.812500 Penalty: 3121.213135
	Iteration 6F: 3 clusters Score -867730.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -868269.625000 Penalty: 3121.213135
	Iteration 7F: 3 clusters Score -868269.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -868655.625000 Penalty: 3121.213135
	Iteration 8Q: 3 clusters Score -868655.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -868936.750000 Penalty: 3121.213135
	Iteration 9Q: 3 clusters Score -868936.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -869106.937500 Penalty: 3121.213135
	Iteration 10Q: 3 clusters Score -869106.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -869216.750000 Penalty: 3121.213135
	Iteration 11Q: 3 clusters Score -869216.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -869314.687500 Penalty: 3121.213135
	Iteration 12Q: 3 clusters Score -869314.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -869376.812500 Penalty: 3121.213135
	Iteration 13Q: 3 clusters Score -869376.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -869420.875000 Penalty: 3121.213135
	Iteration 14Q: 3 clusters Score -869420.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -869462.187500 Penalty: 3121.213135
	Iteration 15Q: 3 clusters Score -869462.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -869492.625000 Penalty: 3121.213135
	Iteration 16Q: 3 clusters Score -869492.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -869516.750000 Penalty: 3121.213135
	Iteration 17Q: 3 clusters Score -869516.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -869536.062500 Penalty: 3121.213135
	Iteration 18Q: 3 clusters Score -869536.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -869559.375000 Penalty: 3121.213135
	Iteration 19Q: 3 clusters Score -869559.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -869570.687500 Penalty: 3121.213135
	Iteration 20F: 3 clusters Score -869570.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -869587.937500 Penalty: 3121.213135
	Iteration 21Q: 3 clusters Score -869587.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -869606.062500 Penalty: 3121.213135
	Iteration 22Q: 3 clusters Score -869606.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -869616.500000 Penalty: 3121.213135
	Iteration 23Q: 3 clusters Score -869616.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -869622.125000 Penalty: 3121.213135
	Iteration 24Q: 3 clusters Score -869622.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -869626.625000 Penalty: 3121.213135
	Iteration 25Q: 3 clusters Score -869626.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -869634.625000 Penalty: 3121.213135
	Iteration 26Q: 3 clusters Score -869634.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -869641.687500 Penalty: 3121.213135
	Iteration 27Q: 3 clusters Score -869641.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -869643.937500 Penalty: 3121.213135
	Iteration 28Q: 3 clusters Score -869643.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -869652.500000 Penalty: 3121.213135
	Iteration 29Q: 3 clusters Score -869652.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -869653.562500 Penalty: 3121.213135
	Iteration 30Q: 3 clusters Score -869653.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -869659.062500 Penalty: 3121.213135
	Iteration 31Q: 3 clusters Score -869659.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -869665.625000 Penalty: 3121.213135
	Iteration 32Q: 3 clusters Score -869665.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -869667.312500 Penalty: 3121.213135
	Iteration 33Q: 3 clusters Score -869667.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -869669.312500 Penalty: 3121.213135
	Iteration 34Q: 3 clusters Score -869669.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -869672.187500 Penalty: 3121.213135
	Iteration 35Q: 3 clusters Score -869672.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -869671.750000 Penalty: 3121.213135
	Iteration 36Q: 3 clusters Score -869671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -869673.812500 Penalty: 3121.213135
	Iteration 37Q: 3 clusters Score -869673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -869675.187500 Penalty: 3121.213135
	Iteration 38Q: 3 clusters Score -869675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -869677.062500 Penalty: 3121.213135
	Iteration 39Q: 3 clusters Score -869677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -869675.500000 Penalty: 3121.213135
	Iteration 40F: 3 clusters Score -869675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -869676.625000 Penalty: 3121.213135
	Iteration 41Q: 3 clusters Score -869676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -869679.625000 Penalty: 3121.213135
	Iteration 42Q: 3 clusters Score -869679.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -869682.625000 Penalty: 3121.213135
	Iteration 43Q: 3 clusters Score -869682.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -869683.562500 Penalty: 3121.213135
	Iteration 44Q: 3 clusters Score -869683.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -869683.812500 Penalty: 3121.213135
	Iteration 45Q: 3 clusters Score -869683.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -869685.375000 Penalty: 3121.213135
	Iteration 46Q: 3 clusters Score -869685.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -869686.250000 Penalty: 3121.213135
	Iteration 47Q: 3 clusters Score -869686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -869688.125000 Penalty: 3121.213135
	Iteration 48Q: 3 clusters Score -869688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -869689.625000 Penalty: 3121.213135
	Iteration 49Q: 3 clusters Score -869689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -869689.375000 Penalty: 3121.213135
	Iteration 50Q: 3 clusters Score -869689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -869691.375000 Penalty: 3121.213135
	Iteration 51Q: 3 clusters Score -869691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -869692.750000 Penalty: 3121.213135
	Iteration 52Q: 3 clusters Score -869692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -869693.875000 Penalty: 3121.213135
	Iteration 53Q: 3 clusters Score -869693.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -869695.687500 Penalty: 3121.213135
	Iteration 54Q: 3 clusters Score -869695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -869693.750000 Penalty: 3121.213135
	Iteration 55Q: 3 clusters Score -869693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -869694.500000 Penalty: 3121.213135
	Iteration 56Q: 3 clusters Score -869694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -869694.750000 Penalty: 3121.213135
	Iteration 57Q: 3 clusters Score -869694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -869695.937500 Penalty: 3121.213135
	Iteration 58Q: 3 clusters Score -869695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -869696.187500 Penalty: 3121.213135
	Iteration 59Q: 3 clusters Score -869696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -869694.250000 Penalty: 3121.213135
	Iteration 60F: 3 clusters Score -869694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -869695.000000 Penalty: 3121.213135
	Iteration 61Q: 3 clusters Score -869695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -869695.812500 Penalty: 3121.213135
	Iteration 62Q: 3 clusters Score -869695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -869695.500000 Penalty: 3121.213135
	Iteration 63Q: 3 clusters Score -869695.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -869697.500000 Penalty: 3121.213135
	Iteration 64Q: 3 clusters Score -869697.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -869696.750000 Penalty: 3121.213135
	Iteration 65Q: 3 clusters Score -869696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -869696.625000 Penalty: 3121.213135
	Iteration 66Q: 3 clusters Score -869696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -869696.812500 Penalty: 3121.213135
	Iteration 67Q: 3 clusters Score -869696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -869696.812500 Penalty: 3121.213135
	Iteration 68F: 3 clusters Score -869696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -499924.750000 Penalty: 1486.296753
	Iteration 0F: 2 clusters Score -499924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -493212.937500 Penalty: 2972.593506
	Iteration 0F: 3 clusters Score -493212.9 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -495782.656250 Penalty: 2972.593506
	Iteration 1F: 3 clusters Score -495782.7 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -496862.343750 Penalty: 2972.593506
	Iteration 2F: 3 clusters Score -496862.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -498664.968750 Penalty: 2972.593506
	Iteration 3F: 3 clusters Score -498665 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -501038.062500 Penalty: 2972.593506
	Iteration 4F: 3 clusters Score -501038.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -502681.781250 Penalty: 2972.593506
	Iteration 5F: 3 clusters Score -502681.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -503291.656250 Penalty: 2972.593506
	Iteration 6Q: 3 clusters Score -503291.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -503388.375000 Penalty: 2972.593506
	Iteration 7Q: 3 clusters Score -503388.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -503393.593750 Penalty: 2972.593506
	Iteration 8Q: 3 clusters Score -503393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -503392.781250 Penalty: 2972.593506
	Iteration 9Q: 3 clusters Score -503392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -503392.781250 Penalty: 2972.593506
	Iteration 10F: 3 clusters Score -503392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 26777 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1297 members 
Mstep: Class 29 contains 3035 members 
Entering Unmasked Estep 
Score: -12662013.000000 Penalty: 58259.105469
Splitting cluster 18 changes total score from -12614343.000000 to -12662013.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (26777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Entering Unmasked Estep 
Score: -1496760.500000 Penalty: 1656.735962
	Iteration 0F: 2 clusters Score -1496760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1478642.750000 Penalty: 3313.471924
	Iteration 0F: 3 clusters Score -1478643 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1486271.000000 Penalty: 3313.471924
	Iteration 1F: 3 clusters Score -1486271 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1487891.125000 Penalty: 3313.471924
	Iteration 2F: 3 clusters Score -1487891 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1490181.000000 Penalty: 3313.471924
	Iteration 3F: 3 clusters Score -1490181 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1492978.125000 Penalty: 3313.471924
	Iteration 4F: 3 clusters Score -1492978 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1495755.250000 Penalty: 3313.471924
	Iteration 5F: 3 clusters Score -1495755 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1497713.375000 Penalty: 3313.471924
	Iteration 6F: 3 clusters Score -1497713 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1498688.875000 Penalty: 3313.471924
	Iteration 7Q: 3 clusters Score -1498689 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1499271.750000 Penalty: 3313.471924
	Iteration 8Q: 3 clusters Score -1499272 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1499653.625000 Penalty: 3313.471924
	Iteration 9Q: 3 clusters Score -1499654 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1499830.500000 Penalty: 3313.471924
	Iteration 10Q: 3 clusters Score -1499830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1499904.500000 Penalty: 3313.471924
	Iteration 11Q: 3 clusters Score -1499904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1499923.750000 Penalty: 3313.471924
	Iteration 12Q: 3 clusters Score -1499924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1499935.500000 Penalty: 3313.471924
	Iteration 13Q: 3 clusters Score -1499936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1499942.875000 Penalty: 3313.471924
	Iteration 14Q: 3 clusters Score -1499943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1499944.250000 Penalty: 3313.471924
	Iteration 15Q: 3 clusters Score -1499944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1499949.125000 Penalty: 3313.471924
	Iteration 16Q: 3 clusters Score -1499949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1499952.875000 Penalty: 3313.471924
	Iteration 17Q: 3 clusters Score -1499953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1499951.750000 Penalty: 3313.471924
	Iteration 18Q: 3 clusters Score -1499952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1499953.000000 Penalty: 3313.471924
	Iteration 19Q: 3 clusters Score -1499953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1499950.875000 Penalty: 3313.471924
	Iteration 20F: 3 clusters Score -1499951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1499955.750000 Penalty: 3313.471924
	Iteration 21Q: 3 clusters Score -1499956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1499952.750000 Penalty: 3313.471924
	Iteration 22Q: 3 clusters Score -1499953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1499950.875000 Penalty: 3313.471924
	Iteration 23Q: 3 clusters Score -1499951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1499953.125000 Penalty: 3313.471924
	Iteration 24Q: 3 clusters Score -1499953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1499955.250000 Penalty: 3313.471924
	Iteration 25Q: 3 clusters Score -1499955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1499960.000000 Penalty: 3313.471924
	Iteration 26Q: 3 clusters Score -1499960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1499957.750000 Penalty: 3313.471924
	Iteration 27Q: 3 clusters Score -1499958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1499960.250000 Penalty: 3313.471924
	Iteration 28Q: 3 clusters Score -1499960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1499961.750000 Penalty: 3313.471924
	Iteration 29Q: 3 clusters Score -1499962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1499961.750000 Penalty: 3313.471924
	Iteration 30Q: 3 clusters Score -1499962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1499961.250000 Penalty: 3313.471924
	Iteration 31Q: 3 clusters Score -1499961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1499959.750000 Penalty: 3313.471924
	Iteration 32Q: 3 clusters Score -1499960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1499960.750000 Penalty: 3313.471924
	Iteration 33Q: 3 clusters Score -1499961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1499962.375000 Penalty: 3313.471924
	Iteration 34Q: 3 clusters Score -1499962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1499965.000000 Penalty: 3313.471924
	Iteration 35Q: 3 clusters Score -1499965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1499963.125000 Penalty: 3313.471924
	Iteration 36Q: 3 clusters Score -1499963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1499963.125000 Penalty: 3313.471924
	Iteration 37F: 3 clusters Score -1499963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 23152 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1297 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 3625 members 
Entering Unmasked Estep 
Score: -12664832.000000 Penalty: 60268.039062
Splitting cluster 19 changes total score from -12614343.000000 to -12664832.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -97473.328125 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -97473.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -95400.132812 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -95400.13 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -96168.578125 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -96168.58 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -96765.382812 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -96765.38 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -97302.234375 Penalty: 2485.995361
	Iteration 3F: 3 clusters Score -97302.23 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -97734.835938 Penalty: 2485.995361
	Iteration 4F: 3 clusters Score -97734.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -98049.125000 Penalty: 2485.995361
	Iteration 5F: 3 clusters Score -98049.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -98223.968750 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -98223.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -98334.117188 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -98334.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -98572.835938 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -98572.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -98828.421875 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -98828.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -98923.679688 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -98923.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -99060.406250 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -99060.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -99188.656250 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -99188.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -99323.812500 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -99323.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -99447.046875 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -99447.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -99546.531250 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -99546.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -99640.617188 Penalty: 2485.995361
	Iteration 16Q: 3 clusters Score -99640.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -99690.882812 Penalty: 2485.995361
	Iteration 17Q: 3 clusters Score -99690.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -99730.335938 Penalty: 2485.995361
	Iteration 18Q: 3 clusters Score -99730.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -99787.429688 Penalty: 2485.995361
	Iteration 19Q: 3 clusters Score -99787.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -100034.382812 Penalty: 2485.995361
	Iteration 20F: 3 clusters Score -100034.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -100319.148438 Penalty: 2485.995361
	Iteration 21Q: 3 clusters Score -100319.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -100437.164062 Penalty: 2485.995361
	Iteration 22Q: 3 clusters Score -100437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -100474.617188 Penalty: 2485.995361
	Iteration 23Q: 3 clusters Score -100474.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -100486.101562 Penalty: 2485.995361
	Iteration 24Q: 3 clusters Score -100486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -100490.390625 Penalty: 2485.995361
	Iteration 25Q: 3 clusters Score -100490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -100492.718750 Penalty: 2485.995361
	Iteration 26Q: 3 clusters Score -100492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -100494.226562 Penalty: 2485.995361
	Iteration 27Q: 3 clusters Score -100494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -100496.226562 Penalty: 2485.995361
	Iteration 28Q: 3 clusters Score -100496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -100502.843750 Penalty: 2485.995361
	Iteration 29Q: 3 clusters Score -100502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -100503.898438 Penalty: 2485.995361
	Iteration 30Q: 3 clusters Score -100503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -100504.773438 Penalty: 2485.995361
	Iteration 31Q: 3 clusters Score -100504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -100511.742188 Penalty: 2485.995361
	Iteration 32F: 3 clusters Score -100511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -100514.257812 Penalty: 2485.995361
	Iteration 33Q: 3 clusters Score -100514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -100514.257812 Penalty: 2485.995361
	Iteration 34F: 3 clusters Score -100514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 12421 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 23152 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 14337 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 1058 members 
Mstep: Class 28 contains 1297 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 3625 members 
Mstep: Class 31 contains 981 members 
Entering Unmasked Estep 
Score: -12667087.000000 Penalty: 62276.972656
Splitting cluster 20 changes total score from -12614343.000000 to -12667087.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 27607 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 12094 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 14096 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 312 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 23152 members 
Mstep: Class 20 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12672972.000000 Penalty: 62276.972656
Iteration 39Q: 32 clusters Score -1.267297e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 28079 members 
Mstep: Class 4 contains 8832 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 12341 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 11708 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 13 contains 14093 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 25345 members 
Mstep: Class 17 contains 14693 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 23267 members 
Mstep: Class 20 contains 1117 members 
Mstep: Class 21 contains 13724 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 1399 members 
Mstep: Class 24 contains 17119 members 
Mstep: Class 25 contains 4682 members 
Mstep: Class 26 contains 1463 members 
Mstep: Class 27 contains 1005 members 
Mstep: Class 28 contains 1447 members 
Mstep: Class 29 contains 2997 members 
Mstep: Class 30 contains 3722 members 
Mstep: Class 31 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12679739.000000 Penalty: 62276.972656
Iteration 40F: 32 clusters Score -1.267974e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 28351 members 
Mstep: Class 4 contains 8874 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 2646 members 
Mstep: Class 7 contains 12458 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 638 members 
Mstep: Class 13 contains 13782 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 25170 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 23005 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 13938 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 1400 members 
Mstep: Class 24 contains 17160 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 26 contains 1488 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 1802 members 
Mstep: Class 29 contains 3226 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12682998.000000 Penalty: 62276.972656
Iteration 41Q: 32 clusters Score -1.2683e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 28416 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 12502 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 11351 members 
Mstep: Class 11 contains 5910 members 
Mstep: Class 12 contains 618 members 
Mstep: Class 13 contains 13552 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 309 members 
Mstep: Class 16 contains 25033 members 
Mstep: Class 17 contains 14123 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 14026 members 
Mstep: Class 22 contains 3456 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 2123 members 
Mstep: Class 29 contains 3462 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12684363.000000 Penalty: 62276.972656
Iteration 42Q: 32 clusters Score -1.268436e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 4575 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 609 members 
Mstep: Class 13 contains 13363 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 22433 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 14085 members 
Mstep: Class 22 contains 3460 members 
Mstep: Class 23 contains 1401 members 
Mstep: Class 24 contains 17167 members 
Mstep: Class 25 contains 4745 members 
Mstep: Class 26 contains 1531 members 
Mstep: Class 27 contains 991 members 
Mstep: Class 28 contains 2429 members 
Mstep: Class 29 contains 3739 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12685523.000000 Penalty: 62276.972656
Iteration 43Q: 32 clusters Score -1.268552e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 28424 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 12482 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 13187 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 308 members 
Mstep: Class 16 contains 24840 members 
Mstep: Class 17 contains 13533 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 22009 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 14094 members 
Mstep: Class 22 contains 3454 members 
Mstep: Class 23 contains 1396 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 4745 members 
Mstep: Class 26 contains 1552 members 
Mstep: Class 27 contains 990 members 
Mstep: Class 28 contains 2713 members 
Mstep: Class 29 contains 4119 members 
Mstep: Class 30 contains 3853 members 
Mstep: Class 31 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686678.000000 Penalty: 62276.972656
Iteration 44Q: 32 clusters Score -1.268668e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 28423 members 
Mstep: Class 4 contains 9089 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 12464 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5643 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 13048 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24787 members 
Mstep: Class 17 contains 13268 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 21499 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 14087 members 
Mstep: Class 22 contains 3444 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1566 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 2936 members 
Mstep: Class 29 contains 4589 members 
Mstep: Class 30 contains 3893 members 
Mstep: Class 31 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687809.000000 Penalty: 62276.972656
Iteration 45Q: 32 clusters Score -1.268781e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 9152 members 
Mstep: Class 5 contains 5134 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 599 members 
Mstep: Class 13 contains 12931 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24737 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 21036 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 14008 members 
Mstep: Class 22 contains 3443 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 17170 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688678.000000 Penalty: 62276.972656
Iteration 46Q: 32 clusters Score -1.268868e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 28426 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 12398 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 12821 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24702 members 
Mstep: Class 17 contains 12817 members 
Mstep: Class 18 contains 6300 members 
Mstep: Class 19 contains 20661 members 
Mstep: Class 20 contains 1121 members 
Mstep: Class 21 contains 13935 members 
Mstep: Class 22 contains 3444 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 17173 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 1004 members 
Mstep: Class 28 contains 3318 members 
Mstep: Class 29 contains 5287 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689178.000000 Penalty: 62276.972656
Iteration 47Q: 32 clusters Score -1.268918e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 12360 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 601 members 
Mstep: Class 13 contains 12729 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24667 members 
Mstep: Class 17 contains 12650 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 20405 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 13857 members 
Mstep: Class 22 contains 3441 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 17175 members 
Mstep: Class 25 contains 4746 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 1000 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 5486 members 
Mstep: Class 30 contains 4056 members 
Mstep: Class 31 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689670.000000 Penalty: 62276.972656
Iteration 48Q: 32 clusters Score -1.268967e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 28427 members 
Mstep: Class 4 contains 9377 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 12339 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 5276 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 12639 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24633 members 
Mstep: Class 17 contains 12496 members 
Mstep: Class 18 contains 6305 members 
Mstep: Class 19 contains 20218 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 13801 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 1353 members 
Mstep: Class 24 contains 17179 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 1001 members 
Mstep: Class 28 contains 3612 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689964.000000 Penalty: 62276.972656
Iteration 49Q: 32 clusters Score -1.268996e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 28430 members 
Mstep: Class 4 contains 9432 members 
Mstep: Class 5 contains 5590 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 12336 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5359 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 12545 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 12361 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 20083 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 13739 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 17180 members 
Mstep: Class 25 contains 4742 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 1002 members 
Mstep: Class 28 contains 3737 members 
Mstep: Class 29 contains 5709 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 1028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690243.000000 Penalty: 62276.972656
Iteration 50Q: 32 clusters Score -1.269024e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 28434 members 
Mstep: Class 4 contains 9477 members 
Mstep: Class 5 contains 5744 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 12330 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 6302 members 
Mstep: Class 19 contains 19990 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 13708 members 
Mstep: Class 22 contains 3416 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 17181 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 4175 members 
Mstep: Class 31 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690450.000000 Penalty: 62276.972656
Iteration 51Q: 32 clusters Score -1.269045e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 12331 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 5419 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5250 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 12347 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 12071 members 
Mstep: Class 18 contains 6302 members 
Mstep: Class 19 contains 19925 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 13688 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 17183 members 
Mstep: Class 25 contains 4751 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 3929 members 
Mstep: Class 29 contains 5794 members 
Mstep: Class 30 contains 4193 members 
Mstep: Class 31 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690618.000000 Penalty: 62276.972656
Iteration 52Q: 32 clusters Score -1.269062e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 6009 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 12340 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24584 members 
Mstep: Class 17 contains 11933 members 
Mstep: Class 18 contains 6301 members 
Mstep: Class 19 contains 19880 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 13640 members 
Mstep: Class 22 contains 3388 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 17182 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 5821 members 
Mstep: Class 30 contains 4215 members 
Mstep: Class 31 contains 1043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690817.000000 Penalty: 62276.972656
Iteration 53Q: 32 clusters Score -1.269082e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 988 members 
Mstep: Class 3 contains 28439 members 
Mstep: Class 4 contains 9646 members 
Mstep: Class 5 contains 6124 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 12367 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24576 members 
Mstep: Class 17 contains 11837 members 
Mstep: Class 18 contains 6299 members 
Mstep: Class 19 contains 19833 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 13587 members 
Mstep: Class 22 contains 3368 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 17183 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 1698 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 5847 members 
Mstep: Class 30 contains 4236 members 
Mstep: Class 31 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690938.000000 Penalty: 62276.972656
Iteration 54Q: 32 clusters Score -1.269094e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 28439 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 12377 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 12128 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24576 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 6298 members 
Mstep: Class 19 contains 19804 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 13517 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 1347 members 
Mstep: Class 24 contains 17182 members 
Mstep: Class 25 contains 4741 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 4124 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 4248 members 
Mstep: Class 31 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691047.000000 Penalty: 62276.972656
Iteration 55Q: 32 clusters Score -1.269105e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1002 members 
Mstep: Class 3 contains 28439 members 
Mstep: Class 4 contains 9715 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 12370 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 5569 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 5040 members 
Mstep: Class 12 contains 590 members 
Mstep: Class 13 contains 12073 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24589 members 
Mstep: Class 17 contains 11646 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 19779 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 13475 members 
Mstep: Class 22 contains 3349 members 
Mstep: Class 23 contains 1349 members 
Mstep: Class 24 contains 17185 members 
Mstep: Class 25 contains 4741 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 4178 members 
Mstep: Class 29 contains 5877 members 
Mstep: Class 30 contains 4261 members 
Mstep: Class 31 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691133.000000 Penalty: 62276.972656
Iteration 56Q: 32 clusters Score -1.269113e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 28441 members 
Mstep: Class 4 contains 9744 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 12365 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 5594 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 12036 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 307 members 
Mstep: Class 16 contains 24601 members 
Mstep: Class 17 contains 11558 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19760 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 13411 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 1354 members 
Mstep: Class 24 contains 17186 members 
Mstep: Class 25 contains 4744 members 
Mstep: Class 26 contains 1730 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 4229 members 
Mstep: Class 29 contains 5883 members 
Mstep: Class 30 contains 4273 members 
Mstep: Class 31 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691307.000000 Penalty: 62276.972656
Iteration 57Q: 32 clusters Score -1.269131e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 28441 members 
Mstep: Class 4 contains 9767 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 12361 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 12009 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24607 members 
Mstep: Class 17 contains 11478 members 
Mstep: Class 18 contains 6295 members 
Mstep: Class 19 contains 19746 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 13346 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 17186 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 4298 members 
Mstep: Class 29 contains 5889 members 
Mstep: Class 30 contains 4282 members 
Mstep: Class 31 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691438.000000 Penalty: 62276.972656
Iteration 58Q: 32 clusters Score -1.269144e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 28441 members 
Mstep: Class 4 contains 9790 members 
Mstep: Class 5 contains 6586 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 12344 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4991 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24600 members 
Mstep: Class 17 contains 11434 members 
Mstep: Class 18 contains 6295 members 
Mstep: Class 19 contains 19733 members 
Mstep: Class 20 contains 1129 members 
Mstep: Class 21 contains 13304 members 
Mstep: Class 22 contains 3326 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 17186 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 990 members 
Mstep: Class 28 contains 4349 members 
Mstep: Class 29 contains 5898 members 
Mstep: Class 30 contains 4289 members 
Mstep: Class 31 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691457.000000 Penalty: 62276.972656
Iteration 59Q: 32 clusters Score -1.269146e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 9820 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 12323 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 11959 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 11395 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 13279 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 17188 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 4396 members 
Mstep: Class 29 contains 5898 members 
Mstep: Class 30 contains 4290 members 
Mstep: Class 31 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691606.000000 Penalty: 62276.972656
Iteration 60F: 32 clusters Score -1.269161e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 28440 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 12308 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 5579 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11934 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 11306 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19725 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 17188 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 984 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 5898 members 
Mstep: Class 30 contains 4293 members 
Mstep: Class 31 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691783.000000 Penalty: 62276.972656
Iteration 61Q: 32 clusters Score -1.269178e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 28439 members 
Mstep: Class 4 contains 9856 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 12269 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 5572 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 11914 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24595 members 
Mstep: Class 17 contains 11231 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19724 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13238 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 17188 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 983 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 5897 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691813.000000 Penalty: 62276.972656
Iteration 62Q: 32 clusters Score -1.269181e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 6953 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 12230 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 5571 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4975 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 11894 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24590 members 
Mstep: Class 17 contains 11197 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19723 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13219 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 1367 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 980 members 
Mstep: Class 28 contains 4485 members 
Mstep: Class 29 contains 5899 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691900.000000 Penalty: 62276.972656
Iteration 63Q: 32 clusters Score -1.26919e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1060 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 12192 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 11868 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24585 members 
Mstep: Class 17 contains 11160 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19720 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13203 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4756 members 
Mstep: Class 26 contains 1755 members 
Mstep: Class 27 contains 974 members 
Mstep: Class 28 contains 4504 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691959.000000 Penalty: 62276.972656
Iteration 64Q: 32 clusters Score -1.269196e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1066 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 9896 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 12151 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 5581 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 11847 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24578 members 
Mstep: Class 17 contains 11133 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19719 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13193 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 970 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 5904 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12691963.000000 Penalty: 62276.972656
Iteration 65Q: 32 clusters Score -1.269196e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 7168 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 12112 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 5583 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 4989 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11823 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24573 members 
Mstep: Class 17 contains 11121 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19715 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13178 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4754 members 
Mstep: Class 26 contains 1764 members 
Mstep: Class 27 contains 969 members 
Mstep: Class 28 contains 4533 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692047.000000 Penalty: 62276.972656
Iteration 66Q: 32 clusters Score -1.269205e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1075 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 9912 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 12074 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11803 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24571 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19710 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13158 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 1766 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 5912 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692071.000000 Penalty: 62276.972656
Iteration 67Q: 32 clusters Score -1.269207e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 9921 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 12038 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5016 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24571 members 
Mstep: Class 17 contains 11128 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19705 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13150 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 1768 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 4540 members 
Mstep: Class 29 contains 5916 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692120.000000 Penalty: 62276.972656
Iteration 68Q: 32 clusters Score -1.269212e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 12012 members 
Mstep: Class 8 contains 4134 members 
Mstep: Class 9 contains 5590 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5015 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11776 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24554 members 
Mstep: Class 17 contains 11141 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19703 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 1769 members 
Mstep: Class 27 contains 963 members 
Mstep: Class 28 contains 4542 members 
Mstep: Class 29 contains 5918 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692143.000000 Penalty: 62276.972656
Iteration 69Q: 32 clusters Score -1.269214e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 9956 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 11989 members 
Mstep: Class 8 contains 4141 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11764 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24534 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19700 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13134 members 
Mstep: Class 22 contains 3211 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 4548 members 
Mstep: Class 29 contains 5920 members 
Mstep: Class 30 contains 4294 members 
Mstep: Class 31 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692148.000000 Penalty: 62276.972656
Iteration 70Q: 32 clusters Score -1.269215e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 9972 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11969 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 5589 members 
Mstep: Class 10 contains 11337 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11760 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24520 members 
Mstep: Class 17 contains 11145 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19697 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13120 members 
Mstep: Class 22 contains 3209 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4751 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 4555 members 
Mstep: Class 29 contains 5921 members 
Mstep: Class 30 contains 4296 members 
Mstep: Class 31 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692195.000000 Penalty: 62276.972656
Iteration 71Q: 32 clusters Score -1.26922e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 28438 members 
Mstep: Class 4 contains 9984 members 
Mstep: Class 5 contains 7361 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 5586 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 11760 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24510 members 
Mstep: Class 17 contains 11141 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19691 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13113 members 
Mstep: Class 22 contains 3206 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 4557 members 
Mstep: Class 29 contains 5926 members 
Mstep: Class 30 contains 4296 members 
Mstep: Class 31 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692198.000000 Penalty: 62276.972656
Iteration 72Q: 32 clusters Score -1.26922e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 10000 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11965 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 5584 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 11759 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24504 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19681 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13107 members 
Mstep: Class 22 contains 3204 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 5935 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692219.000000 Penalty: 62276.972656
Iteration 73Q: 32 clusters Score -1.269222e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11955 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 5578 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 11756 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19674 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13105 members 
Mstep: Class 22 contains 3196 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4752 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 952 members 
Mstep: Class 28 contains 4575 members 
Mstep: Class 29 contains 5938 members 
Mstep: Class 30 contains 4301 members 
Mstep: Class 31 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692210.000000 Penalty: 62276.972656
Iteration 74Q: 32 clusters Score -1.269221e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 7398 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 11757 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24496 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19670 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13097 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 4589 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 4304 members 
Mstep: Class 31 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692226.000000 Penalty: 62276.972656
Iteration 75Q: 32 clusters Score -1.269223e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10034 members 
Mstep: Class 5 contains 7407 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11932 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 5575 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 11756 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24497 members 
Mstep: Class 17 contains 11122 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19668 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13089 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 944 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 5940 members 
Mstep: Class 30 contains 4304 members 
Mstep: Class 31 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692220.000000 Penalty: 62276.972656
Iteration 76Q: 32 clusters Score -1.269222e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10052 members 
Mstep: Class 5 contains 7417 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11920 members 
Mstep: Class 8 contains 4146 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11752 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24496 members 
Mstep: Class 17 contains 11116 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19667 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13084 members 
Mstep: Class 22 contains 3196 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 942 members 
Mstep: Class 28 contains 4603 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4304 members 
Mstep: Class 31 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692240.000000 Penalty: 62276.972656
Iteration 77Q: 32 clusters Score -1.269224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 7427 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11917 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 5576 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11748 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24496 members 
Mstep: Class 17 contains 11107 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19666 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13083 members 
Mstep: Class 22 contains 3197 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 939 members 
Mstep: Class 28 contains 4603 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692236.000000 Penalty: 62276.972656
Iteration 78Q: 32 clusters Score -1.269224e+07 nChanged 76
Entering ConstructFrom: 
Score: -12692236.000000 Penalty: 62276.972656
Entering ConstructFrom: 
Trying to split cluster 1 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -727291.812500 Penalty: 1529.485596
	Iteration 0F: 2 clusters Score -727291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -718688.187500 Penalty: 3058.971191
	Iteration 0F: 3 clusters Score -718688.2 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -721638.437500 Penalty: 3058.971191
	Iteration 1F: 3 clusters Score -721638.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -722095.687500 Penalty: 3058.971191
	Iteration 2F: 3 clusters Score -722095.7 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -722699.750000 Penalty: 3058.971191
	Iteration 3F: 3 clusters Score -722699.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -723350.125000 Penalty: 3058.971191
	Iteration 4F: 3 clusters Score -723350.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -724057.562500 Penalty: 3058.971191
	Iteration 5F: 3 clusters Score -724057.6 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -724788.125000 Penalty: 3058.971191
	Iteration 6F: 3 clusters Score -724788.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -725455.500000 Penalty: 3058.971191
	Iteration 7F: 3 clusters Score -725455.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -725985.812500 Penalty: 3058.971191
	Iteration 8F: 3 clusters Score -725985.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -726391.812500 Penalty: 3058.971191
	Iteration 9Q: 3 clusters Score -726391.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -726696.250000 Penalty: 3058.971191
	Iteration 10Q: 3 clusters Score -726696.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -726908.250000 Penalty: 3058.971191
	Iteration 11Q: 3 clusters Score -726908.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -727078.375000 Penalty: 3058.971191
	Iteration 12Q: 3 clusters Score -727078.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -727196.500000 Penalty: 3058.971191
	Iteration 13Q: 3 clusters Score -727196.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -727259.750000 Penalty: 3058.971191
	Iteration 14Q: 3 clusters Score -727259.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -727306.937500 Penalty: 3058.971191
	Iteration 15Q: 3 clusters Score -727306.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -727341.250000 Penalty: 3058.971191
	Iteration 16Q: 3 clusters Score -727341.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -727373.125000 Penalty: 3058.971191
	Iteration 17Q: 3 clusters Score -727373.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -727393.750000 Penalty: 3058.971191
	Iteration 18Q: 3 clusters Score -727393.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -727404.750000 Penalty: 3058.971191
	Iteration 19Q: 3 clusters Score -727404.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -727411.687500 Penalty: 3058.971191
	Iteration 20F: 3 clusters Score -727411.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -727421.000000 Penalty: 3058.971191
	Iteration 21Q: 3 clusters Score -727421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -727425.062500 Penalty: 3058.971191
	Iteration 22Q: 3 clusters Score -727425.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -727429.125000 Penalty: 3058.971191
	Iteration 23Q: 3 clusters Score -727429.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -727436.937500 Penalty: 3058.971191
	Iteration 24Q: 3 clusters Score -727436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -727444.000000 Penalty: 3058.971191
	Iteration 25Q: 3 clusters Score -727444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -727446.062500 Penalty: 3058.971191
	Iteration 26Q: 3 clusters Score -727446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -727451.562500 Penalty: 3058.971191
	Iteration 27Q: 3 clusters Score -727451.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -727455.500000 Penalty: 3058.971191
	Iteration 28Q: 3 clusters Score -727455.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -727461.250000 Penalty: 3058.971191
	Iteration 29Q: 3 clusters Score -727461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -727462.812500 Penalty: 3058.971191
	Iteration 30Q: 3 clusters Score -727462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -727465.125000 Penalty: 3058.971191
	Iteration 31Q: 3 clusters Score -727465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -727466.125000 Penalty: 3058.971191
	Iteration 32Q: 3 clusters Score -727466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -727466.250000 Penalty: 3058.971191
	Iteration 33Q: 3 clusters Score -727466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -727465.812500 Penalty: 3058.971191
	Iteration 34Q: 3 clusters Score -727465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -727466.500000 Penalty: 3058.971191
	Iteration 35Q: 3 clusters Score -727466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -727466.500000 Penalty: 3058.971191
	Iteration 36F: 3 clusters Score -727466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19666 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 1150 members 
Entering Unmasked Estep 
Score: -12691922.000000 Penalty: 64285.910156
Splitting cluster 1 changes total score from -12692236.000000 to -12691922.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -62274.730469 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -62274.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60756.320312 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -60756.32 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -61065.597656 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -61065.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61138.882812 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -61138.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -61198.386719 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -61198.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61235.468750 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -61235.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61266.042969 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -61266.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61291.695312 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -61291.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61314.828125 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -61314.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61330.707031 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -61330.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61343.140625 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -61343.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61348.871094 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -61348.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61354.074219 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -61354.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61358.085938 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -61358.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61360.550781 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -61360.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61361.945312 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -61361.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61362.726562 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -61362.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61364.093750 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -61364.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61364.871094 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -61364.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61364.871094 Penalty: 2276.586670
	Iteration 18F: 3 clusters Score -61364.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Entering Unmasked Estep 
Score: -1651654.375000 Penalty: 1666.498535
	Iteration 0F: 2 clusters Score -1651654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1632473.625000 Penalty: 3332.997070
	Iteration 0F: 3 clusters Score -1632474 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1640138.000000 Penalty: 3332.997070
	Iteration 1F: 3 clusters Score -1640138 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1640734.250000 Penalty: 3332.997070
	Iteration 2F: 3 clusters Score -1640734 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1641392.375000 Penalty: 3332.997070
	Iteration 3Q: 3 clusters Score -1641392 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1642262.500000 Penalty: 3332.997070
	Iteration 4F: 3 clusters Score -1642262 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1643392.250000 Penalty: 3332.997070
	Iteration 5F: 3 clusters Score -1643392 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1644845.875000 Penalty: 3332.997070
	Iteration 6F: 3 clusters Score -1644846 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1646399.625000 Penalty: 3332.997070
	Iteration 7F: 3 clusters Score -1646400 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1647794.250000 Penalty: 3332.997070
	Iteration 8F: 3 clusters Score -1647794 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1648783.000000 Penalty: 3332.997070
	Iteration 9Q: 3 clusters Score -1648783 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1649373.625000 Penalty: 3332.997070
	Iteration 10Q: 3 clusters Score -1649374 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1649730.125000 Penalty: 3332.997070
	Iteration 11Q: 3 clusters Score -1649730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1649940.000000 Penalty: 3332.997070
	Iteration 12Q: 3 clusters Score -1649940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1650060.250000 Penalty: 3332.997070
	Iteration 13Q: 3 clusters Score -1650060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1650155.875000 Penalty: 3332.997070
	Iteration 14Q: 3 clusters Score -1650156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1650186.500000 Penalty: 3332.997070
	Iteration 15Q: 3 clusters Score -1650186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1650197.875000 Penalty: 3332.997070
	Iteration 16Q: 3 clusters Score -1650198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1650211.375000 Penalty: 3332.997070
	Iteration 17Q: 3 clusters Score -1650211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1650223.625000 Penalty: 3332.997070
	Iteration 18Q: 3 clusters Score -1650224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1650232.500000 Penalty: 3332.997070
	Iteration 19Q: 3 clusters Score -1650232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1650241.375000 Penalty: 3332.997070
	Iteration 20F: 3 clusters Score -1650241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1650250.125000 Penalty: 3332.997070
	Iteration 21Q: 3 clusters Score -1650250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1650259.375000 Penalty: 3332.997070
	Iteration 22Q: 3 clusters Score -1650259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1650263.875000 Penalty: 3332.997070
	Iteration 23Q: 3 clusters Score -1650264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1650268.875000 Penalty: 3332.997070
	Iteration 24Q: 3 clusters Score -1650269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1650270.875000 Penalty: 3332.997070
	Iteration 25Q: 3 clusters Score -1650271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1650274.125000 Penalty: 3332.997070
	Iteration 26Q: 3 clusters Score -1650274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1650275.250000 Penalty: 3332.997070
	Iteration 27Q: 3 clusters Score -1650275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1650274.500000 Penalty: 3332.997070
	Iteration 28Q: 3 clusters Score -1650274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1650274.500000 Penalty: 3332.997070
	Iteration 29F: 3 clusters Score -1650274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Entering Unmasked Estep 
Score: -592528.875000 Penalty: 1497.733154
	Iteration 0F: 2 clusters Score -592528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -585286.250000 Penalty: 2995.466309
	Iteration 0F: 3 clusters Score -585286.2 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -587642.312500 Penalty: 2995.466309
	Iteration 1F: 3 clusters Score -587642.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -587968.312500 Penalty: 2995.466309
	Iteration 2F: 3 clusters Score -587968.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -588270.562500 Penalty: 2995.466309
	Iteration 3F: 3 clusters Score -588270.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -588575.062500 Penalty: 2995.466309
	Iteration 4F: 3 clusters Score -588575.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -588925.812500 Penalty: 2995.466309
	Iteration 5F: 3 clusters Score -588925.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -589315.437500 Penalty: 2995.466309
	Iteration 6F: 3 clusters Score -589315.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -589775.312500 Penalty: 2995.466309
	Iteration 7F: 3 clusters Score -589775.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -590191.625000 Penalty: 2995.466309
	Iteration 8Q: 3 clusters Score -590191.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -590523.125000 Penalty: 2995.466309
	Iteration 9Q: 3 clusters Score -590523.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -590754.500000 Penalty: 2995.466309
	Iteration 10Q: 3 clusters Score -590754.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -590907.062500 Penalty: 2995.466309
	Iteration 11Q: 3 clusters Score -590907.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -590993.500000 Penalty: 2995.466309
	Iteration 12Q: 3 clusters Score -590993.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -591053.125000 Penalty: 2995.466309
	Iteration 13Q: 3 clusters Score -591053.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -591086.875000 Penalty: 2995.466309
	Iteration 14Q: 3 clusters Score -591086.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -591108.125000 Penalty: 2995.466309
	Iteration 15Q: 3 clusters Score -591108.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -591123.875000 Penalty: 2995.466309
	Iteration 16Q: 3 clusters Score -591123.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -591131.062500 Penalty: 2995.466309
	Iteration 17Q: 3 clusters Score -591131.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -591141.625000 Penalty: 2995.466309
	Iteration 18Q: 3 clusters Score -591141.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -591145.812500 Penalty: 2995.466309
	Iteration 19Q: 3 clusters Score -591145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -591151.187500 Penalty: 2995.466309
	Iteration 20F: 3 clusters Score -591151.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -591154.750000 Penalty: 2995.466309
	Iteration 21Q: 3 clusters Score -591154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -591159.562500 Penalty: 2995.466309
	Iteration 22Q: 3 clusters Score -591159.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -591160.875000 Penalty: 2995.466309
	Iteration 23Q: 3 clusters Score -591160.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -591162.750000 Penalty: 2995.466309
	Iteration 24Q: 3 clusters Score -591162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -591164.937500 Penalty: 2995.466309
	Iteration 25Q: 3 clusters Score -591164.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -591168.437500 Penalty: 2995.466309
	Iteration 26Q: 3 clusters Score -591168.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -591172.875000 Penalty: 2995.466309
	Iteration 27Q: 3 clusters Score -591172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -591173.812500 Penalty: 2995.466309
	Iteration 28Q: 3 clusters Score -591173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -591173.750000 Penalty: 2995.466309
	Iteration 29Q: 3 clusters Score -591173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -591173.625000 Penalty: 2995.466309
	Iteration 30Q: 3 clusters Score -591173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -591174.250000 Penalty: 2995.466309
	Iteration 31Q: 3 clusters Score -591174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -591174.312500 Penalty: 2995.466309
	Iteration 32Q: 3 clusters Score -591174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -591175.812500 Penalty: 2995.466309
	Iteration 33Q: 3 clusters Score -591175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -591175.812500 Penalty: 2995.466309
	Iteration 34F: 3 clusters Score -591175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Entering Unmasked Estep 
Score: -439346.468750 Penalty: 1448.583008
	Iteration 0F: 2 clusters Score -439346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -433886.750000 Penalty: 2897.166016
	Iteration 0F: 3 clusters Score -433886.8 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -435604.125000 Penalty: 2897.166016
	Iteration 1F: 3 clusters Score -435604.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -435851.250000 Penalty: 2897.166016
	Iteration 2F: 3 clusters Score -435851.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -436075.843750 Penalty: 2897.166016
	Iteration 3F: 3 clusters Score -436075.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -436272.781250 Penalty: 2897.166016
	Iteration 4F: 3 clusters Score -436272.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -436467.093750 Penalty: 2897.166016
	Iteration 5Q: 3 clusters Score -436467.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -436669.781250 Penalty: 2897.166016
	Iteration 6Q: 3 clusters Score -436669.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -436866.125000 Penalty: 2897.166016
	Iteration 7Q: 3 clusters Score -436866.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -437012.500000 Penalty: 2897.166016
	Iteration 8Q: 3 clusters Score -437012.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -437145.500000 Penalty: 2897.166016
	Iteration 9Q: 3 clusters Score -437145.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -437282.875000 Penalty: 2897.166016
	Iteration 10Q: 3 clusters Score -437282.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -437434.281250 Penalty: 2897.166016
	Iteration 11Q: 3 clusters Score -437434.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -437599.843750 Penalty: 2897.166016
	Iteration 12Q: 3 clusters Score -437599.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -437781.093750 Penalty: 2897.166016
	Iteration 13Q: 3 clusters Score -437781.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -437961.500000 Penalty: 2897.166016
	Iteration 14Q: 3 clusters Score -437961.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -438113.656250 Penalty: 2897.166016
	Iteration 15Q: 3 clusters Score -438113.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -438244.750000 Penalty: 2897.166016
	Iteration 16Q: 3 clusters Score -438244.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -438313.250000 Penalty: 2897.166016
	Iteration 17Q: 3 clusters Score -438313.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -438353.593750 Penalty: 2897.166016
	Iteration 18Q: 3 clusters Score -438353.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -438383.593750 Penalty: 2897.166016
	Iteration 19Q: 3 clusters Score -438383.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -438407.250000 Penalty: 2897.166016
	Iteration 20F: 3 clusters Score -438407.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -438423.562500 Penalty: 2897.166016
	Iteration 21Q: 3 clusters Score -438423.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -438432.531250 Penalty: 2897.166016
	Iteration 22Q: 3 clusters Score -438432.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -438441.812500 Penalty: 2897.166016
	Iteration 23Q: 3 clusters Score -438441.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -438447.156250 Penalty: 2897.166016
	Iteration 24Q: 3 clusters Score -438447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -438454.125000 Penalty: 2897.166016
	Iteration 25Q: 3 clusters Score -438454.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -438458.781250 Penalty: 2897.166016
	Iteration 26Q: 3 clusters Score -438458.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -438466.156250 Penalty: 2897.166016
	Iteration 27Q: 3 clusters Score -438466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -438476.250000 Penalty: 2897.166016
	Iteration 28Q: 3 clusters Score -438476.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -438492.062500 Penalty: 2897.166016
	Iteration 29Q: 3 clusters Score -438492.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -438515.218750 Penalty: 2897.166016
	Iteration 30Q: 3 clusters Score -438515.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -438538.125000 Penalty: 2897.166016
	Iteration 31Q: 3 clusters Score -438538.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -438554.000000 Penalty: 2897.166016
	Iteration 32Q: 3 clusters Score -438554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -438567.406250 Penalty: 2897.166016
	Iteration 33Q: 3 clusters Score -438567.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -438587.843750 Penalty: 2897.166016
	Iteration 34Q: 3 clusters Score -438587.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -438609.656250 Penalty: 2897.166016
	Iteration 35Q: 3 clusters Score -438609.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -438623.531250 Penalty: 2897.166016
	Iteration 36Q: 3 clusters Score -438623.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -438631.500000 Penalty: 2897.166016
	Iteration 37Q: 3 clusters Score -438631.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -438639.562500 Penalty: 2897.166016
	Iteration 38Q: 3 clusters Score -438639.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -438645.500000 Penalty: 2897.166016
	Iteration 39Q: 3 clusters Score -438645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -438648.625000 Penalty: 2897.166016
	Iteration 40F: 3 clusters Score -438648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -438653.781250 Penalty: 2897.166016
	Iteration 41Q: 3 clusters Score -438653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -438657.718750 Penalty: 2897.166016
	Iteration 42Q: 3 clusters Score -438657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -438664.281250 Penalty: 2897.166016
	Iteration 43Q: 3 clusters Score -438664.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -438668.437500 Penalty: 2897.166016
	Iteration 44Q: 3 clusters Score -438668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -438673.781250 Penalty: 2897.166016
	Iteration 45Q: 3 clusters Score -438673.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -438677.531250 Penalty: 2897.166016
	Iteration 46Q: 3 clusters Score -438677.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -438681.468750 Penalty: 2897.166016
	Iteration 47Q: 3 clusters Score -438681.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -438685.375000 Penalty: 2897.166016
	Iteration 48Q: 3 clusters Score -438685.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -438688.500000 Penalty: 2897.166016
	Iteration 49Q: 3 clusters Score -438688.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -438691.750000 Penalty: 2897.166016
	Iteration 50Q: 3 clusters Score -438691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -438693.187500 Penalty: 2897.166016
	Iteration 51Q: 3 clusters Score -438693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -438694.843750 Penalty: 2897.166016
	Iteration 52Q: 3 clusters Score -438694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -438696.218750 Penalty: 2897.166016
	Iteration 53Q: 3 clusters Score -438696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -438698.125000 Penalty: 2897.166016
	Iteration 54Q: 3 clusters Score -438698.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -438698.593750 Penalty: 2897.166016
	Iteration 55Q: 3 clusters Score -438698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -438699.875000 Penalty: 2897.166016
	Iteration 56Q: 3 clusters Score -438699.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -438703.281250 Penalty: 2897.166016
	Iteration 57Q: 3 clusters Score -438703.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -438705.906250 Penalty: 2897.166016
	Iteration 58Q: 3 clusters Score -438705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -438709.593750 Penalty: 2897.166016
	Iteration 59Q: 3 clusters Score -438709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -438712.250000 Penalty: 2897.166016
	Iteration 60F: 3 clusters Score -438712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -438715.687500 Penalty: 2897.166016
	Iteration 61Q: 3 clusters Score -438715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -438716.968750 Penalty: 2897.166016
	Iteration 62Q: 3 clusters Score -438717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -438718.781250 Penalty: 2897.166016
	Iteration 63Q: 3 clusters Score -438718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -438719.937500 Penalty: 2897.166016
	Iteration 64Q: 3 clusters Score -438719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -438720.000000 Penalty: 2897.166016
	Iteration 65Q: 3 clusters Score -438720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -438721.406250 Penalty: 2897.166016
	Iteration 66Q: 3 clusters Score -438721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -438721.781250 Penalty: 2897.166016
	Iteration 67Q: 3 clusters Score -438721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -438722.406250 Penalty: 2897.166016
	Iteration 68Q: 3 clusters Score -438722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -438722.187500 Penalty: 2897.166016
	Iteration 69Q: 3 clusters Score -438722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -438722.187500 Penalty: 2897.166016
	Iteration 70F: 3 clusters Score -438722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -149186.765625 Penalty: 1281.610352
	Iteration 0F: 2 clusters Score -149186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -146619.921875 Penalty: 2563.220703
	Iteration 0F: 3 clusters Score -146619.9 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -147203.171875 Penalty: 2563.220703
	Iteration 1F: 3 clusters Score -147203.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -147369.296875 Penalty: 2563.220703
	Iteration 2F: 3 clusters Score -147369.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -147500.062500 Penalty: 2563.220703
	Iteration 3F: 3 clusters Score -147500.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -147641.796875 Penalty: 2563.220703
	Iteration 4F: 3 clusters Score -147641.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -147742.484375 Penalty: 2563.220703
	Iteration 5Q: 3 clusters Score -147742.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -147816.703125 Penalty: 2563.220703
	Iteration 6Q: 3 clusters Score -147816.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -147879.750000 Penalty: 2563.220703
	Iteration 7Q: 3 clusters Score -147879.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -147934.187500 Penalty: 2563.220703
	Iteration 8Q: 3 clusters Score -147934.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -147981.015625 Penalty: 2563.220703
	Iteration 9Q: 3 clusters Score -147981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -148014.531250 Penalty: 2563.220703
	Iteration 10Q: 3 clusters Score -148014.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -148037.718750 Penalty: 2563.220703
	Iteration 11Q: 3 clusters Score -148037.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -148066.296875 Penalty: 2563.220703
	Iteration 12Q: 3 clusters Score -148066.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -148094.171875 Penalty: 2563.220703
	Iteration 13Q: 3 clusters Score -148094.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -148118.734375 Penalty: 2563.220703
	Iteration 14Q: 3 clusters Score -148118.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -148148.546875 Penalty: 2563.220703
	Iteration 15Q: 3 clusters Score -148148.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -148184.218750 Penalty: 2563.220703
	Iteration 16Q: 3 clusters Score -148184.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -148239.171875 Penalty: 2563.220703
	Iteration 17Q: 3 clusters Score -148239.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -148286.750000 Penalty: 2563.220703
	Iteration 18Q: 3 clusters Score -148286.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -148326.750000 Penalty: 2563.220703
	Iteration 19Q: 3 clusters Score -148326.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -148368.046875 Penalty: 2563.220703
	Iteration 20F: 3 clusters Score -148368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -148419.625000 Penalty: 2563.220703
	Iteration 21Q: 3 clusters Score -148419.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -148474.406250 Penalty: 2563.220703
	Iteration 22Q: 3 clusters Score -148474.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -148544.625000 Penalty: 2563.220703
	Iteration 23Q: 3 clusters Score -148544.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -148597.703125 Penalty: 2563.220703
	Iteration 24Q: 3 clusters Score -148597.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -148625.546875 Penalty: 2563.220703
	Iteration 25Q: 3 clusters Score -148625.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -148652.875000 Penalty: 2563.220703
	Iteration 26Q: 3 clusters Score -148652.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -148683.484375 Penalty: 2563.220703
	Iteration 27Q: 3 clusters Score -148683.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -148710.218750 Penalty: 2563.220703
	Iteration 28Q: 3 clusters Score -148710.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -148727.109375 Penalty: 2563.220703
	Iteration 29Q: 3 clusters Score -148727.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -148736.000000 Penalty: 2563.220703
	Iteration 30Q: 3 clusters Score -148736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -148742.937500 Penalty: 2563.220703
	Iteration 31Q: 3 clusters Score -148742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -148746.953125 Penalty: 2563.220703
	Iteration 32Q: 3 clusters Score -148747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -148749.265625 Penalty: 2563.220703
	Iteration 33Q: 3 clusters Score -148749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -148751.062500 Penalty: 2563.220703
	Iteration 34Q: 3 clusters Score -148751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -148754.531250 Penalty: 2563.220703
	Iteration 35Q: 3 clusters Score -148754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -148756.218750 Penalty: 2563.220703
	Iteration 36Q: 3 clusters Score -148756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -148757.296875 Penalty: 2563.220703
	Iteration 37Q: 3 clusters Score -148757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -148757.609375 Penalty: 2563.220703
	Iteration 38Q: 3 clusters Score -148757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -148757.828125 Penalty: 2563.220703
	Iteration 39Q: 3 clusters Score -148757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -148758.046875 Penalty: 2563.220703
	Iteration 40F: 3 clusters Score -148758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -148759.015625 Penalty: 2563.220703
	Iteration 41Q: 3 clusters Score -148759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -148759.718750 Penalty: 2563.220703
	Iteration 42Q: 3 clusters Score -148759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -148760.859375 Penalty: 2563.220703
	Iteration 43Q: 3 clusters Score -148760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -148760.859375 Penalty: 2563.220703
	Iteration 44F: 3 clusters Score -148760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Entering Unmasked Estep 
Score: -690237.500000 Penalty: 1525.193359
	Iteration 0F: 2 clusters Score -690237.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -681851.062500 Penalty: 3050.386719
	Iteration 0F: 3 clusters Score -681851.1 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -685001.312500 Penalty: 3050.386719
	Iteration 1F: 3 clusters Score -685001.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -685556.750000 Penalty: 3050.386719
	Iteration 2F: 3 clusters Score -685556.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -686095.125000 Penalty: 3050.386719
	Iteration 3F: 3 clusters Score -686095.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -686576.812500 Penalty: 3050.386719
	Iteration 4F: 3 clusters Score -686576.8 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -687008.437500 Penalty: 3050.386719
	Iteration 5F: 3 clusters Score -687008.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -687365.937500 Penalty: 3050.386719
	Iteration 6Q: 3 clusters Score -687365.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -687700.500000 Penalty: 3050.386719
	Iteration 7Q: 3 clusters Score -687700.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -688053.000000 Penalty: 3050.386719
	Iteration 8Q: 3 clusters Score -688053 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -688408.187500 Penalty: 3050.386719
	Iteration 9Q: 3 clusters Score -688408.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -688733.500000 Penalty: 3050.386719
	Iteration 10Q: 3 clusters Score -688733.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -688960.125000 Penalty: 3050.386719
	Iteration 11Q: 3 clusters Score -688960.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -689097.000000 Penalty: 3050.386719
	Iteration 12Q: 3 clusters Score -689097 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -689190.562500 Penalty: 3050.386719
	Iteration 13Q: 3 clusters Score -689190.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -689259.625000 Penalty: 3050.386719
	Iteration 14Q: 3 clusters Score -689259.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -689297.625000 Penalty: 3050.386719
	Iteration 15Q: 3 clusters Score -689297.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -689320.375000 Penalty: 3050.386719
	Iteration 16Q: 3 clusters Score -689320.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -689334.312500 Penalty: 3050.386719
	Iteration 17Q: 3 clusters Score -689334.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -689343.937500 Penalty: 3050.386719
	Iteration 18Q: 3 clusters Score -689343.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -689349.125000 Penalty: 3050.386719
	Iteration 19Q: 3 clusters Score -689349.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -689355.062500 Penalty: 3050.386719
	Iteration 20F: 3 clusters Score -689355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -689356.625000 Penalty: 3050.386719
	Iteration 21Q: 3 clusters Score -689356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -689357.500000 Penalty: 3050.386719
	Iteration 22Q: 3 clusters Score -689357.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -689358.000000 Penalty: 3050.386719
	Iteration 23Q: 3 clusters Score -689358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -689360.750000 Penalty: 3050.386719
	Iteration 24Q: 3 clusters Score -689360.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -689360.187500 Penalty: 3050.386719
	Iteration 25Q: 3 clusters Score -689360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -689362.500000 Penalty: 3050.386719
	Iteration 26Q: 3 clusters Score -689362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -689363.062500 Penalty: 3050.386719
	Iteration 27Q: 3 clusters Score -689363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -689363.125000 Penalty: 3050.386719
	Iteration 28Q: 3 clusters Score -689363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -689363.125000 Penalty: 3050.386719
	Iteration 29F: 3 clusters Score -689363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -233565.906250 Penalty: 1353.373291
	Iteration 0F: 2 clusters Score -233565.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -230136.718750 Penalty: 2706.746582
	Iteration 0F: 3 clusters Score -230136.7 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -231031.875000 Penalty: 2706.746582
	Iteration 1F: 3 clusters Score -231031.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -231234.140625 Penalty: 2706.746582
	Iteration 2F: 3 clusters Score -231234.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -231401.734375 Penalty: 2706.746582
	Iteration 3F: 3 clusters Score -231401.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -231593.796875 Penalty: 2706.746582
	Iteration 4F: 3 clusters Score -231593.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -231866.718750 Penalty: 2706.746582
	Iteration 5F: 3 clusters Score -231866.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -232243.781250 Penalty: 2706.746582
	Iteration 6F: 3 clusters Score -232243.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -232647.859375 Penalty: 2706.746582
	Iteration 7F: 3 clusters Score -232647.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -232997.796875 Penalty: 2706.746582
	Iteration 8F: 3 clusters Score -232997.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -233170.468750 Penalty: 2706.746582
	Iteration 9Q: 3 clusters Score -233170.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233255.875000 Penalty: 2706.746582
	Iteration 10Q: 3 clusters Score -233255.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -233298.593750 Penalty: 2706.746582
	Iteration 11Q: 3 clusters Score -233298.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -233320.343750 Penalty: 2706.746582
	Iteration 12Q: 3 clusters Score -233320.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -233337.390625 Penalty: 2706.746582
	Iteration 13Q: 3 clusters Score -233337.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233350.421875 Penalty: 2706.746582
	Iteration 14Q: 3 clusters Score -233350.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233362.703125 Penalty: 2706.746582
	Iteration 15Q: 3 clusters Score -233362.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -233369.843750 Penalty: 2706.746582
	Iteration 16Q: 3 clusters Score -233369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -233373.953125 Penalty: 2706.746582
	Iteration 17Q: 3 clusters Score -233374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -233378.093750 Penalty: 2706.746582
	Iteration 18Q: 3 clusters Score -233378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -233379.015625 Penalty: 2706.746582
	Iteration 19Q: 3 clusters Score -233379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -233380.437500 Penalty: 2706.746582
	Iteration 20F: 3 clusters Score -233380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -233380.328125 Penalty: 2706.746582
	Iteration 21Q: 3 clusters Score -233380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -233380.328125 Penalty: 2706.746582
	Iteration 22F: 3 clusters Score -233380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -314344.437500 Penalty: 1401.791138
	Iteration 0F: 2 clusters Score -314344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -310063.562500 Penalty: 2803.582275
	Iteration 0F: 3 clusters Score -310063.6 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -311389.062500 Penalty: 2803.582275
	Iteration 1F: 3 clusters Score -311389.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -311752.312500 Penalty: 2803.582275
	Iteration 2F: 3 clusters Score -311752.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -312113.687500 Penalty: 2803.582275
	Iteration 3F: 3 clusters Score -312113.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -312472.343750 Penalty: 2803.582275
	Iteration 4F: 3 clusters Score -312472.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -312836.937500 Penalty: 2803.582275
	Iteration 5F: 3 clusters Score -312836.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -313108.750000 Penalty: 2803.582275
	Iteration 6F: 3 clusters Score -313108.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -313260.937500 Penalty: 2803.582275
	Iteration 7Q: 3 clusters Score -313260.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -313359.875000 Penalty: 2803.582275
	Iteration 8Q: 3 clusters Score -313359.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -313436.531250 Penalty: 2803.582275
	Iteration 9Q: 3 clusters Score -313436.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -313504.687500 Penalty: 2803.582275
	Iteration 10Q: 3 clusters Score -313504.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -313555.968750 Penalty: 2803.582275
	Iteration 11Q: 3 clusters Score -313556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -313584.093750 Penalty: 2803.582275
	Iteration 12Q: 3 clusters Score -313584.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -313605.906250 Penalty: 2803.582275
	Iteration 13Q: 3 clusters Score -313605.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -313630.781250 Penalty: 2803.582275
	Iteration 14Q: 3 clusters Score -313630.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -313659.718750 Penalty: 2803.582275
	Iteration 15Q: 3 clusters Score -313659.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -313713.281250 Penalty: 2803.582275
	Iteration 16Q: 3 clusters Score -313713.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -313795.218750 Penalty: 2803.582275
	Iteration 17Q: 3 clusters Score -313795.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -313919.218750 Penalty: 2803.582275
	Iteration 18Q: 3 clusters Score -313919.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -314129.468750 Penalty: 2803.582275
	Iteration 19Q: 3 clusters Score -314129.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -314377.906250 Penalty: 2803.582275
	Iteration 20F: 3 clusters Score -314377.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -314570.656250 Penalty: 2803.582275
	Iteration 21Q: 3 clusters Score -314570.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -314682.562500 Penalty: 2803.582275
	Iteration 22Q: 3 clusters Score -314682.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -314781.187500 Penalty: 2803.582275
	Iteration 23Q: 3 clusters Score -314781.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -314844.875000 Penalty: 2803.582275
	Iteration 24Q: 3 clusters Score -314844.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -314870.781250 Penalty: 2803.582275
	Iteration 25Q: 3 clusters Score -314870.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -314885.125000 Penalty: 2803.582275
	Iteration 26Q: 3 clusters Score -314885.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -314893.281250 Penalty: 2803.582275
	Iteration 27Q: 3 clusters Score -314893.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -314897.218750 Penalty: 2803.582275
	Iteration 28Q: 3 clusters Score -314897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -314900.875000 Penalty: 2803.582275
	Iteration 29Q: 3 clusters Score -314900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -314902.625000 Penalty: 2803.582275
	Iteration 30Q: 3 clusters Score -314902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -314905.906250 Penalty: 2803.582275
	Iteration 31Q: 3 clusters Score -314905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -314907.562500 Penalty: 2803.582275
	Iteration 32Q: 3 clusters Score -314907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -314909.812500 Penalty: 2803.582275
	Iteration 33Q: 3 clusters Score -314909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -314912.343750 Penalty: 2803.582275
	Iteration 34Q: 3 clusters Score -314912.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -314916.156250 Penalty: 2803.582275
	Iteration 35Q: 3 clusters Score -314916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -314919.375000 Penalty: 2803.582275
	Iteration 36Q: 3 clusters Score -314919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -314920.031250 Penalty: 2803.582275
	Iteration 37Q: 3 clusters Score -314920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -314919.625000 Penalty: 2803.582275
	Iteration 38Q: 3 clusters Score -314919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -314919.625000 Penalty: 2803.582275
	Iteration 39F: 3 clusters Score -314919.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 11745 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19666 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2779 members 
Entering Unmasked Estep 
Score: -12692225.000000 Penalty: 64285.910156
Splitting cluster 9 changes total score from -12692236.000000 to -12692225.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -658549.250000 Penalty: 1517.057617
	Iteration 0F: 2 clusters Score -658549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -650568.437500 Penalty: 3034.115234
	Iteration 0F: 3 clusters Score -650568.4 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -653194.562500 Penalty: 3034.115234
	Iteration 1F: 3 clusters Score -653194.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -653467.062500 Penalty: 3034.115234
	Iteration 2F: 3 clusters Score -653467.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -653721.750000 Penalty: 3034.115234
	Iteration 3Q: 3 clusters Score -653721.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -653999.812500 Penalty: 3034.115234
	Iteration 4Q: 3 clusters Score -653999.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -654308.812500 Penalty: 3034.115234
	Iteration 5F: 3 clusters Score -654308.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -654665.687500 Penalty: 3034.115234
	Iteration 6F: 3 clusters Score -654665.7 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -654971.375000 Penalty: 3034.115234
	Iteration 7F: 3 clusters Score -654971.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -655248.687500 Penalty: 3034.115234
	Iteration 8Q: 3 clusters Score -655248.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -655491.000000 Penalty: 3034.115234
	Iteration 9Q: 3 clusters Score -655491 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -655692.312500 Penalty: 3034.115234
	Iteration 10Q: 3 clusters Score -655692.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -655871.625000 Penalty: 3034.115234
	Iteration 11Q: 3 clusters Score -655871.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -656025.437500 Penalty: 3034.115234
	Iteration 12Q: 3 clusters Score -656025.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -656176.312500 Penalty: 3034.115234
	Iteration 13Q: 3 clusters Score -656176.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -656312.937500 Penalty: 3034.115234
	Iteration 14Q: 3 clusters Score -656312.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -656459.687500 Penalty: 3034.115234
	Iteration 15Q: 3 clusters Score -656459.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -656610.000000 Penalty: 3034.115234
	Iteration 16Q: 3 clusters Score -656610 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -656742.312500 Penalty: 3034.115234
	Iteration 17Q: 3 clusters Score -656742.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -656859.125000 Penalty: 3034.115234
	Iteration 18Q: 3 clusters Score -656859.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -656954.500000 Penalty: 3034.115234
	Iteration 19Q: 3 clusters Score -656954.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -657034.687500 Penalty: 3034.115234
	Iteration 20F: 3 clusters Score -657034.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -657099.312500 Penalty: 3034.115234
	Iteration 21Q: 3 clusters Score -657099.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -657163.625000 Penalty: 3034.115234
	Iteration 22Q: 3 clusters Score -657163.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -657213.562500 Penalty: 3034.115234
	Iteration 23Q: 3 clusters Score -657213.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -657256.000000 Penalty: 3034.115234
	Iteration 24Q: 3 clusters Score -657256 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -657286.250000 Penalty: 3034.115234
	Iteration 25Q: 3 clusters Score -657286.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -657305.500000 Penalty: 3034.115234
	Iteration 26Q: 3 clusters Score -657305.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -657320.000000 Penalty: 3034.115234
	Iteration 27Q: 3 clusters Score -657320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -657334.312500 Penalty: 3034.115234
	Iteration 28Q: 3 clusters Score -657334.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -657348.062500 Penalty: 3034.115234
	Iteration 29Q: 3 clusters Score -657348.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -657364.812500 Penalty: 3034.115234
	Iteration 30Q: 3 clusters Score -657364.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -657372.750000 Penalty: 3034.115234
	Iteration 31Q: 3 clusters Score -657372.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -657380.187500 Penalty: 3034.115234
	Iteration 32Q: 3 clusters Score -657380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -657387.375000 Penalty: 3034.115234
	Iteration 33Q: 3 clusters Score -657387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -657386.500000 Penalty: 3034.115234
	Iteration 34Q: 3 clusters Score -657386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -657389.125000 Penalty: 3034.115234
	Iteration 35Q: 3 clusters Score -657389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -657390.187500 Penalty: 3034.115234
	Iteration 36Q: 3 clusters Score -657390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -657396.312500 Penalty: 3034.115234
	Iteration 37Q: 3 clusters Score -657396.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -657399.125000 Penalty: 3034.115234
	Iteration 38Q: 3 clusters Score -657399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -657402.000000 Penalty: 3034.115234
	Iteration 39Q: 3 clusters Score -657402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -657402.000000 Penalty: 3034.115234
	Iteration 40F: 3 clusters Score -657402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -657405.312500 Penalty: 3034.115234
	Iteration 41Q: 3 clusters Score -657405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -657404.437500 Penalty: 3034.115234
	Iteration 42Q: 3 clusters Score -657404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -657404.437500 Penalty: 3034.115234
	Iteration 43F: 3 clusters Score -657404.4 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: -294060.156250 Penalty: 1384.238770
	Iteration 0F: 2 clusters Score -294060.2 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 2515 members 
Entering Unmasked Estep 
Score: -290177.531250 Penalty: 2768.477539
	Iteration 0F: 3 clusters Score -290177.5 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -291303.093750 Penalty: 2768.477539
	Iteration 1F: 3 clusters Score -291303.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -291546.187500 Penalty: 2768.477539
	Iteration 2F: 3 clusters Score -291546.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -291772.656250 Penalty: 2768.477539
	Iteration 3F: 3 clusters Score -291772.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -292035.812500 Penalty: 2768.477539
	Iteration 4F: 3 clusters Score -292035.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -292290.406250 Penalty: 2768.477539
	Iteration 5F: 3 clusters Score -292290.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -292548.187500 Penalty: 2768.477539
	Iteration 6F: 3 clusters Score -292548.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -292830.187500 Penalty: 2768.477539
	Iteration 7F: 3 clusters Score -292830.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -293140.593750 Penalty: 2768.477539
	Iteration 8F: 3 clusters Score -293140.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -293509.125000 Penalty: 2768.477539
	Iteration 9Q: 3 clusters Score -293509.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -293763.968750 Penalty: 2768.477539
	Iteration 10Q: 3 clusters Score -293764 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -293852.656250 Penalty: 2768.477539
	Iteration 11Q: 3 clusters Score -293852.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -293882.906250 Penalty: 2768.477539
	Iteration 12Q: 3 clusters Score -293882.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -293900.687500 Penalty: 2768.477539
	Iteration 13Q: 3 clusters Score -293900.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -293907.906250 Penalty: 2768.477539
	Iteration 14Q: 3 clusters Score -293907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -293912.093750 Penalty: 2768.477539
	Iteration 15Q: 3 clusters Score -293912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -293913.437500 Penalty: 2768.477539
	Iteration 16Q: 3 clusters Score -293913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -293915.937500 Penalty: 2768.477539
	Iteration 17Q: 3 clusters Score -293915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -293917.468750 Penalty: 2768.477539
	Iteration 18Q: 3 clusters Score -293917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -293918.875000 Penalty: 2768.477539
	Iteration 19Q: 3 clusters Score -293918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -293918.906250 Penalty: 2768.477539
	Iteration 20F: 3 clusters Score -293918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -293921.000000 Penalty: 2768.477539
	Iteration 21Q: 3 clusters Score -293921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -293922.562500 Penalty: 2768.477539
	Iteration 22Q: 3 clusters Score -293922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -293924.281250 Penalty: 2768.477539
	Iteration 23Q: 3 clusters Score -293924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -293926.343750 Penalty: 2768.477539
	Iteration 24Q: 3 clusters Score -293926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -293927.437500 Penalty: 2768.477539
	Iteration 25Q: 3 clusters Score -293927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -293927.906250 Penalty: 2768.477539
	Iteration 26Q: 3 clusters Score -293927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -293928.718750 Penalty: 2768.477539
	Iteration 27Q: 3 clusters Score -293928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -293929.250000 Penalty: 2768.477539
	Iteration 28Q: 3 clusters Score -293929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -293929.250000 Penalty: 2768.477539
	Iteration 29F: 3 clusters Score -293929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -24355.031250 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -24355.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23279.791016 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -23279.79 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23527.638672 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -23527.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23643.238281 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -23643.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23688.330078 Penalty: 2066.298828
	Iteration 3Q: 3 clusters Score -23688.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23733.984375 Penalty: 2066.298828
	Iteration 4Q: 3 clusters Score -23733.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23788.291016 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -23788.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23844.259766 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -23844.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23897.900391 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -23897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23944.798828 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -23944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24005.046875 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -24005.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24056.496094 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -24056.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24118.005859 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -24118.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24187.363281 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -24187.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24246.455078 Penalty: 2066.298828
	Iteration 13Q: 3 clusters Score -24246.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24276.703125 Penalty: 2066.298828
	Iteration 14Q: 3 clusters Score -24276.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24305.958984 Penalty: 2066.298828
	Iteration 15Q: 3 clusters Score -24305.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24310.308594 Penalty: 2066.298828
	Iteration 16Q: 3 clusters Score -24310.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24311.798828 Penalty: 2066.298828
	Iteration 17Q: 3 clusters Score -24311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24312.923828 Penalty: 2066.298828
	Iteration 18Q: 3 clusters Score -24312.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24316.759766 Penalty: 2066.298828
	Iteration 19Q: 3 clusters Score -24316.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24316.759766 Penalty: 2066.298828
	Iteration 20F: 3 clusters Score -24316.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -711061.187500 Penalty: 1522.817139
	Iteration 0F: 2 clusters Score -711061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -702651.812500 Penalty: 3045.634277
	Iteration 0F: 3 clusters Score -702651.8 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -705698.437500 Penalty: 3045.634277
	Iteration 1F: 3 clusters Score -705698.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -706277.250000 Penalty: 3045.634277
	Iteration 2F: 3 clusters Score -706277.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -707143.625000 Penalty: 3045.634277
	Iteration 3F: 3 clusters Score -707143.6 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -708351.562500 Penalty: 3045.634277
	Iteration 4F: 3 clusters Score -708351.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -709763.000000 Penalty: 3045.634277
	Iteration 5F: 3 clusters Score -709763 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -710801.312500 Penalty: 3045.634277
	Iteration 6F: 3 clusters Score -710801.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -711435.937500 Penalty: 3045.634277
	Iteration 7F: 3 clusters Score -711435.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -711845.125000 Penalty: 3045.634277
	Iteration 8Q: 3 clusters Score -711845.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -712119.937500 Penalty: 3045.634277
	Iteration 9Q: 3 clusters Score -712119.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -712463.812500 Penalty: 3045.634277
	Iteration 10Q: 3 clusters Score -712463.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -712788.875000 Penalty: 3045.634277
	Iteration 11Q: 3 clusters Score -712788.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -712935.312500 Penalty: 3045.634277
	Iteration 12Q: 3 clusters Score -712935.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -712963.875000 Penalty: 3045.634277
	Iteration 13Q: 3 clusters Score -712963.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -712968.187500 Penalty: 3045.634277
	Iteration 14Q: 3 clusters Score -712968.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -712970.687500 Penalty: 3045.634277
	Iteration 15Q: 3 clusters Score -712970.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -712972.312500 Penalty: 3045.634277
	Iteration 16Q: 3 clusters Score -712972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -712971.437500 Penalty: 3045.634277
	Iteration 17Q: 3 clusters Score -712971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -712970.937500 Penalty: 3045.634277
	Iteration 18Q: 3 clusters Score -712970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -712970.937500 Penalty: 3045.634277
	Iteration 19F: 3 clusters Score -712970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 19666 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Entering Unmasked Estep 
Score: -12693673.000000 Penalty: 64285.910156
Splitting cluster 13 changes total score from -12692236.000000 to -12693673.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -21791.601562 Penalty: 987.989136
	Iteration 0F: 2 clusters Score -21791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20799.279297 Penalty: 1975.978271
	Iteration 0F: 3 clusters Score -20799.28 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20940.855469 Penalty: 1975.978271
	Iteration 1F: 3 clusters Score -20940.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20991.001953 Penalty: 1975.978271
	Iteration 2Q: 3 clusters Score -20991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21011.949219 Penalty: 1975.978271
	Iteration 3Q: 3 clusters Score -21011.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21046.699219 Penalty: 1975.978271
	Iteration 4Q: 3 clusters Score -21046.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21066.646484 Penalty: 1975.978271
	Iteration 5Q: 3 clusters Score -21066.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21087.339844 Penalty: 1975.978271
	Iteration 6Q: 3 clusters Score -21087.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21098.093750 Penalty: 1975.978271
	Iteration 7Q: 3 clusters Score -21098.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21101.820312 Penalty: 1975.978271
	Iteration 8Q: 3 clusters Score -21101.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21107.994141 Penalty: 1975.978271
	Iteration 9Q: 3 clusters Score -21107.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21115.236328 Penalty: 1975.978271
	Iteration 10Q: 3 clusters Score -21115.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21118.074219 Penalty: 1975.978271
	Iteration 11Q: 3 clusters Score -21118.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21121.521484 Penalty: 1975.978271
	Iteration 12Q: 3 clusters Score -21121.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21121.521484 Penalty: 1975.978271
	Iteration 13F: 3 clusters Score -21121.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -16165.275391 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -16165.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15246.394531 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -15246.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15351.264648 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -15351.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15380.618164 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -15380.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15387.066406 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -15387.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15397.734375 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -15397.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15397.734375 Penalty: 1860.165161
	Iteration 5F: 3 clusters Score -15397.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Entering Unmasked Estep 
Score: -1462805.625000 Penalty: 1642.281372
	Iteration 0F: 2 clusters Score -1462806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1446237.375000 Penalty: 3284.562744
	Iteration 0F: 3 clusters Score -1446237 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1452510.375000 Penalty: 3284.562744
	Iteration 1F: 3 clusters Score -1452510 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1453225.750000 Penalty: 3284.562744
	Iteration 2F: 3 clusters Score -1453226 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1454248.125000 Penalty: 3284.562744
	Iteration 3F: 3 clusters Score -1454248 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1455668.250000 Penalty: 3284.562744
	Iteration 4F: 3 clusters Score -1455668 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1457334.125000 Penalty: 3284.562744
	Iteration 5F: 3 clusters Score -1457334 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1458846.250000 Penalty: 3284.562744
	Iteration 6F: 3 clusters Score -1458846 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1459951.875000 Penalty: 3284.562744
	Iteration 7F: 3 clusters Score -1459952 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1460606.750000 Penalty: 3284.562744
	Iteration 8Q: 3 clusters Score -1460607 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1460969.375000 Penalty: 3284.562744
	Iteration 9Q: 3 clusters Score -1460969 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1461168.000000 Penalty: 3284.562744
	Iteration 10Q: 3 clusters Score -1461168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1461252.250000 Penalty: 3284.562744
	Iteration 11Q: 3 clusters Score -1461252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1461300.875000 Penalty: 3284.562744
	Iteration 12Q: 3 clusters Score -1461301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1461338.625000 Penalty: 3284.562744
	Iteration 13Q: 3 clusters Score -1461339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1461348.875000 Penalty: 3284.562744
	Iteration 14Q: 3 clusters Score -1461349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1461352.125000 Penalty: 3284.562744
	Iteration 15Q: 3 clusters Score -1461352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1461365.500000 Penalty: 3284.562744
	Iteration 16Q: 3 clusters Score -1461366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1461377.375000 Penalty: 3284.562744
	Iteration 17Q: 3 clusters Score -1461377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1461383.000000 Penalty: 3284.562744
	Iteration 18Q: 3 clusters Score -1461383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1461383.375000 Penalty: 3284.562744
	Iteration 19Q: 3 clusters Score -1461383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1461386.500000 Penalty: 3284.562744
	Iteration 20F: 3 clusters Score -1461386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1461391.000000 Penalty: 3284.562744
	Iteration 21Q: 3 clusters Score -1461391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1461391.875000 Penalty: 3284.562744
	Iteration 22Q: 3 clusters Score -1461392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1461391.875000 Penalty: 3284.562744
	Iteration 23F: 3 clusters Score -1461392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Entering Unmasked Estep 
Score: -660625.500000 Penalty: 1513.638794
	Iteration 0F: 2 clusters Score -660625.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -652741.562500 Penalty: 3027.277588
	Iteration 0F: 3 clusters Score -652741.6 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -655271.187500 Penalty: 3027.277588
	Iteration 1F: 3 clusters Score -655271.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -655535.687500 Penalty: 3027.277588
	Iteration 2F: 3 clusters Score -655535.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -655743.187500 Penalty: 3027.277588
	Iteration 3Q: 3 clusters Score -655743.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -655959.375000 Penalty: 3027.277588
	Iteration 4Q: 3 clusters Score -655959.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -656217.625000 Penalty: 3027.277588
	Iteration 5Q: 3 clusters Score -656217.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -656538.625000 Penalty: 3027.277588
	Iteration 6Q: 3 clusters Score -656538.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -656924.687500 Penalty: 3027.277588
	Iteration 7F: 3 clusters Score -656924.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -657409.937500 Penalty: 3027.277588
	Iteration 8F: 3 clusters Score -657409.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -657888.625000 Penalty: 3027.277588
	Iteration 9F: 3 clusters Score -657888.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -658335.062500 Penalty: 3027.277588
	Iteration 10Q: 3 clusters Score -658335.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -658740.125000 Penalty: 3027.277588
	Iteration 11Q: 3 clusters Score -658740.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -659118.750000 Penalty: 3027.277588
	Iteration 12Q: 3 clusters Score -659118.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -659425.937500 Penalty: 3027.277588
	Iteration 13Q: 3 clusters Score -659425.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -659603.937500 Penalty: 3027.277588
	Iteration 14Q: 3 clusters Score -659603.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -659715.687500 Penalty: 3027.277588
	Iteration 15Q: 3 clusters Score -659715.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -659781.687500 Penalty: 3027.277588
	Iteration 16Q: 3 clusters Score -659781.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -659815.812500 Penalty: 3027.277588
	Iteration 17Q: 3 clusters Score -659815.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -659840.687500 Penalty: 3027.277588
	Iteration 18Q: 3 clusters Score -659840.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -659853.562500 Penalty: 3027.277588
	Iteration 19Q: 3 clusters Score -659853.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -659859.625000 Penalty: 3027.277588
	Iteration 20F: 3 clusters Score -659859.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -659864.812500 Penalty: 3027.277588
	Iteration 21Q: 3 clusters Score -659864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -659869.500000 Penalty: 3027.277588
	Iteration 22Q: 3 clusters Score -659869.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -659872.750000 Penalty: 3027.277588
	Iteration 23Q: 3 clusters Score -659872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -659877.312500 Penalty: 3027.277588
	Iteration 24Q: 3 clusters Score -659877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -659879.500000 Penalty: 3027.277588
	Iteration 25Q: 3 clusters Score -659879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -659880.125000 Penalty: 3027.277588
	Iteration 26Q: 3 clusters Score -659880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -659883.437500 Penalty: 3027.277588
	Iteration 27Q: 3 clusters Score -659883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -659885.250000 Penalty: 3027.277588
	Iteration 28Q: 3 clusters Score -659885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -659885.250000 Penalty: 3027.277588
	Iteration 29F: 3 clusters Score -659885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Entering Unmasked Estep 
Score: -345530.468750 Penalty: 1421.496460
	Iteration 0F: 2 clusters Score -345530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -340688.593750 Penalty: 2842.992920
	Iteration 0F: 3 clusters Score -340688.6 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -342228.656250 Penalty: 2842.992920
	Iteration 1F: 3 clusters Score -342228.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -342521.312500 Penalty: 2842.992920
	Iteration 2F: 3 clusters Score -342521.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -342846.500000 Penalty: 2842.992920
	Iteration 3F: 3 clusters Score -342846.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -343249.125000 Penalty: 2842.992920
	Iteration 4F: 3 clusters Score -343249.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -343819.281250 Penalty: 2842.992920
	Iteration 5F: 3 clusters Score -343819.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -344351.218750 Penalty: 2842.992920
	Iteration 6F: 3 clusters Score -344351.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -344783.687500 Penalty: 2842.992920
	Iteration 7F: 3 clusters Score -344783.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -345163.812500 Penalty: 2842.992920
	Iteration 8F: 3 clusters Score -345163.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -345547.437500 Penalty: 2842.992920
	Iteration 9Q: 3 clusters Score -345547.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -345780.593750 Penalty: 2842.992920
	Iteration 10Q: 3 clusters Score -345780.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -345917.343750 Penalty: 2842.992920
	Iteration 11Q: 3 clusters Score -345917.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -345991.031250 Penalty: 2842.992920
	Iteration 12Q: 3 clusters Score -345991 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -346024.968750 Penalty: 2842.992920
	Iteration 13Q: 3 clusters Score -346025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -346048.250000 Penalty: 2842.992920
	Iteration 14Q: 3 clusters Score -346048.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -346064.500000 Penalty: 2842.992920
	Iteration 15Q: 3 clusters Score -346064.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -346076.625000 Penalty: 2842.992920
	Iteration 16Q: 3 clusters Score -346076.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -346090.593750 Penalty: 2842.992920
	Iteration 17Q: 3 clusters Score -346090.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -346104.375000 Penalty: 2842.992920
	Iteration 18Q: 3 clusters Score -346104.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -346111.906250 Penalty: 2842.992920
	Iteration 19Q: 3 clusters Score -346111.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -346118.093750 Penalty: 2842.992920
	Iteration 20F: 3 clusters Score -346118.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -346124.312500 Penalty: 2842.992920
	Iteration 21Q: 3 clusters Score -346124.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -346128.656250 Penalty: 2842.992920
	Iteration 22Q: 3 clusters Score -346128.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -346133.562500 Penalty: 2842.992920
	Iteration 23Q: 3 clusters Score -346133.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -346135.625000 Penalty: 2842.992920
	Iteration 24Q: 3 clusters Score -346135.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -346138.406250 Penalty: 2842.992920
	Iteration 25Q: 3 clusters Score -346138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -346139.343750 Penalty: 2842.992920
	Iteration 26Q: 3 clusters Score -346139.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -346140.625000 Penalty: 2842.992920
	Iteration 27Q: 3 clusters Score -346140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -346142.062500 Penalty: 2842.992920
	Iteration 28Q: 3 clusters Score -346142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -346142.250000 Penalty: 2842.992920
	Iteration 29Q: 3 clusters Score -346142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -346143.031250 Penalty: 2842.992920
	Iteration 30Q: 3 clusters Score -346143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -346143.593750 Penalty: 2842.992920
	Iteration 31Q: 3 clusters Score -346143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -346143.781250 Penalty: 2842.992920
	Iteration 32Q: 3 clusters Score -346143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -346144.156250 Penalty: 2842.992920
	Iteration 33Q: 3 clusters Score -346144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -346144.625000 Penalty: 2842.992920
	Iteration 34Q: 3 clusters Score -346144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -346147.312500 Penalty: 2842.992920
	Iteration 35Q: 3 clusters Score -346147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -346146.906250 Penalty: 2842.992920
	Iteration 36Q: 3 clusters Score -346146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -346147.718750 Penalty: 2842.992920
	Iteration 37Q: 3 clusters Score -346147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -346148.000000 Penalty: 2842.992920
	Iteration 38Q: 3 clusters Score -346148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -346147.312500 Penalty: 2842.992920
	Iteration 39Q: 3 clusters Score -346147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -346149.375000 Penalty: 2842.992920
	Iteration 40F: 3 clusters Score -346149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -346150.031250 Penalty: 2842.992920
	Iteration 41Q: 3 clusters Score -346150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -346150.906250 Penalty: 2842.992920
	Iteration 42Q: 3 clusters Score -346150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -346151.312500 Penalty: 2842.992920
	Iteration 43Q: 3 clusters Score -346151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -346151.000000 Penalty: 2842.992920
	Iteration 44Q: 3 clusters Score -346151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -346151.250000 Penalty: 2842.992920
	Iteration 45Q: 3 clusters Score -346151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -346151.250000 Penalty: 2842.992920
	Iteration 46F: 3 clusters Score -346151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 19666 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Entering Unmasked Estep 
Score: -12693711.000000 Penalty: 66294.843750
Splitting cluster 18 changes total score from -12692236.000000 to -12693711.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (19666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Entering Unmasked Estep 
Score: -1120819.875000 Penalty: 1606.580078
	Iteration 0F: 2 clusters Score -1120820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1107402.000000 Penalty: 3213.160156
	Iteration 0F: 3 clusters Score -1107402 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1112231.750000 Penalty: 3213.160156
	Iteration 1F: 3 clusters Score -1112232 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1112782.625000 Penalty: 3213.160156
	Iteration 2F: 3 clusters Score -1112783 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1113462.875000 Penalty: 3213.160156
	Iteration 3F: 3 clusters Score -1113463 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1114421.625000 Penalty: 3213.160156
	Iteration 4F: 3 clusters Score -1114422 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1115660.000000 Penalty: 3213.160156
	Iteration 5F: 3 clusters Score -1115660 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1117114.625000 Penalty: 3213.160156
	Iteration 6F: 3 clusters Score -1117115 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1118651.375000 Penalty: 3213.160156
	Iteration 7F: 3 clusters Score -1118651 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1120573.000000 Penalty: 3213.160156
	Iteration 8F: 3 clusters Score -1120573 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1122204.750000 Penalty: 3213.160156
	Iteration 9Q: 3 clusters Score -1122205 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1122955.625000 Penalty: 3213.160156
	Iteration 10Q: 3 clusters Score -1122956 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1123192.625000 Penalty: 3213.160156
	Iteration 11Q: 3 clusters Score -1123193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1123241.000000 Penalty: 3213.160156
	Iteration 12Q: 3 clusters Score -1123241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1123255.625000 Penalty: 3213.160156
	Iteration 13Q: 3 clusters Score -1123256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1123254.750000 Penalty: 3213.160156
	Iteration 14Q: 3 clusters Score -1123255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1123260.875000 Penalty: 3213.160156
	Iteration 15Q: 3 clusters Score -1123261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1123259.625000 Penalty: 3213.160156
	Iteration 16Q: 3 clusters Score -1123260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1123262.875000 Penalty: 3213.160156
	Iteration 17Q: 3 clusters Score -1123263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1123264.375000 Penalty: 3213.160156
	Iteration 18Q: 3 clusters Score -1123264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1123264.750000 Penalty: 3213.160156
	Iteration 19Q: 3 clusters Score -1123265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1123264.750000 Penalty: 3213.160156
	Iteration 20F: 3 clusters Score -1123265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 14201 members 
Entering Unmasked Estep 
Score: -12695745.000000 Penalty: 68303.781250
Splitting cluster 19 changes total score from -12692236.000000 to -12695745.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -60189.214844 Penalty: 1142.801392
	Iteration 0F: 2 clusters Score -60189.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58636.210938 Penalty: 2285.602783
	Iteration 0F: 3 clusters Score -58636.21 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -58929.632812 Penalty: 2285.602783
	Iteration 1F: 3 clusters Score -58929.63 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59021.160156 Penalty: 2285.602783
	Iteration 2F: 3 clusters Score -59021.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59095.234375 Penalty: 2285.602783
	Iteration 3Q: 3 clusters Score -59095.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59176.648438 Penalty: 2285.602783
	Iteration 4Q: 3 clusters Score -59176.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59242.402344 Penalty: 2285.602783
	Iteration 5Q: 3 clusters Score -59242.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59333.171875 Penalty: 2285.602783
	Iteration 6Q: 3 clusters Score -59333.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59414.765625 Penalty: 2285.602783
	Iteration 7Q: 3 clusters Score -59414.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59506.832031 Penalty: 2285.602783
	Iteration 8Q: 3 clusters Score -59506.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59572.734375 Penalty: 2285.602783
	Iteration 9Q: 3 clusters Score -59572.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59629.855469 Penalty: 2285.602783
	Iteration 10Q: 3 clusters Score -59629.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -59673.003906 Penalty: 2285.602783
	Iteration 11Q: 3 clusters Score -59673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -59705.144531 Penalty: 2285.602783
	Iteration 12Q: 3 clusters Score -59705.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59740.761719 Penalty: 2285.602783
	Iteration 13Q: 3 clusters Score -59740.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59774.484375 Penalty: 2285.602783
	Iteration 14Q: 3 clusters Score -59774.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -59809.296875 Penalty: 2285.602783
	Iteration 15Q: 3 clusters Score -59809.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59849.574219 Penalty: 2285.602783
	Iteration 16Q: 3 clusters Score -59849.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -59881.406250 Penalty: 2285.602783
	Iteration 17Q: 3 clusters Score -59881.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -59903.800781 Penalty: 2285.602783
	Iteration 18Q: 3 clusters Score -59903.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -59917.835938 Penalty: 2285.602783
	Iteration 19Q: 3 clusters Score -59917.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59931.718750 Penalty: 2285.602783
	Iteration 20F: 3 clusters Score -59931.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -59948.316406 Penalty: 2285.602783
	Iteration 21Q: 3 clusters Score -59948.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -59952.894531 Penalty: 2285.602783
	Iteration 22Q: 3 clusters Score -59952.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -59958.519531 Penalty: 2285.602783
	Iteration 23Q: 3 clusters Score -59958.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59959.933594 Penalty: 2285.602783
	Iteration 24Q: 3 clusters Score -59959.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59959.933594 Penalty: 2285.602783
	Iteration 25F: 3 clusters Score -59959.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Entering Unmasked Estep 
Score: -724119.562500 Penalty: 1540.286499
	Iteration 0F: 2 clusters Score -724119.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -714994.937500 Penalty: 3080.572998
	Iteration 0F: 3 clusters Score -714994.9 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -718629.500000 Penalty: 3080.572998
	Iteration 1F: 3 clusters Score -718629.5 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -719431.437500 Penalty: 3080.572998
	Iteration 2F: 3 clusters Score -719431.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -720093.875000 Penalty: 3080.572998
	Iteration 3F: 3 clusters Score -720093.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -720678.875000 Penalty: 3080.572998
	Iteration 4F: 3 clusters Score -720678.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -721246.687500 Penalty: 3080.572998
	Iteration 5F: 3 clusters Score -721246.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -721706.125000 Penalty: 3080.572998
	Iteration 6Q: 3 clusters Score -721706.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -722086.125000 Penalty: 3080.572998
	Iteration 7Q: 3 clusters Score -722086.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -722320.437500 Penalty: 3080.572998
	Iteration 8Q: 3 clusters Score -722320.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -722474.062500 Penalty: 3080.572998
	Iteration 9Q: 3 clusters Score -722474.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -722580.625000 Penalty: 3080.572998
	Iteration 10Q: 3 clusters Score -722580.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -722668.937500 Penalty: 3080.572998
	Iteration 11Q: 3 clusters Score -722668.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -722732.187500 Penalty: 3080.572998
	Iteration 12Q: 3 clusters Score -722732.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -722789.687500 Penalty: 3080.572998
	Iteration 13Q: 3 clusters Score -722789.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -722841.687500 Penalty: 3080.572998
	Iteration 14Q: 3 clusters Score -722841.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -722892.062500 Penalty: 3080.572998
	Iteration 15Q: 3 clusters Score -722892.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -722930.937500 Penalty: 3080.572998
	Iteration 16Q: 3 clusters Score -722930.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -722970.562500 Penalty: 3080.572998
	Iteration 17Q: 3 clusters Score -722970.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -723010.000000 Penalty: 3080.572998
	Iteration 18Q: 3 clusters Score -723010 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -723055.437500 Penalty: 3080.572998
	Iteration 19Q: 3 clusters Score -723055.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -723097.125000 Penalty: 3080.572998
	Iteration 20F: 3 clusters Score -723097.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -723132.562500 Penalty: 3080.572998
	Iteration 21Q: 3 clusters Score -723132.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -723175.500000 Penalty: 3080.572998
	Iteration 22Q: 3 clusters Score -723175.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -723231.937500 Penalty: 3080.572998
	Iteration 23Q: 3 clusters Score -723231.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -723277.500000 Penalty: 3080.572998
	Iteration 24Q: 3 clusters Score -723277.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -723319.312500 Penalty: 3080.572998
	Iteration 25Q: 3 clusters Score -723319.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -723357.937500 Penalty: 3080.572998
	Iteration 26Q: 3 clusters Score -723357.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -723397.625000 Penalty: 3080.572998
	Iteration 27Q: 3 clusters Score -723397.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -723442.125000 Penalty: 3080.572998
	Iteration 28Q: 3 clusters Score -723442.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -723506.937500 Penalty: 3080.572998
	Iteration 29Q: 3 clusters Score -723506.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -723609.812500 Penalty: 3080.572998
	Iteration 30Q: 3 clusters Score -723609.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -723797.437500 Penalty: 3080.572998
	Iteration 31Q: 3 clusters Score -723797.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -723997.375000 Penalty: 3080.572998
	Iteration 32Q: 3 clusters Score -723997.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -724142.562500 Penalty: 3080.572998
	Iteration 33Q: 3 clusters Score -724142.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -724218.875000 Penalty: 3080.572998
	Iteration 34Q: 3 clusters Score -724218.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -724256.625000 Penalty: 3080.572998
	Iteration 35Q: 3 clusters Score -724256.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -724264.625000 Penalty: 3080.572998
	Iteration 36Q: 3 clusters Score -724264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -724270.687500 Penalty: 3080.572998
	Iteration 37Q: 3 clusters Score -724270.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -724273.187500 Penalty: 3080.572998
	Iteration 38Q: 3 clusters Score -724273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -724274.625000 Penalty: 3080.572998
	Iteration 39Q: 3 clusters Score -724274.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -724280.437500 Penalty: 3080.572998
	Iteration 40F: 3 clusters Score -724280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -724282.375000 Penalty: 3080.572998
	Iteration 41Q: 3 clusters Score -724282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -724282.500000 Penalty: 3080.572998
	Iteration 42Q: 3 clusters Score -724282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -724282.937500 Penalty: 3080.572998
	Iteration 43Q: 3 clusters Score -724282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -724284.625000 Penalty: 3080.572998
	Iteration 44Q: 3 clusters Score -724284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -724284.625000 Penalty: 3080.572998
	Iteration 45F: 3 clusters Score -724284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 14201 members 
Mstep: Class 35 contains 1563 members 
Entering Unmasked Estep 
Score: -12695412.000000 Penalty: 70312.710938
Splitting cluster 21 changes total score from -12692236.000000 to -12695412.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -176697.984375 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -176698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -173859.453125 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -173859.5 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -174732.281250 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -174732.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -175144.671875 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -175144.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -175571.515625 Penalty: 2622.841309
	Iteration 3F: 3 clusters Score -175571.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -175977.890625 Penalty: 2622.841309
	Iteration 4F: 3 clusters Score -175977.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -176220.812500 Penalty: 2622.841309
	Iteration 5F: 3 clusters Score -176220.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -176344.140625 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -176344.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -176408.562500 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -176408.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -176449.703125 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -176449.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -176476.765625 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -176476.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -176488.781250 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -176488.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -176494.453125 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -176494.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -176497.671875 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -176497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -176497.890625 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -176497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -176498.703125 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -176498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -176499.156250 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -176499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -176499.875000 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -176499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -176499.734375 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -176499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -176499.734375 Penalty: 2622.841309
	Iteration 18F: 3 clusters Score -176499.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -75866.007812 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -75866.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -74187.382812 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -74187.38 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74649.578125 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -74649.58 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -74905.421875 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -74905.42 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -75118.656250 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -75118.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -75253.937500 Penalty: 2344.474854
	Iteration 4F: 3 clusters Score -75253.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75365.906250 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -75365.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -75548.445312 Penalty: 2344.474854
	Iteration 6F: 3 clusters Score -75548.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -75726.804688 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -75726.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -75835.468750 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -75835.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -75886.671875 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -75886.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -75904.804688 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -75904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75909.515625 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -75909.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -75915.664062 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -75915.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75916.593750 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -75916.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75916.593750 Penalty: 2344.474854
	Iteration 14F: 3 clusters Score -75916.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 14201 members 
Mstep: Class 35 contains 1563 members 
Mstep: Class 36 contains 772 members 
Entering Unmasked Estep 
Score: -12694624.000000 Penalty: 72321.648438
Splitting cluster 23 changes total score from -12692236.000000 to -12694624.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (17187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Entering Unmasked Estep 
Score: -1008695.562500 Penalty: 1584.685059
	Iteration 0F: 2 clusters Score -1008696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -996949.812500 Penalty: 3169.370117
	Iteration 0F: 3 clusters Score -996949.8 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1001013.625000 Penalty: 3169.370117
	Iteration 1F: 3 clusters Score -1001014 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1001381.875000 Penalty: 3169.370117
	Iteration 2Q: 3 clusters Score -1001382 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1001845.875000 Penalty: 3169.370117
	Iteration 3Q: 3 clusters Score -1001846 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1002440.437500 Penalty: 3169.370117
	Iteration 4F: 3 clusters Score -1002440 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1003138.500000 Penalty: 3169.370117
	Iteration 5F: 3 clusters Score -1003138 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1003755.500000 Penalty: 3169.370117
	Iteration 6F: 3 clusters Score -1003756 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1004357.562500 Penalty: 3169.370117
	Iteration 7F: 3 clusters Score -1004358 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1004952.750000 Penalty: 3169.370117
	Iteration 8Q: 3 clusters Score -1004953 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1005533.250000 Penalty: 3169.370117
	Iteration 9Q: 3 clusters Score -1005533 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1006007.812500 Penalty: 3169.370117
	Iteration 10Q: 3 clusters Score -1006008 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1006417.062500 Penalty: 3169.370117
	Iteration 11Q: 3 clusters Score -1006417 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1006722.375000 Penalty: 3169.370117
	Iteration 12Q: 3 clusters Score -1006722 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1006916.375000 Penalty: 3169.370117
	Iteration 13Q: 3 clusters Score -1006916 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1007049.375000 Penalty: 3169.370117
	Iteration 14Q: 3 clusters Score -1007049 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1007147.312500 Penalty: 3169.370117
	Iteration 15Q: 3 clusters Score -1007147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1007231.250000 Penalty: 3169.370117
	Iteration 16Q: 3 clusters Score -1007231 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1007293.250000 Penalty: 3169.370117
	Iteration 17Q: 3 clusters Score -1007293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1007330.625000 Penalty: 3169.370117
	Iteration 18Q: 3 clusters Score -1007331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1007364.062500 Penalty: 3169.370117
	Iteration 19Q: 3 clusters Score -1007364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1007386.187500 Penalty: 3169.370117
	Iteration 20F: 3 clusters Score -1007386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1007408.187500 Penalty: 3169.370117
	Iteration 21Q: 3 clusters Score -1007408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1007422.250000 Penalty: 3169.370117
	Iteration 22Q: 3 clusters Score -1007422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1007436.937500 Penalty: 3169.370117
	Iteration 23Q: 3 clusters Score -1007437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1007451.812500 Penalty: 3169.370117
	Iteration 24Q: 3 clusters Score -1007452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1007465.562500 Penalty: 3169.370117
	Iteration 25Q: 3 clusters Score -1007466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1007478.187500 Penalty: 3169.370117
	Iteration 26Q: 3 clusters Score -1007478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1007494.375000 Penalty: 3169.370117
	Iteration 27Q: 3 clusters Score -1007494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1007507.812500 Penalty: 3169.370117
	Iteration 28Q: 3 clusters Score -1007508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1007528.125000 Penalty: 3169.370117
	Iteration 29Q: 3 clusters Score -1007528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1007556.937500 Penalty: 3169.370117
	Iteration 30Q: 3 clusters Score -1007557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1007584.125000 Penalty: 3169.370117
	Iteration 31Q: 3 clusters Score -1007584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1007613.875000 Penalty: 3169.370117
	Iteration 32Q: 3 clusters Score -1007614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1007634.187500 Penalty: 3169.370117
	Iteration 33Q: 3 clusters Score -1007634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1007647.375000 Penalty: 3169.370117
	Iteration 34Q: 3 clusters Score -1007647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1007658.812500 Penalty: 3169.370117
	Iteration 35Q: 3 clusters Score -1007659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1007664.562500 Penalty: 3169.370117
	Iteration 36Q: 3 clusters Score -1007665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1007672.687500 Penalty: 3169.370117
	Iteration 37Q: 3 clusters Score -1007673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1007683.062500 Penalty: 3169.370117
	Iteration 38Q: 3 clusters Score -1007683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1007685.875000 Penalty: 3169.370117
	Iteration 39Q: 3 clusters Score -1007686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1007687.750000 Penalty: 3169.370117
	Iteration 40F: 3 clusters Score -1007688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1007692.250000 Penalty: 3169.370117
	Iteration 41Q: 3 clusters Score -1007692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1007695.812500 Penalty: 3169.370117
	Iteration 42Q: 3 clusters Score -1007696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1007698.125000 Penalty: 3169.370117
	Iteration 43Q: 3 clusters Score -1007698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1007700.875000 Penalty: 3169.370117
	Iteration 44Q: 3 clusters Score -1007701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1007701.625000 Penalty: 3169.370117
	Iteration 45Q: 3 clusters Score -1007702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1007701.812500 Penalty: 3169.370117
	Iteration 46Q: 3 clusters Score -1007702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1007702.875000 Penalty: 3169.370117
	Iteration 47Q: 3 clusters Score -1007703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1007703.187500 Penalty: 3169.370117
	Iteration 48Q: 3 clusters Score -1007703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1007703.000000 Penalty: 3169.370117
	Iteration 49Q: 3 clusters Score -1007703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1007704.375000 Penalty: 3169.370117
	Iteration 50Q: 3 clusters Score -1007704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1007704.375000 Penalty: 3169.370117
	Iteration 51F: 3 clusters Score -1007704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Entering Unmasked Estep 
Score: -221510.484375 Penalty: 1375.674561
	Iteration 0F: 2 clusters Score -221510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -217700.625000 Penalty: 2751.349121
	Iteration 0F: 3 clusters Score -217700.6 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -218926.109375 Penalty: 2751.349121
	Iteration 1F: 3 clusters Score -218926.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -219209.718750 Penalty: 2751.349121
	Iteration 2F: 3 clusters Score -219209.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -219441.093750 Penalty: 2751.349121
	Iteration 3F: 3 clusters Score -219441.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -219636.765625 Penalty: 2751.349121
	Iteration 4F: 3 clusters Score -219636.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -219809.812500 Penalty: 2751.349121
	Iteration 5Q: 3 clusters Score -219809.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -219963.859375 Penalty: 2751.349121
	Iteration 6Q: 3 clusters Score -219963.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -220097.937500 Penalty: 2751.349121
	Iteration 7Q: 3 clusters Score -220097.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -220199.562500 Penalty: 2751.349121
	Iteration 8Q: 3 clusters Score -220199.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -220270.546875 Penalty: 2751.349121
	Iteration 9Q: 3 clusters Score -220270.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -220320.484375 Penalty: 2751.349121
	Iteration 10Q: 3 clusters Score -220320.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -220365.625000 Penalty: 2751.349121
	Iteration 11Q: 3 clusters Score -220365.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -220400.531250 Penalty: 2751.349121
	Iteration 12Q: 3 clusters Score -220400.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -220431.187500 Penalty: 2751.349121
	Iteration 13Q: 3 clusters Score -220431.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -220458.500000 Penalty: 2751.349121
	Iteration 14Q: 3 clusters Score -220458.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -220489.406250 Penalty: 2751.349121
	Iteration 15Q: 3 clusters Score -220489.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -220521.718750 Penalty: 2751.349121
	Iteration 16Q: 3 clusters Score -220521.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -220554.968750 Penalty: 2751.349121
	Iteration 17Q: 3 clusters Score -220555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -220602.437500 Penalty: 2751.349121
	Iteration 18Q: 3 clusters Score -220602.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -220663.656250 Penalty: 2751.349121
	Iteration 19Q: 3 clusters Score -220663.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -220727.062500 Penalty: 2751.349121
	Iteration 20F: 3 clusters Score -220727.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -220785.718750 Penalty: 2751.349121
	Iteration 21Q: 3 clusters Score -220785.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -220861.546875 Penalty: 2751.349121
	Iteration 22Q: 3 clusters Score -220861.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -220946.515625 Penalty: 2751.349121
	Iteration 23Q: 3 clusters Score -220946.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -221056.687500 Penalty: 2751.349121
	Iteration 24Q: 3 clusters Score -221056.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -221164.234375 Penalty: 2751.349121
	Iteration 25Q: 3 clusters Score -221164.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -221281.843750 Penalty: 2751.349121
	Iteration 26Q: 3 clusters Score -221281.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -221415.187500 Penalty: 2751.349121
	Iteration 27Q: 3 clusters Score -221415.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -221519.625000 Penalty: 2751.349121
	Iteration 28Q: 3 clusters Score -221519.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -221584.765625 Penalty: 2751.349121
	Iteration 29Q: 3 clusters Score -221584.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -221597.703125 Penalty: 2751.349121
	Iteration 30Q: 3 clusters Score -221597.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -221602.828125 Penalty: 2751.349121
	Iteration 31Q: 3 clusters Score -221602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -221605.234375 Penalty: 2751.349121
	Iteration 32Q: 3 clusters Score -221605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -221605.921875 Penalty: 2751.349121
	Iteration 33Q: 3 clusters Score -221605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -221606.390625 Penalty: 2751.349121
	Iteration 34Q: 3 clusters Score -221606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -221608.937500 Penalty: 2751.349121
	Iteration 35F: 3 clusters Score -221608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -221609.171875 Penalty: 2751.349121
	Iteration 36Q: 3 clusters Score -221609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -221609.171875 Penalty: 2751.349121
	Iteration 37F: 3 clusters Score -221609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 14201 members 
Mstep: Class 35 contains 1563 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 3247 members 
Entering Unmasked Estep 
Score: -12694108.000000 Penalty: 74330.578125
Splitting cluster 25 changes total score from -12692236.000000 to -12694108.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -102675.414062 Penalty: 1215.661255
	Iteration 0F: 2 clusters Score -102675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -100716.914062 Penalty: 2431.322510
	Iteration 0F: 3 clusters Score -100716.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -101198.945312 Penalty: 2431.322510
	Iteration 1F: 3 clusters Score -101198.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -101359.468750 Penalty: 2431.322510
	Iteration 2F: 3 clusters Score -101359.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -101500.351562 Penalty: 2431.322510
	Iteration 3F: 3 clusters Score -101500.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -101613.062500 Penalty: 2431.322510
	Iteration 4F: 3 clusters Score -101613.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -101705.609375 Penalty: 2431.322510
	Iteration 5Q: 3 clusters Score -101705.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -101767.156250 Penalty: 2431.322510
	Iteration 6Q: 3 clusters Score -101767.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -101819.054688 Penalty: 2431.322510
	Iteration 7Q: 3 clusters Score -101819.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -101850.335938 Penalty: 2431.322510
	Iteration 8Q: 3 clusters Score -101850.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -101896.679688 Penalty: 2431.322510
	Iteration 9Q: 3 clusters Score -101896.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -101939.945312 Penalty: 2431.322510
	Iteration 10Q: 3 clusters Score -101939.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -101961.148438 Penalty: 2431.322510
	Iteration 11Q: 3 clusters Score -101961.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -101979.289062 Penalty: 2431.322510
	Iteration 12Q: 3 clusters Score -101979.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -101993.296875 Penalty: 2431.322510
	Iteration 13Q: 3 clusters Score -101993.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -102008.257812 Penalty: 2431.322510
	Iteration 14Q: 3 clusters Score -102008.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -102015.734375 Penalty: 2431.322510
	Iteration 15Q: 3 clusters Score -102015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -102020.062500 Penalty: 2431.322510
	Iteration 16Q: 3 clusters Score -102020.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -102021.945312 Penalty: 2431.322510
	Iteration 17Q: 3 clusters Score -102021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -102023.492188 Penalty: 2431.322510
	Iteration 18Q: 3 clusters Score -102023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -102027.632812 Penalty: 2431.322510
	Iteration 19Q: 3 clusters Score -102027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -102029.218750 Penalty: 2431.322510
	Iteration 20F: 3 clusters Score -102029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -102031.179688 Penalty: 2431.322510
	Iteration 21Q: 3 clusters Score -102031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -102032.023438 Penalty: 2431.322510
	Iteration 22Q: 3 clusters Score -102032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -102036.625000 Penalty: 2431.322510
	Iteration 23Q: 3 clusters Score -102036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -102040.203125 Penalty: 2431.322510
	Iteration 24Q: 3 clusters Score -102040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -102045.273438 Penalty: 2431.322510
	Iteration 25Q: 3 clusters Score -102045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -102049.710938 Penalty: 2431.322510
	Iteration 26Q: 3 clusters Score -102049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -102051.093750 Penalty: 2431.322510
	Iteration 27Q: 3 clusters Score -102051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -102051.664062 Penalty: 2431.322510
	Iteration 28Q: 3 clusters Score -102051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -102052.492188 Penalty: 2431.322510
	Iteration 29Q: 3 clusters Score -102052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -102053.335938 Penalty: 2431.322510
	Iteration 30Q: 3 clusters Score -102053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -102053.578125 Penalty: 2431.322510
	Iteration 31Q: 3 clusters Score -102053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -102053.984375 Penalty: 2431.322510
	Iteration 32Q: 3 clusters Score -102054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -102054.414062 Penalty: 2431.322510
	Iteration 33Q: 3 clusters Score -102054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -102054.867188 Penalty: 2431.322510
	Iteration 34Q: 3 clusters Score -102054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -102054.867188 Penalty: 2431.322510
	Iteration 35F: 3 clusters Score -102054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -34337.140625 Penalty: 1111.588867
	Iteration 0F: 2 clusters Score -34337.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -33002.234375 Penalty: 2223.177734
	Iteration 0F: 3 clusters Score -33002.23 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -33408.929688 Penalty: 2223.177734
	Iteration 1F: 3 clusters Score -33408.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -33614.484375 Penalty: 2223.177734
	Iteration 2F: 3 clusters Score -33614.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33746.992188 Penalty: 2223.177734
	Iteration 3F: 3 clusters Score -33746.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33823.214844 Penalty: 2223.177734
	Iteration 4Q: 3 clusters Score -33823.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -33876.597656 Penalty: 2223.177734
	Iteration 5Q: 3 clusters Score -33876.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -33897.382812 Penalty: 2223.177734
	Iteration 6Q: 3 clusters Score -33897.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33916.992188 Penalty: 2223.177734
	Iteration 7Q: 3 clusters Score -33916.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -33941.351562 Penalty: 2223.177734
	Iteration 8Q: 3 clusters Score -33941.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -33994.519531 Penalty: 2223.177734
	Iteration 9Q: 3 clusters Score -33994.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -34029.441406 Penalty: 2223.177734
	Iteration 10Q: 3 clusters Score -34029.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -34054.011719 Penalty: 2223.177734
	Iteration 11Q: 3 clusters Score -34054.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -34066.460938 Penalty: 2223.177734
	Iteration 12Q: 3 clusters Score -34066.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34069.207031 Penalty: 2223.177734
	Iteration 13Q: 3 clusters Score -34069.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -34076.226562 Penalty: 2223.177734
	Iteration 14Q: 3 clusters Score -34076.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -34085.023438 Penalty: 2223.177734
	Iteration 15Q: 3 clusters Score -34085.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -34088.792969 Penalty: 2223.177734
	Iteration 16Q: 3 clusters Score -34088.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34091.121094 Penalty: 2223.177734
	Iteration 17Q: 3 clusters Score -34091.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -34092.144531 Penalty: 2223.177734
	Iteration 18Q: 3 clusters Score -34092.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -34093.628906 Penalty: 2223.177734
	Iteration 19Q: 3 clusters Score -34093.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34094.285156 Penalty: 2223.177734
	Iteration 20F: 3 clusters Score -34094.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -34096.257812 Penalty: 2223.177734
	Iteration 21Q: 3 clusters Score -34096.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -34096.257812 Penalty: 2223.177734
	Iteration 22F: 3 clusters Score -34096.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -224136.046875 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -224136 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 2239 members 
Entering Unmasked Estep 
Score: -220435.734375 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -220435.7 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -221886.015625 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -221886 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -222282.390625 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -222282.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -222566.781250 Penalty: 2741.271240
	Iteration 3F: 3 clusters Score -222566.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -222769.656250 Penalty: 2741.271240
	Iteration 4F: 3 clusters Score -222769.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -222919.031250 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -222919 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -223015.484375 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -223015.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -223085.031250 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -223085 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -223131.609375 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -223131.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -223159.406250 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -223159.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -223173.109375 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -223173.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -223181.453125 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -223181.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -223188.078125 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -223188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -223195.203125 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -223195.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -223202.687500 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -223202.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -223208.890625 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -223208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -223214.078125 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -223214.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -223216.265625 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -223216.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -223217.640625 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -223217.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -223219.156250 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -223219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -223220.000000 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -223220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -223221.109375 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -223221.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -223223.906250 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -223223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -223224.484375 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -223224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -223225.390625 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -223225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -223225.687500 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -223225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -223226.109375 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -223226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -223226.453125 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -223226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -223226.453125 Penalty: 2741.271240
	Iteration 28F: 3 clusters Score -223226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -326789.250000 Penalty: 1412.065308
	Iteration 0F: 2 clusters Score -326789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -322235.593750 Penalty: 2824.130615
	Iteration 0F: 3 clusters Score -322235.6 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -323673.000000 Penalty: 2824.130615
	Iteration 1F: 3 clusters Score -323673 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -323983.218750 Penalty: 2824.130615
	Iteration 2F: 3 clusters Score -323983.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -324210.406250 Penalty: 2824.130615
	Iteration 3F: 3 clusters Score -324210.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -324409.593750 Penalty: 2824.130615
	Iteration 4Q: 3 clusters Score -324409.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -324548.437500 Penalty: 2824.130615
	Iteration 5Q: 3 clusters Score -324548.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -324636.968750 Penalty: 2824.130615
	Iteration 6Q: 3 clusters Score -324637 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -324721.218750 Penalty: 2824.130615
	Iteration 7Q: 3 clusters Score -324721.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -324807.687500 Penalty: 2824.130615
	Iteration 8Q: 3 clusters Score -324807.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -324899.375000 Penalty: 2824.130615
	Iteration 9Q: 3 clusters Score -324899.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -325015.968750 Penalty: 2824.130615
	Iteration 10Q: 3 clusters Score -325016 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -325231.968750 Penalty: 2824.130615
	Iteration 11Q: 3 clusters Score -325232 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -325613.625000 Penalty: 2824.130615
	Iteration 12F: 3 clusters Score -325613.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -326182.906250 Penalty: 2824.130615
	Iteration 13F: 3 clusters Score -326182.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -326715.687500 Penalty: 2824.130615
	Iteration 14F: 3 clusters Score -326715.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -327023.343750 Penalty: 2824.130615
	Iteration 15Q: 3 clusters Score -327023.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -327132.093750 Penalty: 2824.130615
	Iteration 16Q: 3 clusters Score -327132.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -327164.718750 Penalty: 2824.130615
	Iteration 17Q: 3 clusters Score -327164.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -327178.906250 Penalty: 2824.130615
	Iteration 18Q: 3 clusters Score -327178.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -327184.500000 Penalty: 2824.130615
	Iteration 19Q: 3 clusters Score -327184.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -327187.781250 Penalty: 2824.130615
	Iteration 20F: 3 clusters Score -327187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -327188.562500 Penalty: 2824.130615
	Iteration 21Q: 3 clusters Score -327188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -327189.468750 Penalty: 2824.130615
	Iteration 22Q: 3 clusters Score -327189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -327190.062500 Penalty: 2824.130615
	Iteration 23Q: 3 clusters Score -327190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -327190.093750 Penalty: 2824.130615
	Iteration 24Q: 3 clusters Score -327190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -327190.468750 Penalty: 2824.130615
	Iteration 25Q: 3 clusters Score -327190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -327190.656250 Penalty: 2824.130615
	Iteration 26Q: 3 clusters Score -327190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -327191.343750 Penalty: 2824.130615
	Iteration 27Q: 3 clusters Score -327191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -327191.343750 Penalty: 2824.130615
	Iteration 28F: 3 clusters Score -327191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 14201 members 
Mstep: Class 35 contains 1563 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 2521 members 
Entering Unmasked Estep 
Score: -12693926.000000 Penalty: 76339.515625
Splitting cluster 29 changes total score from -12692236.000000 to -12693926.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (4305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Entering Unmasked Estep 
Score: -240013.984375 Penalty: 1359.724121
	Iteration 0F: 2 clusters Score -240014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -236510.531250 Penalty: 2719.448242
	Iteration 0F: 3 clusters Score -236510.5 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -237503.515625 Penalty: 2719.448242
	Iteration 1F: 3 clusters Score -237503.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -237719.875000 Penalty: 2719.448242
	Iteration 2F: 3 clusters Score -237719.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -237904.093750 Penalty: 2719.448242
	Iteration 3F: 3 clusters Score -237904.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -238041.171875 Penalty: 2719.448242
	Iteration 4F: 3 clusters Score -238041.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -238156.281250 Penalty: 2719.448242
	Iteration 5Q: 3 clusters Score -238156.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -238265.296875 Penalty: 2719.448242
	Iteration 6Q: 3 clusters Score -238265.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -238366.843750 Penalty: 2719.448242
	Iteration 7Q: 3 clusters Score -238366.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -238463.109375 Penalty: 2719.448242
	Iteration 8Q: 3 clusters Score -238463.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -238549.093750 Penalty: 2719.448242
	Iteration 9Q: 3 clusters Score -238549.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -238631.234375 Penalty: 2719.448242
	Iteration 10Q: 3 clusters Score -238631.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -238704.312500 Penalty: 2719.448242
	Iteration 11Q: 3 clusters Score -238704.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -238757.843750 Penalty: 2719.448242
	Iteration 12Q: 3 clusters Score -238757.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -238785.843750 Penalty: 2719.448242
	Iteration 13Q: 3 clusters Score -238785.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -238806.593750 Penalty: 2719.448242
	Iteration 14Q: 3 clusters Score -238806.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -238819.890625 Penalty: 2719.448242
	Iteration 15Q: 3 clusters Score -238819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -238828.187500 Penalty: 2719.448242
	Iteration 16Q: 3 clusters Score -238828.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -238833.375000 Penalty: 2719.448242
	Iteration 17Q: 3 clusters Score -238833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -238838.109375 Penalty: 2719.448242
	Iteration 18Q: 3 clusters Score -238838.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -238842.656250 Penalty: 2719.448242
	Iteration 19Q: 3 clusters Score -238842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -238847.000000 Penalty: 2719.448242
	Iteration 20F: 3 clusters Score -238847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -238852.171875 Penalty: 2719.448242
	Iteration 21Q: 3 clusters Score -238852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -238854.046875 Penalty: 2719.448242
	Iteration 22Q: 3 clusters Score -238854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -238855.390625 Penalty: 2719.448242
	Iteration 23Q: 3 clusters Score -238855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -238856.718750 Penalty: 2719.448242
	Iteration 24Q: 3 clusters Score -238856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -238858.843750 Penalty: 2719.448242
	Iteration 25Q: 3 clusters Score -238858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -238861.218750 Penalty: 2719.448242
	Iteration 26Q: 3 clusters Score -238861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -238863.734375 Penalty: 2719.448242
	Iteration 27Q: 3 clusters Score -238863.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -238865.312500 Penalty: 2719.448242
	Iteration 28Q: 3 clusters Score -238865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -238867.609375 Penalty: 2719.448242
	Iteration 29Q: 3 clusters Score -238867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -238870.234375 Penalty: 2719.448242
	Iteration 30Q: 3 clusters Score -238870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -238872.281250 Penalty: 2719.448242
	Iteration 31Q: 3 clusters Score -238872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -238874.390625 Penalty: 2719.448242
	Iteration 32Q: 3 clusters Score -238874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -238879.890625 Penalty: 2719.448242
	Iteration 33Q: 3 clusters Score -238879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -238883.171875 Penalty: 2719.448242
	Iteration 34Q: 3 clusters Score -238883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -238883.828125 Penalty: 2719.448242
	Iteration 35Q: 3 clusters Score -238883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -238884.093750 Penalty: 2719.448242
	Iteration 36Q: 3 clusters Score -238884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -238884.093750 Penalty: 2719.448242
	Iteration 37F: 3 clusters Score -238884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -47553.378906 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -47553.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46006.796875 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -46006.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46378.953125 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -46378.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -46626.789062 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -46626.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -46827.332031 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -46827.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47024.894531 Penalty: 2276.586670
	Iteration 4F: 3 clusters Score -47024.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -47185.039062 Penalty: 2276.586670
	Iteration 5F: 3 clusters Score -47185.04 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -47336.292969 Penalty: 2276.586670
	Iteration 6F: 3 clusters Score -47336.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -47464.113281 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -47464.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47534.675781 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -47534.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47589.898438 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -47589.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -47645.554688 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -47645.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47716.671875 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -47716.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47752.324219 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -47752.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -47770.218750 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -47770.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -47775.906250 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -47775.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47777.109375 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -47777.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -47777.109375 Penalty: 2276.586670
	Iteration 16F: 3 clusters Score -47777.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 554 members 
Mstep: Class 32 contains 2517 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 14201 members 
Mstep: Class 35 contains 1563 members 
Mstep: Class 36 contains 772 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 2521 members 
Mstep: Class 39 contains 548 members 
Entering Unmasked Estep 
Score: -12693278.000000 Penalty: 78348.453125
Splitting cluster 31 changes total score from -12692236.000000 to -12693278.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 28435 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 7438 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 5577 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 9228 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 11100 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11515 members 
Mstep: Class 22 contains 3198 members 
Mstep: Class 23 contains 586 members 
Mstep: Class 24 contains 17187 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 935 members 
Mstep: Class 28 contains 4604 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695019.000000 Penalty: 78348.453125
Iteration 79Q: 40 clusters Score -1.269502e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 28497 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 7516 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11931 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5582 members 
Mstep: Class 10 contains 11341 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 9387 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24507 members 
Mstep: Class 17 contains 11103 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 5442 members 
Mstep: Class 20 contains 1137 members 
Mstep: Class 21 contains 11330 members 
Mstep: Class 22 contains 3201 members 
Mstep: Class 23 contains 598 members 
Mstep: Class 24 contains 17202 members 
Mstep: Class 25 contains 1757 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 872 members 
Mstep: Class 28 contains 4699 members 
Mstep: Class 29 contains 3594 members 
Mstep: Class 30 contains 4375 members 
Mstep: Class 31 contains 577 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 2950 members 
Mstep: Class 34 contains 13812 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 738 members 
Mstep: Class 37 contains 3165 members 
Mstep: Class 38 contains 2502 members 
Mstep: Class 39 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696820.000000 Penalty: 78348.453125
Iteration 80F: 40 clusters Score -1.269682e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 9982 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 11929 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 5507 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 9407 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24502 members 
Mstep: Class 17 contains 11068 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 11199 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 17140 members 
Mstep: Class 25 contains 1976 members 
Mstep: Class 26 contains 1776 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 4704 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 4272 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2424 members 
Mstep: Class 33 contains 2985 members 
Mstep: Class 34 contains 13636 members 
Mstep: Class 35 contains 1643 members 
Mstep: Class 36 contains 845 members 
Mstep: Class 37 contains 3340 members 
Mstep: Class 38 contains 2513 members 
Mstep: Class 39 contains 584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697565.000000 Penalty: 78348.453125
Iteration 81Q: 40 clusters Score -1.269756e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 28382 members 
Mstep: Class 4 contains 9981 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 2650 members 
Mstep: Class 7 contains 11915 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 11334 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 516 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24506 members 
Mstep: Class 17 contains 11040 members 
Mstep: Class 18 contains 3357 members 
Mstep: Class 19 contains 5398 members 
Mstep: Class 20 contains 1127 members 
Mstep: Class 21 contains 11090 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 17102 members 
Mstep: Class 25 contains 2143 members 
Mstep: Class 26 contains 1782 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 4734 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 4216 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2417 members 
Mstep: Class 33 contains 2993 members 
Mstep: Class 34 contains 13494 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 890 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 2496 members 
Mstep: Class 39 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697976.000000 Penalty: 78348.453125
Iteration 82Q: 40 clusters Score -1.269798e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 9965 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 11332 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 510 members 
Mstep: Class 13 contains 9452 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24512 members 
Mstep: Class 17 contains 11023 members 
Mstep: Class 18 contains 3365 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 1124 members 
Mstep: Class 21 contains 10996 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 17076 members 
Mstep: Class 25 contains 2268 members 
Mstep: Class 26 contains 1787 members 
Mstep: Class 27 contains 726 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 3805 members 
Mstep: Class 30 contains 4178 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2412 members 
Mstep: Class 33 contains 2992 members 
Mstep: Class 34 contains 13393 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 933 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 2476 members 
Mstep: Class 39 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698218.000000 Penalty: 78348.453125
Iteration 83Q: 40 clusters Score -1.269822e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1104 members 
Mstep: Class 3 contains 28316 members 
Mstep: Class 4 contains 9960 members 
Mstep: Class 5 contains 7690 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 11911 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 5407 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 12 contains 499 members 
Mstep: Class 13 contains 9472 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24526 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 3179 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 17062 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 708 members 
Mstep: Class 28 contains 4786 members 
Mstep: Class 29 contains 3850 members 
Mstep: Class 30 contains 4143 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2409 members 
Mstep: Class 33 contains 2986 members 
Mstep: Class 34 contains 13309 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 975 members 
Mstep: Class 37 contains 3548 members 
Mstep: Class 38 contains 2469 members 
Mstep: Class 39 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698407.000000 Penalty: 78348.453125
Iteration 84Q: 40 clusters Score -1.269841e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 28301 members 
Mstep: Class 4 contains 9957 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 11903 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 11328 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 12 contains 489 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24533 members 
Mstep: Class 17 contains 10984 members 
Mstep: Class 18 contains 3390 members 
Mstep: Class 19 contains 5423 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 3170 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 17052 members 
Mstep: Class 25 contains 2398 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 695 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 592 members 
Mstep: Class 32 contains 2411 members 
Mstep: Class 33 contains 2977 members 
Mstep: Class 34 contains 13237 members 
Mstep: Class 35 contains 1829 members 
Mstep: Class 36 contains 1012 members 
Mstep: Class 37 contains 3579 members 
Mstep: Class 38 contains 2461 members 
Mstep: Class 39 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698558.000000 Penalty: 78348.453125
Iteration 85Q: 40 clusters Score -1.269856e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1106 members 
Mstep: Class 3 contains 28293 members 
Mstep: Class 4 contains 9976 members 
Mstep: Class 5 contains 7739 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 4915 members 
Mstep: Class 12 contains 482 members 
Mstep: Class 13 contains 9512 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24550 members 
Mstep: Class 17 contains 10976 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 10683 members 
Mstep: Class 22 contains 3167 members 
Mstep: Class 23 contains 631 members 
Mstep: Class 24 contains 17045 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 4845 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 4114 members 
Mstep: Class 31 contains 592 members 
Mstep: Class 32 contains 2411 members 
Mstep: Class 33 contains 2973 members 
Mstep: Class 34 contains 13183 members 
Mstep: Class 35 contains 1852 members 
Mstep: Class 36 contains 1036 members 
Mstep: Class 37 contains 3595 members 
Mstep: Class 38 contains 2458 members 
Mstep: Class 39 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698669.000000 Penalty: 78348.453125
Iteration 86Q: 40 clusters Score -1.269867e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 28287 members 
Mstep: Class 4 contains 9986 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 11893 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 11323 members 
Mstep: Class 11 contains 4905 members 
Mstep: Class 12 contains 476 members 
Mstep: Class 13 contains 9525 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24558 members 
Mstep: Class 17 contains 10975 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 5429 members 
Mstep: Class 20 contains 1121 members 
Mstep: Class 21 contains 10591 members 
Mstep: Class 22 contains 3160 members 
Mstep: Class 23 contains 637 members 
Mstep: Class 24 contains 17038 members 
Mstep: Class 25 contains 2459 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 4869 members 
Mstep: Class 29 contains 3956 members 
Mstep: Class 30 contains 4109 members 
Mstep: Class 31 contains 593 members 
Mstep: Class 32 contains 2414 members 
Mstep: Class 33 contains 2969 members 
Mstep: Class 34 contains 13134 members 
Mstep: Class 35 contains 1875 members 
Mstep: Class 36 contains 1059 members 
Mstep: Class 37 contains 3605 members 
Mstep: Class 38 contains 2459 members 
Mstep: Class 39 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698836.000000 Penalty: 78348.453125
Iteration 87Q: 40 clusters Score -1.269884e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 28279 members 
Mstep: Class 4 contains 9993 members 
Mstep: Class 5 contains 7797 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 11887 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 11319 members 
Mstep: Class 11 contains 4887 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 13 contains 9533 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24562 members 
Mstep: Class 17 contains 10968 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 5434 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 10525 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 17036 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 4883 members 
Mstep: Class 29 contains 3978 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 591 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 2964 members 
Mstep: Class 34 contains 13101 members 
Mstep: Class 35 contains 1900 members 
Mstep: Class 36 contains 1082 members 
Mstep: Class 37 contains 3619 members 
Mstep: Class 38 contains 2456 members 
Mstep: Class 39 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698929.000000 Penalty: 78348.453125
Iteration 88Q: 40 clusters Score -1.269893e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 28276 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 4874 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 9540 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24567 members 
Mstep: Class 17 contains 10964 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 5442 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 10467 members 
Mstep: Class 22 contains 3156 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 17031 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 4902 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 2414 members 
Mstep: Class 33 contains 2962 members 
Mstep: Class 34 contains 13065 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 1086 members 
Mstep: Class 37 contains 3630 members 
Mstep: Class 38 contains 2448 members 
Mstep: Class 39 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699058.000000 Penalty: 78348.453125
Iteration 89Q: 40 clusters Score -1.269906e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28266 members 
Mstep: Class 4 contains 10001 members 
Mstep: Class 5 contains 7847 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 11870 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 4856 members 
Mstep: Class 12 contains 466 members 
Mstep: Class 13 contains 9547 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24571 members 
Mstep: Class 17 contains 10965 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 10416 members 
Mstep: Class 22 contains 3156 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 17029 members 
Mstep: Class 25 contains 2507 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 4916 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 4093 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2412 members 
Mstep: Class 33 contains 2961 members 
Mstep: Class 34 contains 13038 members 
Mstep: Class 35 contains 1953 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 3643 members 
Mstep: Class 38 contains 2443 members 
Mstep: Class 39 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699135.000000 Penalty: 78348.453125
Iteration 90Q: 40 clusters Score -1.269914e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28261 members 
Mstep: Class 4 contains 10005 members 
Mstep: Class 5 contains 7867 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 9551 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24575 members 
Mstep: Class 17 contains 10965 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 10366 members 
Mstep: Class 22 contains 3153 members 
Mstep: Class 23 contains 673 members 
Mstep: Class 24 contains 17026 members 
Mstep: Class 25 contains 2519 members 
Mstep: Class 26 contains 1804 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 4924 members 
Mstep: Class 29 contains 4042 members 
Mstep: Class 30 contains 4085 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2412 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 13022 members 
Mstep: Class 35 contains 1987 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 3651 members 
Mstep: Class 38 contains 2441 members 
Mstep: Class 39 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699198.000000 Penalty: 78348.453125
Iteration 91Q: 40 clusters Score -1.26992e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28255 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 9548 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24581 members 
Mstep: Class 17 contains 10961 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5452 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 10321 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 689 members 
Mstep: Class 24 contains 17024 members 
Mstep: Class 25 contains 2534 members 
Mstep: Class 26 contains 1804 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 4081 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 13010 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 3661 members 
Mstep: Class 38 contains 2438 members 
Mstep: Class 39 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699299.000000 Penalty: 78348.453125
Iteration 92Q: 40 clusters Score -1.26993e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28254 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 8 contains 4173 members 
Mstep: Class 9 contains 5202 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 9546 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24592 members 
Mstep: Class 17 contains 10965 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 1120 members 
Mstep: Class 21 contains 10264 members 
Mstep: Class 22 contains 3150 members 
Mstep: Class 23 contains 698 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 4055 members 
Mstep: Class 30 contains 4079 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12993 members 
Mstep: Class 35 contains 2019 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 3668 members 
Mstep: Class 38 contains 2433 members 
Mstep: Class 39 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699337.000000 Penalty: 78348.453125
Iteration 93Q: 40 clusters Score -1.269934e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 7933 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11875 members 
Mstep: Class 8 contains 4175 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 9546 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24594 members 
Mstep: Class 17 contains 10965 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 10223 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 701 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 2556 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 4959 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 4081 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12982 members 
Mstep: Class 35 contains 2026 members 
Mstep: Class 36 contains 1137 members 
Mstep: Class 37 contains 3675 members 
Mstep: Class 38 contains 2427 members 
Mstep: Class 39 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699353.000000 Penalty: 78348.453125
Iteration 94Q: 40 clusters Score -1.269935e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 5157 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 9548 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24594 members 
Mstep: Class 17 contains 10959 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 10192 members 
Mstep: Class 22 contains 3147 members 
Mstep: Class 23 contains 704 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 4973 members 
Mstep: Class 29 contains 4072 members 
Mstep: Class 30 contains 4076 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12971 members 
Mstep: Class 35 contains 2030 members 
Mstep: Class 36 contains 1148 members 
Mstep: Class 37 contains 3674 members 
Mstep: Class 38 contains 2424 members 
Mstep: Class 39 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699378.000000 Penalty: 78348.453125
Iteration 95Q: 40 clusters Score -1.269938e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 7981 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 5136 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 9552 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24590 members 
Mstep: Class 17 contains 10952 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 3147 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 17020 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 4980 members 
Mstep: Class 29 contains 4078 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12963 members 
Mstep: Class 35 contains 2038 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 3675 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699426.000000 Penalty: 78348.453125
Iteration 96Q: 40 clusters Score -1.269943e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 9555 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24588 members 
Mstep: Class 17 contains 10945 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 10142 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 4081 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2417 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12958 members 
Mstep: Class 35 contains 2041 members 
Mstep: Class 36 contains 1182 members 
Mstep: Class 37 contains 3676 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699446.000000 Penalty: 78348.453125
Iteration 97Q: 40 clusters Score -1.269945e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 9561 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24586 members 
Mstep: Class 17 contains 10943 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10125 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 4995 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 4076 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12949 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 3677 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699439.000000 Penalty: 78348.453125
Iteration 98Q: 40 clusters Score -1.269944e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 8014 members 
Mstep: Class 6 contains 2657 members 
Mstep: Class 7 contains 11879 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4820 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 9566 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24588 members 
Mstep: Class 17 contains 10939 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10112 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 4994 members 
Mstep: Class 29 contains 4086 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12948 members 
Mstep: Class 35 contains 2046 members 
Mstep: Class 36 contains 1199 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699445.000000 Penalty: 78348.453125
Iteration 99Q: 40 clusters Score -1.269944e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11879 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 5100 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 9571 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 10934 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 705 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 671 members 
Mstep: Class 28 contains 4995 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12947 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 1202 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699442.000000 Penalty: 78348.453125
Iteration 100F: 40 clusters Score -1.269944e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28251 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 5092 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 9573 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24591 members 
Mstep: Class 17 contains 10933 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10083 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 673 members 
Mstep: Class 28 contains 4994 members 
Mstep: Class 29 contains 4086 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12947 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 1213 members 
Mstep: Class 37 contains 3677 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699466.000000 Penalty: 78348.453125
Iteration 101Q: 40 clusters Score -1.269947e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28250 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11876 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 5083 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 9573 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 10933 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 706 members 
Mstep: Class 24 contains 17016 members 
Mstep: Class 25 contains 2585 members 
Mstep: Class 26 contains 1804 members 
Mstep: Class 27 contains 675 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12945 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 1221 members 
Mstep: Class 37 contains 3678 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699466.000000 Penalty: 78348.453125
Iteration 102Q: 40 clusters Score -1.269947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28250 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 5071 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 9575 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24595 members 
Mstep: Class 17 contains 10932 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12942 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 1232 members 
Mstep: Class 37 contains 3681 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699503.000000 Penalty: 78348.453125
Iteration 103Q: 40 clusters Score -1.26995e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28246 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 8043 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5063 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9577 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24598 members 
Mstep: Class 17 contains 10927 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10052 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 2589 members 
Mstep: Class 26 contains 1801 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 4999 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12941 members 
Mstep: Class 35 contains 2047 members 
Mstep: Class 36 contains 1245 members 
Mstep: Class 37 contains 3689 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699478.000000 Penalty: 78348.453125
Iteration 104Q: 40 clusters Score -1.269948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28242 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11875 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5050 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9576 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24600 members 
Mstep: Class 17 contains 10925 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5460 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10049 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 1800 members 
Mstep: Class 27 contains 679 members 
Mstep: Class 28 contains 5002 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 590 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12940 members 
Mstep: Class 35 contains 2048 members 
Mstep: Class 36 contains 1258 members 
Mstep: Class 37 contains 3692 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699501.000000 Penalty: 78348.453125
Iteration 105Q: 40 clusters Score -1.26995e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28239 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 9578 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24602 members 
Mstep: Class 17 contains 10919 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 4998 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12938 members 
Mstep: Class 35 contains 2049 members 
Mstep: Class 36 contains 1270 members 
Mstep: Class 37 contains 3695 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699534.000000 Penalty: 78348.453125
Iteration 106Q: 40 clusters Score -1.269953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28235 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5038 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24603 members 
Mstep: Class 17 contains 10919 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10045 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 4998 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2051 members 
Mstep: Class 36 contains 1276 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699542.000000 Penalty: 78348.453125
Iteration 107Q: 40 clusters Score -1.269954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 28233 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24604 members 
Mstep: Class 17 contains 10914 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 17013 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 4997 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2053 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699564.000000 Penalty: 78348.453125
Iteration 108Q: 40 clusters Score -1.269956e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28233 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 11873 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10910 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10034 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 709 members 
Mstep: Class 24 contains 17011 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 4999 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 589 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2056 members 
Mstep: Class 36 contains 1309 members 
Mstep: Class 37 contains 3699 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699591.000000 Penalty: 78348.453125
Iteration 109Q: 40 clusters Score -1.269959e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28232 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10030 members 
Mstep: Class 22 contains 3142 members 
Mstep: Class 23 contains 709 members 
Mstep: Class 24 contains 17009 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 5003 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4073 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2059 members 
Mstep: Class 36 contains 1321 members 
Mstep: Class 37 contains 3701 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699631.000000 Penalty: 78348.453125
Iteration 110Q: 40 clusters Score -1.269963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28230 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4155 members 
Mstep: Class 9 contains 4991 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4826 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 710 members 
Mstep: Class 24 contains 17008 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 5004 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 1327 members 
Mstep: Class 37 contains 3702 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699647.000000 Penalty: 78348.453125
Iteration 111Q: 40 clusters Score -1.269965e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28228 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4978 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 17008 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 5004 members 
Mstep: Class 29 contains 4086 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2064 members 
Mstep: Class 36 contains 1339 members 
Mstep: Class 37 contains 3705 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699673.000000 Penalty: 78348.453125
Iteration 112Q: 40 clusters Score -1.269967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28226 members 
Mstep: Class 4 contains 10018 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 4966 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 427 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10910 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 17008 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 5007 members 
Mstep: Class 29 contains 4085 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2065 members 
Mstep: Class 36 contains 1342 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699707.000000 Penalty: 78348.453125
Iteration 113Q: 40 clusters Score -1.269971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28225 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10909 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17007 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4085 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12937 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 36 contains 1346 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699753.000000 Penalty: 78348.453125
Iteration 114Q: 40 clusters Score -1.269975e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28222 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 2660 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 11302 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10909 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17007 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 5011 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12935 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1349 members 
Mstep: Class 37 contains 3711 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699771.000000 Penalty: 78348.453125
Iteration 115Q: 40 clusters Score -1.269977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28219 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 11301 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 431 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10905 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17007 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 694 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 4071 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12934 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 3714 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699788.000000 Penalty: 78348.453125
Iteration 116Q: 40 clusters Score -1.269979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 11301 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 5009 members 
Mstep: Class 29 contains 4085 members 
Mstep: Class 30 contains 4068 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12934 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1360 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699800.000000 Penalty: 78348.453125
Iteration 117Q: 40 clusters Score -1.26998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28218 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8048 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5009 members 
Mstep: Class 29 contains 4086 members 
Mstep: Class 30 contains 4066 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12933 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1362 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699815.000000 Penalty: 78348.453125
Iteration 118Q: 40 clusters Score -1.269982e+07 nChanged 18
Entering ConstructFrom: 
Score: -12699815.000000 Penalty: 78348.453125
Entering ConstructFrom: 
Trying to split cluster 1 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -723441.625000 Penalty: 1528.566772
	Iteration 0F: 2 clusters Score -723441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -714952.062500 Penalty: 3057.133545
	Iteration 0F: 3 clusters Score -714952.1 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -718674.812500 Penalty: 3057.133545
	Iteration 1F: 3 clusters Score -718674.8 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -719597.687500 Penalty: 3057.133545
	Iteration 2F: 3 clusters Score -719597.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -720556.062500 Penalty: 3057.133545
	Iteration 3F: 3 clusters Score -720556.1 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -721395.875000 Penalty: 3057.133545
	Iteration 4F: 3 clusters Score -721395.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -722040.625000 Penalty: 3057.133545
	Iteration 5F: 3 clusters Score -722040.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -722525.562500 Penalty: 3057.133545
	Iteration 6F: 3 clusters Score -722525.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -722849.250000 Penalty: 3057.133545
	Iteration 7Q: 3 clusters Score -722849.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -723080.437500 Penalty: 3057.133545
	Iteration 8Q: 3 clusters Score -723080.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -723242.687500 Penalty: 3057.133545
	Iteration 9Q: 3 clusters Score -723242.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -723332.687500 Penalty: 3057.133545
	Iteration 10Q: 3 clusters Score -723332.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -723395.750000 Penalty: 3057.133545
	Iteration 11Q: 3 clusters Score -723395.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -723450.000000 Penalty: 3057.133545
	Iteration 12Q: 3 clusters Score -723450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -723486.187500 Penalty: 3057.133545
	Iteration 13Q: 3 clusters Score -723486.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -723514.437500 Penalty: 3057.133545
	Iteration 14Q: 3 clusters Score -723514.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -723531.187500 Penalty: 3057.133545
	Iteration 15Q: 3 clusters Score -723531.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -723547.687500 Penalty: 3057.133545
	Iteration 16Q: 3 clusters Score -723547.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -723555.125000 Penalty: 3057.133545
	Iteration 17Q: 3 clusters Score -723555.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -723564.125000 Penalty: 3057.133545
	Iteration 18Q: 3 clusters Score -723564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -723571.750000 Penalty: 3057.133545
	Iteration 19Q: 3 clusters Score -723571.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -723576.625000 Penalty: 3057.133545
	Iteration 20F: 3 clusters Score -723576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -723582.312500 Penalty: 3057.133545
	Iteration 21Q: 3 clusters Score -723582.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -723585.000000 Penalty: 3057.133545
	Iteration 22Q: 3 clusters Score -723585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -723591.250000 Penalty: 3057.133545
	Iteration 23Q: 3 clusters Score -723591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -723595.125000 Penalty: 3057.133545
	Iteration 24Q: 3 clusters Score -723595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -723595.750000 Penalty: 3057.133545
	Iteration 25Q: 3 clusters Score -723595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -723596.875000 Penalty: 3057.133545
	Iteration 26Q: 3 clusters Score -723596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -723596.062500 Penalty: 3057.133545
	Iteration 27Q: 3 clusters Score -723596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -723595.250000 Penalty: 3057.133545
	Iteration 28Q: 3 clusters Score -723595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -723596.750000 Penalty: 3057.133545
	Iteration 29Q: 3 clusters Score -723596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -723597.312500 Penalty: 3057.133545
	Iteration 30Q: 3 clusters Score -723597.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -723598.187500 Penalty: 3057.133545
	Iteration 31Q: 3 clusters Score -723598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -723599.125000 Penalty: 3057.133545
	Iteration 32Q: 3 clusters Score -723599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -723599.812500 Penalty: 3057.133545
	Iteration 33Q: 3 clusters Score -723599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -723598.750000 Penalty: 3057.133545
	Iteration 34Q: 3 clusters Score -723598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -723598.750000 Penalty: 3057.133545
	Iteration 35F: 3 clusters Score -723598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17004 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12931 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 10994 members 
Entering Unmasked Estep 
Score: -12699473.000000 Penalty: 80357.382812
Splitting cluster 1 changes total score from -12699815.000000 to -12699473.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -62784.625000 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -62784.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -61241.011719 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -61241.01 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -61541.253906 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -61541.25 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -61617.007812 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -61617.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -61654.667969 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -61654.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -61676.679688 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -61676.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61694.339844 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -61694.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61707.214844 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -61707.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61713.425781 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -61713.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -61716.378906 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -61716.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -61720.488281 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -61720.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61725.164062 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -61725.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61729.500000 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -61729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61729.500000 Penalty: 2278.937500
	Iteration 12F: 3 clusters Score -61729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Entering Unmasked Estep 
Score: -1641301.375000 Penalty: 1665.247925
	Iteration 0F: 2 clusters Score -1641301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1622367.250000 Penalty: 3330.495850
	Iteration 0F: 3 clusters Score -1622367 nChanged 12907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1630087.000000 Penalty: 3330.495850
	Iteration 1F: 3 clusters Score -1630087 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1630987.375000 Penalty: 3330.495850
	Iteration 2F: 3 clusters Score -1630987 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1632244.625000 Penalty: 3330.495850
	Iteration 3F: 3 clusters Score -1632245 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -1633765.875000 Penalty: 3330.495850
	Iteration 4F: 3 clusters Score -1633766 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1635331.125000 Penalty: 3330.495850
	Iteration 5F: 3 clusters Score -1635331 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -1636709.125000 Penalty: 3330.495850
	Iteration 6F: 3 clusters Score -1636709 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -1637821.125000 Penalty: 3330.495850
	Iteration 7F: 3 clusters Score -1637821 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -1638692.250000 Penalty: 3330.495850
	Iteration 8Q: 3 clusters Score -1638692 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -1639303.000000 Penalty: 3330.495850
	Iteration 9Q: 3 clusters Score -1639303 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -1639860.250000 Penalty: 3330.495850
	Iteration 10Q: 3 clusters Score -1639860 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -1640215.375000 Penalty: 3330.495850
	Iteration 11Q: 3 clusters Score -1640215 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -1640460.375000 Penalty: 3330.495850
	Iteration 12Q: 3 clusters Score -1640460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1640651.625000 Penalty: 3330.495850
	Iteration 13Q: 3 clusters Score -1640652 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -1640849.250000 Penalty: 3330.495850
	Iteration 14Q: 3 clusters Score -1640849 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -1641039.875000 Penalty: 3330.495850
	Iteration 15Q: 3 clusters Score -1641040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -1641137.000000 Penalty: 3330.495850
	Iteration 16Q: 3 clusters Score -1641137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -1641172.750000 Penalty: 3330.495850
	Iteration 17Q: 3 clusters Score -1641173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -1641196.875000 Penalty: 3330.495850
	Iteration 18Q: 3 clusters Score -1641197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -1641207.375000 Penalty: 3330.495850
	Iteration 19Q: 3 clusters Score -1641207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -1641215.125000 Penalty: 3330.495850
	Iteration 20F: 3 clusters Score -1641215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -1641226.375000 Penalty: 3330.495850
	Iteration 21Q: 3 clusters Score -1641226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -1641231.500000 Penalty: 3330.495850
	Iteration 22Q: 3 clusters Score -1641232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -1641237.375000 Penalty: 3330.495850
	Iteration 23Q: 3 clusters Score -1641237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -1641236.625000 Penalty: 3330.495850
	Iteration 24Q: 3 clusters Score -1641237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -1641237.250000 Penalty: 3330.495850
	Iteration 25Q: 3 clusters Score -1641237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -1641235.250000 Penalty: 3330.495850
	Iteration 26Q: 3 clusters Score -1641235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -1641236.375000 Penalty: 3330.495850
	Iteration 27Q: 3 clusters Score -1641236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -1641234.250000 Penalty: 3330.495850
	Iteration 28Q: 3 clusters Score -1641234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -1641233.750000 Penalty: 3330.495850
	Iteration 29Q: 3 clusters Score -1641234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -1641235.875000 Penalty: 3330.495850
	Iteration 30Q: 3 clusters Score -1641236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -1641234.375000 Penalty: 3330.495850
	Iteration 31Q: 3 clusters Score -1641234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -1641237.250000 Penalty: 3330.495850
	Iteration 32Q: 3 clusters Score -1641237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -1641238.125000 Penalty: 3330.495850
	Iteration 33Q: 3 clusters Score -1641238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -1641239.250000 Penalty: 3330.495850
	Iteration 34Q: 3 clusters Score -1641239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1641236.750000 Penalty: 3330.495850
	Iteration 35Q: 3 clusters Score -1641237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -1641236.250000 Penalty: 3330.495850
	Iteration 36Q: 3 clusters Score -1641236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -1641239.125000 Penalty: 3330.495850
	Iteration 37Q: 3 clusters Score -1641239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -1641237.750000 Penalty: 3330.495850
	Iteration 38Q: 3 clusters Score -1641238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -1641236.500000 Penalty: 3330.495850
	Iteration 39Q: 3 clusters Score -1641236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -1641237.375000 Penalty: 3330.495850
	Iteration 40F: 3 clusters Score -1641237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Entering Unmasked Estep 
Score: -588986.187500 Penalty: 1496.988770
	Iteration 0F: 2 clusters Score -588986.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -581919.312500 Penalty: 2993.977539
	Iteration 0F: 3 clusters Score -581919.3 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -584295.062500 Penalty: 2993.977539
	Iteration 1F: 3 clusters Score -584295.1 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -584742.250000 Penalty: 2993.977539
	Iteration 2F: 3 clusters Score -584742.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -585112.375000 Penalty: 2993.977539
	Iteration 3F: 3 clusters Score -585112.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -585509.750000 Penalty: 2993.977539
	Iteration 4F: 3 clusters Score -585509.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -585937.062500 Penalty: 2993.977539
	Iteration 5F: 3 clusters Score -585937.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -586320.437500 Penalty: 2993.977539
	Iteration 6F: 3 clusters Score -586320.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -586676.937500 Penalty: 2993.977539
	Iteration 7F: 3 clusters Score -586676.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -586963.500000 Penalty: 2993.977539
	Iteration 8Q: 3 clusters Score -586963.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -587178.875000 Penalty: 2993.977539
	Iteration 9Q: 3 clusters Score -587178.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -587364.187500 Penalty: 2993.977539
	Iteration 10Q: 3 clusters Score -587364.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -587498.437500 Penalty: 2993.977539
	Iteration 11Q: 3 clusters Score -587498.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -587572.250000 Penalty: 2993.977539
	Iteration 12Q: 3 clusters Score -587572.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -587611.250000 Penalty: 2993.977539
	Iteration 13Q: 3 clusters Score -587611.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -587634.375000 Penalty: 2993.977539
	Iteration 14Q: 3 clusters Score -587634.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -587655.625000 Penalty: 2993.977539
	Iteration 15Q: 3 clusters Score -587655.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -587665.812500 Penalty: 2993.977539
	Iteration 16Q: 3 clusters Score -587665.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -587671.000000 Penalty: 2993.977539
	Iteration 17Q: 3 clusters Score -587671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -587678.625000 Penalty: 2993.977539
	Iteration 18Q: 3 clusters Score -587678.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -587683.937500 Penalty: 2993.977539
	Iteration 19Q: 3 clusters Score -587683.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -587689.187500 Penalty: 2993.977539
	Iteration 20F: 3 clusters Score -587689.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -587691.937500 Penalty: 2993.977539
	Iteration 21Q: 3 clusters Score -587691.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -587696.562500 Penalty: 2993.977539
	Iteration 22Q: 3 clusters Score -587696.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -587701.312500 Penalty: 2993.977539
	Iteration 23Q: 3 clusters Score -587701.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -587702.750000 Penalty: 2993.977539
	Iteration 24Q: 3 clusters Score -587702.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -587706.625000 Penalty: 2993.977539
	Iteration 25Q: 3 clusters Score -587706.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -587708.625000 Penalty: 2993.977539
	Iteration 26Q: 3 clusters Score -587708.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -587712.437500 Penalty: 2993.977539
	Iteration 27Q: 3 clusters Score -587712.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -587716.062500 Penalty: 2993.977539
	Iteration 28Q: 3 clusters Score -587716.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -587716.937500 Penalty: 2993.977539
	Iteration 29Q: 3 clusters Score -587716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -587721.687500 Penalty: 2993.977539
	Iteration 30Q: 3 clusters Score -587721.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -587724.625000 Penalty: 2993.977539
	Iteration 31Q: 3 clusters Score -587724.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -587726.625000 Penalty: 2993.977539
	Iteration 32Q: 3 clusters Score -587726.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -587730.562500 Penalty: 2993.977539
	Iteration 33Q: 3 clusters Score -587730.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -587735.812500 Penalty: 2993.977539
	Iteration 34Q: 3 clusters Score -587735.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -587741.750000 Penalty: 2993.977539
	Iteration 35Q: 3 clusters Score -587741.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -587743.937500 Penalty: 2993.977539
	Iteration 36Q: 3 clusters Score -587743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -587746.062500 Penalty: 2993.977539
	Iteration 37Q: 3 clusters Score -587746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -587748.437500 Penalty: 2993.977539
	Iteration 38Q: 3 clusters Score -587748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -587750.625000 Penalty: 2993.977539
	Iteration 39Q: 3 clusters Score -587750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -587750.937500 Penalty: 2993.977539
	Iteration 40F: 3 clusters Score -587750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -587753.500000 Penalty: 2993.977539
	Iteration 41Q: 3 clusters Score -587753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -587752.812500 Penalty: 2993.977539
	Iteration 42Q: 3 clusters Score -587752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -587754.125000 Penalty: 2993.977539
	Iteration 43Q: 3 clusters Score -587754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -587757.000000 Penalty: 2993.977539
	Iteration 44Q: 3 clusters Score -587757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -587758.250000 Penalty: 2993.977539
	Iteration 45Q: 3 clusters Score -587758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -587759.187500 Penalty: 2993.977539
	Iteration 46Q: 3 clusters Score -587759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -587761.187500 Penalty: 2993.977539
	Iteration 47Q: 3 clusters Score -587761.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -587762.875000 Penalty: 2993.977539
	Iteration 48Q: 3 clusters Score -587762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -587763.562500 Penalty: 2993.977539
	Iteration 49Q: 3 clusters Score -587763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -587765.562500 Penalty: 2993.977539
	Iteration 50Q: 3 clusters Score -587765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -587766.000000 Penalty: 2993.977539
	Iteration 51Q: 3 clusters Score -587766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -587766.312500 Penalty: 2993.977539
	Iteration 52Q: 3 clusters Score -587766.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -587768.250000 Penalty: 2993.977539
	Iteration 53Q: 3 clusters Score -587768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -587768.187500 Penalty: 2993.977539
	Iteration 54Q: 3 clusters Score -587768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -587770.437500 Penalty: 2993.977539
	Iteration 55Q: 3 clusters Score -587770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -587770.125000 Penalty: 2993.977539
	Iteration 56Q: 3 clusters Score -587770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -587769.375000 Penalty: 2993.977539
	Iteration 57Q: 3 clusters Score -587769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -587771.125000 Penalty: 2993.977539
	Iteration 58Q: 3 clusters Score -587771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -587771.062500 Penalty: 2993.977539
	Iteration 59Q: 3 clusters Score -587771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -587771.062500 Penalty: 2993.977539
	Iteration 60F: 3 clusters Score -587771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Entering Unmasked Estep 
Score: -473452.906250 Penalty: 1461.371338
	Iteration 0F: 2 clusters Score -473452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -467521.593750 Penalty: 2922.742676
	Iteration 0F: 3 clusters Score -467521.6 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -469449.937500 Penalty: 2922.742676
	Iteration 1F: 3 clusters Score -469449.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -469759.593750 Penalty: 2922.742676
	Iteration 2F: 3 clusters Score -469759.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -470000.781250 Penalty: 2922.742676
	Iteration 3F: 3 clusters Score -470000.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -470211.562500 Penalty: 2922.742676
	Iteration 4Q: 3 clusters Score -470211.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -470382.781250 Penalty: 2922.742676
	Iteration 5Q: 3 clusters Score -470382.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -470564.718750 Penalty: 2922.742676
	Iteration 6Q: 3 clusters Score -470564.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -470779.843750 Penalty: 2922.742676
	Iteration 7Q: 3 clusters Score -470779.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -471004.031250 Penalty: 2922.742676
	Iteration 8Q: 3 clusters Score -471004 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -471285.375000 Penalty: 2922.742676
	Iteration 9Q: 3 clusters Score -471285.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -471586.843750 Penalty: 2922.742676
	Iteration 10Q: 3 clusters Score -471586.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -471899.843750 Penalty: 2922.742676
	Iteration 11Q: 3 clusters Score -471899.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -472183.218750 Penalty: 2922.742676
	Iteration 12Q: 3 clusters Score -472183.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -472359.031250 Penalty: 2922.742676
	Iteration 13Q: 3 clusters Score -472359 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -472439.906250 Penalty: 2922.742676
	Iteration 14Q: 3 clusters Score -472439.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -472480.343750 Penalty: 2922.742676
	Iteration 15Q: 3 clusters Score -472480.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -472519.125000 Penalty: 2922.742676
	Iteration 16Q: 3 clusters Score -472519.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -472548.781250 Penalty: 2922.742676
	Iteration 17Q: 3 clusters Score -472548.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -472569.781250 Penalty: 2922.742676
	Iteration 18Q: 3 clusters Score -472569.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -472582.531250 Penalty: 2922.742676
	Iteration 19Q: 3 clusters Score -472582.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -472596.281250 Penalty: 2922.742676
	Iteration 20F: 3 clusters Score -472596.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -472611.812500 Penalty: 2922.742676
	Iteration 21Q: 3 clusters Score -472611.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -472627.968750 Penalty: 2922.742676
	Iteration 22Q: 3 clusters Score -472628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -472636.468750 Penalty: 2922.742676
	Iteration 23Q: 3 clusters Score -472636.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -472642.250000 Penalty: 2922.742676
	Iteration 24Q: 3 clusters Score -472642.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -472649.625000 Penalty: 2922.742676
	Iteration 25Q: 3 clusters Score -472649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -472657.000000 Penalty: 2922.742676
	Iteration 26Q: 3 clusters Score -472657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -472661.468750 Penalty: 2922.742676
	Iteration 27Q: 3 clusters Score -472661.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -472664.187500 Penalty: 2922.742676
	Iteration 28Q: 3 clusters Score -472664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -472666.750000 Penalty: 2922.742676
	Iteration 29Q: 3 clusters Score -472666.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -472668.125000 Penalty: 2922.742676
	Iteration 30Q: 3 clusters Score -472668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -472670.000000 Penalty: 2922.742676
	Iteration 31Q: 3 clusters Score -472670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -472671.156250 Penalty: 2922.742676
	Iteration 32Q: 3 clusters Score -472671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -472671.687500 Penalty: 2922.742676
	Iteration 33Q: 3 clusters Score -472671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -472671.656250 Penalty: 2922.742676
	Iteration 34Q: 3 clusters Score -472671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -472671.656250 Penalty: 2922.742676
	Iteration 35F: 3 clusters Score -472671.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -149166.500000 Penalty: 1281.365967
	Iteration 0F: 2 clusters Score -149166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -146670.328125 Penalty: 2562.731934
	Iteration 0F: 3 clusters Score -146670.3 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -147370.718750 Penalty: 2562.731934
	Iteration 1F: 3 clusters Score -147370.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -147635.703125 Penalty: 2562.731934
	Iteration 2F: 3 clusters Score -147635.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -147882.453125 Penalty: 2562.731934
	Iteration 3F: 3 clusters Score -147882.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -148104.265625 Penalty: 2562.731934
	Iteration 4F: 3 clusters Score -148104.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -148324.609375 Penalty: 2562.731934
	Iteration 5F: 3 clusters Score -148324.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -148490.765625 Penalty: 2562.731934
	Iteration 6F: 3 clusters Score -148490.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -148595.406250 Penalty: 2562.731934
	Iteration 7Q: 3 clusters Score -148595.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -148682.343750 Penalty: 2562.731934
	Iteration 8Q: 3 clusters Score -148682.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -148755.203125 Penalty: 2562.731934
	Iteration 9Q: 3 clusters Score -148755.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148811.000000 Penalty: 2562.731934
	Iteration 10Q: 3 clusters Score -148811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -148839.406250 Penalty: 2562.731934
	Iteration 11Q: 3 clusters Score -148839.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -148854.421875 Penalty: 2562.731934
	Iteration 12Q: 3 clusters Score -148854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -148861.781250 Penalty: 2562.731934
	Iteration 13Q: 3 clusters Score -148861.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -148865.484375 Penalty: 2562.731934
	Iteration 14Q: 3 clusters Score -148865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -148867.671875 Penalty: 2562.731934
	Iteration 15Q: 3 clusters Score -148867.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -148868.218750 Penalty: 2562.731934
	Iteration 16Q: 3 clusters Score -148868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -148868.218750 Penalty: 2562.731934
	Iteration 17F: 3 clusters Score -148868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -686923.062500 Penalty: 1524.647095
	Iteration 0F: 2 clusters Score -686923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -678592.062500 Penalty: 3049.294189
	Iteration 0F: 3 clusters Score -678592.1 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -681707.500000 Penalty: 3049.294189
	Iteration 1F: 3 clusters Score -681707.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -682163.812500 Penalty: 3049.294189
	Iteration 2F: 3 clusters Score -682163.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -682674.312500 Penalty: 3049.294189
	Iteration 3F: 3 clusters Score -682674.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -683385.187500 Penalty: 3049.294189
	Iteration 4F: 3 clusters Score -683385.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -684177.625000 Penalty: 3049.294189
	Iteration 5F: 3 clusters Score -684177.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -684759.250000 Penalty: 3049.294189
	Iteration 6F: 3 clusters Score -684759.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -685109.562500 Penalty: 3049.294189
	Iteration 7F: 3 clusters Score -685109.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -685266.062500 Penalty: 3049.294189
	Iteration 8Q: 3 clusters Score -685266.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -685345.937500 Penalty: 3049.294189
	Iteration 9Q: 3 clusters Score -685345.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -685394.937500 Penalty: 3049.294189
	Iteration 10Q: 3 clusters Score -685394.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -685431.062500 Penalty: 3049.294189
	Iteration 11Q: 3 clusters Score -685431.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -685457.625000 Penalty: 3049.294189
	Iteration 12Q: 3 clusters Score -685457.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -685478.437500 Penalty: 3049.294189
	Iteration 13Q: 3 clusters Score -685478.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -685493.062500 Penalty: 3049.294189
	Iteration 14Q: 3 clusters Score -685493.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -685508.625000 Penalty: 3049.294189
	Iteration 15Q: 3 clusters Score -685508.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -685522.000000 Penalty: 3049.294189
	Iteration 16Q: 3 clusters Score -685522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -685531.625000 Penalty: 3049.294189
	Iteration 17Q: 3 clusters Score -685531.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -685540.062500 Penalty: 3049.294189
	Iteration 18Q: 3 clusters Score -685540.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -685547.375000 Penalty: 3049.294189
	Iteration 19Q: 3 clusters Score -685547.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -685556.250000 Penalty: 3049.294189
	Iteration 20F: 3 clusters Score -685556.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -685564.312500 Penalty: 3049.294189
	Iteration 21Q: 3 clusters Score -685564.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -685566.500000 Penalty: 3049.294189
	Iteration 22Q: 3 clusters Score -685566.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -685574.000000 Penalty: 3049.294189
	Iteration 23Q: 3 clusters Score -685574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -685577.000000 Penalty: 3049.294189
	Iteration 24Q: 3 clusters Score -685577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -685579.312500 Penalty: 3049.294189
	Iteration 25Q: 3 clusters Score -685579.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -685584.750000 Penalty: 3049.294189
	Iteration 26Q: 3 clusters Score -685584.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -685586.875000 Penalty: 3049.294189
	Iteration 27Q: 3 clusters Score -685586.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -685590.187500 Penalty: 3049.294189
	Iteration 28Q: 3 clusters Score -685590.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -685592.062500 Penalty: 3049.294189
	Iteration 29Q: 3 clusters Score -685592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -685591.750000 Penalty: 3049.294189
	Iteration 30Q: 3 clusters Score -685591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -685594.375000 Penalty: 3049.294189
	Iteration 31Q: 3 clusters Score -685594.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -685594.812500 Penalty: 3049.294189
	Iteration 32Q: 3 clusters Score -685594.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -685598.625000 Penalty: 3049.294189
	Iteration 33Q: 3 clusters Score -685598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -685599.125000 Penalty: 3049.294189
	Iteration 34Q: 3 clusters Score -685599.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -685601.500000 Penalty: 3049.294189
	Iteration 35Q: 3 clusters Score -685601.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -685602.125000 Penalty: 3049.294189
	Iteration 36Q: 3 clusters Score -685602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -685602.000000 Penalty: 3049.294189
	Iteration 37Q: 3 clusters Score -685602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -685603.812500 Penalty: 3049.294189
	Iteration 38Q: 3 clusters Score -685603.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -685605.312500 Penalty: 3049.294189
	Iteration 39Q: 3 clusters Score -685605.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -685607.250000 Penalty: 3049.294189
	Iteration 40F: 3 clusters Score -685607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -685606.500000 Penalty: 3049.294189
	Iteration 41Q: 3 clusters Score -685606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -685606.937500 Penalty: 3049.294189
	Iteration 42Q: 3 clusters Score -685606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -685607.375000 Penalty: 3049.294189
	Iteration 43Q: 3 clusters Score -685607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -685608.000000 Penalty: 3049.294189
	Iteration 44Q: 3 clusters Score -685608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -685608.625000 Penalty: 3049.294189
	Iteration 45Q: 3 clusters Score -685608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -685607.250000 Penalty: 3049.294189
	Iteration 46Q: 3 clusters Score -685607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -685608.500000 Penalty: 3049.294189
	Iteration 47Q: 3 clusters Score -685608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -685608.500000 Penalty: 3049.294189
	Iteration 48F: 3 clusters Score -685608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -233894.593750 Penalty: 1353.921875
	Iteration 0F: 2 clusters Score -233894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -230493.953125 Penalty: 2707.843750
	Iteration 0F: 3 clusters Score -230494 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -231503.406250 Penalty: 2707.843750
	Iteration 1F: 3 clusters Score -231503.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -231796.000000 Penalty: 2707.843750
	Iteration 2F: 3 clusters Score -231796 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -232086.265625 Penalty: 2707.843750
	Iteration 3F: 3 clusters Score -232086.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -232418.171875 Penalty: 2707.843750
	Iteration 4F: 3 clusters Score -232418.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -232762.906250 Penalty: 2707.843750
	Iteration 5F: 3 clusters Score -232762.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -233063.687500 Penalty: 2707.843750
	Iteration 6F: 3 clusters Score -233063.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -233357.734375 Penalty: 2707.843750
	Iteration 7F: 3 clusters Score -233357.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -233580.187500 Penalty: 2707.843750
	Iteration 8Q: 3 clusters Score -233580.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -233769.312500 Penalty: 2707.843750
	Iteration 9Q: 3 clusters Score -233769.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -234015.671875 Penalty: 2707.843750
	Iteration 10Q: 3 clusters Score -234015.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -234251.328125 Penalty: 2707.843750
	Iteration 11Q: 3 clusters Score -234251.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -234381.796875 Penalty: 2707.843750
	Iteration 12Q: 3 clusters Score -234381.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -234453.953125 Penalty: 2707.843750
	Iteration 13Q: 3 clusters Score -234454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -234565.687500 Penalty: 2707.843750
	Iteration 14Q: 3 clusters Score -234565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -234647.546875 Penalty: 2707.843750
	Iteration 15Q: 3 clusters Score -234647.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -234662.500000 Penalty: 2707.843750
	Iteration 16Q: 3 clusters Score -234662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -234665.875000 Penalty: 2707.843750
	Iteration 17Q: 3 clusters Score -234665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -234667.718750 Penalty: 2707.843750
	Iteration 18Q: 3 clusters Score -234667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -234668.265625 Penalty: 2707.843750
	Iteration 19Q: 3 clusters Score -234668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -234668.656250 Penalty: 2707.843750
	Iteration 20F: 3 clusters Score -234668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -234670.046875 Penalty: 2707.843750
	Iteration 21Q: 3 clusters Score -234670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -234670.968750 Penalty: 2707.843750
	Iteration 22Q: 3 clusters Score -234671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -234670.968750 Penalty: 2707.843750
	Iteration 23F: 3 clusters Score -234671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17004 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12931 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 1972 members 
Entering Unmasked Estep 
Score: -12699918.000000 Penalty: 80357.382812
Splitting cluster 8 changes total score from -12699815.000000 to -12699918.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -281067.687500 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -281067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -277156.468750 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -277156.5 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -278450.750000 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -278450.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -278879.500000 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -278879.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -279324.687500 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -279324.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -279743.906250 Penalty: 2764.624268
	Iteration 4F: 3 clusters Score -279743.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -280056.468750 Penalty: 2764.624268
	Iteration 5F: 3 clusters Score -280056.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -280329.156250 Penalty: 2764.624268
	Iteration 6F: 3 clusters Score -280329.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -280592.343750 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -280592.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -280893.937500 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -280893.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -281192.843750 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -281192.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -281462.468750 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -281462.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -281702.218750 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -281702.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -281853.468750 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -281853.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -281950.812500 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -281950.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -281997.125000 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -281997.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -282012.625000 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -282012.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -282015.625000 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -282015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -282016.812500 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -282016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -282016.843750 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -282016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -282016.531250 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -282016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -282016.531250 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -282016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17004 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12931 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 1972 members 
Mstep: Class 41 contains 1916 members 
Entering Unmasked Estep 
Score: -12700266.000000 Penalty: 82366.320312
Splitting cluster 9 changes total score from -12699815.000000 to -12700266.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 10 (11300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Entering Unmasked Estep 
Score: -656896.937500 Penalty: 1516.540649
	Iteration 0F: 2 clusters Score -656896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -648976.437500 Penalty: 3033.081299
	Iteration 0F: 3 clusters Score -648976.4 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -651556.687500 Penalty: 3033.081299
	Iteration 1F: 3 clusters Score -651556.7 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -651782.375000 Penalty: 3033.081299
	Iteration 2F: 3 clusters Score -651782.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -651978.812500 Penalty: 3033.081299
	Iteration 3Q: 3 clusters Score -651978.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -652176.750000 Penalty: 3033.081299
	Iteration 4Q: 3 clusters Score -652176.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -652410.812500 Penalty: 3033.081299
	Iteration 5Q: 3 clusters Score -652410.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -652688.000000 Penalty: 3033.081299
	Iteration 6Q: 3 clusters Score -652688 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -653017.000000 Penalty: 3033.081299
	Iteration 7F: 3 clusters Score -653017 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -653367.750000 Penalty: 3033.081299
	Iteration 8F: 3 clusters Score -653367.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -653733.437500 Penalty: 3033.081299
	Iteration 9F: 3 clusters Score -653733.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -654061.375000 Penalty: 3033.081299
	Iteration 10F: 3 clusters Score -654061.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -654328.500000 Penalty: 3033.081299
	Iteration 11Q: 3 clusters Score -654328.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654564.687500 Penalty: 3033.081299
	Iteration 12Q: 3 clusters Score -654564.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -654759.937500 Penalty: 3033.081299
	Iteration 13Q: 3 clusters Score -654759.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -654913.937500 Penalty: 3033.081299
	Iteration 14Q: 3 clusters Score -654913.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -655045.875000 Penalty: 3033.081299
	Iteration 15Q: 3 clusters Score -655045.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -655156.687500 Penalty: 3033.081299
	Iteration 16Q: 3 clusters Score -655156.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -655263.562500 Penalty: 3033.081299
	Iteration 17Q: 3 clusters Score -655263.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -655371.000000 Penalty: 3033.081299
	Iteration 18Q: 3 clusters Score -655371 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -655449.875000 Penalty: 3033.081299
	Iteration 19Q: 3 clusters Score -655449.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -655498.937500 Penalty: 3033.081299
	Iteration 20F: 3 clusters Score -655498.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -655532.500000 Penalty: 3033.081299
	Iteration 21Q: 3 clusters Score -655532.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -655561.250000 Penalty: 3033.081299
	Iteration 22Q: 3 clusters Score -655561.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -655579.625000 Penalty: 3033.081299
	Iteration 23Q: 3 clusters Score -655579.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -655607.375000 Penalty: 3033.081299
	Iteration 24Q: 3 clusters Score -655607.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -655629.687500 Penalty: 3033.081299
	Iteration 25Q: 3 clusters Score -655629.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -655642.250000 Penalty: 3033.081299
	Iteration 26Q: 3 clusters Score -655642.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -655647.250000 Penalty: 3033.081299
	Iteration 27Q: 3 clusters Score -655647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -655650.437500 Penalty: 3033.081299
	Iteration 28Q: 3 clusters Score -655650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -655657.687500 Penalty: 3033.081299
	Iteration 29Q: 3 clusters Score -655657.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -655662.250000 Penalty: 3033.081299
	Iteration 30Q: 3 clusters Score -655662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -655664.625000 Penalty: 3033.081299
	Iteration 31Q: 3 clusters Score -655664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -655669.812500 Penalty: 3033.081299
	Iteration 32Q: 3 clusters Score -655669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -655671.687500 Penalty: 3033.081299
	Iteration 33Q: 3 clusters Score -655671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -655673.187500 Penalty: 3033.081299
	Iteration 34Q: 3 clusters Score -655673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -655675.625000 Penalty: 3033.081299
	Iteration 35Q: 3 clusters Score -655675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -655680.562500 Penalty: 3033.081299
	Iteration 36Q: 3 clusters Score -655680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -655685.062500 Penalty: 3033.081299
	Iteration 37Q: 3 clusters Score -655685.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -655689.937500 Penalty: 3033.081299
	Iteration 38Q: 3 clusters Score -655689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -655691.312500 Penalty: 3033.081299
	Iteration 39Q: 3 clusters Score -655691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -655692.312500 Penalty: 3033.081299
	Iteration 40F: 3 clusters Score -655692.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -655693.375000 Penalty: 3033.081299
	Iteration 41Q: 3 clusters Score -655693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -655694.812500 Penalty: 3033.081299
	Iteration 42Q: 3 clusters Score -655694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -655695.875000 Penalty: 3033.081299
	Iteration 43Q: 3 clusters Score -655695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -655696.000000 Penalty: 3033.081299
	Iteration 44Q: 3 clusters Score -655696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -655696.000000 Penalty: 3033.081299
	Iteration 45F: 3 clusters Score -655696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -284047.843750 Penalty: 1378.321777
	Iteration 0F: 2 clusters Score -284047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -280264.343750 Penalty: 2756.643555
	Iteration 0F: 3 clusters Score -280264.3 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -281306.718750 Penalty: 2756.643555
	Iteration 1F: 3 clusters Score -281306.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -281545.500000 Penalty: 2756.643555
	Iteration 2F: 3 clusters Score -281545.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -281803.343750 Penalty: 2756.643555
	Iteration 3F: 3 clusters Score -281803.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -282128.812500 Penalty: 2756.643555
	Iteration 4F: 3 clusters Score -282128.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -282468.843750 Penalty: 2756.643555
	Iteration 5F: 3 clusters Score -282468.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -282823.062500 Penalty: 2756.643555
	Iteration 6F: 3 clusters Score -282823.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -283069.375000 Penalty: 2756.643555
	Iteration 7F: 3 clusters Score -283069.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -283218.312500 Penalty: 2756.643555
	Iteration 8Q: 3 clusters Score -283218.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -283357.593750 Penalty: 2756.643555
	Iteration 9Q: 3 clusters Score -283357.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -283534.812500 Penalty: 2756.643555
	Iteration 10Q: 3 clusters Score -283534.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -283714.375000 Penalty: 2756.643555
	Iteration 11Q: 3 clusters Score -283714.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -283788.437500 Penalty: 2756.643555
	Iteration 12Q: 3 clusters Score -283788.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -283824.968750 Penalty: 2756.643555
	Iteration 13Q: 3 clusters Score -283825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -283840.656250 Penalty: 2756.643555
	Iteration 14Q: 3 clusters Score -283840.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -283846.531250 Penalty: 2756.643555
	Iteration 15Q: 3 clusters Score -283846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -283851.125000 Penalty: 2756.643555
	Iteration 16Q: 3 clusters Score -283851.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -283855.625000 Penalty: 2756.643555
	Iteration 17Q: 3 clusters Score -283855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -283857.687500 Penalty: 2756.643555
	Iteration 18Q: 3 clusters Score -283857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -283858.656250 Penalty: 2756.643555
	Iteration 19Q: 3 clusters Score -283858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -283861.437500 Penalty: 2756.643555
	Iteration 20F: 3 clusters Score -283861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -283863.156250 Penalty: 2756.643555
	Iteration 21Q: 3 clusters Score -283863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -283864.500000 Penalty: 2756.643555
	Iteration 22Q: 3 clusters Score -283864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -283865.500000 Penalty: 2756.643555
	Iteration 23Q: 3 clusters Score -283865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -283865.593750 Penalty: 2756.643555
	Iteration 24Q: 3 clusters Score -283865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -283865.875000 Penalty: 2756.643555
	Iteration 25Q: 3 clusters Score -283865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283865.968750 Penalty: 2756.643555
	Iteration 26Q: 3 clusters Score -283866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283865.968750 Penalty: 2756.643555
	Iteration 27F: 3 clusters Score -283866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -18570.746094 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -18570.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -17578.679688 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -17578.68 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -17751.919922 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -17751.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17789.181641 Penalty: 1972.238281
	Iteration 2Q: 3 clusters Score -17789.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17807.615234 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -17807.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -17817.701172 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -17817.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -17829.830078 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -17829.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17833.664062 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -17833.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17835.947266 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -17835.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17835.947266 Penalty: 1972.238281
	Iteration 8F: 3 clusters Score -17835.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Entering Unmasked Estep 
Score: -586955.125000 Penalty: 1489.707886
	Iteration 0F: 2 clusters Score -586955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -580032.750000 Penalty: 2979.415771
	Iteration 0F: 3 clusters Score -580032.8 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -582086.875000 Penalty: 2979.415771
	Iteration 1F: 3 clusters Score -582086.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -582302.812500 Penalty: 2979.415771
	Iteration 2F: 3 clusters Score -582302.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -582478.375000 Penalty: 2979.415771
	Iteration 3Q: 3 clusters Score -582478.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -582626.625000 Penalty: 2979.415771
	Iteration 4Q: 3 clusters Score -582626.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -582781.437500 Penalty: 2979.415771
	Iteration 5Q: 3 clusters Score -582781.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -582931.250000 Penalty: 2979.415771
	Iteration 6Q: 3 clusters Score -582931.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -583092.187500 Penalty: 2979.415771
	Iteration 7Q: 3 clusters Score -583092.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -583264.000000 Penalty: 2979.415771
	Iteration 8Q: 3 clusters Score -583264 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -583431.375000 Penalty: 2979.415771
	Iteration 9Q: 3 clusters Score -583431.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -583630.875000 Penalty: 2979.415771
	Iteration 10Q: 3 clusters Score -583630.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -583851.812500 Penalty: 2979.415771
	Iteration 11Q: 3 clusters Score -583851.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -584062.687500 Penalty: 2979.415771
	Iteration 12Q: 3 clusters Score -584062.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -584269.875000 Penalty: 2979.415771
	Iteration 13Q: 3 clusters Score -584269.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -584457.187500 Penalty: 2979.415771
	Iteration 14Q: 3 clusters Score -584457.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -584648.250000 Penalty: 2979.415771
	Iteration 15Q: 3 clusters Score -584648.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -584854.937500 Penalty: 2979.415771
	Iteration 16Q: 3 clusters Score -584854.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -585030.000000 Penalty: 2979.415771
	Iteration 17Q: 3 clusters Score -585030 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -585177.000000 Penalty: 2979.415771
	Iteration 18Q: 3 clusters Score -585177 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -585286.562500 Penalty: 2979.415771
	Iteration 19Q: 3 clusters Score -585286.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -585363.625000 Penalty: 2979.415771
	Iteration 20F: 3 clusters Score -585363.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -585423.062500 Penalty: 2979.415771
	Iteration 21Q: 3 clusters Score -585423.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -585468.500000 Penalty: 2979.415771
	Iteration 22Q: 3 clusters Score -585468.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -585507.687500 Penalty: 2979.415771
	Iteration 23Q: 3 clusters Score -585507.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -585528.812500 Penalty: 2979.415771
	Iteration 24Q: 3 clusters Score -585528.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -585547.187500 Penalty: 2979.415771
	Iteration 25Q: 3 clusters Score -585547.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -585561.687500 Penalty: 2979.415771
	Iteration 26Q: 3 clusters Score -585561.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -585568.500000 Penalty: 2979.415771
	Iteration 27Q: 3 clusters Score -585568.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -585579.625000 Penalty: 2979.415771
	Iteration 28Q: 3 clusters Score -585579.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -585586.750000 Penalty: 2979.415771
	Iteration 29Q: 3 clusters Score -585586.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -585594.000000 Penalty: 2979.415771
	Iteration 30Q: 3 clusters Score -585594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -585599.812500 Penalty: 2979.415771
	Iteration 31Q: 3 clusters Score -585599.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -585604.500000 Penalty: 2979.415771
	Iteration 32Q: 3 clusters Score -585604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -585604.437500 Penalty: 2979.415771
	Iteration 33Q: 3 clusters Score -585604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -585606.687500 Penalty: 2979.415771
	Iteration 34Q: 3 clusters Score -585606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -585607.125000 Penalty: 2979.415771
	Iteration 35Q: 3 clusters Score -585607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -585608.937500 Penalty: 2979.415771
	Iteration 36Q: 3 clusters Score -585608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -585610.375000 Penalty: 2979.415771
	Iteration 37Q: 3 clusters Score -585610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -585610.562500 Penalty: 2979.415771
	Iteration 38Q: 3 clusters Score -585610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -585611.000000 Penalty: 2979.415771
	Iteration 39Q: 3 clusters Score -585611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -585612.875000 Penalty: 2979.415771
	Iteration 40F: 3 clusters Score -585612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -585614.000000 Penalty: 2979.415771
	Iteration 41Q: 3 clusters Score -585614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -585616.125000 Penalty: 2979.415771
	Iteration 42Q: 3 clusters Score -585616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -585618.187500 Penalty: 2979.415771
	Iteration 43Q: 3 clusters Score -585618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -585619.250000 Penalty: 2979.415771
	Iteration 44Q: 3 clusters Score -585619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -585620.375000 Penalty: 2979.415771
	Iteration 45Q: 3 clusters Score -585620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -585620.000000 Penalty: 2979.415771
	Iteration 46Q: 3 clusters Score -585620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -585621.562500 Penalty: 2979.415771
	Iteration 47Q: 3 clusters Score -585621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -585622.750000 Penalty: 2979.415771
	Iteration 48Q: 3 clusters Score -585622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -585623.375000 Penalty: 2979.415771
	Iteration 49Q: 3 clusters Score -585623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -585624.312500 Penalty: 2979.415771
	Iteration 50Q: 3 clusters Score -585624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -585623.687500 Penalty: 2979.415771
	Iteration 51Q: 3 clusters Score -585623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -585623.687500 Penalty: 2979.415771
	Iteration 52F: 3 clusters Score -585623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -21837.968750 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -21837.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20779.318359 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -20779.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20901.824219 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -20901.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20975.158203 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -20975.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21008.201172 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -21008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21050.798828 Penalty: 1976.721191
	Iteration 4Q: 3 clusters Score -21050.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21063.332031 Penalty: 1976.721191
	Iteration 5Q: 3 clusters Score -21063.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21068.201172 Penalty: 1976.721191
	Iteration 6Q: 3 clusters Score -21068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21072.181641 Penalty: 1976.721191
	Iteration 7Q: 3 clusters Score -21072.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21075.898438 Penalty: 1976.721191
	Iteration 8Q: 3 clusters Score -21075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21082.101562 Penalty: 1976.721191
	Iteration 9Q: 3 clusters Score -21082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21091.363281 Penalty: 1976.721191
	Iteration 10Q: 3 clusters Score -21091.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21100.056641 Penalty: 1976.721191
	Iteration 11Q: 3 clusters Score -21100.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21101.318359 Penalty: 1976.721191
	Iteration 12Q: 3 clusters Score -21101.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21103.076172 Penalty: 1976.721191
	Iteration 13Q: 3 clusters Score -21103.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21103.076172 Penalty: 1976.721191
	Iteration 14F: 3 clusters Score -21103.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -16165.275391 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -16165.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15279.628906 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -15279.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -15389.290039 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -15389.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15422.768555 Penalty: 1860.165161
	Iteration 2F: 3 clusters Score -15422.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15434.967773 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -15434.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15439.506836 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -15439.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15444.641602 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -15444.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15454.635742 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -15454.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15457.772461 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -15457.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15457.772461 Penalty: 1860.165161
	Iteration 8F: 3 clusters Score -15457.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Entering Unmasked Estep 
Score: -1468572.000000 Penalty: 1642.989624
	Iteration 0F: 2 clusters Score -1468572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1452041.000000 Penalty: 3285.979248
	Iteration 0F: 3 clusters Score -1452041 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1458117.750000 Penalty: 3285.979248
	Iteration 1F: 3 clusters Score -1458118 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1458458.750000 Penalty: 3285.979248
	Iteration 2Q: 3 clusters Score -1458459 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1458798.750000 Penalty: 3285.979248
	Iteration 3Q: 3 clusters Score -1458799 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1459190.000000 Penalty: 3285.979248
	Iteration 4Q: 3 clusters Score -1459190 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1459636.500000 Penalty: 3285.979248
	Iteration 5Q: 3 clusters Score -1459636 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1460184.250000 Penalty: 3285.979248
	Iteration 6Q: 3 clusters Score -1460184 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1460987.250000 Penalty: 3285.979248
	Iteration 7F: 3 clusters Score -1460987 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1462061.125000 Penalty: 3285.979248
	Iteration 8F: 3 clusters Score -1462061 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1463357.500000 Penalty: 3285.979248
	Iteration 9F: 3 clusters Score -1463358 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1464646.000000 Penalty: 3285.979248
	Iteration 10F: 3 clusters Score -1464646 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1465620.375000 Penalty: 3285.979248
	Iteration 11Q: 3 clusters Score -1465620 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1466223.375000 Penalty: 3285.979248
	Iteration 12Q: 3 clusters Score -1466223 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1466617.750000 Penalty: 3285.979248
	Iteration 13Q: 3 clusters Score -1466618 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1466867.625000 Penalty: 3285.979248
	Iteration 14Q: 3 clusters Score -1466868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1467024.875000 Penalty: 3285.979248
	Iteration 15Q: 3 clusters Score -1467025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1467127.250000 Penalty: 3285.979248
	Iteration 16Q: 3 clusters Score -1467127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1467188.750000 Penalty: 3285.979248
	Iteration 17Q: 3 clusters Score -1467189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1467248.625000 Penalty: 3285.979248
	Iteration 18Q: 3 clusters Score -1467249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1467279.625000 Penalty: 3285.979248
	Iteration 19Q: 3 clusters Score -1467280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1467286.125000 Penalty: 3285.979248
	Iteration 20F: 3 clusters Score -1467286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1467291.625000 Penalty: 3285.979248
	Iteration 21Q: 3 clusters Score -1467292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1467294.750000 Penalty: 3285.979248
	Iteration 22Q: 3 clusters Score -1467295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1467294.500000 Penalty: 3285.979248
	Iteration 23Q: 3 clusters Score -1467294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1467296.625000 Penalty: 3285.979248
	Iteration 24Q: 3 clusters Score -1467297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1467301.625000 Penalty: 3285.979248
	Iteration 25Q: 3 clusters Score -1467302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1467307.500000 Penalty: 3285.979248
	Iteration 26Q: 3 clusters Score -1467308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1467313.500000 Penalty: 3285.979248
	Iteration 27Q: 3 clusters Score -1467314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1467327.125000 Penalty: 3285.979248
	Iteration 28Q: 3 clusters Score -1467327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1467341.250000 Penalty: 3285.979248
	Iteration 29Q: 3 clusters Score -1467341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1467349.500000 Penalty: 3285.979248
	Iteration 30Q: 3 clusters Score -1467350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1467352.000000 Penalty: 3285.979248
	Iteration 31Q: 3 clusters Score -1467352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1467351.375000 Penalty: 3285.979248
	Iteration 32Q: 3 clusters Score -1467351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1467351.375000 Penalty: 3285.979248
	Iteration 33F: 3 clusters Score -1467351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -649651.187500 Penalty: 1510.788574
	Iteration 0F: 2 clusters Score -649651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -641896.375000 Penalty: 3021.577148
	Iteration 0F: 3 clusters Score -641896.4 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -644529.312500 Penalty: 3021.577148
	Iteration 1F: 3 clusters Score -644529.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -644787.187500 Penalty: 3021.577148
	Iteration 2F: 3 clusters Score -644787.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -645059.500000 Penalty: 3021.577148
	Iteration 3Q: 3 clusters Score -645059.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -645348.250000 Penalty: 3021.577148
	Iteration 4Q: 3 clusters Score -645348.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -645652.625000 Penalty: 3021.577148
	Iteration 5Q: 3 clusters Score -645652.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -645993.562500 Penalty: 3021.577148
	Iteration 6F: 3 clusters Score -645993.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -646352.750000 Penalty: 3021.577148
	Iteration 7F: 3 clusters Score -646352.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -646705.687500 Penalty: 3021.577148
	Iteration 8Q: 3 clusters Score -646705.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -647053.125000 Penalty: 3021.577148
	Iteration 9Q: 3 clusters Score -647053.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -647361.125000 Penalty: 3021.577148
	Iteration 10Q: 3 clusters Score -647361.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -647635.937500 Penalty: 3021.577148
	Iteration 11Q: 3 clusters Score -647635.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -647876.125000 Penalty: 3021.577148
	Iteration 12Q: 3 clusters Score -647876.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -648034.687500 Penalty: 3021.577148
	Iteration 13Q: 3 clusters Score -648034.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -648148.125000 Penalty: 3021.577148
	Iteration 14Q: 3 clusters Score -648148.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -648226.000000 Penalty: 3021.577148
	Iteration 15Q: 3 clusters Score -648226 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -648270.250000 Penalty: 3021.577148
	Iteration 16Q: 3 clusters Score -648270.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -648300.625000 Penalty: 3021.577148
	Iteration 17Q: 3 clusters Score -648300.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -648322.625000 Penalty: 3021.577148
	Iteration 18Q: 3 clusters Score -648322.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -648343.375000 Penalty: 3021.577148
	Iteration 19Q: 3 clusters Score -648343.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -648361.312500 Penalty: 3021.577148
	Iteration 20F: 3 clusters Score -648361.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -648373.750000 Penalty: 3021.577148
	Iteration 21Q: 3 clusters Score -648373.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -648380.562500 Penalty: 3021.577148
	Iteration 22Q: 3 clusters Score -648380.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -648385.687500 Penalty: 3021.577148
	Iteration 23Q: 3 clusters Score -648385.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -648391.062500 Penalty: 3021.577148
	Iteration 24Q: 3 clusters Score -648391.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -648398.562500 Penalty: 3021.577148
	Iteration 25Q: 3 clusters Score -648398.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -648402.125000 Penalty: 3021.577148
	Iteration 26Q: 3 clusters Score -648402.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -648406.187500 Penalty: 3021.577148
	Iteration 27Q: 3 clusters Score -648406.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -648410.812500 Penalty: 3021.577148
	Iteration 28Q: 3 clusters Score -648410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -648416.562500 Penalty: 3021.577148
	Iteration 29Q: 3 clusters Score -648416.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -648421.687500 Penalty: 3021.577148
	Iteration 30Q: 3 clusters Score -648421.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -648426.875000 Penalty: 3021.577148
	Iteration 31Q: 3 clusters Score -648426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -648432.687500 Penalty: 3021.577148
	Iteration 32Q: 3 clusters Score -648432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -648436.437500 Penalty: 3021.577148
	Iteration 33Q: 3 clusters Score -648436.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -648441.250000 Penalty: 3021.577148
	Iteration 34Q: 3 clusters Score -648441.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -648448.000000 Penalty: 3021.577148
	Iteration 35Q: 3 clusters Score -648448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -648455.312500 Penalty: 3021.577148
	Iteration 36Q: 3 clusters Score -648455.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -648461.187500 Penalty: 3021.577148
	Iteration 37Q: 3 clusters Score -648461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -648465.437500 Penalty: 3021.577148
	Iteration 38Q: 3 clusters Score -648465.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -648473.000000 Penalty: 3021.577148
	Iteration 39Q: 3 clusters Score -648473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -648479.750000 Penalty: 3021.577148
	Iteration 40F: 3 clusters Score -648479.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -648485.562500 Penalty: 3021.577148
	Iteration 41Q: 3 clusters Score -648485.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -648491.250000 Penalty: 3021.577148
	Iteration 42Q: 3 clusters Score -648491.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -648498.062500 Penalty: 3021.577148
	Iteration 43Q: 3 clusters Score -648498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -648503.250000 Penalty: 3021.577148
	Iteration 44Q: 3 clusters Score -648503.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -648507.937500 Penalty: 3021.577148
	Iteration 45Q: 3 clusters Score -648507.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -648513.312500 Penalty: 3021.577148
	Iteration 46Q: 3 clusters Score -648513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -648519.062500 Penalty: 3021.577148
	Iteration 47Q: 3 clusters Score -648519.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -648522.312500 Penalty: 3021.577148
	Iteration 48Q: 3 clusters Score -648522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -648527.125000 Penalty: 3021.577148
	Iteration 49Q: 3 clusters Score -648527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -648533.937500 Penalty: 3021.577148
	Iteration 50Q: 3 clusters Score -648533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -648535.500000 Penalty: 3021.577148
	Iteration 51Q: 3 clusters Score -648535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -648536.625000 Penalty: 3021.577148
	Iteration 52Q: 3 clusters Score -648536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -648539.000000 Penalty: 3021.577148
	Iteration 53Q: 3 clusters Score -648539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -648539.437500 Penalty: 3021.577148
	Iteration 54Q: 3 clusters Score -648539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -648541.437500 Penalty: 3021.577148
	Iteration 55Q: 3 clusters Score -648541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -648540.187500 Penalty: 3021.577148
	Iteration 56Q: 3 clusters Score -648540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -648542.250000 Penalty: 3021.577148
	Iteration 57Q: 3 clusters Score -648542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -648544.875000 Penalty: 3021.577148
	Iteration 58Q: 3 clusters Score -648544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -648545.062500 Penalty: 3021.577148
	Iteration 59Q: 3 clusters Score -648545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -648546.000000 Penalty: 3021.577148
	Iteration 60F: 3 clusters Score -648546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -648548.562500 Penalty: 3021.577148
	Iteration 61Q: 3 clusters Score -648548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -648549.937500 Penalty: 3021.577148
	Iteration 62Q: 3 clusters Score -648549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -648551.750000 Penalty: 3021.577148
	Iteration 63Q: 3 clusters Score -648551.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -648553.125000 Penalty: 3021.577148
	Iteration 64Q: 3 clusters Score -648553.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -648559.312500 Penalty: 3021.577148
	Iteration 65Q: 3 clusters Score -648559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -648561.500000 Penalty: 3021.577148
	Iteration 66Q: 3 clusters Score -648561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -648564.812500 Penalty: 3021.577148
	Iteration 67Q: 3 clusters Score -648564.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -648567.187500 Penalty: 3021.577148
	Iteration 68Q: 3 clusters Score -648567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -648574.312500 Penalty: 3021.577148
	Iteration 69Q: 3 clusters Score -648574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -648576.312500 Penalty: 3021.577148
	Iteration 70Q: 3 clusters Score -648576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -648579.437500 Penalty: 3021.577148
	Iteration 71Q: 3 clusters Score -648579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -648580.250000 Penalty: 3021.577148
	Iteration 72Q: 3 clusters Score -648580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -648582.437500 Penalty: 3021.577148
	Iteration 73Q: 3 clusters Score -648582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -648583.687500 Penalty: 3021.577148
	Iteration 74Q: 3 clusters Score -648583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -648596.875000 Penalty: 3021.577148
	Iteration 75Q: 3 clusters Score -648596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -648627.062500 Penalty: 3021.577148
	Iteration 76Q: 3 clusters Score -648627.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -648679.750000 Penalty: 3021.577148
	Iteration 77Q: 3 clusters Score -648679.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -648728.562500 Penalty: 3021.577148
	Iteration 78Q: 3 clusters Score -648728.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -648752.750000 Penalty: 3021.577148
	Iteration 79Q: 3 clusters Score -648752.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -648767.250000 Penalty: 3021.577148
	Iteration 80F: 3 clusters Score -648767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -648777.812500 Penalty: 3021.577148
	Iteration 81Q: 3 clusters Score -648777.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -648786.437500 Penalty: 3021.577148
	Iteration 82Q: 3 clusters Score -648786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -648798.312500 Penalty: 3021.577148
	Iteration 83Q: 3 clusters Score -648798.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -648809.125000 Penalty: 3021.577148
	Iteration 84Q: 3 clusters Score -648809.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -648821.937500 Penalty: 3021.577148
	Iteration 85Q: 3 clusters Score -648821.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -648831.750000 Penalty: 3021.577148
	Iteration 86Q: 3 clusters Score -648831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -648837.250000 Penalty: 3021.577148
	Iteration 87Q: 3 clusters Score -648837.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -648845.250000 Penalty: 3021.577148
	Iteration 88Q: 3 clusters Score -648845.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -648860.000000 Penalty: 3021.577148
	Iteration 89Q: 3 clusters Score -648860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -648876.937500 Penalty: 3021.577148
	Iteration 90Q: 3 clusters Score -648876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -648882.562500 Penalty: 3021.577148
	Iteration 91Q: 3 clusters Score -648882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -648886.750000 Penalty: 3021.577148
	Iteration 92Q: 3 clusters Score -648886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -648891.375000 Penalty: 3021.577148
	Iteration 93Q: 3 clusters Score -648891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -648893.625000 Penalty: 3021.577148
	Iteration 94Q: 3 clusters Score -648893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -648899.000000 Penalty: 3021.577148
	Iteration 95Q: 3 clusters Score -648899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -648902.375000 Penalty: 3021.577148
	Iteration 96Q: 3 clusters Score -648902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -648903.750000 Penalty: 3021.577148
	Iteration 97Q: 3 clusters Score -648903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -648903.000000 Penalty: 3021.577148
	Iteration 98Q: 3 clusters Score -648903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -648903.000000 Penalty: 3021.577148
	Iteration 99F: 3 clusters Score -648903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -186619.484375 Penalty: 1321.898682
	Iteration 0F: 2 clusters Score -186619.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -183631.453125 Penalty: 2643.797363
	Iteration 0F: 3 clusters Score -183631.5 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -184378.796875 Penalty: 2643.797363
	Iteration 1F: 3 clusters Score -184378.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -184523.296875 Penalty: 2643.797363
	Iteration 2F: 3 clusters Score -184523.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -184617.968750 Penalty: 2643.797363
	Iteration 3F: 3 clusters Score -184618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -184693.578125 Penalty: 2643.797363
	Iteration 4Q: 3 clusters Score -184693.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -184764.187500 Penalty: 2643.797363
	Iteration 5Q: 3 clusters Score -184764.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -184835.515625 Penalty: 2643.797363
	Iteration 6Q: 3 clusters Score -184835.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -184915.671875 Penalty: 2643.797363
	Iteration 7Q: 3 clusters Score -184915.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -185012.187500 Penalty: 2643.797363
	Iteration 8Q: 3 clusters Score -185012.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -185132.843750 Penalty: 2643.797363
	Iteration 9Q: 3 clusters Score -185132.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -185270.281250 Penalty: 2643.797363
	Iteration 10Q: 3 clusters Score -185270.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -185394.687500 Penalty: 2643.797363
	Iteration 11Q: 3 clusters Score -185394.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -185495.109375 Penalty: 2643.797363
	Iteration 12Q: 3 clusters Score -185495.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -185573.937500 Penalty: 2643.797363
	Iteration 13Q: 3 clusters Score -185573.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -185629.062500 Penalty: 2643.797363
	Iteration 14Q: 3 clusters Score -185629.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -185669.562500 Penalty: 2643.797363
	Iteration 15Q: 3 clusters Score -185669.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -185688.031250 Penalty: 2643.797363
	Iteration 16Q: 3 clusters Score -185688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -185701.421875 Penalty: 2643.797363
	Iteration 17Q: 3 clusters Score -185701.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -185713.687500 Penalty: 2643.797363
	Iteration 18Q: 3 clusters Score -185713.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -185723.468750 Penalty: 2643.797363
	Iteration 19Q: 3 clusters Score -185723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -185731.203125 Penalty: 2643.797363
	Iteration 20F: 3 clusters Score -185731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -185735.546875 Penalty: 2643.797363
	Iteration 21Q: 3 clusters Score -185735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -185736.937500 Penalty: 2643.797363
	Iteration 22Q: 3 clusters Score -185736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -185738.281250 Penalty: 2643.797363
	Iteration 23Q: 3 clusters Score -185738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -185738.281250 Penalty: 2643.797363
	Iteration 24F: 3 clusters Score -185738.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -319621.468750 Penalty: 1398.315796
	Iteration 0F: 2 clusters Score -319621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -315282.750000 Penalty: 2796.631592
	Iteration 0F: 3 clusters Score -315282.8 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -316589.468750 Penalty: 2796.631592
	Iteration 1F: 3 clusters Score -316589.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -316833.968750 Penalty: 2796.631592
	Iteration 2F: 3 clusters Score -316834 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -316999.406250 Penalty: 2796.631592
	Iteration 3F: 3 clusters Score -316999.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -317119.187500 Penalty: 2796.631592
	Iteration 4Q: 3 clusters Score -317119.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -317207.250000 Penalty: 2796.631592
	Iteration 5Q: 3 clusters Score -317207.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -317276.156250 Penalty: 2796.631592
	Iteration 6Q: 3 clusters Score -317276.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -317341.718750 Penalty: 2796.631592
	Iteration 7Q: 3 clusters Score -317341.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -317393.781250 Penalty: 2796.631592
	Iteration 8Q: 3 clusters Score -317393.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -317444.281250 Penalty: 2796.631592
	Iteration 9Q: 3 clusters Score -317444.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -317493.625000 Penalty: 2796.631592
	Iteration 10Q: 3 clusters Score -317493.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -317542.750000 Penalty: 2796.631592
	Iteration 11Q: 3 clusters Score -317542.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -317581.687500 Penalty: 2796.631592
	Iteration 12Q: 3 clusters Score -317581.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -317620.000000 Penalty: 2796.631592
	Iteration 13Q: 3 clusters Score -317620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -317666.781250 Penalty: 2796.631592
	Iteration 14Q: 3 clusters Score -317666.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -317714.281250 Penalty: 2796.631592
	Iteration 15Q: 3 clusters Score -317714.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -317751.687500 Penalty: 2796.631592
	Iteration 16Q: 3 clusters Score -317751.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -317783.343750 Penalty: 2796.631592
	Iteration 17Q: 3 clusters Score -317783.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -317805.593750 Penalty: 2796.631592
	Iteration 18Q: 3 clusters Score -317805.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -317832.000000 Penalty: 2796.631592
	Iteration 19Q: 3 clusters Score -317832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -317849.687500 Penalty: 2796.631592
	Iteration 20F: 3 clusters Score -317849.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -317864.531250 Penalty: 2796.631592
	Iteration 21Q: 3 clusters Score -317864.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -317876.531250 Penalty: 2796.631592
	Iteration 22Q: 3 clusters Score -317876.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -317891.093750 Penalty: 2796.631592
	Iteration 23Q: 3 clusters Score -317891.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -317907.656250 Penalty: 2796.631592
	Iteration 24Q: 3 clusters Score -317907.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -317926.000000 Penalty: 2796.631592
	Iteration 25Q: 3 clusters Score -317926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -317948.468750 Penalty: 2796.631592
	Iteration 26Q: 3 clusters Score -317948.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -317976.312500 Penalty: 2796.631592
	Iteration 27Q: 3 clusters Score -317976.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -318006.750000 Penalty: 2796.631592
	Iteration 28Q: 3 clusters Score -318006.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -318029.218750 Penalty: 2796.631592
	Iteration 29Q: 3 clusters Score -318029.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -318055.156250 Penalty: 2796.631592
	Iteration 30Q: 3 clusters Score -318055.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -318082.187500 Penalty: 2796.631592
	Iteration 31Q: 3 clusters Score -318082.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -318115.906250 Penalty: 2796.631592
	Iteration 32Q: 3 clusters Score -318115.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -318147.250000 Penalty: 2796.631592
	Iteration 33Q: 3 clusters Score -318147.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -318164.312500 Penalty: 2796.631592
	Iteration 34Q: 3 clusters Score -318164.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -318176.625000 Penalty: 2796.631592
	Iteration 35Q: 3 clusters Score -318176.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -318187.406250 Penalty: 2796.631592
	Iteration 36Q: 3 clusters Score -318187.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -318199.593750 Penalty: 2796.631592
	Iteration 37Q: 3 clusters Score -318199.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -318209.312500 Penalty: 2796.631592
	Iteration 38Q: 3 clusters Score -318209.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -318217.625000 Penalty: 2796.631592
	Iteration 39Q: 3 clusters Score -318217.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -318227.812500 Penalty: 2796.631592
	Iteration 40F: 3 clusters Score -318227.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -318234.031250 Penalty: 2796.631592
	Iteration 41Q: 3 clusters Score -318234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -318239.625000 Penalty: 2796.631592
	Iteration 42Q: 3 clusters Score -318239.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -318245.218750 Penalty: 2796.631592
	Iteration 43Q: 3 clusters Score -318245.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -318252.375000 Penalty: 2796.631592
	Iteration 44Q: 3 clusters Score -318252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -318261.562500 Penalty: 2796.631592
	Iteration 45Q: 3 clusters Score -318261.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -318269.843750 Penalty: 2796.631592
	Iteration 46Q: 3 clusters Score -318269.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -318276.750000 Penalty: 2796.631592
	Iteration 47Q: 3 clusters Score -318276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -318283.156250 Penalty: 2796.631592
	Iteration 48Q: 3 clusters Score -318283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -318287.562500 Penalty: 2796.631592
	Iteration 49Q: 3 clusters Score -318287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -318290.531250 Penalty: 2796.631592
	Iteration 50Q: 3 clusters Score -318290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -318292.843750 Penalty: 2796.631592
	Iteration 51Q: 3 clusters Score -318292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -318296.281250 Penalty: 2796.631592
	Iteration 52Q: 3 clusters Score -318296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -318298.218750 Penalty: 2796.631592
	Iteration 53Q: 3 clusters Score -318298.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -318303.687500 Penalty: 2796.631592
	Iteration 54Q: 3 clusters Score -318303.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -318309.031250 Penalty: 2796.631592
	Iteration 55Q: 3 clusters Score -318309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -318310.781250 Penalty: 2796.631592
	Iteration 56Q: 3 clusters Score -318310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -318313.312500 Penalty: 2796.631592
	Iteration 57Q: 3 clusters Score -318313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -318316.687500 Penalty: 2796.631592
	Iteration 58Q: 3 clusters Score -318316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -318319.906250 Penalty: 2796.631592
	Iteration 59Q: 3 clusters Score -318319.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -318323.593750 Penalty: 2796.631592
	Iteration 60F: 3 clusters Score -318323.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -318325.156250 Penalty: 2796.631592
	Iteration 61Q: 3 clusters Score -318325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -318326.531250 Penalty: 2796.631592
	Iteration 62Q: 3 clusters Score -318326.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -318329.031250 Penalty: 2796.631592
	Iteration 63Q: 3 clusters Score -318329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -318333.843750 Penalty: 2796.631592
	Iteration 64Q: 3 clusters Score -318333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -318339.375000 Penalty: 2796.631592
	Iteration 65Q: 3 clusters Score -318339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -318345.312500 Penalty: 2796.631592
	Iteration 66Q: 3 clusters Score -318345.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -318353.125000 Penalty: 2796.631592
	Iteration 67Q: 3 clusters Score -318353.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -318360.593750 Penalty: 2796.631592
	Iteration 68Q: 3 clusters Score -318360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -318364.187500 Penalty: 2796.631592
	Iteration 69Q: 3 clusters Score -318364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -318367.062500 Penalty: 2796.631592
	Iteration 70Q: 3 clusters Score -318367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -318368.687500 Penalty: 2796.631592
	Iteration 71Q: 3 clusters Score -318368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -318370.093750 Penalty: 2796.631592
	Iteration 72Q: 3 clusters Score -318370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -318375.187500 Penalty: 2796.631592
	Iteration 73Q: 3 clusters Score -318375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -318377.500000 Penalty: 2796.631592
	Iteration 74Q: 3 clusters Score -318377.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -318386.000000 Penalty: 2796.631592
	Iteration 75Q: 3 clusters Score -318386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -318390.156250 Penalty: 2796.631592
	Iteration 76Q: 3 clusters Score -318390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -318393.781250 Penalty: 2796.631592
	Iteration 77Q: 3 clusters Score -318393.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -318400.781250 Penalty: 2796.631592
	Iteration 78Q: 3 clusters Score -318400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -318404.687500 Penalty: 2796.631592
	Iteration 79Q: 3 clusters Score -318404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -318406.312500 Penalty: 2796.631592
	Iteration 80F: 3 clusters Score -318406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -318409.593750 Penalty: 2796.631592
	Iteration 81Q: 3 clusters Score -318409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -318409.437500 Penalty: 2796.631592
	Iteration 82Q: 3 clusters Score -318409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -318410.781250 Penalty: 2796.631592
	Iteration 83Q: 3 clusters Score -318410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -318411.218750 Penalty: 2796.631592
	Iteration 84Q: 3 clusters Score -318411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -318411.875000 Penalty: 2796.631592
	Iteration 85Q: 3 clusters Score -318411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -318412.250000 Penalty: 2796.631592
	Iteration 86Q: 3 clusters Score -318412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -318412.531250 Penalty: 2796.631592
	Iteration 87Q: 3 clusters Score -318412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -318412.531250 Penalty: 2796.631592
	Iteration 88F: 3 clusters Score -318412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -59618.449219 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -59618.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -58096.019531 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -58096.02 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -58420.300781 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -58420.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -58521.332031 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -58521.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -58572.734375 Penalty: 2281.562012
	Iteration 3Q: 3 clusters Score -58572.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -58614.839844 Penalty: 2281.562012
	Iteration 4Q: 3 clusters Score -58614.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -58641.488281 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -58641.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -58666.039062 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -58666.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -58697.843750 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -58697.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -58737.667969 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -58737.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -58800.558594 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -58800.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -58884.371094 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -58884.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -58961.359375 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -58961.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59049.613281 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -59049.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -59169.335938 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -59169.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -59252.605469 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -59252.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -59315.421875 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -59315.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59364.875000 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -59364.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59394.179688 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -59394.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59419.914062 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -59419.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -59432.734375 Penalty: 2281.562012
	Iteration 19Q: 3 clusters Score -59432.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59437.660156 Penalty: 2281.562012
	Iteration 20F: 3 clusters Score -59437.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59439.375000 Penalty: 2281.562012
	Iteration 21Q: 3 clusters Score -59439.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -59439.375000 Penalty: 2281.562012
	Iteration 22F: 3 clusters Score -59439.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -561370.375000 Penalty: 1496.907715
	Iteration 0F: 2 clusters Score -561370.4 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 4946 members 
Entering Unmasked Estep 
Score: -554204.437500 Penalty: 2993.815430
	Iteration 0F: 3 clusters Score -554204.4 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -556664.437500 Penalty: 2993.815430
	Iteration 1F: 3 clusters Score -556664.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -556989.125000 Penalty: 2993.815430
	Iteration 2F: 3 clusters Score -556989.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -557266.500000 Penalty: 2993.815430
	Iteration 3F: 3 clusters Score -557266.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -557515.437500 Penalty: 2993.815430
	Iteration 4Q: 3 clusters Score -557515.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -557743.562500 Penalty: 2993.815430
	Iteration 5Q: 3 clusters Score -557743.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -557957.125000 Penalty: 2993.815430
	Iteration 6Q: 3 clusters Score -557957.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -558180.187500 Penalty: 2993.815430
	Iteration 7Q: 3 clusters Score -558180.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -558412.062500 Penalty: 2993.815430
	Iteration 8Q: 3 clusters Score -558412.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -558594.062500 Penalty: 2993.815430
	Iteration 9Q: 3 clusters Score -558594.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -558775.125000 Penalty: 2993.815430
	Iteration 10Q: 3 clusters Score -558775.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -558923.750000 Penalty: 2993.815430
	Iteration 11Q: 3 clusters Score -558923.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -559058.812500 Penalty: 2993.815430
	Iteration 12Q: 3 clusters Score -559058.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -559198.437500 Penalty: 2993.815430
	Iteration 13Q: 3 clusters Score -559198.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -559318.500000 Penalty: 2993.815430
	Iteration 14Q: 3 clusters Score -559318.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -559457.875000 Penalty: 2993.815430
	Iteration 15Q: 3 clusters Score -559457.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -559582.437500 Penalty: 2993.815430
	Iteration 16Q: 3 clusters Score -559582.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -559670.500000 Penalty: 2993.815430
	Iteration 17Q: 3 clusters Score -559670.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -559732.875000 Penalty: 2993.815430
	Iteration 18Q: 3 clusters Score -559732.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -559779.312500 Penalty: 2993.815430
	Iteration 19Q: 3 clusters Score -559779.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -559814.562500 Penalty: 2993.815430
	Iteration 20F: 3 clusters Score -559814.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -559835.125000 Penalty: 2993.815430
	Iteration 21Q: 3 clusters Score -559835.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -559850.375000 Penalty: 2993.815430
	Iteration 22Q: 3 clusters Score -559850.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -559860.937500 Penalty: 2993.815430
	Iteration 23Q: 3 clusters Score -559860.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -559869.750000 Penalty: 2993.815430
	Iteration 24Q: 3 clusters Score -559869.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -559876.187500 Penalty: 2993.815430
	Iteration 25Q: 3 clusters Score -559876.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -559881.312500 Penalty: 2993.815430
	Iteration 26Q: 3 clusters Score -559881.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -559885.000000 Penalty: 2993.815430
	Iteration 27Q: 3 clusters Score -559885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -559890.062500 Penalty: 2993.815430
	Iteration 28Q: 3 clusters Score -559890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -559892.875000 Penalty: 2993.815430
	Iteration 29Q: 3 clusters Score -559892.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -559897.562500 Penalty: 2993.815430
	Iteration 30Q: 3 clusters Score -559897.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -559899.312500 Penalty: 2993.815430
	Iteration 31Q: 3 clusters Score -559899.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -559905.750000 Penalty: 2993.815430
	Iteration 32Q: 3 clusters Score -559905.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -559909.562500 Penalty: 2993.815430
	Iteration 33Q: 3 clusters Score -559909.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -559911.562500 Penalty: 2993.815430
	Iteration 34Q: 3 clusters Score -559911.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -559916.687500 Penalty: 2993.815430
	Iteration 35Q: 3 clusters Score -559916.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -559919.562500 Penalty: 2993.815430
	Iteration 36Q: 3 clusters Score -559919.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -559921.000000 Penalty: 2993.815430
	Iteration 37Q: 3 clusters Score -559921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -559922.375000 Penalty: 2993.815430
	Iteration 38Q: 3 clusters Score -559922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -559923.500000 Penalty: 2993.815430
	Iteration 39Q: 3 clusters Score -559923.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -559925.875000 Penalty: 2993.815430
	Iteration 40F: 3 clusters Score -559925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -559924.687500 Penalty: 2993.815430
	Iteration 41Q: 3 clusters Score -559924.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -559927.312500 Penalty: 2993.815430
	Iteration 42Q: 3 clusters Score -559927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -559926.750000 Penalty: 2993.815430
	Iteration 43Q: 3 clusters Score -559926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -559927.812500 Penalty: 2993.815430
	Iteration 44Q: 3 clusters Score -559927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -559929.500000 Penalty: 2993.815430
	Iteration 45Q: 3 clusters Score -559929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -559929.000000 Penalty: 2993.815430
	Iteration 46Q: 3 clusters Score -559929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -559928.937500 Penalty: 2993.815430
	Iteration 47Q: 3 clusters Score -559928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -559928.937500 Penalty: 2993.815430
	Iteration 48F: 3 clusters Score -559928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -174265.640625 Penalty: 1308.704956
	Iteration 0F: 2 clusters Score -174265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -171481.406250 Penalty: 2617.409912
	Iteration 0F: 3 clusters Score -171481.4 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -172339.109375 Penalty: 2617.409912
	Iteration 1F: 3 clusters Score -172339.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -172738.171875 Penalty: 2617.409912
	Iteration 2F: 3 clusters Score -172738.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -173137.171875 Penalty: 2617.409912
	Iteration 3F: 3 clusters Score -173137.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -173553.125000 Penalty: 2617.409912
	Iteration 4F: 3 clusters Score -173553.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -173940.140625 Penalty: 2617.409912
	Iteration 5F: 3 clusters Score -173940.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -174293.234375 Penalty: 2617.409912
	Iteration 6F: 3 clusters Score -174293.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -174627.281250 Penalty: 2617.409912
	Iteration 7F: 3 clusters Score -174627.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -174875.812500 Penalty: 2617.409912
	Iteration 8Q: 3 clusters Score -174875.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -174974.062500 Penalty: 2617.409912
	Iteration 9Q: 3 clusters Score -174974.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -175008.750000 Penalty: 2617.409912
	Iteration 10Q: 3 clusters Score -175008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -175023.578125 Penalty: 2617.409912
	Iteration 11Q: 3 clusters Score -175023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -175031.484375 Penalty: 2617.409912
	Iteration 12Q: 3 clusters Score -175031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -175033.250000 Penalty: 2617.409912
	Iteration 13Q: 3 clusters Score -175033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -175034.562500 Penalty: 2617.409912
	Iteration 14Q: 3 clusters Score -175034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -175035.937500 Penalty: 2617.409912
	Iteration 15Q: 3 clusters Score -175035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -175036.765625 Penalty: 2617.409912
	Iteration 16Q: 3 clusters Score -175036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -175037.937500 Penalty: 2617.409912
	Iteration 17Q: 3 clusters Score -175037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -175038.937500 Penalty: 2617.409912
	Iteration 18Q: 3 clusters Score -175038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -175039.109375 Penalty: 2617.409912
	Iteration 19Q: 3 clusters Score -175039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -175039.109375 Penalty: 2617.409912
	Iteration 20F: 3 clusters Score -175039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 17004 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12931 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 1972 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1668 members 
Entering Unmasked Estep 
Score: -12700323.000000 Penalty: 84375.257812
Splitting cluster 22 changes total score from -12699815.000000 to -12700323.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 23 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -39830.011719 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -39830.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38595.308594 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -38595.31 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38797.269531 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -38797.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -38851.371094 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -38851.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38877.695312 Penalty: 2134.625244
	Iteration 3Q: 3 clusters Score -38877.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38903.113281 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -38903.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38913.585938 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -38913.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38920.261719 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -38920.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38924.417969 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -38924.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -38925.738281 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -38925.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -38928.410156 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -38928.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -38935.835938 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -38935.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38942.390625 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -38942.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38952.093750 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -38952.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38953.628906 Penalty: 2134.625244
	Iteration 13Q: 3 clusters Score -38953.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38955.726562 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -38955.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38957.855469 Penalty: 2134.625244
	Iteration 15Q: 3 clusters Score -38957.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38957.855469 Penalty: 2134.625244
	Iteration 16F: 3 clusters Score -38957.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Entering Unmasked Estep 
Score: -999518.687500 Penalty: 1582.945679
	Iteration 0F: 2 clusters Score -999518.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -987833.937500 Penalty: 3165.891357
	Iteration 0F: 3 clusters Score -987833.9 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -992108.937500 Penalty: 3165.891357
	Iteration 1F: 3 clusters Score -992108.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -992697.000000 Penalty: 3165.891357
	Iteration 2F: 3 clusters Score -992697 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -993492.625000 Penalty: 3165.891357
	Iteration 3F: 3 clusters Score -993492.6 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -994258.250000 Penalty: 3165.891357
	Iteration 4F: 3 clusters Score -994258.2 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -994951.000000 Penalty: 3165.891357
	Iteration 5F: 3 clusters Score -994951 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -995738.312500 Penalty: 3165.891357
	Iteration 6F: 3 clusters Score -995738.3 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -996686.750000 Penalty: 3165.891357
	Iteration 7F: 3 clusters Score -996686.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -997659.062500 Penalty: 3165.891357
	Iteration 8F: 3 clusters Score -997659.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -998483.125000 Penalty: 3165.891357
	Iteration 9F: 3 clusters Score -998483.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -999060.562500 Penalty: 3165.891357
	Iteration 10Q: 3 clusters Score -999060.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -999489.000000 Penalty: 3165.891357
	Iteration 11Q: 3 clusters Score -999489 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -999783.312500 Penalty: 3165.891357
	Iteration 12Q: 3 clusters Score -999783.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1000031.875000 Penalty: 3165.891357
	Iteration 13Q: 3 clusters Score -1000032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1000242.500000 Penalty: 3165.891357
	Iteration 14Q: 3 clusters Score -1000242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1000338.250000 Penalty: 3165.891357
	Iteration 15Q: 3 clusters Score -1000338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1000365.562500 Penalty: 3165.891357
	Iteration 16Q: 3 clusters Score -1000366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1000378.250000 Penalty: 3165.891357
	Iteration 17Q: 3 clusters Score -1000378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1000381.625000 Penalty: 3165.891357
	Iteration 18Q: 3 clusters Score -1000382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1000382.875000 Penalty: 3165.891357
	Iteration 19Q: 3 clusters Score -1000383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1000382.812500 Penalty: 3165.891357
	Iteration 20F: 3 clusters Score -1000383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1000383.937500 Penalty: 3165.891357
	Iteration 21Q: 3 clusters Score -1000384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1000383.812500 Penalty: 3165.891357
	Iteration 22Q: 3 clusters Score -1000384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1000383.687500 Penalty: 3165.891357
	Iteration 23Q: 3 clusters Score -1000384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1000383.687500 Penalty: 3165.891357
	Iteration 24F: 3 clusters Score -1000384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 1229 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12931 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 710 members 
Mstep: Class 40 contains 1972 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1668 members 
Mstep: Class 43 contains 15775 members 
Entering Unmasked Estep 
Score: -12700825.000000 Penalty: 86384.187500
Splitting cluster 24 changes total score from -12699815.000000 to -12700825.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -124770.140625 Penalty: 1279.088013
	Iteration 0F: 2 clusters Score -124770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -122284.273438 Penalty: 2558.176025
	Iteration 0F: 3 clusters Score -122284.3 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -122933.617188 Penalty: 2558.176025
	Iteration 1F: 3 clusters Score -122933.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -123142.492188 Penalty: 2558.176025
	Iteration 2F: 3 clusters Score -123142.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -123255.492188 Penalty: 2558.176025
	Iteration 3F: 3 clusters Score -123255.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -123326.273438 Penalty: 2558.176025
	Iteration 4Q: 3 clusters Score -123326.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -123376.984375 Penalty: 2558.176025
	Iteration 5Q: 3 clusters Score -123377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -123426.359375 Penalty: 2558.176025
	Iteration 6Q: 3 clusters Score -123426.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -123470.453125 Penalty: 2558.176025
	Iteration 7Q: 3 clusters Score -123470.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -123509.023438 Penalty: 2558.176025
	Iteration 8Q: 3 clusters Score -123509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -123553.109375 Penalty: 2558.176025
	Iteration 9Q: 3 clusters Score -123553.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -123596.968750 Penalty: 2558.176025
	Iteration 10Q: 3 clusters Score -123597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -123630.781250 Penalty: 2558.176025
	Iteration 11Q: 3 clusters Score -123630.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -123653.281250 Penalty: 2558.176025
	Iteration 12Q: 3 clusters Score -123653.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -123666.843750 Penalty: 2558.176025
	Iteration 13Q: 3 clusters Score -123666.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123676.429688 Penalty: 2558.176025
	Iteration 14Q: 3 clusters Score -123676.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123684.531250 Penalty: 2558.176025
	Iteration 15Q: 3 clusters Score -123684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -123692.195312 Penalty: 2558.176025
	Iteration 16Q: 3 clusters Score -123692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -123698.695312 Penalty: 2558.176025
	Iteration 17Q: 3 clusters Score -123698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -123703.070312 Penalty: 2558.176025
	Iteration 18Q: 3 clusters Score -123703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -123709.195312 Penalty: 2558.176025
	Iteration 19Q: 3 clusters Score -123709.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -123713.265625 Penalty: 2558.176025
	Iteration 20F: 3 clusters Score -123713.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -123717.070312 Penalty: 2558.176025
	Iteration 21Q: 3 clusters Score -123717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -123718.335938 Penalty: 2558.176025
	Iteration 22Q: 3 clusters Score -123718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -123721.570312 Penalty: 2558.176025
	Iteration 23Q: 3 clusters Score -123721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -123725.273438 Penalty: 2558.176025
	Iteration 24Q: 3 clusters Score -123725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -123726.484375 Penalty: 2558.176025
	Iteration 25Q: 3 clusters Score -123726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -123729.296875 Penalty: 2558.176025
	Iteration 26Q: 3 clusters Score -123729.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -123733.351562 Penalty: 2558.176025
	Iteration 27Q: 3 clusters Score -123733.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -123737.843750 Penalty: 2558.176025
	Iteration 28Q: 3 clusters Score -123737.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -123741.765625 Penalty: 2558.176025
	Iteration 29Q: 3 clusters Score -123741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -123745.757812 Penalty: 2558.176025
	Iteration 30Q: 3 clusters Score -123745.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -123750.062500 Penalty: 2558.176025
	Iteration 31Q: 3 clusters Score -123750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -123751.515625 Penalty: 2558.176025
	Iteration 32Q: 3 clusters Score -123751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -123752.101562 Penalty: 2558.176025
	Iteration 33Q: 3 clusters Score -123752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -123754.609375 Penalty: 2558.176025
	Iteration 34Q: 3 clusters Score -123754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -123756.921875 Penalty: 2558.176025
	Iteration 35Q: 3 clusters Score -123756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -123760.250000 Penalty: 2558.176025
	Iteration 36Q: 3 clusters Score -123760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -123763.718750 Penalty: 2558.176025
	Iteration 37Q: 3 clusters Score -123763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -123766.671875 Penalty: 2558.176025
	Iteration 38Q: 3 clusters Score -123766.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -123768.664062 Penalty: 2558.176025
	Iteration 39Q: 3 clusters Score -123768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -123770.570312 Penalty: 2558.176025
	Iteration 40F: 3 clusters Score -123770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -123771.851562 Penalty: 2558.176025
	Iteration 41Q: 3 clusters Score -123771.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -123773.804688 Penalty: 2558.176025
	Iteration 42Q: 3 clusters Score -123773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -123775.523438 Penalty: 2558.176025
	Iteration 43Q: 3 clusters Score -123775.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -123776.890625 Penalty: 2558.176025
	Iteration 44Q: 3 clusters Score -123776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -123778.828125 Penalty: 2558.176025
	Iteration 45Q: 3 clusters Score -123778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -123781.914062 Penalty: 2558.176025
	Iteration 46Q: 3 clusters Score -123781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -123783.804688 Penalty: 2558.176025
	Iteration 47Q: 3 clusters Score -123783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -123784.765625 Penalty: 2558.176025
	Iteration 48Q: 3 clusters Score -123784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -123785.476562 Penalty: 2558.176025
	Iteration 49Q: 3 clusters Score -123785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -123785.476562 Penalty: 2558.176025
	Iteration 50F: 3 clusters Score -123785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -103223.507812 Penalty: 1217.664062
	Iteration 0F: 2 clusters Score -103223.5 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 929 members 
Entering Unmasked Estep 
Score: -101275.156250 Penalty: 2435.328125
	Iteration 0F: 3 clusters Score -101275.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -101673.757812 Penalty: 2435.328125
	Iteration 1F: 3 clusters Score -101673.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -101762.562500 Penalty: 2435.328125
	Iteration 2F: 3 clusters Score -101762.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -101828.343750 Penalty: 2435.328125
	Iteration 3Q: 3 clusters Score -101828.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -101881.906250 Penalty: 2435.328125
	Iteration 4Q: 3 clusters Score -101881.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -101923.828125 Penalty: 2435.328125
	Iteration 5Q: 3 clusters Score -101923.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -101963.695312 Penalty: 2435.328125
	Iteration 6Q: 3 clusters Score -101963.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -101999.062500 Penalty: 2435.328125
	Iteration 7Q: 3 clusters Score -101999.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -102029.695312 Penalty: 2435.328125
	Iteration 8Q: 3 clusters Score -102029.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -102056.929688 Penalty: 2435.328125
	Iteration 9Q: 3 clusters Score -102056.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -102077.835938 Penalty: 2435.328125
	Iteration 10Q: 3 clusters Score -102077.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -102098.578125 Penalty: 2435.328125
	Iteration 11Q: 3 clusters Score -102098.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -102121.804688 Penalty: 2435.328125
	Iteration 12Q: 3 clusters Score -102121.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -102147.828125 Penalty: 2435.328125
	Iteration 13Q: 3 clusters Score -102147.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -102170.289062 Penalty: 2435.328125
	Iteration 14Q: 3 clusters Score -102170.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -102198.046875 Penalty: 2435.328125
	Iteration 15Q: 3 clusters Score -102198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -102242.593750 Penalty: 2435.328125
	Iteration 16Q: 3 clusters Score -102242.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -102278.304688 Penalty: 2435.328125
	Iteration 17Q: 3 clusters Score -102278.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -102326.203125 Penalty: 2435.328125
	Iteration 18Q: 3 clusters Score -102326.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -102380.078125 Penalty: 2435.328125
	Iteration 19Q: 3 clusters Score -102380.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -102426.289062 Penalty: 2435.328125
	Iteration 20F: 3 clusters Score -102426.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -102470.390625 Penalty: 2435.328125
	Iteration 21Q: 3 clusters Score -102470.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -102512.328125 Penalty: 2435.328125
	Iteration 22Q: 3 clusters Score -102512.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -102548.710938 Penalty: 2435.328125
	Iteration 23Q: 3 clusters Score -102548.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -102566.570312 Penalty: 2435.328125
	Iteration 24Q: 3 clusters Score -102566.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -102594.679688 Penalty: 2435.328125
	Iteration 25Q: 3 clusters Score -102594.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -102617.289062 Penalty: 2435.328125
	Iteration 26Q: 3 clusters Score -102617.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -102632.382812 Penalty: 2435.328125
	Iteration 27Q: 3 clusters Score -102632.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -102642.234375 Penalty: 2435.328125
	Iteration 28Q: 3 clusters Score -102642.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -102650.726562 Penalty: 2435.328125
	Iteration 29Q: 3 clusters Score -102650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -102658.398438 Penalty: 2435.328125
	Iteration 30Q: 3 clusters Score -102658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -102665.023438 Penalty: 2435.328125
	Iteration 31Q: 3 clusters Score -102665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -102666.125000 Penalty: 2435.328125
	Iteration 32Q: 3 clusters Score -102666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -102667.390625 Penalty: 2435.328125
	Iteration 33Q: 3 clusters Score -102667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -102669.578125 Penalty: 2435.328125
	Iteration 34Q: 3 clusters Score -102669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -102669.906250 Penalty: 2435.328125
	Iteration 35Q: 3 clusters Score -102669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -102669.906250 Penalty: 2435.328125
	Iteration 36F: 3 clusters Score -102669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -24236.654297 Penalty: 1062.682739
	Iteration 0F: 2 clusters Score -24236.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23070.001953 Penalty: 2125.365479
	Iteration 0F: 3 clusters Score -23070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23360.755859 Penalty: 2125.365479
	Iteration 1F: 3 clusters Score -23360.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23493.183594 Penalty: 2125.365479
	Iteration 2F: 3 clusters Score -23493.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23587.826172 Penalty: 2125.365479
	Iteration 3F: 3 clusters Score -23587.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23642.339844 Penalty: 2125.365479
	Iteration 4Q: 3 clusters Score -23642.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23669.119141 Penalty: 2125.365479
	Iteration 5Q: 3 clusters Score -23669.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23694.962891 Penalty: 2125.365479
	Iteration 6Q: 3 clusters Score -23694.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -23706.582031 Penalty: 2125.365479
	Iteration 7Q: 3 clusters Score -23706.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23708.392578 Penalty: 2125.365479
	Iteration 8Q: 3 clusters Score -23708.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23708.392578 Penalty: 2125.365479
	Iteration 9F: 3 clusters Score -23708.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Entering Unmasked Estep 
Score: -242775.796875 Penalty: 1384.368530
	Iteration 0F: 2 clusters Score -242775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -238812.687500 Penalty: 2768.737061
	Iteration 0F: 3 clusters Score -238812.7 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -240244.843750 Penalty: 2768.737061
	Iteration 1F: 3 clusters Score -240244.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -240630.703125 Penalty: 2768.737061
	Iteration 2F: 3 clusters Score -240630.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -240897.125000 Penalty: 2768.737061
	Iteration 3F: 3 clusters Score -240897.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -241094.609375 Penalty: 2768.737061
	Iteration 4F: 3 clusters Score -241094.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -241261.765625 Penalty: 2768.737061
	Iteration 5Q: 3 clusters Score -241261.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -241378.328125 Penalty: 2768.737061
	Iteration 6Q: 3 clusters Score -241378.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -241467.312500 Penalty: 2768.737061
	Iteration 7Q: 3 clusters Score -241467.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -241551.343750 Penalty: 2768.737061
	Iteration 8Q: 3 clusters Score -241551.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -241617.468750 Penalty: 2768.737061
	Iteration 9Q: 3 clusters Score -241617.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -241663.062500 Penalty: 2768.737061
	Iteration 10Q: 3 clusters Score -241663.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -241697.234375 Penalty: 2768.737061
	Iteration 11Q: 3 clusters Score -241697.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -241731.453125 Penalty: 2768.737061
	Iteration 12Q: 3 clusters Score -241731.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -241755.281250 Penalty: 2768.737061
	Iteration 13Q: 3 clusters Score -241755.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -241769.406250 Penalty: 2768.737061
	Iteration 14Q: 3 clusters Score -241769.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -241778.703125 Penalty: 2768.737061
	Iteration 15Q: 3 clusters Score -241778.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -241788.718750 Penalty: 2768.737061
	Iteration 16Q: 3 clusters Score -241788.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -241797.671875 Penalty: 2768.737061
	Iteration 17Q: 3 clusters Score -241797.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -241805.687500 Penalty: 2768.737061
	Iteration 18Q: 3 clusters Score -241805.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -241810.281250 Penalty: 2768.737061
	Iteration 19Q: 3 clusters Score -241810.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -241814.015625 Penalty: 2768.737061
	Iteration 20F: 3 clusters Score -241814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -241818.953125 Penalty: 2768.737061
	Iteration 21Q: 3 clusters Score -241819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -241823.515625 Penalty: 2768.737061
	Iteration 22Q: 3 clusters Score -241823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -241825.890625 Penalty: 2768.737061
	Iteration 23Q: 3 clusters Score -241825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -241827.281250 Penalty: 2768.737061
	Iteration 24Q: 3 clusters Score -241827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -241828.359375 Penalty: 2768.737061
	Iteration 25Q: 3 clusters Score -241828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -241829.062500 Penalty: 2768.737061
	Iteration 26Q: 3 clusters Score -241829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -241830.234375 Penalty: 2768.737061
	Iteration 27Q: 3 clusters Score -241830.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241832.125000 Penalty: 2768.737061
	Iteration 28Q: 3 clusters Score -241832.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -241834.984375 Penalty: 2768.737061
	Iteration 29Q: 3 clusters Score -241835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -241837.234375 Penalty: 2768.737061
	Iteration 30Q: 3 clusters Score -241837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -241839.859375 Penalty: 2768.737061
	Iteration 31Q: 3 clusters Score -241839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -241842.625000 Penalty: 2768.737061
	Iteration 32Q: 3 clusters Score -241842.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -241843.500000 Penalty: 2768.737061
	Iteration 33Q: 3 clusters Score -241843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -241845.281250 Penalty: 2768.737061
	Iteration 34Q: 3 clusters Score -241845.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241845.703125 Penalty: 2768.737061
	Iteration 35Q: 3 clusters Score -241845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241846.968750 Penalty: 2768.737061
	Iteration 36Q: 3 clusters Score -241847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -241846.812500 Penalty: 2768.737061
	Iteration 37Q: 3 clusters Score -241846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -241846.812500 Penalty: 2768.737061
	Iteration 38F: 3 clusters Score -241846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -233981.593750 Penalty: 1351.279541
	Iteration 0F: 2 clusters Score -233981.6 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 1944 members 
Entering Unmasked Estep 
Score: -230571.531250 Penalty: 2702.559082
	Iteration 0F: 3 clusters Score -230571.5 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -231477.625000 Penalty: 2702.559082
	Iteration 1F: 3 clusters Score -231477.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -231658.562500 Penalty: 2702.559082
	Iteration 2F: 3 clusters Score -231658.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -231808.718750 Penalty: 2702.559082
	Iteration 3F: 3 clusters Score -231808.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -231935.703125 Penalty: 2702.559082
	Iteration 4Q: 3 clusters Score -231935.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -232057.906250 Penalty: 2702.559082
	Iteration 5Q: 3 clusters Score -232057.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -232173.343750 Penalty: 2702.559082
	Iteration 6Q: 3 clusters Score -232173.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -232270.546875 Penalty: 2702.559082
	Iteration 7Q: 3 clusters Score -232270.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -232373.796875 Penalty: 2702.559082
	Iteration 8Q: 3 clusters Score -232373.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232458.078125 Penalty: 2702.559082
	Iteration 9Q: 3 clusters Score -232458.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -232525.343750 Penalty: 2702.559082
	Iteration 10Q: 3 clusters Score -232525.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -232579.515625 Penalty: 2702.559082
	Iteration 11Q: 3 clusters Score -232579.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -232633.703125 Penalty: 2702.559082
	Iteration 12Q: 3 clusters Score -232633.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -232684.125000 Penalty: 2702.559082
	Iteration 13Q: 3 clusters Score -232684.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -232723.187500 Penalty: 2702.559082
	Iteration 14Q: 3 clusters Score -232723.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -232747.250000 Penalty: 2702.559082
	Iteration 15Q: 3 clusters Score -232747.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -232766.343750 Penalty: 2702.559082
	Iteration 16Q: 3 clusters Score -232766.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -232777.187500 Penalty: 2702.559082
	Iteration 17Q: 3 clusters Score -232777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -232783.343750 Penalty: 2702.559082
	Iteration 18Q: 3 clusters Score -232783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -232785.859375 Penalty: 2702.559082
	Iteration 19Q: 3 clusters Score -232785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -232789.156250 Penalty: 2702.559082
	Iteration 20F: 3 clusters Score -232789.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -232790.671875 Penalty: 2702.559082
	Iteration 21Q: 3 clusters Score -232790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -232795.031250 Penalty: 2702.559082
	Iteration 22Q: 3 clusters Score -232795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -232795.328125 Penalty: 2702.559082
	Iteration 23Q: 3 clusters Score -232795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -232795.328125 Penalty: 2702.559082
	Iteration 24F: 3 clusters Score -232795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -228567.796875 Penalty: 1350.362549
	Iteration 0F: 2 clusters Score -228567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -225168.000000 Penalty: 2700.725098
	Iteration 0F: 3 clusters Score -225168 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -226003.625000 Penalty: 2700.725098
	Iteration 1F: 3 clusters Score -226003.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -226188.046875 Penalty: 2700.725098
	Iteration 2F: 3 clusters Score -226188 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -226360.984375 Penalty: 2700.725098
	Iteration 3F: 3 clusters Score -226361 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -226525.796875 Penalty: 2700.725098
	Iteration 4F: 3 clusters Score -226525.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -226660.390625 Penalty: 2700.725098
	Iteration 5Q: 3 clusters Score -226660.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -226796.578125 Penalty: 2700.725098
	Iteration 6Q: 3 clusters Score -226796.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -226904.984375 Penalty: 2700.725098
	Iteration 7Q: 3 clusters Score -226905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -227014.718750 Penalty: 2700.725098
	Iteration 8Q: 3 clusters Score -227014.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -227110.062500 Penalty: 2700.725098
	Iteration 9Q: 3 clusters Score -227110.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -227201.156250 Penalty: 2700.725098
	Iteration 10Q: 3 clusters Score -227201.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -227311.625000 Penalty: 2700.725098
	Iteration 11Q: 3 clusters Score -227311.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -227437.390625 Penalty: 2700.725098
	Iteration 12Q: 3 clusters Score -227437.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -227571.359375 Penalty: 2700.725098
	Iteration 13Q: 3 clusters Score -227571.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -227748.718750 Penalty: 2700.725098
	Iteration 14Q: 3 clusters Score -227748.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -227945.390625 Penalty: 2700.725098
	Iteration 15Q: 3 clusters Score -227945.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -228162.312500 Penalty: 2700.725098
	Iteration 16Q: 3 clusters Score -228162.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -228306.187500 Penalty: 2700.725098
	Iteration 17Q: 3 clusters Score -228306.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -228377.203125 Penalty: 2700.725098
	Iteration 18Q: 3 clusters Score -228377.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -228399.875000 Penalty: 2700.725098
	Iteration 19Q: 3 clusters Score -228399.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -228411.687500 Penalty: 2700.725098
	Iteration 20F: 3 clusters Score -228411.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -228414.953125 Penalty: 2700.725098
	Iteration 21Q: 3 clusters Score -228415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -228415.828125 Penalty: 2700.725098
	Iteration 22Q: 3 clusters Score -228415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -228416.593750 Penalty: 2700.725098
	Iteration 23Q: 3 clusters Score -228416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -228418.031250 Penalty: 2700.725098
	Iteration 24Q: 3 clusters Score -228418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -228418.062500 Penalty: 2700.725098
	Iteration 25Q: 3 clusters Score -228418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -228418.062500 Penalty: 2700.725098
	Iteration 26F: 3 clusters Score -228418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -27863.271484 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -27863.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26734.378906 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -26734.38 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -26967.634766 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -26967.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27086.019531 Penalty: 2070.773926
	Iteration 2F: 3 clusters Score -27086.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27165.921875 Penalty: 2070.773926
	Iteration 3F: 3 clusters Score -27165.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27189.896484 Penalty: 2070.773926
	Iteration 4Q: 3 clusters Score -27189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27209.367188 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -27209.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27217.923828 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -27217.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27224.078125 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -27224.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -27230.302734 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -27230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27240.078125 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -27240.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -27262.910156 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -27262.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27267.275391 Penalty: 2070.773926
	Iteration 11Q: 3 clusters Score -27267.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27269.660156 Penalty: 2070.773926
	Iteration 12Q: 3 clusters Score -27269.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27269.660156 Penalty: 2070.773926
	Iteration 13F: 3 clusters Score -27269.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -148560.750000 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -148560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -146188.281250 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -146188.3 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -146789.343750 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -146789.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -146954.859375 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -146954.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147056.968750 Penalty: 2532.379150
	Iteration 3F: 3 clusters Score -147057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -147119.921875 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -147119.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -147177.281250 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -147177.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -147227.765625 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -147227.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147279.078125 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -147279.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147314.375000 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -147314.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147352.796875 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -147352.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -147401.921875 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -147401.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -147433.390625 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -147433.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147455.125000 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -147455.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147466.625000 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -147466.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -147481.718750 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -147481.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -147503.156250 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -147503.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147519.265625 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -147519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -147535.234375 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -147535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -147544.593750 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -147544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147551.578125 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -147551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -147553.671875 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -147553.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -147556.968750 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -147557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -147559.859375 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -147559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -147562.859375 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -147562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147567.265625 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -147567.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -147570.781250 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -147570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147573.531250 Penalty: 2532.379150
	Iteration 26Q: 3 clusters Score -147573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -147576.500000 Penalty: 2532.379150
	Iteration 27Q: 3 clusters Score -147576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -147577.203125 Penalty: 2532.379150
	Iteration 28Q: 3 clusters Score -147577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147577.781250 Penalty: 2532.379150
	Iteration 29Q: 3 clusters Score -147577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147577.781250 Penalty: 2532.379150
	Iteration 30F: 3 clusters Score -147577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -168180.328125 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -168180.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -165470.250000 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -165470.2 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -166178.968750 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -166179 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -166303.093750 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -166303.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -166355.187500 Penalty: 2597.597168
	Iteration 3Q: 3 clusters Score -166355.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -166399.125000 Penalty: 2597.597168
	Iteration 4Q: 3 clusters Score -166399.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -166427.062500 Penalty: 2597.597168
	Iteration 5Q: 3 clusters Score -166427.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -166452.734375 Penalty: 2597.597168
	Iteration 6Q: 3 clusters Score -166452.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -166469.515625 Penalty: 2597.597168
	Iteration 7Q: 3 clusters Score -166469.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -166482.906250 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -166482.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -166499.312500 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -166499.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -166512.203125 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -166512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -166520.015625 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -166520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -166526.968750 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -166527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -166533.390625 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -166533.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -166538.703125 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -166538.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -166549.750000 Penalty: 2597.597168
	Iteration 15Q: 3 clusters Score -166549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -166563.000000 Penalty: 2597.597168
	Iteration 16Q: 3 clusters Score -166563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -166571.015625 Penalty: 2597.597168
	Iteration 17Q: 3 clusters Score -166571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -166578.015625 Penalty: 2597.597168
	Iteration 18Q: 3 clusters Score -166578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -166582.875000 Penalty: 2597.597168
	Iteration 19Q: 3 clusters Score -166582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -166584.531250 Penalty: 2597.597168
	Iteration 20F: 3 clusters Score -166584.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -166584.796875 Penalty: 2597.597168
	Iteration 21Q: 3 clusters Score -166584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -166584.875000 Penalty: 2597.597168
	Iteration 22Q: 3 clusters Score -166584.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -166585.109375 Penalty: 2597.597168
	Iteration 23Q: 3 clusters Score -166585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -166585.375000 Penalty: 2597.597168
	Iteration 24Q: 3 clusters Score -166585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -166585.500000 Penalty: 2597.597168
	Iteration 25Q: 3 clusters Score -166585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -166586.203125 Penalty: 2597.597168
	Iteration 26Q: 3 clusters Score -166586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166586.890625 Penalty: 2597.597168
	Iteration 27Q: 3 clusters Score -166586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -166587.671875 Penalty: 2597.597168
	Iteration 28Q: 3 clusters Score -166587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166589.281250 Penalty: 2597.597168
	Iteration 29Q: 3 clusters Score -166589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -166591.625000 Penalty: 2597.597168
	Iteration 30Q: 3 clusters Score -166591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -166593.437500 Penalty: 2597.597168
	Iteration 31Q: 3 clusters Score -166593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -166594.750000 Penalty: 2597.597168
	Iteration 32Q: 3 clusters Score -166594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -166596.234375 Penalty: 2597.597168
	Iteration 33Q: 3 clusters Score -166596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -166598.234375 Penalty: 2597.597168
	Iteration 34Q: 3 clusters Score -166598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -166599.796875 Penalty: 2597.597168
	Iteration 35Q: 3 clusters Score -166599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -166599.859375 Penalty: 2597.597168
	Iteration 36Q: 3 clusters Score -166599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -166600.218750 Penalty: 2597.597168
	Iteration 37Q: 3 clusters Score -166600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -166600.218750 Penalty: 2597.597168
	Iteration 38F: 3 clusters Score -166600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Entering Unmasked Estep 
Score: -748353.750000 Penalty: 1538.449585
	Iteration 0F: 2 clusters Score -748353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -739276.250000 Penalty: 3076.899170
	Iteration 0F: 3 clusters Score -739276.2 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -742362.125000 Penalty: 3076.899170
	Iteration 1F: 3 clusters Score -742362.1 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -742725.562500 Penalty: 3076.899170
	Iteration 2F: 3 clusters Score -742725.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -743068.375000 Penalty: 3076.899170
	Iteration 3F: 3 clusters Score -743068.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -743423.812500 Penalty: 3076.899170
	Iteration 4F: 3 clusters Score -743423.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -743801.062500 Penalty: 3076.899170
	Iteration 5F: 3 clusters Score -743801.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -744286.687500 Penalty: 3076.899170
	Iteration 6F: 3 clusters Score -744286.7 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -744839.000000 Penalty: 3076.899170
	Iteration 7F: 3 clusters Score -744839 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -745348.437500 Penalty: 3076.899170
	Iteration 8F: 3 clusters Score -745348.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -745810.562500 Penalty: 3076.899170
	Iteration 9Q: 3 clusters Score -745810.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -746180.750000 Penalty: 3076.899170
	Iteration 10Q: 3 clusters Score -746180.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -746451.625000 Penalty: 3076.899170
	Iteration 11Q: 3 clusters Score -746451.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -746650.437500 Penalty: 3076.899170
	Iteration 12Q: 3 clusters Score -746650.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -746768.062500 Penalty: 3076.899170
	Iteration 13Q: 3 clusters Score -746768.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -746835.625000 Penalty: 3076.899170
	Iteration 14Q: 3 clusters Score -746835.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -746880.250000 Penalty: 3076.899170
	Iteration 15Q: 3 clusters Score -746880.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -746914.562500 Penalty: 3076.899170
	Iteration 16Q: 3 clusters Score -746914.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -746936.375000 Penalty: 3076.899170
	Iteration 17Q: 3 clusters Score -746936.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -746950.625000 Penalty: 3076.899170
	Iteration 18Q: 3 clusters Score -746950.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -746966.312500 Penalty: 3076.899170
	Iteration 19Q: 3 clusters Score -746966.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -746971.562500 Penalty: 3076.899170
	Iteration 20F: 3 clusters Score -746971.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -746979.375000 Penalty: 3076.899170
	Iteration 21Q: 3 clusters Score -746979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -746984.000000 Penalty: 3076.899170
	Iteration 22Q: 3 clusters Score -746984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -746986.562500 Penalty: 3076.899170
	Iteration 23Q: 3 clusters Score -746986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -746987.625000 Penalty: 3076.899170
	Iteration 24Q: 3 clusters Score -746987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -746989.562500 Penalty: 3076.899170
	Iteration 25Q: 3 clusters Score -746989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -746991.437500 Penalty: 3076.899170
	Iteration 26Q: 3 clusters Score -746991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -746992.000000 Penalty: 3076.899170
	Iteration 27Q: 3 clusters Score -746992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -746992.000000 Penalty: 3076.899170
	Iteration 28F: 3 clusters Score -746992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -119619.570312 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -119619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -117492.085938 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -117492.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -117996.656250 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -117996.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -118110.960938 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -118111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -118171.625000 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -118171.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -118212.359375 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -118212.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -118244.906250 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -118244.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -118273.757812 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -118273.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -118306.578125 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -118306.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -118335.171875 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -118335.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -118363.953125 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -118364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -118383.898438 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -118383.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -118404.750000 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -118404.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -118428.789062 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -118428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -118450.273438 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -118450.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -118469.492188 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -118469.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -118488.796875 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -118488.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -118517.781250 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -118517.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -118544.867188 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -118544.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -118569.523438 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -118569.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -118596.789062 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -118596.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -118619.015625 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -118619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -118638.742188 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -118638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -118660.515625 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -118660.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -118677.429688 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -118677.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -118692.429688 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -118692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -118703.218750 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -118703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -118718.867188 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -118718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -118730.835938 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -118730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -118733.570312 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -118733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -118736.242188 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -118736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -118737.250000 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -118737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -118738.101562 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -118738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -118738.773438 Penalty: 2481.002441
	Iteration 32Q: 3 clusters Score -118738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -118738.820312 Penalty: 2481.002441
	Iteration 33Q: 3 clusters Score -118738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -118738.820312 Penalty: 2481.002441
	Iteration 34F: 3 clusters Score -118738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -78668.304688 Penalty: 1173.072876
	Iteration 0F: 2 clusters Score -78668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -76964.062500 Penalty: 2346.145752
	Iteration 0F: 3 clusters Score -76964.06 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -77291.343750 Penalty: 2346.145752
	Iteration 1F: 3 clusters Score -77291.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77370.593750 Penalty: 2346.145752
	Iteration 2F: 3 clusters Score -77370.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -77411.437500 Penalty: 2346.145752
	Iteration 3Q: 3 clusters Score -77411.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -77441.531250 Penalty: 2346.145752
	Iteration 4Q: 3 clusters Score -77441.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -77462.656250 Penalty: 2346.145752
	Iteration 5Q: 3 clusters Score -77462.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -77485.445312 Penalty: 2346.145752
	Iteration 6Q: 3 clusters Score -77485.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -77500.117188 Penalty: 2346.145752
	Iteration 7Q: 3 clusters Score -77500.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -77517.703125 Penalty: 2346.145752
	Iteration 8Q: 3 clusters Score -77517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -77536.601562 Penalty: 2346.145752
	Iteration 9Q: 3 clusters Score -77536.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -77552.156250 Penalty: 2346.145752
	Iteration 10Q: 3 clusters Score -77552.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -77568.781250 Penalty: 2346.145752
	Iteration 11Q: 3 clusters Score -77568.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -77582.875000 Penalty: 2346.145752
	Iteration 12Q: 3 clusters Score -77582.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -77596.234375 Penalty: 2346.145752
	Iteration 13Q: 3 clusters Score -77596.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -77617.984375 Penalty: 2346.145752
	Iteration 14Q: 3 clusters Score -77617.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77636.765625 Penalty: 2346.145752
	Iteration 15Q: 3 clusters Score -77636.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -77669.507812 Penalty: 2346.145752
	Iteration 16Q: 3 clusters Score -77669.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -77732.609375 Penalty: 2346.145752
	Iteration 17Q: 3 clusters Score -77732.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -77793.515625 Penalty: 2346.145752
	Iteration 18Q: 3 clusters Score -77793.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -77843.218750 Penalty: 2346.145752
	Iteration 19Q: 3 clusters Score -77843.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -77906.578125 Penalty: 2346.145752
	Iteration 20F: 3 clusters Score -77906.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -77968.390625 Penalty: 2346.145752
	Iteration 21Q: 3 clusters Score -77968.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -78016.593750 Penalty: 2346.145752
	Iteration 22Q: 3 clusters Score -78016.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78097.007812 Penalty: 2346.145752
	Iteration 23Q: 3 clusters Score -78097.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78204.039062 Penalty: 2346.145752
	Iteration 24Q: 3 clusters Score -78204.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78290.796875 Penalty: 2346.145752
	Iteration 25Q: 3 clusters Score -78290.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78354.789062 Penalty: 2346.145752
	Iteration 26Q: 3 clusters Score -78354.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -78406.562500 Penalty: 2346.145752
	Iteration 27Q: 3 clusters Score -78406.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78445.820312 Penalty: 2346.145752
	Iteration 28Q: 3 clusters Score -78445.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78477.554688 Penalty: 2346.145752
	Iteration 29Q: 3 clusters Score -78477.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78505.523438 Penalty: 2346.145752
	Iteration 30Q: 3 clusters Score -78505.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78528.937500 Penalty: 2346.145752
	Iteration 31Q: 3 clusters Score -78528.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78550.085938 Penalty: 2346.145752
	Iteration 32Q: 3 clusters Score -78550.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78563.320312 Penalty: 2346.145752
	Iteration 33Q: 3 clusters Score -78563.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78573.656250 Penalty: 2346.145752
	Iteration 34Q: 3 clusters Score -78573.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78579.875000 Penalty: 2346.145752
	Iteration 35Q: 3 clusters Score -78579.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78585.742188 Penalty: 2346.145752
	Iteration 36Q: 3 clusters Score -78585.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78598.039062 Penalty: 2346.145752
	Iteration 37Q: 3 clusters Score -78598.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78611.953125 Penalty: 2346.145752
	Iteration 38Q: 3 clusters Score -78611.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78616.070312 Penalty: 2346.145752
	Iteration 39Q: 3 clusters Score -78616.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78616.070312 Penalty: 2346.145752
	Iteration 40F: 3 clusters Score -78616.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -177864.046875 Penalty: 1335.946655
	Iteration 0F: 2 clusters Score -177864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -174690.015625 Penalty: 2671.893311
	Iteration 0F: 3 clusters Score -174690 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -175505.343750 Penalty: 2671.893311
	Iteration 1F: 3 clusters Score -175505.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -175705.281250 Penalty: 2671.893311
	Iteration 2F: 3 clusters Score -175705.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -175868.953125 Penalty: 2671.893311
	Iteration 3F: 3 clusters Score -175869 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -176020.156250 Penalty: 2671.893311
	Iteration 4F: 3 clusters Score -176020.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -176151.468750 Penalty: 2671.893311
	Iteration 5Q: 3 clusters Score -176151.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -176248.812500 Penalty: 2671.893311
	Iteration 6Q: 3 clusters Score -176248.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -176338.406250 Penalty: 2671.893311
	Iteration 7Q: 3 clusters Score -176338.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -176432.156250 Penalty: 2671.893311
	Iteration 8Q: 3 clusters Score -176432.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -176495.765625 Penalty: 2671.893311
	Iteration 9Q: 3 clusters Score -176495.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -176530.250000 Penalty: 2671.893311
	Iteration 10Q: 3 clusters Score -176530.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -176557.000000 Penalty: 2671.893311
	Iteration 11Q: 3 clusters Score -176557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -176577.937500 Penalty: 2671.893311
	Iteration 12Q: 3 clusters Score -176577.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -176591.218750 Penalty: 2671.893311
	Iteration 13Q: 3 clusters Score -176591.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -176600.546875 Penalty: 2671.893311
	Iteration 14Q: 3 clusters Score -176600.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -176609.312500 Penalty: 2671.893311
	Iteration 15Q: 3 clusters Score -176609.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -176619.593750 Penalty: 2671.893311
	Iteration 16Q: 3 clusters Score -176619.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -176631.031250 Penalty: 2671.893311
	Iteration 17Q: 3 clusters Score -176631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -176638.718750 Penalty: 2671.893311
	Iteration 18Q: 3 clusters Score -176638.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -176642.812500 Penalty: 2671.893311
	Iteration 19Q: 3 clusters Score -176642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -176648.281250 Penalty: 2671.893311
	Iteration 20F: 3 clusters Score -176648.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -176651.718750 Penalty: 2671.893311
	Iteration 21Q: 3 clusters Score -176651.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -176656.593750 Penalty: 2671.893311
	Iteration 22Q: 3 clusters Score -176656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -176660.468750 Penalty: 2671.893311
	Iteration 23Q: 3 clusters Score -176660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -176663.390625 Penalty: 2671.893311
	Iteration 24Q: 3 clusters Score -176663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -176667.625000 Penalty: 2671.893311
	Iteration 25Q: 3 clusters Score -176667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -176670.234375 Penalty: 2671.893311
	Iteration 26Q: 3 clusters Score -176670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -176671.218750 Penalty: 2671.893311
	Iteration 27Q: 3 clusters Score -176671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -176671.890625 Penalty: 2671.893311
	Iteration 28Q: 3 clusters Score -176671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -176672.796875 Penalty: 2671.893311
	Iteration 29Q: 3 clusters Score -176672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -176674.453125 Penalty: 2671.893311
	Iteration 30Q: 3 clusters Score -176674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -176675.828125 Penalty: 2671.893311
	Iteration 31Q: 3 clusters Score -176675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -176676.203125 Penalty: 2671.893311
	Iteration 32Q: 3 clusters Score -176676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -176677.625000 Penalty: 2671.893311
	Iteration 33Q: 3 clusters Score -176677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -176678.156250 Penalty: 2671.893311
	Iteration 34Q: 3 clusters Score -176678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -176678.656250 Penalty: 2671.893311
	Iteration 35Q: 3 clusters Score -176678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -176678.750000 Penalty: 2671.893311
	Iteration 36Q: 3 clusters Score -176678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -176679.203125 Penalty: 2671.893311
	Iteration 37Q: 3 clusters Score -176679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -176680.375000 Penalty: 2671.893311
	Iteration 38Q: 3 clusters Score -176680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -176680.625000 Penalty: 2671.893311
	Iteration 39Q: 3 clusters Score -176680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -176681.390625 Penalty: 2671.893311
	Iteration 40F: 3 clusters Score -176681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -176682.031250 Penalty: 2671.893311
	Iteration 41Q: 3 clusters Score -176682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -176683.468750 Penalty: 2671.893311
	Iteration 42Q: 3 clusters Score -176683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -176684.078125 Penalty: 2671.893311
	Iteration 43Q: 3 clusters Score -176684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -176684.937500 Penalty: 2671.893311
	Iteration 44Q: 3 clusters Score -176684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -176685.656250 Penalty: 2671.893311
	Iteration 45Q: 3 clusters Score -176685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -176686.875000 Penalty: 2671.893311
	Iteration 46Q: 3 clusters Score -176686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -176687.562500 Penalty: 2671.893311
	Iteration 47Q: 3 clusters Score -176687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -176688.312500 Penalty: 2671.893311
	Iteration 48Q: 3 clusters Score -176688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -176689.484375 Penalty: 2671.893311
	Iteration 49Q: 3 clusters Score -176689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -176689.906250 Penalty: 2671.893311
	Iteration 50Q: 3 clusters Score -176689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -176691.156250 Penalty: 2671.893311
	Iteration 51Q: 3 clusters Score -176691.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -176693.000000 Penalty: 2671.893311
	Iteration 52Q: 3 clusters Score -176693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -176696.312500 Penalty: 2671.893311
	Iteration 53Q: 3 clusters Score -176696.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -176698.531250 Penalty: 2671.893311
	Iteration 54Q: 3 clusters Score -176698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -176699.093750 Penalty: 2671.893311
	Iteration 55Q: 3 clusters Score -176699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -176699.984375 Penalty: 2671.893311
	Iteration 56Q: 3 clusters Score -176700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -176699.984375 Penalty: 2671.893311
	Iteration 57F: 3 clusters Score -176700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -132724.484375 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -132724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -130343.984375 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -130344 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -130877.593750 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -130877.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -130996.398438 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -130996.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -131070.078125 Penalty: 2532.379150
	Iteration 3Q: 3 clusters Score -131070.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -131125.031250 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -131125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -131164.093750 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -131164.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -131191.734375 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -131191.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -131219.171875 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -131219.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -131241.140625 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -131241.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -131260.843750 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -131260.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -131276.609375 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -131276.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -131294.875000 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -131294.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -131310.890625 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -131310.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -131325.046875 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -131325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -131342.718750 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -131342.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -131358.484375 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -131358.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -131376.093750 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -131376.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -131397.218750 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -131397.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -131417.859375 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -131417.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -131437.531250 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -131437.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -131449.625000 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -131449.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -131457.984375 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -131458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -131461.593750 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -131461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -131463.656250 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -131463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -131466.593750 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -131466.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -131469.718750 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -131469.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -131471.093750 Penalty: 2532.379150
	Iteration 26Q: 3 clusters Score -131471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -131474.953125 Penalty: 2532.379150
	Iteration 27Q: 3 clusters Score -131475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -131479.671875 Penalty: 2532.379150
	Iteration 28Q: 3 clusters Score -131479.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -131481.250000 Penalty: 2532.379150
	Iteration 29Q: 3 clusters Score -131481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -131481.953125 Penalty: 2532.379150
	Iteration 30Q: 3 clusters Score -131482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -131483.906250 Penalty: 2532.379150
	Iteration 31Q: 3 clusters Score -131483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -131485.515625 Penalty: 2532.379150
	Iteration 32Q: 3 clusters Score -131485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -131486.328125 Penalty: 2532.379150
	Iteration 33Q: 3 clusters Score -131486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -131487.281250 Penalty: 2532.379150
	Iteration 34Q: 3 clusters Score -131487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -131488.171875 Penalty: 2532.379150
	Iteration 35Q: 3 clusters Score -131488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -131488.906250 Penalty: 2532.379150
	Iteration 36Q: 3 clusters Score -131488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -131489.343750 Penalty: 2532.379150
	Iteration 37Q: 3 clusters Score -131489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -131489.343750 Penalty: 2532.379150
	Iteration 38F: 3 clusters Score -131489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -29847.007812 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -29847.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28613.701172 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -28613.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28840.140625 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -28840.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28918.560547 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -28918.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28936.593750 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -28936.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28946.808594 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -28946.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28957.074219 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -28957.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -28978.964844 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -28978.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29003.587891 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -29003.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29014.601562 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -29014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29024.406250 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -29024.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29028.234375 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -29028.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29032.169922 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -29032.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29033.892578 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -29033.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29035.958984 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -29035.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29036.873047 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -29036.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29037.757812 Penalty: 2133.711182
	Iteration 15Q: 3 clusters Score -29037.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29037.757812 Penalty: 2133.711182
	Iteration 16F: 3 clusters Score -29037.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28217 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10907 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 10014 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 23 contains 712 members 
Mstep: Class 24 contains 1229 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4064 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12931 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1365 members 
Mstep: Class 37 contains 3719 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701531.000000 Penalty: 86384.187500
Iteration 119Q: 44 clusters Score -1.270153e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28215 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 9580 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 10862 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1118 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 1542 members 
Mstep: Class 23 contains 713 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 5025 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4086 members 
Mstep: Class 31 contains 585 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12929 members 
Mstep: Class 35 contains 2067 members 
Mstep: Class 36 contains 1403 members 
Mstep: Class 37 contains 3713 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 718 members 
Mstep: Class 40 contains 1875 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 1640 members 
Mstep: Class 43 contains 15712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702234.000000 Penalty: 86384.187500
Iteration 120F: 44 clusters Score -1.270223e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28212 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 2641 members 
Mstep: Class 7 contains 11872 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4753 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24599 members 
Mstep: Class 17 contains 10812 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1117 members 
Mstep: Class 21 contains 10005 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 1281 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 697 members 
Mstep: Class 28 contains 5015 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4077 members 
Mstep: Class 31 contains 584 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12927 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 3698 members 
Mstep: Class 38 contains 2421 members 
Mstep: Class 39 contains 699 members 
Mstep: Class 40 contains 1956 members 
Mstep: Class 41 contains 1918 members 
Mstep: Class 42 contains 1699 members 
Mstep: Class 43 contains 15730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702470.000000 Penalty: 86384.187500
Iteration 121Q: 44 clusters Score -1.270247e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28212 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 8059 members 
Mstep: Class 6 contains 2629 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4691 members 
Mstep: Class 12 contains 434 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24605 members 
Mstep: Class 17 contains 10792 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 1116 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 715 members 
Mstep: Class 24 contains 1279 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 5005 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4076 members 
Mstep: Class 31 contains 582 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12927 members 
Mstep: Class 35 contains 2071 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 697 members 
Mstep: Class 40 contains 1999 members 
Mstep: Class 41 contains 1945 members 
Mstep: Class 42 contains 1733 members 
Mstep: Class 43 contains 15731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702608.000000 Penalty: 86384.187500
Iteration 122Q: 44 clusters Score -1.270261e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28213 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10785 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1115 members 
Mstep: Class 21 contains 9985 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 582 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2960 members 
Mstep: Class 34 contains 12927 members 
Mstep: Class 35 contains 2076 members 
Mstep: Class 36 contains 1446 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 694 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 1971 members 
Mstep: Class 42 contains 1751 members 
Mstep: Class 43 contains 15732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702701.000000 Penalty: 86384.187500
Iteration 123Q: 44 clusters Score -1.27027e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28213 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 3118 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 10782 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1115 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 718 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1797 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4988 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 581 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2077 members 
Mstep: Class 36 contains 1455 members 
Mstep: Class 37 contains 3694 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2078 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 1761 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702724.000000 Penalty: 86384.187500
Iteration 124Q: 44 clusters Score -1.270272e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 2094 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9584 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24607 members 
Mstep: Class 17 contains 10775 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9966 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4987 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 581 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2080 members 
Mstep: Class 36 contains 1457 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2099 members 
Mstep: Class 41 contains 1983 members 
Mstep: Class 42 contains 1767 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702739.000000 Penalty: 86384.187500
Iteration 125Q: 44 clusters Score -1.270274e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 3132 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4543 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 1585 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 581 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2081 members 
Mstep: Class 36 contains 1459 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2123 members 
Mstep: Class 41 contains 1985 members 
Mstep: Class 42 contains 1771 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702764.000000 Penalty: 86384.187500
Iteration 126Q: 44 clusters Score -1.270276e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3132 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9586 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10758 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4983 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2083 members 
Mstep: Class 36 contains 1465 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2138 members 
Mstep: Class 41 contains 1985 members 
Mstep: Class 42 contains 1772 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702749.000000 Penalty: 86384.187500
Iteration 127Q: 44 clusters Score -1.270275e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10025 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10754 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9947 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4979 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2085 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2151 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1772 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702769.000000 Penalty: 86384.187500
Iteration 128Q: 44 clusters Score -1.270277e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9585 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10750 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9943 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 690 members 
Mstep: Class 28 contains 4977 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2086 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2162 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1773 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702802.000000 Penalty: 86384.187500
Iteration 129Q: 44 clusters Score -1.27028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4481 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9588 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24613 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2087 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2176 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1773 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702806.000000 Penalty: 86384.187500
Iteration 130Q: 44 clusters Score -1.270281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8101 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10735 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4980 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2090 members 
Mstep: Class 36 contains 1469 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2194 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1773 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702800.000000 Penalty: 86384.187500
Iteration 131Q: 44 clusters Score -1.27028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8103 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9588 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10731 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9921 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2421 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 1470 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2204 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1774 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702805.000000 Penalty: 86384.187500
Iteration 132Q: 44 clusters Score -1.27028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8108 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4437 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10728 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9916 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4984 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2212 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702823.000000 Penalty: 86384.187500
Iteration 133Q: 44 clusters Score -1.270282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9914 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2093 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2219 members 
Mstep: Class 41 contains 1987 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702808.000000 Penalty: 86384.187500
Iteration 134Q: 44 clusters Score -1.270281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10723 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 580 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2223 members 
Mstep: Class 41 contains 1987 members 
Mstep: Class 42 contains 1776 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702823.000000 Penalty: 86384.187500
Iteration 135Q: 44 clusters Score -1.270282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3161 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9592 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 10724 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9910 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4988 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2226 members 
Mstep: Class 41 contains 1987 members 
Mstep: Class 42 contains 1776 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702819.000000 Penalty: 86384.187500
Iteration 136Q: 44 clusters Score -1.270282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4411 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9592 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 10723 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9909 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2420 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2099 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2229 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702825.000000 Penalty: 86384.187500
Iteration 137Q: 44 clusters Score -1.270282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 10725 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9906 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2419 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2103 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2231 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702851.000000 Penalty: 86384.187500
Iteration 138Q: 44 clusters Score -1.270285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3164 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4405 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9589 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2107 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2232 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702836.000000 Penalty: 86384.187500
Iteration 139Q: 44 clusters Score -1.270284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702834.000000 Penalty: 86384.187500
Iteration 140F: 44 clusters Score -1.270283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702831.000000 Penalty: 86384.187500
Iteration 141Q: 44 clusters Score -1.270283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9590 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24609 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9895 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702836.000000 Penalty: 86384.187500
Iteration 142Q: 44 clusters Score -1.270284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702836.000000 Penalty: 86384.187500
Iteration 143Q: 44 clusters Score -1.270284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24611 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702821.000000 Penalty: 86384.187500
Iteration 144Q: 44 clusters Score -1.270282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702833.000000 Penalty: 86384.187500
Iteration 145Q: 44 clusters Score -1.270283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24607 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702836.000000 Penalty: 86384.187500
Iteration 146Q: 44 clusters Score -1.270284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3168 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4401 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24607 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9882 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702834.000000 Penalty: 86384.187500
Iteration 147Q: 44 clusters Score -1.270283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3169 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4400 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702836.000000 Penalty: 86384.187500
Iteration 148Q: 44 clusters Score -1.270284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10728 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702836.000000 Penalty: 86384.187500
Iteration 149Q: 44 clusters Score -1.270284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3172 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10727 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702830.000000 Penalty: 86384.187500
Iteration 150Q: 44 clusters Score -1.270283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4991 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702832.000000 Penalty: 86384.187500
Iteration 151Q: 44 clusters Score -1.270283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10725 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702826.000000 Penalty: 86384.187500
Iteration 152Q: 44 clusters Score -1.270283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10725 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702826.000000 Penalty: 86384.187500
Iteration 153F: 44 clusters Score -1.270283e+07 nChanged 0
Entering ConstructFrom: 
Score: -12702826.000000 Penalty: 86384.187500
Entering ConstructFrom: 
Trying to split cluster 1 (12173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Entering Unmasked Estep 
Score: -723753.562500 Penalty: 1528.633545
	Iteration 0F: 2 clusters Score -723753.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -715337.312500 Penalty: 3057.267090
	Iteration 0F: 3 clusters Score -715337.3 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -718802.812500 Penalty: 3057.267090
	Iteration 1F: 3 clusters Score -718802.8 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -719769.750000 Penalty: 3057.267090
	Iteration 2F: 3 clusters Score -719769.8 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -720710.000000 Penalty: 3057.267090
	Iteration 3F: 3 clusters Score -720710 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -721455.812500 Penalty: 3057.267090
	Iteration 4F: 3 clusters Score -721455.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -722070.562500 Penalty: 3057.267090
	Iteration 5F: 3 clusters Score -722070.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -722579.437500 Penalty: 3057.267090
	Iteration 6F: 3 clusters Score -722579.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -722938.500000 Penalty: 3057.267090
	Iteration 7Q: 3 clusters Score -722938.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -723223.062500 Penalty: 3057.267090
	Iteration 8Q: 3 clusters Score -723223.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -723426.312500 Penalty: 3057.267090
	Iteration 9Q: 3 clusters Score -723426.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -723579.625000 Penalty: 3057.267090
	Iteration 10Q: 3 clusters Score -723579.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -723678.375000 Penalty: 3057.267090
	Iteration 11Q: 3 clusters Score -723678.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -723725.812500 Penalty: 3057.267090
	Iteration 12Q: 3 clusters Score -723725.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -723754.750000 Penalty: 3057.267090
	Iteration 13Q: 3 clusters Score -723754.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -723771.062500 Penalty: 3057.267090
	Iteration 14Q: 3 clusters Score -723771.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -723785.750000 Penalty: 3057.267090
	Iteration 15Q: 3 clusters Score -723785.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -723799.187500 Penalty: 3057.267090
	Iteration 16Q: 3 clusters Score -723799.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -723805.312500 Penalty: 3057.267090
	Iteration 17Q: 3 clusters Score -723805.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -723812.375000 Penalty: 3057.267090
	Iteration 18Q: 3 clusters Score -723812.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -723813.875000 Penalty: 3057.267090
	Iteration 19Q: 3 clusters Score -723813.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -723818.812500 Penalty: 3057.267090
	Iteration 20F: 3 clusters Score -723818.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -723819.812500 Penalty: 3057.267090
	Iteration 21Q: 3 clusters Score -723819.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -723820.937500 Penalty: 3057.267090
	Iteration 22Q: 3 clusters Score -723820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -723820.125000 Penalty: 3057.267090
	Iteration 23Q: 3 clusters Score -723820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -723823.437500 Penalty: 3057.267090
	Iteration 24Q: 3 clusters Score -723823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -723822.437500 Penalty: 3057.267090
	Iteration 25Q: 3 clusters Score -723822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -723823.937500 Penalty: 3057.267090
	Iteration 26Q: 3 clusters Score -723823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -723823.125000 Penalty: 3057.267090
	Iteration 27Q: 3 clusters Score -723823.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -723823.250000 Penalty: 3057.267090
	Iteration 28Q: 3 clusters Score -723823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -723826.937500 Penalty: 3057.267090
	Iteration 29Q: 3 clusters Score -723826.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -723827.187500 Penalty: 3057.267090
	Iteration 30Q: 3 clusters Score -723827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -723828.437500 Penalty: 3057.267090
	Iteration 31Q: 3 clusters Score -723828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -723828.875000 Penalty: 3057.267090
	Iteration 32Q: 3 clusters Score -723828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -723830.312500 Penalty: 3057.267090
	Iteration 33Q: 3 clusters Score -723830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -723830.312500 Penalty: 3057.267090
	Iteration 34F: 3 clusters Score -723830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 3173 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 4399 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 13 contains 9591 members 
Mstep: Class 14 contains 438 members 
Mstep: Class 15 contains 306 members 
Mstep: Class 16 contains 24606 members 
Mstep: Class 17 contains 10725 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 1280 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 689 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 4087 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 2418 members 
Mstep: Class 33 contains 2959 members 
Mstep: Class 34 contains 12926 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 1474 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 2422 members 
Mstep: Class 39 contains 693 members 
Mstep: Class 40 contains 2233 members 
Mstep: Class 41 contains 1988 members 
Mstep: Class 42 contains 1775 members 
Mstep: Class 43 contains 15733 members 
Mstep: Class 44 contains 1285 members 
Entering Unmasked Estep 
Score: -12702420.000000 Penalty: 88393.125000
Splitting cluster 1 changes total score from -12702826.000000 to -12702420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -62784.625000 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -62784.62 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 550 members 
Entering Unmasked Estep 
Score: -61262.550781 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -61262.55 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61540.640625 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -61540.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -61612.253906 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -61612.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -61644.984375 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -61644.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61672.667969 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -61672.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61689.304688 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -61689.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61707.339844 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -61707.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61717.199219 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -61717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61724.265625 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -61724.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -61728.230469 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -61728.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61732.582031 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -61732.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -61735.347656 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -61735.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61737.007812 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -61737.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61738.445312 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -61738.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61739.617188 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -61739.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61740.406250 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -61740.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61740.902344 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -61740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61741.753906 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -61741.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61742.230469 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -61742.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61742.480469 Penalty: 2278.937500
	Iteration 19Q: 3 clusters Score -61742.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61742.480469 Penalty: 2278.937500
	Iteration 20F: 3 clusters Score -61742.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Entering Unmasked Estep 
Score: -1641164.625000 Penalty: 1665.230713
	Iteration 0F: 2 clusters Score -1641165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1622097.000000 Penalty: 3330.461426
	Iteration 0F: 3 clusters Score -1622097 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1629557.375000 Penalty: 3330.461426
	Iteration 1F: 3 clusters Score -1629557 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1630520.000000 Penalty: 3330.461426
	Iteration 2F: 3 clusters Score -1630520 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1631796.625000 Penalty: 3330.461426
	Iteration 3F: 3 clusters Score -1631797 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1633340.750000 Penalty: 3330.461426
	Iteration 4F: 3 clusters Score -1633341 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1634996.375000 Penalty: 3330.461426
	Iteration 5F: 3 clusters Score -1634996 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1636768.750000 Penalty: 3330.461426
	Iteration 6F: 3 clusters Score -1636769 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1638164.000000 Penalty: 3330.461426
	Iteration 7F: 3 clusters Score -1638164 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1638980.375000 Penalty: 3330.461426
	Iteration 8Q: 3 clusters Score -1638980 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1639381.000000 Penalty: 3330.461426
	Iteration 9Q: 3 clusters Score -1639381 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1639608.125000 Penalty: 3330.461426
	Iteration 10Q: 3 clusters Score -1639608 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1639786.250000 Penalty: 3330.461426
	Iteration 11Q: 3 clusters Score -1639786 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1639931.500000 Penalty: 3330.461426
	Iteration 12Q: 3 clusters Score -1639932 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1639995.625000 Penalty: 3330.461426
	Iteration 13Q: 3 clusters Score -1639996 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1640057.125000 Penalty: 3330.461426
	Iteration 14Q: 3 clusters Score -1640057 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1640101.125000 Penalty: 3330.461426
	Iteration 15Q: 3 clusters Score -1640101 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1640128.000000 Penalty: 3330.461426
	Iteration 16Q: 3 clusters Score -1640128 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1640143.125000 Penalty: 3330.461426
	Iteration 17Q: 3 clusters Score -1640143 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1640177.875000 Penalty: 3330.461426
	Iteration 18Q: 3 clusters Score -1640178 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1640190.625000 Penalty: 3330.461426
	Iteration 19Q: 3 clusters Score -1640191 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1640228.750000 Penalty: 3330.461426
	Iteration 20F: 3 clusters Score -1640229 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1640235.125000 Penalty: 3330.461426
	Iteration 21Q: 3 clusters Score -1640235 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1640259.000000 Penalty: 3330.461426
	Iteration 22Q: 3 clusters Score -1640259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1640268.500000 Penalty: 3330.461426
	Iteration 23Q: 3 clusters Score -1640268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1640285.000000 Penalty: 3330.461426
	Iteration 24Q: 3 clusters Score -1640285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1640291.750000 Penalty: 3330.461426
	Iteration 25Q: 3 clusters Score -1640292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1640303.500000 Penalty: 3330.461426
	Iteration 26Q: 3 clusters Score -1640304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1640311.500000 Penalty: 3330.461426
	Iteration 27Q: 3 clusters Score -1640312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1640304.875000 Penalty: 3330.461426
	Iteration 28Q: 3 clusters Score -1640305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1640320.750000 Penalty: 3330.461426
	Iteration 29Q: 3 clusters Score -1640321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1640326.500000 Penalty: 3330.461426
	Iteration 30Q: 3 clusters Score -1640326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1640333.375000 Penalty: 3330.461426
	Iteration 31Q: 3 clusters Score -1640333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1640326.375000 Penalty: 3330.461426
	Iteration 32Q: 3 clusters Score -1640326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1640329.125000 Penalty: 3330.461426
	Iteration 33Q: 3 clusters Score -1640329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1640335.375000 Penalty: 3330.461426
	Iteration 34Q: 3 clusters Score -1640335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1640339.875000 Penalty: 3330.461426
	Iteration 35Q: 3 clusters Score -1640340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1640341.875000 Penalty: 3330.461426
	Iteration 36Q: 3 clusters Score -1640342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1640339.250000 Penalty: 3330.461426
	Iteration 37Q: 3 clusters Score -1640339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1640343.125000 Penalty: 3330.461426
	Iteration 38Q: 3 clusters Score -1640343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1640349.000000 Penalty: 3330.461426
	Iteration 39Q: 3 clusters Score -1640349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1640349.000000 Penalty: 3330.461426
	Iteration 40F: 3 clusters Score -1640349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1640349.250000 Penalty: 3330.461426
	Iteration 41Q: 3 clusters Score -1640349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1640352.625000 Penalty: 3330.461426
	Iteration 42Q: 3 clusters Score -1640353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1640350.250000 Penalty: 3330.461426
	Iteration 43Q: 3 clusters Score -1640350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1640353.250000 Penalty: 3330.461426
	Iteration 44Q: 3 clusters Score -1640353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1640350.250000 Penalty: 3330.461426
	Iteration 45Q: 3 clusters Score -1640350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1640350.875000 Penalty: 3330.461426
	Iteration 46Q: 3 clusters Score -1640351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1640353.000000 Penalty: 3330.461426
	Iteration 47Q: 3 clusters Score -1640353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1640354.500000 Penalty: 3330.461426
	Iteration 48Q: 3 clusters Score -1640354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1640356.375000 Penalty: 3330.461426
	Iteration 49Q: 3 clusters Score -1640356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1640354.375000 Penalty: 3330.461426
	Iteration 50Q: 3 clusters Score -1640354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1640355.500000 Penalty: 3330.461426
	Iteration 51Q: 3 clusters Score -1640356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1640355.500000 Penalty: 3330.461426
	Iteration 52F: 3 clusters Score -1640356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -589407.125000 Penalty: 1497.118408
	Iteration 0F: 2 clusters Score -589407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -582266.375000 Penalty: 2994.236816
	Iteration 0F: 3 clusters Score -582266.4 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -584759.062500 Penalty: 2994.236816
	Iteration 1F: 3 clusters Score -584759.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -585089.062500 Penalty: 2994.236816
	Iteration 2F: 3 clusters Score -585089.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -585405.562500 Penalty: 2994.236816
	Iteration 3F: 3 clusters Score -585405.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -585700.250000 Penalty: 2994.236816
	Iteration 4F: 3 clusters Score -585700.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -586086.500000 Penalty: 2994.236816
	Iteration 5F: 3 clusters Score -586086.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -586478.062500 Penalty: 2994.236816
	Iteration 6F: 3 clusters Score -586478.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -586833.750000 Penalty: 2994.236816
	Iteration 7Q: 3 clusters Score -586833.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -587219.062500 Penalty: 2994.236816
	Iteration 8Q: 3 clusters Score -587219.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -587546.000000 Penalty: 2994.236816
	Iteration 9Q: 3 clusters Score -587546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -587778.062500 Penalty: 2994.236816
	Iteration 10Q: 3 clusters Score -587778.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -587951.750000 Penalty: 2994.236816
	Iteration 11Q: 3 clusters Score -587951.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -588057.687500 Penalty: 2994.236816
	Iteration 12Q: 3 clusters Score -588057.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -588121.250000 Penalty: 2994.236816
	Iteration 13Q: 3 clusters Score -588121.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -588163.375000 Penalty: 2994.236816
	Iteration 14Q: 3 clusters Score -588163.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -588194.625000 Penalty: 2994.236816
	Iteration 15Q: 3 clusters Score -588194.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -588221.562500 Penalty: 2994.236816
	Iteration 16Q: 3 clusters Score -588221.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -588246.312500 Penalty: 2994.236816
	Iteration 17Q: 3 clusters Score -588246.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -588268.375000 Penalty: 2994.236816
	Iteration 18Q: 3 clusters Score -588268.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -588286.375000 Penalty: 2994.236816
	Iteration 19Q: 3 clusters Score -588286.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -588298.750000 Penalty: 2994.236816
	Iteration 20F: 3 clusters Score -588298.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -588307.000000 Penalty: 2994.236816
	Iteration 21Q: 3 clusters Score -588307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -588319.250000 Penalty: 2994.236816
	Iteration 22Q: 3 clusters Score -588319.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -588328.687500 Penalty: 2994.236816
	Iteration 23Q: 3 clusters Score -588328.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -588333.625000 Penalty: 2994.236816
	Iteration 24Q: 3 clusters Score -588333.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -588339.562500 Penalty: 2994.236816
	Iteration 25Q: 3 clusters Score -588339.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -588343.375000 Penalty: 2994.236816
	Iteration 26Q: 3 clusters Score -588343.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -588349.125000 Penalty: 2994.236816
	Iteration 27Q: 3 clusters Score -588349.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -588357.125000 Penalty: 2994.236816
	Iteration 28Q: 3 clusters Score -588357.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -588362.125000 Penalty: 2994.236816
	Iteration 29Q: 3 clusters Score -588362.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -588372.437500 Penalty: 2994.236816
	Iteration 30Q: 3 clusters Score -588372.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -588378.562500 Penalty: 2994.236816
	Iteration 31Q: 3 clusters Score -588378.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -588384.250000 Penalty: 2994.236816
	Iteration 32Q: 3 clusters Score -588384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -588386.500000 Penalty: 2994.236816
	Iteration 33Q: 3 clusters Score -588386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -588389.062500 Penalty: 2994.236816
	Iteration 34Q: 3 clusters Score -588389.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -588390.812500 Penalty: 2994.236816
	Iteration 35Q: 3 clusters Score -588390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -588394.437500 Penalty: 2994.236816
	Iteration 36Q: 3 clusters Score -588394.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -588396.312500 Penalty: 2994.236816
	Iteration 37Q: 3 clusters Score -588396.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -588399.312500 Penalty: 2994.236816
	Iteration 38Q: 3 clusters Score -588399.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -588402.750000 Penalty: 2994.236816
	Iteration 39Q: 3 clusters Score -588402.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -588403.250000 Penalty: 2994.236816
	Iteration 40F: 3 clusters Score -588403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -588405.687500 Penalty: 2994.236816
	Iteration 41Q: 3 clusters Score -588405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -588407.625000 Penalty: 2994.236816
	Iteration 42Q: 3 clusters Score -588407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -588410.375000 Penalty: 2994.236816
	Iteration 43Q: 3 clusters Score -588410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -588412.750000 Penalty: 2994.236816
	Iteration 44Q: 3 clusters Score -588412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -588415.812500 Penalty: 2994.236816
	Iteration 45Q: 3 clusters Score -588415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -588415.312500 Penalty: 2994.236816
	Iteration 46Q: 3 clusters Score -588415.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -588420.312500 Penalty: 2994.236816
	Iteration 47Q: 3 clusters Score -588420.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -588425.062500 Penalty: 2994.236816
	Iteration 48Q: 3 clusters Score -588425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -588424.687500 Penalty: 2994.236816
	Iteration 49Q: 3 clusters Score -588424.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -588427.250000 Penalty: 2994.236816
	Iteration 50Q: 3 clusters Score -588427.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -588431.875000 Penalty: 2994.236816
	Iteration 51Q: 3 clusters Score -588431.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -588435.500000 Penalty: 2994.236816
	Iteration 52Q: 3 clusters Score -588435.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -588440.312500 Penalty: 2994.236816
	Iteration 53Q: 3 clusters Score -588440.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -588443.062500 Penalty: 2994.236816
	Iteration 54Q: 3 clusters Score -588443.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -588448.562500 Penalty: 2994.236816
	Iteration 55Q: 3 clusters Score -588448.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -588451.000000 Penalty: 2994.236816
	Iteration 56Q: 3 clusters Score -588451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -588452.125000 Penalty: 2994.236816
	Iteration 57Q: 3 clusters Score -588452.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -588458.812500 Penalty: 2994.236816
	Iteration 58Q: 3 clusters Score -588458.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -588465.687500 Penalty: 2994.236816
	Iteration 59Q: 3 clusters Score -588465.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -588469.250000 Penalty: 2994.236816
	Iteration 60F: 3 clusters Score -588469.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -588476.250000 Penalty: 2994.236816
	Iteration 61Q: 3 clusters Score -588476.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -588482.437500 Penalty: 2994.236816
	Iteration 62Q: 3 clusters Score -588482.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -588490.750000 Penalty: 2994.236816
	Iteration 63Q: 3 clusters Score -588490.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -588502.437500 Penalty: 2994.236816
	Iteration 64Q: 3 clusters Score -588502.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -588517.625000 Penalty: 2994.236816
	Iteration 65Q: 3 clusters Score -588517.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -588539.750000 Penalty: 2994.236816
	Iteration 66Q: 3 clusters Score -588539.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -588552.375000 Penalty: 2994.236816
	Iteration 67Q: 3 clusters Score -588552.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -588561.562500 Penalty: 2994.236816
	Iteration 68Q: 3 clusters Score -588561.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -588567.812500 Penalty: 2994.236816
	Iteration 69Q: 3 clusters Score -588567.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -588571.500000 Penalty: 2994.236816
	Iteration 70Q: 3 clusters Score -588571.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -588577.125000 Penalty: 2994.236816
	Iteration 71Q: 3 clusters Score -588577.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -588581.375000 Penalty: 2994.236816
	Iteration 72Q: 3 clusters Score -588581.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -588587.562500 Penalty: 2994.236816
	Iteration 73Q: 3 clusters Score -588587.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -588594.500000 Penalty: 2994.236816
	Iteration 74Q: 3 clusters Score -588594.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -588600.250000 Penalty: 2994.236816
	Iteration 75Q: 3 clusters Score -588600.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -588604.937500 Penalty: 2994.236816
	Iteration 76Q: 3 clusters Score -588604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -588608.250000 Penalty: 2994.236816
	Iteration 77Q: 3 clusters Score -588608.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -588611.000000 Penalty: 2994.236816
	Iteration 78Q: 3 clusters Score -588611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -588615.500000 Penalty: 2994.236816
	Iteration 79Q: 3 clusters Score -588615.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -588617.500000 Penalty: 2994.236816
	Iteration 80F: 3 clusters Score -588617.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -588620.000000 Penalty: 2994.236816
	Iteration 81Q: 3 clusters Score -588620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -588621.937500 Penalty: 2994.236816
	Iteration 82Q: 3 clusters Score -588621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -588626.875000 Penalty: 2994.236816
	Iteration 83Q: 3 clusters Score -588626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -588628.562500 Penalty: 2994.236816
	Iteration 84Q: 3 clusters Score -588628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -588629.437500 Penalty: 2994.236816
	Iteration 85Q: 3 clusters Score -588629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -588629.437500 Penalty: 2994.236816
	Iteration 86Q: 3 clusters Score -588629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -588631.000000 Penalty: 2994.236816
	Iteration 87Q: 3 clusters Score -588631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -588631.812500 Penalty: 2994.236816
	Iteration 88Q: 3 clusters Score -588631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -588633.812500 Penalty: 2994.236816
	Iteration 89Q: 3 clusters Score -588633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -588633.937500 Penalty: 2994.236816
	Iteration 90Q: 3 clusters Score -588633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -588634.187500 Penalty: 2994.236816
	Iteration 91Q: 3 clusters Score -588634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -588635.937500 Penalty: 2994.236816
	Iteration 92Q: 3 clusters Score -588635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -588640.500000 Penalty: 2994.236816
	Iteration 93Q: 3 clusters Score -588640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -588640.875000 Penalty: 2994.236816
	Iteration 94Q: 3 clusters Score -588640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -588643.500000 Penalty: 2994.236816
	Iteration 95Q: 3 clusters Score -588643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -588644.500000 Penalty: 2994.236816
	Iteration 96Q: 3 clusters Score -588644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -588646.375000 Penalty: 2994.236816
	Iteration 97Q: 3 clusters Score -588646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -588649.687500 Penalty: 2994.236816
	Iteration 98Q: 3 clusters Score -588649.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -588651.125000 Penalty: 2994.236816
	Iteration 99Q: 3 clusters Score -588651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -588653.750000 Penalty: 2994.236816
	Iteration 100F: 3 clusters Score -588653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -588653.937500 Penalty: 2994.236816
	Iteration 101Q: 3 clusters Score -588653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -588658.000000 Penalty: 2994.236816
	Iteration 102Q: 3 clusters Score -588658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -588659.375000 Penalty: 2994.236816
	Iteration 103Q: 3 clusters Score -588659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -588660.875000 Penalty: 2994.236816
	Iteration 104Q: 3 clusters Score -588660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -588662.750000 Penalty: 2994.236816
	Iteration 105Q: 3 clusters Score -588662.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -588664.250000 Penalty: 2994.236816
	Iteration 106Q: 3 clusters Score -588664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -588665.312500 Penalty: 2994.236816
	Iteration 107Q: 3 clusters Score -588665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -588666.250000 Penalty: 2994.236816
	Iteration 108Q: 3 clusters Score -588666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -588666.250000 Penalty: 2994.236816
	Iteration 109F: 3 clusters Score -588666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Entering Unmasked Estep 
Score: -477454.281250 Penalty: 1462.798828
	Iteration 0F: 2 clusters Score -477454.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -471483.843750 Penalty: 2925.597656
	Iteration 0F: 3 clusters Score -471483.8 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -473408.343750 Penalty: 2925.597656
	Iteration 1F: 3 clusters Score -473408.3 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -473811.625000 Penalty: 2925.597656
	Iteration 2F: 3 clusters Score -473811.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -474208.687500 Penalty: 2925.597656
	Iteration 3F: 3 clusters Score -474208.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -474578.281250 Penalty: 2925.597656
	Iteration 4F: 3 clusters Score -474578.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -474944.250000 Penalty: 2925.597656
	Iteration 5F: 3 clusters Score -474944.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -475306.968750 Penalty: 2925.597656
	Iteration 6F: 3 clusters Score -475307 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -475692.750000 Penalty: 2925.597656
	Iteration 7F: 3 clusters Score -475692.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -476070.500000 Penalty: 2925.597656
	Iteration 8Q: 3 clusters Score -476070.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -476344.031250 Penalty: 2925.597656
	Iteration 9Q: 3 clusters Score -476344 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -476531.125000 Penalty: 2925.597656
	Iteration 10Q: 3 clusters Score -476531.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -476644.031250 Penalty: 2925.597656
	Iteration 11Q: 3 clusters Score -476644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -476704.531250 Penalty: 2925.597656
	Iteration 12Q: 3 clusters Score -476704.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -476734.968750 Penalty: 2925.597656
	Iteration 13Q: 3 clusters Score -476735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -476756.406250 Penalty: 2925.597656
	Iteration 14Q: 3 clusters Score -476756.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -476771.687500 Penalty: 2925.597656
	Iteration 15Q: 3 clusters Score -476771.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -476777.406250 Penalty: 2925.597656
	Iteration 16Q: 3 clusters Score -476777.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -476783.000000 Penalty: 2925.597656
	Iteration 17Q: 3 clusters Score -476783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -476785.000000 Penalty: 2925.597656
	Iteration 18Q: 3 clusters Score -476785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -476788.125000 Penalty: 2925.597656
	Iteration 19Q: 3 clusters Score -476788.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -476788.937500 Penalty: 2925.597656
	Iteration 20F: 3 clusters Score -476788.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -476791.312500 Penalty: 2925.597656
	Iteration 21Q: 3 clusters Score -476791.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -476791.562500 Penalty: 2925.597656
	Iteration 22Q: 3 clusters Score -476791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -476792.687500 Penalty: 2925.597656
	Iteration 23Q: 3 clusters Score -476792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -476794.562500 Penalty: 2925.597656
	Iteration 24Q: 3 clusters Score -476794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -476795.593750 Penalty: 2925.597656
	Iteration 25Q: 3 clusters Score -476795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -476796.218750 Penalty: 2925.597656
	Iteration 26Q: 3 clusters Score -476796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -476798.000000 Penalty: 2925.597656
	Iteration 27Q: 3 clusters Score -476798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -476797.750000 Penalty: 2925.597656
	Iteration 28Q: 3 clusters Score -476797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -476801.187500 Penalty: 2925.597656
	Iteration 29Q: 3 clusters Score -476801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -476801.781250 Penalty: 2925.597656
	Iteration 30Q: 3 clusters Score -476801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -476801.562500 Penalty: 2925.597656
	Iteration 31Q: 3 clusters Score -476801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -476802.156250 Penalty: 2925.597656
	Iteration 32Q: 3 clusters Score -476802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -476802.031250 Penalty: 2925.597656
	Iteration 33Q: 3 clusters Score -476802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -476803.218750 Penalty: 2925.597656
	Iteration 34Q: 3 clusters Score -476803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -476803.343750 Penalty: 2925.597656
	Iteration 35Q: 3 clusters Score -476803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -476805.187500 Penalty: 2925.597656
	Iteration 36Q: 3 clusters Score -476805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -476805.531250 Penalty: 2925.597656
	Iteration 37Q: 3 clusters Score -476805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -476805.156250 Penalty: 2925.597656
	Iteration 38Q: 3 clusters Score -476805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -476805.156250 Penalty: 2925.597656
	Iteration 39F: 3 clusters Score -476805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -146652.140625 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -146652.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -144210.968750 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -144211 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -144842.171875 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -144842.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -145049.625000 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -145049.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -145217.281250 Penalty: 2557.182617
	Iteration 3F: 3 clusters Score -145217.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -145364.546875 Penalty: 2557.182617
	Iteration 4F: 3 clusters Score -145364.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -145499.687500 Penalty: 2557.182617
	Iteration 5F: 3 clusters Score -145499.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -145628.921875 Penalty: 2557.182617
	Iteration 6Q: 3 clusters Score -145628.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -145796.078125 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -145796.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -145911.375000 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -145911.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -145992.906250 Penalty: 2557.182617
	Iteration 9Q: 3 clusters Score -145992.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -146049.500000 Penalty: 2557.182617
	Iteration 10Q: 3 clusters Score -146049.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -146084.781250 Penalty: 2557.182617
	Iteration 11Q: 3 clusters Score -146084.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -146107.671875 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -146107.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -146123.765625 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -146123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -146140.171875 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -146140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -146157.531250 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -146157.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -146171.921875 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -146171.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -146188.984375 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -146189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -146197.328125 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -146197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146199.437500 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -146199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146200.937500 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -146200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -146204.937500 Penalty: 2557.182617
	Iteration 21Q: 3 clusters Score -146204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146206.234375 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -146206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146208.140625 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -146208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -146209.234375 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -146209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146209.765625 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -146209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146210.015625 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -146210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -146210.015625 Penalty: 2557.182617
	Iteration 27F: 3 clusters Score -146210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Entering Unmasked Estep 
Score: -686095.375000 Penalty: 1524.469116
	Iteration 0F: 2 clusters Score -686095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -677832.125000 Penalty: 3048.938232
	Iteration 0F: 3 clusters Score -677832.1 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -680743.437500 Penalty: 3048.938232
	Iteration 1F: 3 clusters Score -680743.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -681083.187500 Penalty: 3048.938232
	Iteration 2F: 3 clusters Score -681083.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -681350.062500 Penalty: 3048.938232
	Iteration 3F: 3 clusters Score -681350.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -681555.687500 Penalty: 3048.938232
	Iteration 4Q: 3 clusters Score -681555.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -681735.000000 Penalty: 3048.938232
	Iteration 5Q: 3 clusters Score -681735 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -681870.687500 Penalty: 3048.938232
	Iteration 6Q: 3 clusters Score -681870.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -682043.187500 Penalty: 3048.938232
	Iteration 7Q: 3 clusters Score -682043.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -682230.437500 Penalty: 3048.938232
	Iteration 8Q: 3 clusters Score -682230.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -682469.562500 Penalty: 3048.938232
	Iteration 9Q: 3 clusters Score -682469.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -682717.937500 Penalty: 3048.938232
	Iteration 10Q: 3 clusters Score -682717.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -683013.875000 Penalty: 3048.938232
	Iteration 11Q: 3 clusters Score -683013.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -683310.750000 Penalty: 3048.938232
	Iteration 12Q: 3 clusters Score -683310.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -683612.125000 Penalty: 3048.938232
	Iteration 13Q: 3 clusters Score -683612.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -683900.187500 Penalty: 3048.938232
	Iteration 14Q: 3 clusters Score -683900.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -684154.687500 Penalty: 3048.938232
	Iteration 15Q: 3 clusters Score -684154.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -684337.312500 Penalty: 3048.938232
	Iteration 16Q: 3 clusters Score -684337.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -684458.812500 Penalty: 3048.938232
	Iteration 17Q: 3 clusters Score -684458.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -684549.250000 Penalty: 3048.938232
	Iteration 18Q: 3 clusters Score -684549.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -684614.187500 Penalty: 3048.938232
	Iteration 19Q: 3 clusters Score -684614.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -684657.812500 Penalty: 3048.938232
	Iteration 20F: 3 clusters Score -684657.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -684691.437500 Penalty: 3048.938232
	Iteration 21Q: 3 clusters Score -684691.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -684711.625000 Penalty: 3048.938232
	Iteration 22Q: 3 clusters Score -684711.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -684725.250000 Penalty: 3048.938232
	Iteration 23Q: 3 clusters Score -684725.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -684736.625000 Penalty: 3048.938232
	Iteration 24Q: 3 clusters Score -684736.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -684749.625000 Penalty: 3048.938232
	Iteration 25Q: 3 clusters Score -684749.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -684753.000000 Penalty: 3048.938232
	Iteration 26Q: 3 clusters Score -684753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -684761.062500 Penalty: 3048.938232
	Iteration 27Q: 3 clusters Score -684761.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -684769.000000 Penalty: 3048.938232
	Iteration 28Q: 3 clusters Score -684769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -684782.187500 Penalty: 3048.938232
	Iteration 29Q: 3 clusters Score -684782.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -684795.625000 Penalty: 3048.938232
	Iteration 30Q: 3 clusters Score -684795.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -684807.687500 Penalty: 3048.938232
	Iteration 31Q: 3 clusters Score -684807.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -684819.812500 Penalty: 3048.938232
	Iteration 32Q: 3 clusters Score -684819.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -684831.500000 Penalty: 3048.938232
	Iteration 33Q: 3 clusters Score -684831.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -684845.125000 Penalty: 3048.938232
	Iteration 34Q: 3 clusters Score -684845.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -684856.062500 Penalty: 3048.938232
	Iteration 35Q: 3 clusters Score -684856.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -684859.312500 Penalty: 3048.938232
	Iteration 36Q: 3 clusters Score -684859.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -684865.500000 Penalty: 3048.938232
	Iteration 37Q: 3 clusters Score -684865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -684868.750000 Penalty: 3048.938232
	Iteration 38Q: 3 clusters Score -684868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -684872.000000 Penalty: 3048.938232
	Iteration 39Q: 3 clusters Score -684872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -684875.062500 Penalty: 3048.938232
	Iteration 40F: 3 clusters Score -684875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -684876.250000 Penalty: 3048.938232
	Iteration 41Q: 3 clusters Score -684876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -684879.937500 Penalty: 3048.938232
	Iteration 42Q: 3 clusters Score -684879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -684881.125000 Penalty: 3048.938232
	Iteration 43Q: 3 clusters Score -684881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -684883.750000 Penalty: 3048.938232
	Iteration 44Q: 3 clusters Score -684883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -684883.625000 Penalty: 3048.938232
	Iteration 45Q: 3 clusters Score -684883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -684886.062500 Penalty: 3048.938232
	Iteration 46Q: 3 clusters Score -684886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -684886.312500 Penalty: 3048.938232
	Iteration 47Q: 3 clusters Score -684886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -684888.250000 Penalty: 3048.938232
	Iteration 48Q: 3 clusters Score -684888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -684887.250000 Penalty: 3048.938232
	Iteration 49Q: 3 clusters Score -684887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -684887.750000 Penalty: 3048.938232
	Iteration 50Q: 3 clusters Score -684887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -684886.750000 Penalty: 3048.938232
	Iteration 51Q: 3 clusters Score -684886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -684886.437500 Penalty: 3048.938232
	Iteration 52Q: 3 clusters Score -684886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -684886.687500 Penalty: 3048.938232
	Iteration 53Q: 3 clusters Score -684886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -684886.250000 Penalty: 3048.938232
	Iteration 54Q: 3 clusters Score -684886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -684886.375000 Penalty: 3048.938232
	Iteration 55Q: 3 clusters Score -684886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -684887.000000 Penalty: 3048.938232
	Iteration 56Q: 3 clusters Score -684887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -684887.000000 Penalty: 3048.938232
	Iteration 57F: 3 clusters Score -684887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -120445.796875 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -120445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -118319.421875 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -118319.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -118820.210938 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -118820.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -118937.234375 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -118937.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -119062.835938 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -119062.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -119212.078125 Penalty: 2484.443115
	Iteration 4F: 3 clusters Score -119212.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119397.882812 Penalty: 2484.443115
	Iteration 5F: 3 clusters Score -119397.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119604.125000 Penalty: 2484.443115
	Iteration 6F: 3 clusters Score -119604.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -119794.570312 Penalty: 2484.443115
	Iteration 7F: 3 clusters Score -119794.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119917.750000 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -119917.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119992.875000 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -119992.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120037.632812 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -120037.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120075.062500 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -120075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -120091.812500 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -120091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -120101.546875 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -120101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -120110.335938 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -120110.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -120115.640625 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -120115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120119.343750 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -120119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120123.195312 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -120123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120127.304688 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -120127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120128.437500 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -120128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120129.656250 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -120129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120130.132812 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -120130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120130.132812 Penalty: 2484.443115
	Iteration 22F: 3 clusters Score -120130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -185786.984375 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -185787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -183003.593750 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -183003.6 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -183747.265625 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -183747.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -183950.406250 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -183950.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -184116.765625 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -184116.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -184258.953125 Penalty: 2620.290771
	Iteration 4F: 3 clusters Score -184259 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -184376.078125 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -184376.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -184481.062500 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -184481.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -184557.453125 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -184557.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -184603.765625 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -184603.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -184635.093750 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -184635.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -184661.390625 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -184661.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -184677.296875 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -184677.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -184689.296875 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -184689.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -184696.296875 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -184696.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -184699.484375 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -184699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -184701.250000 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -184701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -184703.171875 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -184703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -184705.046875 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -184705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -184705.656250 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -184705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -184706.453125 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -184706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -184707.968750 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -184708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -184709.812500 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -184709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -184710.890625 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -184710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -184711.562500 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -184711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -184711.562500 Penalty: 2620.290771
	Iteration 24F: 3 clusters Score -184711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Entering Unmasked Estep 
Score: -656815.250000 Penalty: 1516.511963
	Iteration 0F: 2 clusters Score -656815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -648739.375000 Penalty: 3033.023926
	Iteration 0F: 3 clusters Score -648739.4 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -651510.687500 Penalty: 3033.023926
	Iteration 1F: 3 clusters Score -651510.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -651844.000000 Penalty: 3033.023926
	Iteration 2F: 3 clusters Score -651844 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -652125.375000 Penalty: 3033.023926
	Iteration 3F: 3 clusters Score -652125.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -652414.437500 Penalty: 3033.023926
	Iteration 4F: 3 clusters Score -652414.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -652764.125000 Penalty: 3033.023926
	Iteration 5F: 3 clusters Score -652764.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -653178.625000 Penalty: 3033.023926
	Iteration 6F: 3 clusters Score -653178.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -653651.375000 Penalty: 3033.023926
	Iteration 7F: 3 clusters Score -653651.4 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -654166.187500 Penalty: 3033.023926
	Iteration 8F: 3 clusters Score -654166.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -654587.625000 Penalty: 3033.023926
	Iteration 9Q: 3 clusters Score -654587.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -654897.500000 Penalty: 3033.023926
	Iteration 10Q: 3 clusters Score -654897.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -655148.500000 Penalty: 3033.023926
	Iteration 11Q: 3 clusters Score -655148.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -655314.375000 Penalty: 3033.023926
	Iteration 12Q: 3 clusters Score -655314.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -655414.375000 Penalty: 3033.023926
	Iteration 13Q: 3 clusters Score -655414.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -655472.500000 Penalty: 3033.023926
	Iteration 14Q: 3 clusters Score -655472.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -655505.750000 Penalty: 3033.023926
	Iteration 15Q: 3 clusters Score -655505.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -655518.437500 Penalty: 3033.023926
	Iteration 16Q: 3 clusters Score -655518.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -655533.875000 Penalty: 3033.023926
	Iteration 17Q: 3 clusters Score -655533.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -655541.062500 Penalty: 3033.023926
	Iteration 18Q: 3 clusters Score -655541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -655541.437500 Penalty: 3033.023926
	Iteration 19Q: 3 clusters Score -655541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -655543.750000 Penalty: 3033.023926
	Iteration 20F: 3 clusters Score -655543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -655549.937500 Penalty: 3033.023926
	Iteration 21Q: 3 clusters Score -655549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -655556.312500 Penalty: 3033.023926
	Iteration 22Q: 3 clusters Score -655556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -655561.625000 Penalty: 3033.023926
	Iteration 23Q: 3 clusters Score -655561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -655565.250000 Penalty: 3033.023926
	Iteration 24Q: 3 clusters Score -655565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -655571.375000 Penalty: 3033.023926
	Iteration 25Q: 3 clusters Score -655571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -655573.375000 Penalty: 3033.023926
	Iteration 26Q: 3 clusters Score -655573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -655574.312500 Penalty: 3033.023926
	Iteration 27Q: 3 clusters Score -655574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -655578.687500 Penalty: 3033.023926
	Iteration 28Q: 3 clusters Score -655578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -655578.625000 Penalty: 3033.023926
	Iteration 29Q: 3 clusters Score -655578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -655579.625000 Penalty: 3033.023926
	Iteration 30Q: 3 clusters Score -655579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -655579.625000 Penalty: 3033.023926
	Iteration 31F: 3 clusters Score -655579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -259674.796875 Penalty: 1363.234009
	Iteration 0F: 2 clusters Score -259674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -256058.812500 Penalty: 2726.468018
	Iteration 0F: 3 clusters Score -256058.8 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -257105.671875 Penalty: 2726.468018
	Iteration 1F: 3 clusters Score -257105.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -257367.343750 Penalty: 2726.468018
	Iteration 2F: 3 clusters Score -257367.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -257572.640625 Penalty: 2726.468018
	Iteration 3F: 3 clusters Score -257572.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -257763.687500 Penalty: 2726.468018
	Iteration 4F: 3 clusters Score -257763.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -257948.968750 Penalty: 2726.468018
	Iteration 5F: 3 clusters Score -257949 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -258160.500000 Penalty: 2726.468018
	Iteration 6F: 3 clusters Score -258160.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -258451.437500 Penalty: 2726.468018
	Iteration 7F: 3 clusters Score -258451.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -258803.437500 Penalty: 2726.468018
	Iteration 8F: 3 clusters Score -258803.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -259085.078125 Penalty: 2726.468018
	Iteration 9Q: 3 clusters Score -259085.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -259294.843750 Penalty: 2726.468018
	Iteration 10Q: 3 clusters Score -259294.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -259387.640625 Penalty: 2726.468018
	Iteration 11Q: 3 clusters Score -259387.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259432.796875 Penalty: 2726.468018
	Iteration 12Q: 3 clusters Score -259432.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -259455.156250 Penalty: 2726.468018
	Iteration 13Q: 3 clusters Score -259455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259466.296875 Penalty: 2726.468018
	Iteration 14Q: 3 clusters Score -259466.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259475.453125 Penalty: 2726.468018
	Iteration 15Q: 3 clusters Score -259475.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -259481.328125 Penalty: 2726.468018
	Iteration 16Q: 3 clusters Score -259481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -259485.515625 Penalty: 2726.468018
	Iteration 17Q: 3 clusters Score -259485.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -259491.328125 Penalty: 2726.468018
	Iteration 18Q: 3 clusters Score -259491.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -259496.875000 Penalty: 2726.468018
	Iteration 19Q: 3 clusters Score -259496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -259499.484375 Penalty: 2726.468018
	Iteration 20F: 3 clusters Score -259499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -259500.937500 Penalty: 2726.468018
	Iteration 21Q: 3 clusters Score -259500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259501.656250 Penalty: 2726.468018
	Iteration 22Q: 3 clusters Score -259501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -259501.421875 Penalty: 2726.468018
	Iteration 23Q: 3 clusters Score -259501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -259502.546875 Penalty: 2726.468018
	Iteration 24Q: 3 clusters Score -259502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259503.390625 Penalty: 2726.468018
	Iteration 25Q: 3 clusters Score -259503.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -259504.203125 Penalty: 2726.468018
	Iteration 26Q: 3 clusters Score -259504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -259505.000000 Penalty: 2726.468018
	Iteration 27Q: 3 clusters Score -259505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -259505.359375 Penalty: 2726.468018
	Iteration 28Q: 3 clusters Score -259505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -259505.359375 Penalty: 2726.468018
	Iteration 29F: 3 clusters Score -259505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -18713.320312 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -18713.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -17726.900391 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -17726.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -17933.162109 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -17933.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18008.929688 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -18008.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18045.060547 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -18045.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18064.873047 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -18064.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18070.853516 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -18070.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18074.710938 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -18074.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18075.220703 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -18075.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18075.220703 Penalty: 1974.487427
	Iteration 8F: 3 clusters Score -18075.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Entering Unmasked Estep 
Score: -587577.312500 Penalty: 1489.894287
	Iteration 0F: 2 clusters Score -587577.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -580733.812500 Penalty: 2979.788574
	Iteration 0F: 3 clusters Score -580733.8 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -582878.562500 Penalty: 2979.788574
	Iteration 1F: 3 clusters Score -582878.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -583090.687500 Penalty: 2979.788574
	Iteration 2F: 3 clusters Score -583090.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -583272.812500 Penalty: 2979.788574
	Iteration 3Q: 3 clusters Score -583272.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -583471.062500 Penalty: 2979.788574
	Iteration 4Q: 3 clusters Score -583471.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -583636.437500 Penalty: 2979.788574
	Iteration 5Q: 3 clusters Score -583636.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -583795.937500 Penalty: 2979.788574
	Iteration 6Q: 3 clusters Score -583795.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -583972.937500 Penalty: 2979.788574
	Iteration 7Q: 3 clusters Score -583972.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -584142.937500 Penalty: 2979.788574
	Iteration 8Q: 3 clusters Score -584142.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -584345.812500 Penalty: 2979.788574
	Iteration 9Q: 3 clusters Score -584345.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -584569.625000 Penalty: 2979.788574
	Iteration 10Q: 3 clusters Score -584569.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -584808.250000 Penalty: 2979.788574
	Iteration 11Q: 3 clusters Score -584808.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -585054.750000 Penalty: 2979.788574
	Iteration 12Q: 3 clusters Score -585054.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -585294.562500 Penalty: 2979.788574
	Iteration 13Q: 3 clusters Score -585294.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -585508.625000 Penalty: 2979.788574
	Iteration 14Q: 3 clusters Score -585508.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -585690.500000 Penalty: 2979.788574
	Iteration 15Q: 3 clusters Score -585690.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -585823.125000 Penalty: 2979.788574
	Iteration 16Q: 3 clusters Score -585823.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -585910.375000 Penalty: 2979.788574
	Iteration 17Q: 3 clusters Score -585910.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -585966.812500 Penalty: 2979.788574
	Iteration 18Q: 3 clusters Score -585966.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -586017.062500 Penalty: 2979.788574
	Iteration 19Q: 3 clusters Score -586017.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -586051.125000 Penalty: 2979.788574
	Iteration 20F: 3 clusters Score -586051.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -586070.187500 Penalty: 2979.788574
	Iteration 21Q: 3 clusters Score -586070.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -586085.125000 Penalty: 2979.788574
	Iteration 22Q: 3 clusters Score -586085.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -586102.125000 Penalty: 2979.788574
	Iteration 23Q: 3 clusters Score -586102.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -586111.875000 Penalty: 2979.788574
	Iteration 24Q: 3 clusters Score -586111.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -586125.625000 Penalty: 2979.788574
	Iteration 25Q: 3 clusters Score -586125.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -586135.812500 Penalty: 2979.788574
	Iteration 26Q: 3 clusters Score -586135.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -586143.812500 Penalty: 2979.788574
	Iteration 27Q: 3 clusters Score -586143.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -586148.937500 Penalty: 2979.788574
	Iteration 28Q: 3 clusters Score -586148.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -586157.250000 Penalty: 2979.788574
	Iteration 29Q: 3 clusters Score -586157.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -586165.125000 Penalty: 2979.788574
	Iteration 30Q: 3 clusters Score -586165.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -586172.312500 Penalty: 2979.788574
	Iteration 31Q: 3 clusters Score -586172.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -586179.312500 Penalty: 2979.788574
	Iteration 32Q: 3 clusters Score -586179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -586184.125000 Penalty: 2979.788574
	Iteration 33Q: 3 clusters Score -586184.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -586189.937500 Penalty: 2979.788574
	Iteration 34Q: 3 clusters Score -586189.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -586196.750000 Penalty: 2979.788574
	Iteration 35Q: 3 clusters Score -586196.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -586199.687500 Penalty: 2979.788574
	Iteration 36Q: 3 clusters Score -586199.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -586204.312500 Penalty: 2979.788574
	Iteration 37Q: 3 clusters Score -586204.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -586207.125000 Penalty: 2979.788574
	Iteration 38Q: 3 clusters Score -586207.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -586207.562500 Penalty: 2979.788574
	Iteration 39Q: 3 clusters Score -586207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -586207.687500 Penalty: 2979.788574
	Iteration 40F: 3 clusters Score -586207.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -586209.250000 Penalty: 2979.788574
	Iteration 41Q: 3 clusters Score -586209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -586210.125000 Penalty: 2979.788574
	Iteration 42Q: 3 clusters Score -586210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -586209.625000 Penalty: 2979.788574
	Iteration 43Q: 3 clusters Score -586209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -586210.500000 Penalty: 2979.788574
	Iteration 44Q: 3 clusters Score -586210.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -586210.500000 Penalty: 2979.788574
	Iteration 45F: 3 clusters Score -586210.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -21837.968750 Penalty: 988.360596
	Iteration 0F: 2 clusters Score -21837.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20813.707031 Penalty: 1976.721191
	Iteration 0F: 3 clusters Score -20813.71 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20999.671875 Penalty: 1976.721191
	Iteration 1F: 3 clusters Score -20999.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21096.378906 Penalty: 1976.721191
	Iteration 2F: 3 clusters Score -21096.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21177.324219 Penalty: 1976.721191
	Iteration 3Q: 3 clusters Score -21177.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21308.193359 Penalty: 1976.721191
	Iteration 4F: 3 clusters Score -21308.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21429.998047 Penalty: 1976.721191
	Iteration 5F: 3 clusters Score -21430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21518.853516 Penalty: 1976.721191
	Iteration 6Q: 3 clusters Score -21518.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21619.496094 Penalty: 1976.721191
	Iteration 7Q: 3 clusters Score -21619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21693.683594 Penalty: 1976.721191
	Iteration 8Q: 3 clusters Score -21693.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21729.744141 Penalty: 1976.721191
	Iteration 9Q: 3 clusters Score -21729.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21743.162109 Penalty: 1976.721191
	Iteration 10Q: 3 clusters Score -21743.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21743.162109 Penalty: 1976.721191
	Iteration 11F: 3 clusters Score -21743.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -16165.275391 Penalty: 930.082581
	Iteration 0F: 2 clusters Score -16165.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15275.830078 Penalty: 1860.165161
	Iteration 0F: 3 clusters Score -15275.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15388.784180 Penalty: 1860.165161
	Iteration 1F: 3 clusters Score -15388.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15432.962891 Penalty: 1860.165161
	Iteration 2Q: 3 clusters Score -15432.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15453.722656 Penalty: 1860.165161
	Iteration 3Q: 3 clusters Score -15453.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15471.100586 Penalty: 1860.165161
	Iteration 4Q: 3 clusters Score -15471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15491.561523 Penalty: 1860.165161
	Iteration 5Q: 3 clusters Score -15491.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15521.142578 Penalty: 1860.165161
	Iteration 6Q: 3 clusters Score -15521.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15537.567383 Penalty: 1860.165161
	Iteration 7Q: 3 clusters Score -15537.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15539.791016 Penalty: 1860.165161
	Iteration 8Q: 3 clusters Score -15539.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15539.791016 Penalty: 1860.165161
	Iteration 9F: 3 clusters Score -15539.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Entering Unmasked Estep 
Score: -1468597.500000 Penalty: 1642.996094
	Iteration 0F: 2 clusters Score -1468598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1451949.125000 Penalty: 3285.992188
	Iteration 0F: 3 clusters Score -1451949 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1458465.125000 Penalty: 3285.992188
	Iteration 1F: 3 clusters Score -1458465 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1459110.125000 Penalty: 3285.992188
	Iteration 2F: 3 clusters Score -1459110 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1459938.125000 Penalty: 3285.992188
	Iteration 3F: 3 clusters Score -1459938 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1460991.750000 Penalty: 3285.992188
	Iteration 4F: 3 clusters Score -1460992 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1462128.750000 Penalty: 3285.992188
	Iteration 5F: 3 clusters Score -1462129 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1463187.000000 Penalty: 3285.992188
	Iteration 6F: 3 clusters Score -1463187 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1464186.000000 Penalty: 3285.992188
	Iteration 7F: 3 clusters Score -1464186 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1465048.625000 Penalty: 3285.992188
	Iteration 8Q: 3 clusters Score -1465049 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1465737.375000 Penalty: 3285.992188
	Iteration 9Q: 3 clusters Score -1465737 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1466232.125000 Penalty: 3285.992188
	Iteration 10Q: 3 clusters Score -1466232 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1466576.250000 Penalty: 3285.992188
	Iteration 11Q: 3 clusters Score -1466576 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1466806.500000 Penalty: 3285.992188
	Iteration 12Q: 3 clusters Score -1466806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1466967.625000 Penalty: 3285.992188
	Iteration 13Q: 3 clusters Score -1466968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1467063.500000 Penalty: 3285.992188
	Iteration 14Q: 3 clusters Score -1467064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1467125.750000 Penalty: 3285.992188
	Iteration 15Q: 3 clusters Score -1467126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1467164.750000 Penalty: 3285.992188
	Iteration 16Q: 3 clusters Score -1467165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1467200.750000 Penalty: 3285.992188
	Iteration 17Q: 3 clusters Score -1467201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1467219.750000 Penalty: 3285.992188
	Iteration 18Q: 3 clusters Score -1467220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1467234.625000 Penalty: 3285.992188
	Iteration 19Q: 3 clusters Score -1467235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1467240.625000 Penalty: 3285.992188
	Iteration 20F: 3 clusters Score -1467241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1467243.125000 Penalty: 3285.992188
	Iteration 21Q: 3 clusters Score -1467243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1467244.500000 Penalty: 3285.992188
	Iteration 22Q: 3 clusters Score -1467244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1467248.125000 Penalty: 3285.992188
	Iteration 23Q: 3 clusters Score -1467248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1467246.625000 Penalty: 3285.992188
	Iteration 24Q: 3 clusters Score -1467247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1467247.875000 Penalty: 3285.992188
	Iteration 25Q: 3 clusters Score -1467248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1467247.875000 Penalty: 3285.992188
	Iteration 26F: 3 clusters Score -1467248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Entering Unmasked Estep 
Score: -639377.562500 Penalty: 1508.054077
	Iteration 0F: 2 clusters Score -639377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -631726.375000 Penalty: 3016.108154
	Iteration 0F: 3 clusters Score -631726.4 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -634257.937500 Penalty: 3016.108154
	Iteration 1F: 3 clusters Score -634257.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -634573.625000 Penalty: 3016.108154
	Iteration 2F: 3 clusters Score -634573.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -634885.187500 Penalty: 3016.108154
	Iteration 3F: 3 clusters Score -634885.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -635219.125000 Penalty: 3016.108154
	Iteration 4F: 3 clusters Score -635219.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -635572.062500 Penalty: 3016.108154
	Iteration 5F: 3 clusters Score -635572.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -635969.437500 Penalty: 3016.108154
	Iteration 6F: 3 clusters Score -635969.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -636390.125000 Penalty: 3016.108154
	Iteration 7F: 3 clusters Score -636390.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -636791.000000 Penalty: 3016.108154
	Iteration 8Q: 3 clusters Score -636791 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -637138.250000 Penalty: 3016.108154
	Iteration 9Q: 3 clusters Score -637138.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -637421.500000 Penalty: 3016.108154
	Iteration 10Q: 3 clusters Score -637421.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -637659.000000 Penalty: 3016.108154
	Iteration 11Q: 3 clusters Score -637659 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -637800.000000 Penalty: 3016.108154
	Iteration 12Q: 3 clusters Score -637800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -637892.062500 Penalty: 3016.108154
	Iteration 13Q: 3 clusters Score -637892.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -637962.562500 Penalty: 3016.108154
	Iteration 14Q: 3 clusters Score -637962.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -638013.687500 Penalty: 3016.108154
	Iteration 15Q: 3 clusters Score -638013.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -638050.750000 Penalty: 3016.108154
	Iteration 16Q: 3 clusters Score -638050.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -638076.000000 Penalty: 3016.108154
	Iteration 17Q: 3 clusters Score -638076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -638098.187500 Penalty: 3016.108154
	Iteration 18Q: 3 clusters Score -638098.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -638119.625000 Penalty: 3016.108154
	Iteration 19Q: 3 clusters Score -638119.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -638135.000000 Penalty: 3016.108154
	Iteration 20F: 3 clusters Score -638135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -638148.062500 Penalty: 3016.108154
	Iteration 21Q: 3 clusters Score -638148.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -638158.625000 Penalty: 3016.108154
	Iteration 22Q: 3 clusters Score -638158.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -638170.187500 Penalty: 3016.108154
	Iteration 23Q: 3 clusters Score -638170.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -638180.062500 Penalty: 3016.108154
	Iteration 24Q: 3 clusters Score -638180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -638187.312500 Penalty: 3016.108154
	Iteration 25Q: 3 clusters Score -638187.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -638194.312500 Penalty: 3016.108154
	Iteration 26Q: 3 clusters Score -638194.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -638200.062500 Penalty: 3016.108154
	Iteration 27Q: 3 clusters Score -638200.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -638207.437500 Penalty: 3016.108154
	Iteration 28Q: 3 clusters Score -638207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -638212.750000 Penalty: 3016.108154
	Iteration 29Q: 3 clusters Score -638212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -638216.375000 Penalty: 3016.108154
	Iteration 30Q: 3 clusters Score -638216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -638219.562500 Penalty: 3016.108154
	Iteration 31Q: 3 clusters Score -638219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -638224.687500 Penalty: 3016.108154
	Iteration 32Q: 3 clusters Score -638224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -638227.625000 Penalty: 3016.108154
	Iteration 33Q: 3 clusters Score -638227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -638228.875000 Penalty: 3016.108154
	Iteration 34Q: 3 clusters Score -638228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -638231.312500 Penalty: 3016.108154
	Iteration 35Q: 3 clusters Score -638231.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -638230.437500 Penalty: 3016.108154
	Iteration 36Q: 3 clusters Score -638230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -638233.187500 Penalty: 3016.108154
	Iteration 37Q: 3 clusters Score -638233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -638235.750000 Penalty: 3016.108154
	Iteration 38Q: 3 clusters Score -638235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -638240.500000 Penalty: 3016.108154
	Iteration 39Q: 3 clusters Score -638240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -638243.750000 Penalty: 3016.108154
	Iteration 40F: 3 clusters Score -638243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -638247.562500 Penalty: 3016.108154
	Iteration 41Q: 3 clusters Score -638247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -638251.000000 Penalty: 3016.108154
	Iteration 42Q: 3 clusters Score -638251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -638251.500000 Penalty: 3016.108154
	Iteration 43Q: 3 clusters Score -638251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -638253.312500 Penalty: 3016.108154
	Iteration 44Q: 3 clusters Score -638253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -638254.875000 Penalty: 3016.108154
	Iteration 45Q: 3 clusters Score -638254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -638257.937500 Penalty: 3016.108154
	Iteration 46Q: 3 clusters Score -638257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -638259.312500 Penalty: 3016.108154
	Iteration 47Q: 3 clusters Score -638259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -638261.000000 Penalty: 3016.108154
	Iteration 48Q: 3 clusters Score -638261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -638263.375000 Penalty: 3016.108154
	Iteration 49Q: 3 clusters Score -638263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -638267.250000 Penalty: 3016.108154
	Iteration 50Q: 3 clusters Score -638267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -638268.062500 Penalty: 3016.108154
	Iteration 51Q: 3 clusters Score -638268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -638271.937500 Penalty: 3016.108154
	Iteration 52Q: 3 clusters Score -638271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -638275.312500 Penalty: 3016.108154
	Iteration 53Q: 3 clusters Score -638275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -638279.000000 Penalty: 3016.108154
	Iteration 54Q: 3 clusters Score -638279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -638280.750000 Penalty: 3016.108154
	Iteration 55Q: 3 clusters Score -638280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -638286.187500 Penalty: 3016.108154
	Iteration 56Q: 3 clusters Score -638286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -638291.125000 Penalty: 3016.108154
	Iteration 57Q: 3 clusters Score -638291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -638294.062500 Penalty: 3016.108154
	Iteration 58Q: 3 clusters Score -638294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -638294.750000 Penalty: 3016.108154
	Iteration 59Q: 3 clusters Score -638294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -638294.750000 Penalty: 3016.108154
	Iteration 60F: 3 clusters Score -638294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -186678.765625 Penalty: 1321.946167
	Iteration 0F: 2 clusters Score -186678.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -183703.921875 Penalty: 2643.892334
	Iteration 0F: 3 clusters Score -183703.9 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -184484.234375 Penalty: 2643.892334
	Iteration 1F: 3 clusters Score -184484.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -184679.437500 Penalty: 2643.892334
	Iteration 2F: 3 clusters Score -184679.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -184849.984375 Penalty: 2643.892334
	Iteration 3F: 3 clusters Score -184850 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -184996.718750 Penalty: 2643.892334
	Iteration 4F: 3 clusters Score -184996.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -185174.359375 Penalty: 2643.892334
	Iteration 5F: 3 clusters Score -185174.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185340.312500 Penalty: 2643.892334
	Iteration 6F: 3 clusters Score -185340.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -185465.015625 Penalty: 2643.892334
	Iteration 7Q: 3 clusters Score -185465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -185557.406250 Penalty: 2643.892334
	Iteration 8Q: 3 clusters Score -185557.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -185623.531250 Penalty: 2643.892334
	Iteration 9Q: 3 clusters Score -185623.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -185683.296875 Penalty: 2643.892334
	Iteration 10Q: 3 clusters Score -185683.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185730.546875 Penalty: 2643.892334
	Iteration 11Q: 3 clusters Score -185730.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -185753.828125 Penalty: 2643.892334
	Iteration 12Q: 3 clusters Score -185753.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -185768.484375 Penalty: 2643.892334
	Iteration 13Q: 3 clusters Score -185768.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -185777.515625 Penalty: 2643.892334
	Iteration 14Q: 3 clusters Score -185777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185782.187500 Penalty: 2643.892334
	Iteration 15Q: 3 clusters Score -185782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -185784.406250 Penalty: 2643.892334
	Iteration 16Q: 3 clusters Score -185784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -185785.968750 Penalty: 2643.892334
	Iteration 17Q: 3 clusters Score -185786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -185788.093750 Penalty: 2643.892334
	Iteration 18Q: 3 clusters Score -185788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -185788.250000 Penalty: 2643.892334
	Iteration 19Q: 3 clusters Score -185788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -185790.546875 Penalty: 2643.892334
	Iteration 20F: 3 clusters Score -185790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185793.187500 Penalty: 2643.892334
	Iteration 21Q: 3 clusters Score -185793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -185794.359375 Penalty: 2643.892334
	Iteration 22Q: 3 clusters Score -185794.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -185795.625000 Penalty: 2643.892334
	Iteration 23Q: 3 clusters Score -185795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -185798.343750 Penalty: 2643.892334
	Iteration 24Q: 3 clusters Score -185798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -185799.703125 Penalty: 2643.892334
	Iteration 25Q: 3 clusters Score -185799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -185801.031250 Penalty: 2643.892334
	Iteration 26Q: 3 clusters Score -185801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -185802.328125 Penalty: 2643.892334
	Iteration 27Q: 3 clusters Score -185802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -185803.656250 Penalty: 2643.892334
	Iteration 28Q: 3 clusters Score -185803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -185805.343750 Penalty: 2643.892334
	Iteration 29Q: 3 clusters Score -185805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -185805.312500 Penalty: 2643.892334
	Iteration 30Q: 3 clusters Score -185805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -185805.312500 Penalty: 2643.892334
	Iteration 31F: 3 clusters Score -185805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -319714.375000 Penalty: 1398.375366
	Iteration 0F: 2 clusters Score -319714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -315442.062500 Penalty: 2796.750732
	Iteration 0F: 3 clusters Score -315442.1 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -316550.468750 Penalty: 2796.750732
	Iteration 1F: 3 clusters Score -316550.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -316707.031250 Penalty: 2796.750732
	Iteration 2F: 3 clusters Score -316707 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -316849.093750 Penalty: 2796.750732
	Iteration 3F: 3 clusters Score -316849.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -316982.906250 Penalty: 2796.750732
	Iteration 4Q: 3 clusters Score -316982.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -317127.875000 Penalty: 2796.750732
	Iteration 5Q: 3 clusters Score -317127.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -317293.656250 Penalty: 2796.750732
	Iteration 6Q: 3 clusters Score -317293.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -317438.906250 Penalty: 2796.750732
	Iteration 7Q: 3 clusters Score -317438.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -317586.656250 Penalty: 2796.750732
	Iteration 8Q: 3 clusters Score -317586.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -317769.093750 Penalty: 2796.750732
	Iteration 9Q: 3 clusters Score -317769.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -317930.156250 Penalty: 2796.750732
	Iteration 10Q: 3 clusters Score -317930.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -318045.437500 Penalty: 2796.750732
	Iteration 11Q: 3 clusters Score -318045.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -318136.375000 Penalty: 2796.750732
	Iteration 12Q: 3 clusters Score -318136.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -318212.406250 Penalty: 2796.750732
	Iteration 13Q: 3 clusters Score -318212.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -318280.437500 Penalty: 2796.750732
	Iteration 14Q: 3 clusters Score -318280.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -318334.718750 Penalty: 2796.750732
	Iteration 15Q: 3 clusters Score -318334.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -318371.656250 Penalty: 2796.750732
	Iteration 16Q: 3 clusters Score -318371.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -318391.750000 Penalty: 2796.750732
	Iteration 17Q: 3 clusters Score -318391.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -318407.781250 Penalty: 2796.750732
	Iteration 18Q: 3 clusters Score -318407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -318422.625000 Penalty: 2796.750732
	Iteration 19Q: 3 clusters Score -318422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -318442.000000 Penalty: 2796.750732
	Iteration 20F: 3 clusters Score -318442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -318450.437500 Penalty: 2796.750732
	Iteration 21Q: 3 clusters Score -318450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -318454.812500 Penalty: 2796.750732
	Iteration 22Q: 3 clusters Score -318454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -318461.125000 Penalty: 2796.750732
	Iteration 23Q: 3 clusters Score -318461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -318470.625000 Penalty: 2796.750732
	Iteration 24Q: 3 clusters Score -318470.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -318483.625000 Penalty: 2796.750732
	Iteration 25Q: 3 clusters Score -318483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -318493.156250 Penalty: 2796.750732
	Iteration 26Q: 3 clusters Score -318493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -318499.468750 Penalty: 2796.750732
	Iteration 27Q: 3 clusters Score -318499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -318507.937500 Penalty: 2796.750732
	Iteration 28Q: 3 clusters Score -318507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -318518.218750 Penalty: 2796.750732
	Iteration 29Q: 3 clusters Score -318518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -318527.593750 Penalty: 2796.750732
	Iteration 30Q: 3 clusters Score -318527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -318533.625000 Penalty: 2796.750732
	Iteration 31Q: 3 clusters Score -318533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -318536.250000 Penalty: 2796.750732
	Iteration 32Q: 3 clusters Score -318536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -318536.906250 Penalty: 2796.750732
	Iteration 33Q: 3 clusters Score -318536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -318537.812500 Penalty: 2796.750732
	Iteration 34Q: 3 clusters Score -318537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -318538.562500 Penalty: 2796.750732
	Iteration 35Q: 3 clusters Score -318538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -318538.843750 Penalty: 2796.750732
	Iteration 36Q: 3 clusters Score -318538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -318538.843750 Penalty: 2796.750732
	Iteration 37F: 3 clusters Score -318538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -59367.734375 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -59367.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -57856.523438 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -57856.52 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58199.386719 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -58199.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58320.953125 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -58320.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -58419.515625 Penalty: 2280.106445
	Iteration 3F: 3 clusters Score -58419.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58535.250000 Penalty: 2280.106445
	Iteration 4F: 3 clusters Score -58535.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -58668.609375 Penalty: 2280.106445
	Iteration 5F: 3 clusters Score -58668.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -58769.753906 Penalty: 2280.106445
	Iteration 6F: 3 clusters Score -58769.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -58860.199219 Penalty: 2280.106445
	Iteration 7F: 3 clusters Score -58860.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58929.808594 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -58929.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -58973.566406 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -58973.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59034.367188 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -59034.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59087.875000 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -59087.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59122.750000 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -59122.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -59137.328125 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -59137.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59157.660156 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -59157.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59166.957031 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -59166.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59174.515625 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -59174.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59175.347656 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -59175.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59175.347656 Penalty: 2280.106445
	Iteration 18F: 3 clusters Score -59175.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Entering Unmasked Estep 
Score: -554330.312500 Penalty: 1494.718506
	Iteration 0F: 2 clusters Score -554330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -547220.562500 Penalty: 2989.437012
	Iteration 0F: 3 clusters Score -547220.6 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -549547.062500 Penalty: 2989.437012
	Iteration 1F: 3 clusters Score -549547.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -549882.437500 Penalty: 2989.437012
	Iteration 2F: 3 clusters Score -549882.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -550214.000000 Penalty: 2989.437012
	Iteration 3F: 3 clusters Score -550214 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -550517.500000 Penalty: 2989.437012
	Iteration 4F: 3 clusters Score -550517.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -550792.125000 Penalty: 2989.437012
	Iteration 5F: 3 clusters Score -550792.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -551110.875000 Penalty: 2989.437012
	Iteration 6Q: 3 clusters Score -551110.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -551433.187500 Penalty: 2989.437012
	Iteration 7Q: 3 clusters Score -551433.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -551730.937500 Penalty: 2989.437012
	Iteration 8Q: 3 clusters Score -551730.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -551977.687500 Penalty: 2989.437012
	Iteration 9Q: 3 clusters Score -551977.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -552177.250000 Penalty: 2989.437012
	Iteration 10Q: 3 clusters Score -552177.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -552358.312500 Penalty: 2989.437012
	Iteration 11Q: 3 clusters Score -552358.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -552499.750000 Penalty: 2989.437012
	Iteration 12Q: 3 clusters Score -552499.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -552612.000000 Penalty: 2989.437012
	Iteration 13Q: 3 clusters Score -552612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -552693.750000 Penalty: 2989.437012
	Iteration 14Q: 3 clusters Score -552693.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -552765.875000 Penalty: 2989.437012
	Iteration 15Q: 3 clusters Score -552765.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -552846.750000 Penalty: 2989.437012
	Iteration 16Q: 3 clusters Score -552846.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -552913.187500 Penalty: 2989.437012
	Iteration 17Q: 3 clusters Score -552913.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -552970.500000 Penalty: 2989.437012
	Iteration 18Q: 3 clusters Score -552970.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -553013.250000 Penalty: 2989.437012
	Iteration 19Q: 3 clusters Score -553013.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -553048.625000 Penalty: 2989.437012
	Iteration 20F: 3 clusters Score -553048.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -553075.000000 Penalty: 2989.437012
	Iteration 21Q: 3 clusters Score -553075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -553090.687500 Penalty: 2989.437012
	Iteration 22Q: 3 clusters Score -553090.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -553111.312500 Penalty: 2989.437012
	Iteration 23Q: 3 clusters Score -553111.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -553128.562500 Penalty: 2989.437012
	Iteration 24Q: 3 clusters Score -553128.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -553139.812500 Penalty: 2989.437012
	Iteration 25Q: 3 clusters Score -553139.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -553153.187500 Penalty: 2989.437012
	Iteration 26Q: 3 clusters Score -553153.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -553163.625000 Penalty: 2989.437012
	Iteration 27Q: 3 clusters Score -553163.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -553172.125000 Penalty: 2989.437012
	Iteration 28Q: 3 clusters Score -553172.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -553180.500000 Penalty: 2989.437012
	Iteration 29Q: 3 clusters Score -553180.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -553189.437500 Penalty: 2989.437012
	Iteration 30Q: 3 clusters Score -553189.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -553196.250000 Penalty: 2989.437012
	Iteration 31Q: 3 clusters Score -553196.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -553200.375000 Penalty: 2989.437012
	Iteration 32Q: 3 clusters Score -553200.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -553206.937500 Penalty: 2989.437012
	Iteration 33Q: 3 clusters Score -553206.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -553212.187500 Penalty: 2989.437012
	Iteration 34Q: 3 clusters Score -553212.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -553215.500000 Penalty: 2989.437012
	Iteration 35Q: 3 clusters Score -553215.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -553219.937500 Penalty: 2989.437012
	Iteration 36Q: 3 clusters Score -553219.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -553222.375000 Penalty: 2989.437012
	Iteration 37Q: 3 clusters Score -553222.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -553228.625000 Penalty: 2989.437012
	Iteration 38Q: 3 clusters Score -553228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -553231.062500 Penalty: 2989.437012
	Iteration 39Q: 3 clusters Score -553231.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -553231.625000 Penalty: 2989.437012
	Iteration 40F: 3 clusters Score -553231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -553233.500000 Penalty: 2989.437012
	Iteration 41Q: 3 clusters Score -553233.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -553234.125000 Penalty: 2989.437012
	Iteration 42Q: 3 clusters Score -553234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -553234.500000 Penalty: 2989.437012
	Iteration 43Q: 3 clusters Score -553234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -553234.437500 Penalty: 2989.437012
	Iteration 44Q: 3 clusters Score -553234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -553237.312500 Penalty: 2989.437012
	Iteration 45Q: 3 clusters Score -553237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -553237.687500 Penalty: 2989.437012
	Iteration 46Q: 3 clusters Score -553237.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -553238.187500 Penalty: 2989.437012
	Iteration 47Q: 3 clusters Score -553238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -553237.187500 Penalty: 2989.437012
	Iteration 48Q: 3 clusters Score -553237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -553237.312500 Penalty: 2989.437012
	Iteration 49Q: 3 clusters Score -553237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -553238.375000 Penalty: 2989.437012
	Iteration 50Q: 3 clusters Score -553238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -553239.750000 Penalty: 2989.437012
	Iteration 51Q: 3 clusters Score -553239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -553239.000000 Penalty: 2989.437012
	Iteration 52Q: 3 clusters Score -553239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -553240.375000 Penalty: 2989.437012
	Iteration 53Q: 3 clusters Score -553240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -553240.312500 Penalty: 2989.437012
	Iteration 54Q: 3 clusters Score -553240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -553241.250000 Penalty: 2989.437012
	Iteration 55Q: 3 clusters Score -553241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -553241.250000 Penalty: 2989.437012
	Iteration 56F: 3 clusters Score -553241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -87418.101562 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -87418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -85651.445312 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -85651.45 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -86075.039062 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -86075.04 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -86171.359375 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -86171.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -86243.335938 Penalty: 2393.683594
	Iteration 3Q: 3 clusters Score -86243.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -86291.515625 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -86291.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86337.320312 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -86337.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -86368.320312 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -86368.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86398.304688 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -86398.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86427.039062 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -86427.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86451.882812 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -86451.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86470.054688 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -86470.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -86483.429688 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -86483.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86498.820312 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -86498.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86504.015625 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -86504.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86507.093750 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -86507.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86508.062500 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -86508.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -86508.062500 Penalty: 2393.683594
	Iteration 16F: 3 clusters Score -86508.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -40320.300781 Penalty: 1069.353760
	Iteration 0F: 2 clusters Score -40320.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -39072.187500 Penalty: 2138.707520
	Iteration 0F: 3 clusters Score -39072.19 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39250.976562 Penalty: 2138.707520
	Iteration 1F: 3 clusters Score -39250.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39299.246094 Penalty: 2138.707520
	Iteration 2F: 3 clusters Score -39299.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39362.312500 Penalty: 2138.707520
	Iteration 3Q: 3 clusters Score -39362.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39410.593750 Penalty: 2138.707520
	Iteration 4Q: 3 clusters Score -39410.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39442.164062 Penalty: 2138.707520
	Iteration 5Q: 3 clusters Score -39442.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39462.613281 Penalty: 2138.707520
	Iteration 6Q: 3 clusters Score -39462.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -39480.042969 Penalty: 2138.707520
	Iteration 7Q: 3 clusters Score -39480.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39504.859375 Penalty: 2138.707520
	Iteration 8Q: 3 clusters Score -39504.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -39539.312500 Penalty: 2138.707520
	Iteration 9Q: 3 clusters Score -39539.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -39561.703125 Penalty: 2138.707520
	Iteration 10Q: 3 clusters Score -39561.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39575.695312 Penalty: 2138.707520
	Iteration 11Q: 3 clusters Score -39575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -39587.425781 Penalty: 2138.707520
	Iteration 12Q: 3 clusters Score -39587.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -39597.957031 Penalty: 2138.707520
	Iteration 13Q: 3 clusters Score -39597.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39605.734375 Penalty: 2138.707520
	Iteration 14Q: 3 clusters Score -39605.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39607.984375 Penalty: 2138.707520
	Iteration 15Q: 3 clusters Score -39607.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39611.855469 Penalty: 2138.707520
	Iteration 16Q: 3 clusters Score -39611.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39615.832031 Penalty: 2138.707520
	Iteration 17Q: 3 clusters Score -39615.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39616.371094 Penalty: 2138.707520
	Iteration 18Q: 3 clusters Score -39616.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39616.371094 Penalty: 2138.707520
	Iteration 19F: 3 clusters Score -39616.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -75664.000000 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -75664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74066.085938 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -74066.09 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -74317.750000 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -74317.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74387.484375 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -74387.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74434.625000 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -74434.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74473.500000 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -74473.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74499.695312 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -74499.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -74516.523438 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -74516.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -74535.554688 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -74535.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74555.539062 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -74555.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -74582.968750 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -74582.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74605.398438 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -74605.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74618.195312 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -74618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -74627.609375 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -74627.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74636.757812 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -74636.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74641.765625 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -74641.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74647.039062 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -74647.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74649.250000 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -74649.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74651.234375 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -74651.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74654.117188 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -74654.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -74658.718750 Penalty: 2325.250000
	Iteration 19Q: 3 clusters Score -74658.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74665.789062 Penalty: 2325.250000
	Iteration 20F: 3 clusters Score -74665.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74669.898438 Penalty: 2325.250000
	Iteration 21Q: 3 clusters Score -74669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74674.648438 Penalty: 2325.250000
	Iteration 22Q: 3 clusters Score -74674.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -74678.039062 Penalty: 2325.250000
	Iteration 23Q: 3 clusters Score -74678.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74682.117188 Penalty: 2325.250000
	Iteration 24Q: 3 clusters Score -74682.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74684.250000 Penalty: 2325.250000
	Iteration 25Q: 3 clusters Score -74684.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -74686.906250 Penalty: 2325.250000
	Iteration 26Q: 3 clusters Score -74686.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74688.820312 Penalty: 2325.250000
	Iteration 27Q: 3 clusters Score -74688.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74692.320312 Penalty: 2325.250000
	Iteration 28Q: 3 clusters Score -74692.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74693.148438 Penalty: 2325.250000
	Iteration 29Q: 3 clusters Score -74693.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74693.617188 Penalty: 2325.250000
	Iteration 30Q: 3 clusters Score -74693.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74694.281250 Penalty: 2325.250000
	Iteration 31Q: 3 clusters Score -74694.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74694.398438 Penalty: 2325.250000
	Iteration 32Q: 3 clusters Score -74694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74694.398438 Penalty: 2325.250000
	Iteration 33F: 3 clusters Score -74694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -125164.882812 Penalty: 1279.583252
	Iteration 0F: 2 clusters Score -125164.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -122711.289062 Penalty: 2559.166504
	Iteration 0F: 3 clusters Score -122711.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -123324.867188 Penalty: 2559.166504
	Iteration 1F: 3 clusters Score -123324.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -123461.554688 Penalty: 2559.166504
	Iteration 2F: 3 clusters Score -123461.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -123549.835938 Penalty: 2559.166504
	Iteration 3Q: 3 clusters Score -123549.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -123613.375000 Penalty: 2559.166504
	Iteration 4Q: 3 clusters Score -123613.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -123666.656250 Penalty: 2559.166504
	Iteration 5Q: 3 clusters Score -123666.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -123717.851562 Penalty: 2559.166504
	Iteration 6Q: 3 clusters Score -123717.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -123755.828125 Penalty: 2559.166504
	Iteration 7Q: 3 clusters Score -123755.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -123793.226562 Penalty: 2559.166504
	Iteration 8Q: 3 clusters Score -123793.2 nChanged 59
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: -123839.195312 Penalty: 2559.166504
	Iteration 9Q: 3 clusters Score -123839.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -123888.703125 Penalty: 2559.166504
	Iteration 10Q: 3 clusters Score -123888.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -123931.078125 Penalty: 2559.166504
	Iteration 11Q: 3 clusters Score -123931.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -123963.164062 Penalty: 2559.166504
	Iteration 12Q: 3 clusters Score -123963.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -123988.718750 Penalty: 2559.166504
	Iteration 13Q: 3 clusters Score -123988.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -124011.812500 Penalty: 2559.166504
	Iteration 14Q: 3 clusters Score -124011.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -124035.359375 Penalty: 2559.166504
	Iteration 15Q: 3 clusters Score -124035.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -124048.351562 Penalty: 2559.166504
	Iteration 16Q: 3 clusters Score -124048.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -124062.750000 Penalty: 2559.166504
	Iteration 17Q: 3 clusters Score -124062.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -124068.390625 Penalty: 2559.166504
	Iteration 18Q: 3 clusters Score -124068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -124070.429688 Penalty: 2559.166504
	Iteration 19Q: 3 clusters Score -124070.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -124074.984375 Penalty: 2559.166504
	Iteration 20F: 3 clusters Score -124075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -124080.820312 Penalty: 2559.166504
	Iteration 21Q: 3 clusters Score -124080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -124085.257812 Penalty: 2559.166504
	Iteration 22Q: 3 clusters Score -124085.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -124087.695312 Penalty: 2559.166504
	Iteration 23Q: 3 clusters Score -124087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -124091.179688 Penalty: 2559.166504
	Iteration 24Q: 3 clusters Score -124091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -124095.078125 Penalty: 2559.166504
	Iteration 25Q: 3 clusters Score -124095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -124099.148438 Penalty: 2559.166504
	Iteration 26Q: 3 clusters Score -124099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -124100.992188 Penalty: 2559.166504
	Iteration 27Q: 3 clusters Score -124101 nChanged 9
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: -124103.828125 Penalty: 2559.166504
	Iteration 28Q: 3 clusters Score -124103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -124105.601562 Penalty: 2559.166504
	Iteration 29Q: 3 clusters Score -124105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -124107.195312 Penalty: 2559.166504
	Iteration 30Q: 3 clusters Score -124107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -124107.304688 Penalty: 2559.166504
	Iteration 31Q: 3 clusters Score -124107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -124107.304688 Penalty: 2559.166504
	Iteration 32F: 3 clusters Score -124107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -103323.125000 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -103323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -101407.484375 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -101407.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -101811.179688 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -101811.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -101937.187500 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -101937.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -102016.843750 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -102016.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -102059.304688 Penalty: 2435.689697
	Iteration 4Q: 3 clusters Score -102059.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -102096.648438 Penalty: 2435.689697
	Iteration 5Q: 3 clusters Score -102096.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -102121.453125 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -102121.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -102141.492188 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -102141.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -102161.093750 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -102161.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -102182.304688 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -102182.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -102196.835938 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -102196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -102201.343750 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -102201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -102202.992188 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -102203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -102204.804688 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -102204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -102206.296875 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -102206.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -102209.210938 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -102209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -102212.148438 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -102212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -102212.710938 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -102212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -102213.531250 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -102213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -102213.531250 Penalty: 2435.689697
	Iteration 19F: 3 clusters Score -102213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -24127.324219 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -24127.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22942.732422 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -22942.73 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23260.042969 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -23260.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23345.849609 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -23345.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23400.658203 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -23400.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23447.140625 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -23447.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23474.138672 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -23474.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23482.607422 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -23482.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23494.337891 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -23494.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23506.986328 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -23506.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23511.070312 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -23511.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23518.435547 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -23518.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23531.904297 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -23531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -23539.048828 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -23539.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -23550.679688 Penalty: 2123.953369
	Iteration 13Q: 3 clusters Score -23550.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23561.361328 Penalty: 2123.953369
	Iteration 14Q: 3 clusters Score -23561.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -23573.666016 Penalty: 2123.953369
	Iteration 15Q: 3 clusters Score -23573.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -23583.306641 Penalty: 2123.953369
	Iteration 16Q: 3 clusters Score -23583.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23593.691406 Penalty: 2123.953369
	Iteration 17Q: 3 clusters Score -23593.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23595.460938 Penalty: 2123.953369
	Iteration 18Q: 3 clusters Score -23595.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23597.025391 Penalty: 2123.953369
	Iteration 19Q: 3 clusters Score -23597.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23598.830078 Penalty: 2123.953369
	Iteration 20F: 3 clusters Score -23598.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -241808.312500 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -241808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -237870.375000 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -237870.4 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -239140.125000 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -239140.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -239405.093750 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -239405.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -239589.406250 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -239589.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -239713.906250 Penalty: 2767.567383
	Iteration 4Q: 3 clusters Score -239713.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -239801.640625 Penalty: 2767.567383
	Iteration 5Q: 3 clusters Score -239801.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -239872.015625 Penalty: 2767.567383
	Iteration 6Q: 3 clusters Score -239872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -239936.703125 Penalty: 2767.567383
	Iteration 7Q: 3 clusters Score -239936.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -239988.484375 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -239988.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -240035.578125 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -240035.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -240081.859375 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -240081.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -240139.171875 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -240139.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -240204.500000 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -240204.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -240281.875000 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -240281.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -240360.593750 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -240360.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -240415.140625 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -240415.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -240447.734375 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -240447.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -240474.234375 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -240474.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -240495.390625 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -240495.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -240513.843750 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -240513.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -240526.750000 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -240526.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -240540.937500 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -240540.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -240554.609375 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -240554.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -240569.750000 Penalty: 2767.567383
	Iteration 23Q: 3 clusters Score -240569.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -240580.234375 Penalty: 2767.567383
	Iteration 24Q: 3 clusters Score -240580.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -240585.546875 Penalty: 2767.567383
	Iteration 25Q: 3 clusters Score -240585.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -240593.531250 Penalty: 2767.567383
	Iteration 26Q: 3 clusters Score -240593.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -240599.515625 Penalty: 2767.567383
	Iteration 27Q: 3 clusters Score -240599.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -240602.218750 Penalty: 2767.567383
	Iteration 28Q: 3 clusters Score -240602.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -240606.859375 Penalty: 2767.567383
	Iteration 29Q: 3 clusters Score -240606.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -240611.781250 Penalty: 2767.567383
	Iteration 30Q: 3 clusters Score -240611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -240616.734375 Penalty: 2767.567383
	Iteration 31Q: 3 clusters Score -240616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -240619.609375 Penalty: 2767.567383
	Iteration 32Q: 3 clusters Score -240619.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -240624.109375 Penalty: 2767.567383
	Iteration 33Q: 3 clusters Score -240624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -240627.515625 Penalty: 2767.567383
	Iteration 34Q: 3 clusters Score -240627.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -240630.125000 Penalty: 2767.567383
	Iteration 35Q: 3 clusters Score -240630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -240631.515625 Penalty: 2767.567383
	Iteration 36Q: 3 clusters Score -240631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -240633.906250 Penalty: 2767.567383
	Iteration 37Q: 3 clusters Score -240633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -240636.484375 Penalty: 2767.567383
	Iteration 38Q: 3 clusters Score -240636.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -240636.843750 Penalty: 2767.567383
	Iteration 39Q: 3 clusters Score -240636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -240637.968750 Penalty: 2767.567383
	Iteration 40F: 3 clusters Score -240638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -240637.921875 Penalty: 2767.567383
	Iteration 41Q: 3 clusters Score -240637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -240637.890625 Penalty: 2767.567383
	Iteration 42Q: 3 clusters Score -240637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -240638.140625 Penalty: 2767.567383
	Iteration 43Q: 3 clusters Score -240638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -240639.046875 Penalty: 2767.567383
	Iteration 44Q: 3 clusters Score -240639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -240639.453125 Penalty: 2767.567383
	Iteration 45Q: 3 clusters Score -240639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -240640.828125 Penalty: 2767.567383
	Iteration 46Q: 3 clusters Score -240640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -240641.062500 Penalty: 2767.567383
	Iteration 47Q: 3 clusters Score -240641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -240640.312500 Penalty: 2767.567383
	Iteration 48Q: 3 clusters Score -240640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -240640.312500 Penalty: 2767.567383
	Iteration 49F: 3 clusters Score -240640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -233981.593750 Penalty: 1351.279541
	Iteration 0F: 2 clusters Score -233981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -230567.250000 Penalty: 2702.559082
	Iteration 0F: 3 clusters Score -230567.2 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -231438.140625 Penalty: 2702.559082
	Iteration 1F: 3 clusters Score -231438.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -231594.125000 Penalty: 2702.559082
	Iteration 2F: 3 clusters Score -231594.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -231681.078125 Penalty: 2702.559082
	Iteration 3Q: 3 clusters Score -231681.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -231732.093750 Penalty: 2702.559082
	Iteration 4Q: 3 clusters Score -231732.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -231763.843750 Penalty: 2702.559082
	Iteration 5Q: 3 clusters Score -231763.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -231785.796875 Penalty: 2702.559082
	Iteration 6Q: 3 clusters Score -231785.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -231808.546875 Penalty: 2702.559082
	Iteration 7Q: 3 clusters Score -231808.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -231826.171875 Penalty: 2702.559082
	Iteration 8Q: 3 clusters Score -231826.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -231840.843750 Penalty: 2702.559082
	Iteration 9Q: 3 clusters Score -231840.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -231857.718750 Penalty: 2702.559082
	Iteration 10Q: 3 clusters Score -231857.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -231872.828125 Penalty: 2702.559082
	Iteration 11Q: 3 clusters Score -231872.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -231880.265625 Penalty: 2702.559082
	Iteration 12Q: 3 clusters Score -231880.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -231890.953125 Penalty: 2702.559082
	Iteration 13Q: 3 clusters Score -231891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -231896.734375 Penalty: 2702.559082
	Iteration 14Q: 3 clusters Score -231896.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -231900.468750 Penalty: 2702.559082
	Iteration 15Q: 3 clusters Score -231900.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -231904.125000 Penalty: 2702.559082
	Iteration 16Q: 3 clusters Score -231904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -231907.218750 Penalty: 2702.559082
	Iteration 17Q: 3 clusters Score -231907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -231909.468750 Penalty: 2702.559082
	Iteration 18Q: 3 clusters Score -231909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -231910.578125 Penalty: 2702.559082
	Iteration 19Q: 3 clusters Score -231910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -231911.343750 Penalty: 2702.559082
	Iteration 20F: 3 clusters Score -231911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -231912.031250 Penalty: 2702.559082
	Iteration 21Q: 3 clusters Score -231912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -231913.234375 Penalty: 2702.559082
	Iteration 22Q: 3 clusters Score -231913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -231915.640625 Penalty: 2702.559082
	Iteration 23Q: 3 clusters Score -231915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -231917.421875 Penalty: 2702.559082
	Iteration 24Q: 3 clusters Score -231917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -231918.703125 Penalty: 2702.559082
	Iteration 25Q: 3 clusters Score -231918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -231919.687500 Penalty: 2702.559082
	Iteration 26Q: 3 clusters Score -231919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -231920.203125 Penalty: 2702.559082
	Iteration 27Q: 3 clusters Score -231920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -231921.125000 Penalty: 2702.559082
	Iteration 28Q: 3 clusters Score -231921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -231921.421875 Penalty: 2702.559082
	Iteration 29Q: 3 clusters Score -231921.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -231921.421875 Penalty: 2702.559082
	Iteration 30F: 3 clusters Score -231921.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Entering Unmasked Estep 
Score: -229234.750000 Penalty: 1350.801758
	Iteration 0F: 2 clusters Score -229234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -225823.703125 Penalty: 2701.603516
	Iteration 0F: 3 clusters Score -225823.7 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -226884.796875 Penalty: 2701.603516
	Iteration 1F: 3 clusters Score -226884.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -227120.203125 Penalty: 2701.603516
	Iteration 2F: 3 clusters Score -227120.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -227295.062500 Penalty: 2701.603516
	Iteration 3F: 3 clusters Score -227295.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -227434.609375 Penalty: 2701.603516
	Iteration 4Q: 3 clusters Score -227434.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -227560.609375 Penalty: 2701.603516
	Iteration 5Q: 3 clusters Score -227560.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -227655.171875 Penalty: 2701.603516
	Iteration 6Q: 3 clusters Score -227655.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -227710.109375 Penalty: 2701.603516
	Iteration 7Q: 3 clusters Score -227710.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -227767.968750 Penalty: 2701.603516
	Iteration 8Q: 3 clusters Score -227768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -227833.562500 Penalty: 2701.603516
	Iteration 9Q: 3 clusters Score -227833.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -227883.140625 Penalty: 2701.603516
	Iteration 10Q: 3 clusters Score -227883.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -227931.046875 Penalty: 2701.603516
	Iteration 11Q: 3 clusters Score -227931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -227976.531250 Penalty: 2701.603516
	Iteration 12Q: 3 clusters Score -227976.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -228013.781250 Penalty: 2701.603516
	Iteration 13Q: 3 clusters Score -228013.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -228057.046875 Penalty: 2701.603516
	Iteration 14Q: 3 clusters Score -228057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -228092.468750 Penalty: 2701.603516
	Iteration 15Q: 3 clusters Score -228092.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -228113.796875 Penalty: 2701.603516
	Iteration 16Q: 3 clusters Score -228113.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -228138.921875 Penalty: 2701.603516
	Iteration 17Q: 3 clusters Score -228138.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -228166.843750 Penalty: 2701.603516
	Iteration 18Q: 3 clusters Score -228166.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -228210.468750 Penalty: 2701.603516
	Iteration 19Q: 3 clusters Score -228210.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -228261.656250 Penalty: 2701.603516
	Iteration 20F: 3 clusters Score -228261.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -228324.421875 Penalty: 2701.603516
	Iteration 21Q: 3 clusters Score -228324.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -228424.375000 Penalty: 2701.603516
	Iteration 22Q: 3 clusters Score -228424.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -228535.015625 Penalty: 2701.603516
	Iteration 23Q: 3 clusters Score -228535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -228668.937500 Penalty: 2701.603516
	Iteration 24Q: 3 clusters Score -228668.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -228814.656250 Penalty: 2701.603516
	Iteration 25Q: 3 clusters Score -228814.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -228902.671875 Penalty: 2701.603516
	Iteration 26Q: 3 clusters Score -228902.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -228955.312500 Penalty: 2701.603516
	Iteration 27Q: 3 clusters Score -228955.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -228998.968750 Penalty: 2701.603516
	Iteration 28Q: 3 clusters Score -228999 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -229028.640625 Penalty: 2701.603516
	Iteration 29Q: 3 clusters Score -229028.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -229045.578125 Penalty: 2701.603516
	Iteration 30Q: 3 clusters Score -229045.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -229052.640625 Penalty: 2701.603516
	Iteration 31Q: 3 clusters Score -229052.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -229055.953125 Penalty: 2701.603516
	Iteration 32Q: 3 clusters Score -229056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -229058.640625 Penalty: 2701.603516
	Iteration 33Q: 3 clusters Score -229058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -229059.843750 Penalty: 2701.603516
	Iteration 34Q: 3 clusters Score -229059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -229060.062500 Penalty: 2701.603516
	Iteration 35Q: 3 clusters Score -229060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -229060.062500 Penalty: 2701.603516
	Iteration 36F: 3 clusters Score -229060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -27596.414062 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -27596.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26456.912109 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -26456.91 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26669.554688 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -26669.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26758.191406 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -26758.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26794.875000 Penalty: 2067.423340
	Iteration 3Q: 3 clusters Score -26794.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26823.328125 Penalty: 2067.423340
	Iteration 4Q: 3 clusters Score -26823.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26859.306641 Penalty: 2067.423340
	Iteration 5Q: 3 clusters Score -26859.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26876.826172 Penalty: 2067.423340
	Iteration 6Q: 3 clusters Score -26876.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26886.513672 Penalty: 2067.423340
	Iteration 7Q: 3 clusters Score -26886.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26893.988281 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -26893.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26898.503906 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -26898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26907.693359 Penalty: 2067.423340
	Iteration 10Q: 3 clusters Score -26907.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26912.041016 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -26912.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26919.484375 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -26919.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26923.769531 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -26923.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26931.662109 Penalty: 2067.423340
	Iteration 14Q: 3 clusters Score -26931.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26938.816406 Penalty: 2067.423340
	Iteration 15Q: 3 clusters Score -26938.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26944.730469 Penalty: 2067.423340
	Iteration 16Q: 3 clusters Score -26944.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26950.050781 Penalty: 2067.423340
	Iteration 17Q: 3 clusters Score -26950.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26960.380859 Penalty: 2067.423340
	Iteration 18Q: 3 clusters Score -26960.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26968.210938 Penalty: 2067.423340
	Iteration 19Q: 3 clusters Score -26968.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26978.773438 Penalty: 2067.423340
	Iteration 20F: 3 clusters Score -26978.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26993.347656 Penalty: 2067.423340
	Iteration 21Q: 3 clusters Score -26993.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27036.488281 Penalty: 2067.423340
	Iteration 22Q: 3 clusters Score -27036.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27084.046875 Penalty: 2067.423340
	Iteration 23Q: 3 clusters Score -27084.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27116.464844 Penalty: 2067.423340
	Iteration 24Q: 3 clusters Score -27116.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27142.724609 Penalty: 2067.423340
	Iteration 25Q: 3 clusters Score -27142.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27162.039062 Penalty: 2067.423340
	Iteration 26Q: 3 clusters Score -27162.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27198.337891 Penalty: 2067.423340
	Iteration 27Q: 3 clusters Score -27198.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27216.027344 Penalty: 2067.423340
	Iteration 28Q: 3 clusters Score -27216.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27227.888672 Penalty: 2067.423340
	Iteration 29Q: 3 clusters Score -27227.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27237.185547 Penalty: 2067.423340
	Iteration 30Q: 3 clusters Score -27237.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27244.171875 Penalty: 2067.423340
	Iteration 31Q: 3 clusters Score -27244.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27251.177734 Penalty: 2067.423340
	Iteration 32Q: 3 clusters Score -27251.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27251.765625 Penalty: 2067.423340
	Iteration 33Q: 3 clusters Score -27251.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27251.765625 Penalty: 2067.423340
	Iteration 34F: 3 clusters Score -27251.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -148385.109375 Penalty: 1265.988159
	Iteration 0F: 2 clusters Score -148385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -146043.171875 Penalty: 2531.976318
	Iteration 0F: 3 clusters Score -146043.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -146605.562500 Penalty: 2531.976318
	Iteration 1F: 3 clusters Score -146605.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -146743.781250 Penalty: 2531.976318
	Iteration 2F: 3 clusters Score -146743.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -146826.187500 Penalty: 2531.976318
	Iteration 3F: 3 clusters Score -146826.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -146898.484375 Penalty: 2531.976318
	Iteration 4Q: 3 clusters Score -146898.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -146964.406250 Penalty: 2531.976318
	Iteration 5Q: 3 clusters Score -146964.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -147015.843750 Penalty: 2531.976318
	Iteration 6Q: 3 clusters Score -147015.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -147045.359375 Penalty: 2531.976318
	Iteration 7Q: 3 clusters Score -147045.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -147078.234375 Penalty: 2531.976318
	Iteration 8Q: 3 clusters Score -147078.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -147102.062500 Penalty: 2531.976318
	Iteration 9Q: 3 clusters Score -147102.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147116.609375 Penalty: 2531.976318
	Iteration 10Q: 3 clusters Score -147116.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -147130.281250 Penalty: 2531.976318
	Iteration 11Q: 3 clusters Score -147130.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -147148.265625 Penalty: 2531.976318
	Iteration 12Q: 3 clusters Score -147148.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -147168.578125 Penalty: 2531.976318
	Iteration 13Q: 3 clusters Score -147168.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -147191.484375 Penalty: 2531.976318
	Iteration 14Q: 3 clusters Score -147191.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -147217.140625 Penalty: 2531.976318
	Iteration 15Q: 3 clusters Score -147217.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -147245.578125 Penalty: 2531.976318
	Iteration 16Q: 3 clusters Score -147245.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147273.796875 Penalty: 2531.976318
	Iteration 17Q: 3 clusters Score -147273.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -147298.921875 Penalty: 2531.976318
	Iteration 18Q: 3 clusters Score -147298.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147320.390625 Penalty: 2531.976318
	Iteration 19Q: 3 clusters Score -147320.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -147335.921875 Penalty: 2531.976318
	Iteration 20F: 3 clusters Score -147335.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -147345.156250 Penalty: 2531.976318
	Iteration 21Q: 3 clusters Score -147345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -147354.171875 Penalty: 2531.976318
	Iteration 22Q: 3 clusters Score -147354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147360.625000 Penalty: 2531.976318
	Iteration 23Q: 3 clusters Score -147360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -147366.937500 Penalty: 2531.976318
	Iteration 24Q: 3 clusters Score -147366.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147370.093750 Penalty: 2531.976318
	Iteration 25Q: 3 clusters Score -147370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -147374.093750 Penalty: 2531.976318
	Iteration 26Q: 3 clusters Score -147374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147376.968750 Penalty: 2531.976318
	Iteration 27Q: 3 clusters Score -147377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147377.843750 Penalty: 2531.976318
	Iteration 28Q: 3 clusters Score -147377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147378.765625 Penalty: 2531.976318
	Iteration 29Q: 3 clusters Score -147378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147379.281250 Penalty: 2531.976318
	Iteration 30Q: 3 clusters Score -147379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147380.140625 Penalty: 2531.976318
	Iteration 31Q: 3 clusters Score -147380.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147380.140625 Penalty: 2531.976318
	Iteration 32F: 3 clusters Score -147380.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Entering Unmasked Estep 
Score: -168175.609375 Penalty: 1298.798584
	Iteration 0F: 2 clusters Score -168175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -165487.687500 Penalty: 2597.597168
	Iteration 0F: 3 clusters Score -165487.7 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -166111.890625 Penalty: 2597.597168
	Iteration 1F: 3 clusters Score -166111.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -166237.734375 Penalty: 2597.597168
	Iteration 2F: 3 clusters Score -166237.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -166326.406250 Penalty: 2597.597168
	Iteration 3Q: 3 clusters Score -166326.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -166396.000000 Penalty: 2597.597168
	Iteration 4Q: 3 clusters Score -166396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -166448.484375 Penalty: 2597.597168
	Iteration 5Q: 3 clusters Score -166448.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -166489.265625 Penalty: 2597.597168
	Iteration 6Q: 3 clusters Score -166489.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -166525.281250 Penalty: 2597.597168
	Iteration 7Q: 3 clusters Score -166525.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -166565.406250 Penalty: 2597.597168
	Iteration 8Q: 3 clusters Score -166565.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -166602.812500 Penalty: 2597.597168
	Iteration 9Q: 3 clusters Score -166602.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -166645.656250 Penalty: 2597.597168
	Iteration 10Q: 3 clusters Score -166645.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -166686.859375 Penalty: 2597.597168
	Iteration 11Q: 3 clusters Score -166686.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -166726.531250 Penalty: 2597.597168
	Iteration 12Q: 3 clusters Score -166726.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -166762.125000 Penalty: 2597.597168
	Iteration 13Q: 3 clusters Score -166762.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -166798.453125 Penalty: 2597.597168
	Iteration 14Q: 3 clusters Score -166798.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -166828.828125 Penalty: 2597.597168
	Iteration 15Q: 3 clusters Score -166828.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -166854.093750 Penalty: 2597.597168
	Iteration 16Q: 3 clusters Score -166854.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -166887.609375 Penalty: 2597.597168
	Iteration 17Q: 3 clusters Score -166887.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -166931.906250 Penalty: 2597.597168
	Iteration 18Q: 3 clusters Score -166931.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -166963.890625 Penalty: 2597.597168
	Iteration 19Q: 3 clusters Score -166963.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -166986.625000 Penalty: 2597.597168
	Iteration 20F: 3 clusters Score -166986.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -166994.359375 Penalty: 2597.597168
	Iteration 21Q: 3 clusters Score -166994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -167000.078125 Penalty: 2597.597168
	Iteration 22Q: 3 clusters Score -167000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -167004.875000 Penalty: 2597.597168
	Iteration 23Q: 3 clusters Score -167004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -167012.203125 Penalty: 2597.597168
	Iteration 24Q: 3 clusters Score -167012.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -167021.171875 Penalty: 2597.597168
	Iteration 25Q: 3 clusters Score -167021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -167028.843750 Penalty: 2597.597168
	Iteration 26Q: 3 clusters Score -167028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -167033.343750 Penalty: 2597.597168
	Iteration 27Q: 3 clusters Score -167033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -167035.625000 Penalty: 2597.597168
	Iteration 28Q: 3 clusters Score -167035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -167037.171875 Penalty: 2597.597168
	Iteration 29Q: 3 clusters Score -167037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -167039.828125 Penalty: 2597.597168
	Iteration 30Q: 3 clusters Score -167039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -167041.515625 Penalty: 2597.597168
	Iteration 31Q: 3 clusters Score -167041.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -167041.515625 Penalty: 2597.597168
	Iteration 32F: 3 clusters Score -167041.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -748093.750000 Penalty: 1538.386841
	Iteration 0F: 2 clusters Score -748093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -739101.562500 Penalty: 3076.773682
	Iteration 0F: 3 clusters Score -739101.6 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -742074.437500 Penalty: 3076.773682
	Iteration 1F: 3 clusters Score -742074.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -742362.312500 Penalty: 3076.773682
	Iteration 2F: 3 clusters Score -742362.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -742609.875000 Penalty: 3076.773682
	Iteration 3Q: 3 clusters Score -742609.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -742887.562500 Penalty: 3076.773682
	Iteration 4Q: 3 clusters Score -742887.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -743227.062500 Penalty: 3076.773682
	Iteration 5F: 3 clusters Score -743227.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -743630.937500 Penalty: 3076.773682
	Iteration 6F: 3 clusters Score -743630.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -744138.562500 Penalty: 3076.773682
	Iteration 7F: 3 clusters Score -744138.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -744723.750000 Penalty: 3076.773682
	Iteration 8F: 3 clusters Score -744723.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -745318.375000 Penalty: 3076.773682
	Iteration 9F: 3 clusters Score -745318.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -745720.125000 Penalty: 3076.773682
	Iteration 10Q: 3 clusters Score -745720.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -746045.437500 Penalty: 3076.773682
	Iteration 11Q: 3 clusters Score -746045.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -746278.500000 Penalty: 3076.773682
	Iteration 12Q: 3 clusters Score -746278.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -746422.125000 Penalty: 3076.773682
	Iteration 13Q: 3 clusters Score -746422.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -746513.187500 Penalty: 3076.773682
	Iteration 14Q: 3 clusters Score -746513.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -746565.437500 Penalty: 3076.773682
	Iteration 15Q: 3 clusters Score -746565.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -746603.687500 Penalty: 3076.773682
	Iteration 16Q: 3 clusters Score -746603.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -746628.187500 Penalty: 3076.773682
	Iteration 17Q: 3 clusters Score -746628.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -746652.437500 Penalty: 3076.773682
	Iteration 18Q: 3 clusters Score -746652.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -746676.125000 Penalty: 3076.773682
	Iteration 19Q: 3 clusters Score -746676.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -746694.500000 Penalty: 3076.773682
	Iteration 20F: 3 clusters Score -746694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -746710.562500 Penalty: 3076.773682
	Iteration 21Q: 3 clusters Score -746710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -746718.437500 Penalty: 3076.773682
	Iteration 22Q: 3 clusters Score -746718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -746722.437500 Penalty: 3076.773682
	Iteration 23Q: 3 clusters Score -746722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -746726.312500 Penalty: 3076.773682
	Iteration 24Q: 3 clusters Score -746726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -746729.562500 Penalty: 3076.773682
	Iteration 25Q: 3 clusters Score -746729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -746733.375000 Penalty: 3076.773682
	Iteration 26Q: 3 clusters Score -746733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -746737.000000 Penalty: 3076.773682
	Iteration 27Q: 3 clusters Score -746737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -746742.062500 Penalty: 3076.773682
	Iteration 28Q: 3 clusters Score -746742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -746742.937500 Penalty: 3076.773682
	Iteration 29Q: 3 clusters Score -746742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -746743.750000 Penalty: 3076.773682
	Iteration 30Q: 3 clusters Score -746743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -746743.750000 Penalty: 3076.773682
	Iteration 31F: 3 clusters Score -746743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -122282.203125 Penalty: 1244.154785
	Iteration 0F: 2 clusters Score -122282.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -120154.843750 Penalty: 2488.309570
	Iteration 0F: 3 clusters Score -120154.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -120614.578125 Penalty: 2488.309570
	Iteration 1F: 3 clusters Score -120614.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -120713.148438 Penalty: 2488.309570
	Iteration 2F: 3 clusters Score -120713.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -120755.437500 Penalty: 2488.309570
	Iteration 3Q: 3 clusters Score -120755.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -120786.210938 Penalty: 2488.309570
	Iteration 4Q: 3 clusters Score -120786.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -120810.085938 Penalty: 2488.309570
	Iteration 5Q: 3 clusters Score -120810.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -120837.851562 Penalty: 2488.309570
	Iteration 6Q: 3 clusters Score -120837.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -120862.507812 Penalty: 2488.309570
	Iteration 7Q: 3 clusters Score -120862.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -120891.937500 Penalty: 2488.309570
	Iteration 8Q: 3 clusters Score -120891.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -120916.992188 Penalty: 2488.309570
	Iteration 9Q: 3 clusters Score -120917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -120938.281250 Penalty: 2488.309570
	Iteration 10Q: 3 clusters Score -120938.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120955.664062 Penalty: 2488.309570
	Iteration 11Q: 3 clusters Score -120955.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -120977.210938 Penalty: 2488.309570
	Iteration 12Q: 3 clusters Score -120977.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -120998.070312 Penalty: 2488.309570
	Iteration 13Q: 3 clusters Score -120998.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -121009.226562 Penalty: 2488.309570
	Iteration 14Q: 3 clusters Score -121009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -121018.726562 Penalty: 2488.309570
	Iteration 15Q: 3 clusters Score -121018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -121023.414062 Penalty: 2488.309570
	Iteration 16Q: 3 clusters Score -121023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -121027.789062 Penalty: 2488.309570
	Iteration 17Q: 3 clusters Score -121027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -121033.351562 Penalty: 2488.309570
	Iteration 18Q: 3 clusters Score -121033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -121037.007812 Penalty: 2488.309570
	Iteration 19Q: 3 clusters Score -121037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -121043.859375 Penalty: 2488.309570
	Iteration 20F: 3 clusters Score -121043.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -121047.523438 Penalty: 2488.309570
	Iteration 21Q: 3 clusters Score -121047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -121051.578125 Penalty: 2488.309570
	Iteration 22Q: 3 clusters Score -121051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -121054.148438 Penalty: 2488.309570
	Iteration 23Q: 3 clusters Score -121054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -121056.226562 Penalty: 2488.309570
	Iteration 24Q: 3 clusters Score -121056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -121057.992188 Penalty: 2488.309570
	Iteration 25Q: 3 clusters Score -121058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -121060.046875 Penalty: 2488.309570
	Iteration 26Q: 3 clusters Score -121060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -121061.148438 Penalty: 2488.309570
	Iteration 27Q: 3 clusters Score -121061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -121061.617188 Penalty: 2488.309570
	Iteration 28Q: 3 clusters Score -121061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -121061.617188 Penalty: 2488.309570
	Iteration 29F: 3 clusters Score -121061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -84638.328125 Penalty: 1185.556885
	Iteration 0F: 2 clusters Score -84638.33 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 745 members 
Entering Unmasked Estep 
Score: -82874.843750 Penalty: 2371.113770
	Iteration 0F: 3 clusters Score -82874.84 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -83230.632812 Penalty: 2371.113770
	Iteration 1F: 3 clusters Score -83230.63 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -83350.664062 Penalty: 2371.113770
	Iteration 2F: 3 clusters Score -83350.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -83439.257812 Penalty: 2371.113770
	Iteration 3Q: 3 clusters Score -83439.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -83544.734375 Penalty: 2371.113770
	Iteration 4Q: 3 clusters Score -83544.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -83666.515625 Penalty: 2371.113770
	Iteration 5Q: 3 clusters Score -83666.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -83812.226562 Penalty: 2371.113770
	Iteration 6Q: 3 clusters Score -83812.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -83974.632812 Penalty: 2371.113770
	Iteration 7F: 3 clusters Score -83974.63 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -84100.648438 Penalty: 2371.113770
	Iteration 8F: 3 clusters Score -84100.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -84185.203125 Penalty: 2371.113770
	Iteration 9Q: 3 clusters Score -84185.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -84238.000000 Penalty: 2371.113770
	Iteration 10Q: 3 clusters Score -84238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -84279.062500 Penalty: 2371.113770
	Iteration 11Q: 3 clusters Score -84279.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -84318.515625 Penalty: 2371.113770
	Iteration 12Q: 3 clusters Score -84318.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84348.570312 Penalty: 2371.113770
	Iteration 13Q: 3 clusters Score -84348.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -84366.304688 Penalty: 2371.113770
	Iteration 14Q: 3 clusters Score -84366.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -84381.203125 Penalty: 2371.113770
	Iteration 15Q: 3 clusters Score -84381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -84403.156250 Penalty: 2371.113770
	Iteration 16Q: 3 clusters Score -84403.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -84426.242188 Penalty: 2371.113770
	Iteration 17Q: 3 clusters Score -84426.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -84431.492188 Penalty: 2371.113770
	Iteration 18Q: 3 clusters Score -84431.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -84437.234375 Penalty: 2371.113770
	Iteration 19Q: 3 clusters Score -84437.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -84444.625000 Penalty: 2371.113770
	Iteration 20F: 3 clusters Score -84444.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -84449.773438 Penalty: 2371.113770
	Iteration 21Q: 3 clusters Score -84449.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -84459.171875 Penalty: 2371.113770
	Iteration 22Q: 3 clusters Score -84459.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -84468.734375 Penalty: 2371.113770
	Iteration 23Q: 3 clusters Score -84468.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -84473.281250 Penalty: 2371.113770
	Iteration 24Q: 3 clusters Score -84473.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -84479.585938 Penalty: 2371.113770
	Iteration 25Q: 3 clusters Score -84479.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -84481.171875 Penalty: 2371.113770
	Iteration 26Q: 3 clusters Score -84481.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -84482.078125 Penalty: 2371.113770
	Iteration 27Q: 3 clusters Score -84482.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -84482.765625 Penalty: 2371.113770
	Iteration 28Q: 3 clusters Score -84482.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -84482.765625 Penalty: 2371.113770
	Iteration 29F: 3 clusters Score -84482.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -176752.156250 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -176752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -173597.078125 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -173597.1 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -174506.171875 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -174506.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -174703.984375 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -174704 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -174886.718750 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -174886.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -175037.953125 Penalty: 2669.613037
	Iteration 4F: 3 clusters Score -175038 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -175157.812500 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -175157.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -175262.140625 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -175262.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -175337.109375 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -175337.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -175403.546875 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -175403.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -175452.109375 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -175452.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -175479.218750 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -175479.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -175494.281250 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -175494.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -175507.484375 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -175507.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -175518.984375 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -175519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -175536.781250 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -175536.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -175556.781250 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -175556.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -175570.296875 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -175570.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -175581.828125 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -175581.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -175590.640625 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -175590.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -175598.187500 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -175598.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -175604.390625 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -175604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -175610.296875 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -175610.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -175616.218750 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -175616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -175621.781250 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -175621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -175626.593750 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -175626.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -175634.031250 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -175634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -175638.234375 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -175638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -175638.859375 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -175638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -175639.031250 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -175639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -175641.078125 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -175641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -175642.171875 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -175642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -175643.390625 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -175643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -175645.390625 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -175645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -175647.906250 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -175647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -175652.015625 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -175652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -175657.437500 Penalty: 2669.613037
	Iteration 35Q: 3 clusters Score -175657.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -175661.671875 Penalty: 2669.613037
	Iteration 36Q: 3 clusters Score -175661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -175665.234375 Penalty: 2669.613037
	Iteration 37Q: 3 clusters Score -175665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -175668.640625 Penalty: 2669.613037
	Iteration 38Q: 3 clusters Score -175668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -175671.937500 Penalty: 2669.613037
	Iteration 39Q: 3 clusters Score -175671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -175676.406250 Penalty: 2669.613037
	Iteration 40F: 3 clusters Score -175676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -175680.218750 Penalty: 2669.613037
	Iteration 41Q: 3 clusters Score -175680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -175684.078125 Penalty: 2669.613037
	Iteration 42Q: 3 clusters Score -175684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -175684.796875 Penalty: 2669.613037
	Iteration 43Q: 3 clusters Score -175684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -175685.843750 Penalty: 2669.613037
	Iteration 44Q: 3 clusters Score -175685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -175686.078125 Penalty: 2669.613037
	Iteration 45Q: 3 clusters Score -175686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -175686.078125 Penalty: 2669.613037
	Iteration 46F: 3 clusters Score -175686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -132776.500000 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -132776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -130423.085938 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -130423.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -130919.992188 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -130920 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -131036.156250 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -131036.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -131113.609375 Penalty: 2532.513428
	Iteration 3F: 3 clusters Score -131113.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -131163.218750 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -131163.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -131217.015625 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -131217 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -131262.390625 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -131262.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -131300.234375 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -131300.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -131337.171875 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -131337.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -131365.578125 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -131365.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -131392.421875 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -131392.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -131423.109375 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -131423.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -131450.687500 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -131450.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -131470.265625 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -131470.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131482.781250 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -131482.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -131496.281250 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -131496.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -131506.921875 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -131506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -131513.937500 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -131513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131524.859375 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -131524.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -131538.984375 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -131539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131554.250000 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -131554.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -131569.375000 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -131569.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131588.703125 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -131588.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131605.656250 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -131605.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131619.859375 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -131619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131628.468750 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -131628.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131636.953125 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -131637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131647.937500 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -131647.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -131655.500000 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -131655.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131665.953125 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -131666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -131675.140625 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -131675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -131684.000000 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -131684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -131687.156250 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -131687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131689.328125 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -131689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131691.312500 Penalty: 2532.513428
	Iteration 34Q: 3 clusters Score -131691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131692.125000 Penalty: 2532.513428
	Iteration 35Q: 3 clusters Score -131692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -131693.453125 Penalty: 2532.513428
	Iteration 36Q: 3 clusters Score -131693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131696.968750 Penalty: 2532.513428
	Iteration 37Q: 3 clusters Score -131697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131699.109375 Penalty: 2532.513428
	Iteration 38Q: 3 clusters Score -131699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -131701.515625 Penalty: 2532.513428
	Iteration 39Q: 3 clusters Score -131701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131702.000000 Penalty: 2532.513428
	Iteration 40F: 3 clusters Score -131702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -28968.193359 Penalty: 1062.917358
	Iteration 0F: 2 clusters Score -28968.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27809.478516 Penalty: 2125.834717
	Iteration 0F: 3 clusters Score -27809.48 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28089.246094 Penalty: 2125.834717
	Iteration 1F: 3 clusters Score -28089.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28225.378906 Penalty: 2125.834717
	Iteration 2F: 3 clusters Score -28225.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28282.210938 Penalty: 2125.834717
	Iteration 3Q: 3 clusters Score -28282.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -28327.826172 Penalty: 2125.834717
	Iteration 4Q: 3 clusters Score -28327.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28344.640625 Penalty: 2125.834717
	Iteration 5Q: 3 clusters Score -28344.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28356.892578 Penalty: 2125.834717
	Iteration 6Q: 3 clusters Score -28356.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28366.923828 Penalty: 2125.834717
	Iteration 7Q: 3 clusters Score -28366.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28379.322266 Penalty: 2125.834717
	Iteration 8Q: 3 clusters Score -28379.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28400.181641 Penalty: 2125.834717
	Iteration 9Q: 3 clusters Score -28400.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28405.652344 Penalty: 2125.834717
	Iteration 10Q: 3 clusters Score -28405.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28408.107422 Penalty: 2125.834717
	Iteration 11Q: 3 clusters Score -28408.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28408.964844 Penalty: 2125.834717
	Iteration 12Q: 3 clusters Score -28408.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28408.964844 Penalty: 2125.834717
	Iteration 13F: 3 clusters Score -28408.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -127928.171875 Penalty: 1253.053955
	Iteration 0F: 2 clusters Score -127928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -125715.531250 Penalty: 2506.107910
	Iteration 0F: 3 clusters Score -125715.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -126294.578125 Penalty: 2506.107910
	Iteration 1F: 3 clusters Score -126294.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -126518.109375 Penalty: 2506.107910
	Iteration 2F: 3 clusters Score -126518.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -126703.242188 Penalty: 2506.107910
	Iteration 3F: 3 clusters Score -126703.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -126839.562500 Penalty: 2506.107910
	Iteration 4F: 3 clusters Score -126839.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -126957.867188 Penalty: 2506.107910
	Iteration 5F: 3 clusters Score -126957.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -127025.976562 Penalty: 2506.107910
	Iteration 6Q: 3 clusters Score -127026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -127083.843750 Penalty: 2506.107910
	Iteration 7Q: 3 clusters Score -127083.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -127117.242188 Penalty: 2506.107910
	Iteration 8Q: 3 clusters Score -127117.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -127137.898438 Penalty: 2506.107910
	Iteration 9Q: 3 clusters Score -127137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -127154.187500 Penalty: 2506.107910
	Iteration 10Q: 3 clusters Score -127154.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -127161.453125 Penalty: 2506.107910
	Iteration 11Q: 3 clusters Score -127161.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -127166.015625 Penalty: 2506.107910
	Iteration 12Q: 3 clusters Score -127166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -127167.406250 Penalty: 2506.107910
	Iteration 13Q: 3 clusters Score -127167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -127169.062500 Penalty: 2506.107910
	Iteration 14Q: 3 clusters Score -127169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -127175.070312 Penalty: 2506.107910
	Iteration 15Q: 3 clusters Score -127175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -127180.750000 Penalty: 2506.107910
	Iteration 16Q: 3 clusters Score -127180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -127182.992188 Penalty: 2506.107910
	Iteration 17Q: 3 clusters Score -127183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -127186.312500 Penalty: 2506.107910
	Iteration 18Q: 3 clusters Score -127186.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -127190.875000 Penalty: 2506.107910
	Iteration 19Q: 3 clusters Score -127190.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -127193.742188 Penalty: 2506.107910
	Iteration 20F: 3 clusters Score -127193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -127197.117188 Penalty: 2506.107910
	Iteration 21Q: 3 clusters Score -127197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -127200.007812 Penalty: 2506.107910
	Iteration 22Q: 3 clusters Score -127200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -127202.078125 Penalty: 2506.107910
	Iteration 23Q: 3 clusters Score -127202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -127202.078125 Penalty: 2506.107910
	Iteration 24F: 3 clusters Score -127202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -112842.351562 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -112842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -110749.492188 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -110749.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -111263.382812 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -111263.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -111432.250000 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -111432.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -111547.929688 Penalty: 2468.337402
	Iteration 3F: 3 clusters Score -111547.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -111622.781250 Penalty: 2468.337402
	Iteration 4Q: 3 clusters Score -111622.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -111679.156250 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -111679.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -111729.562500 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -111729.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -111762.289062 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -111762.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -111785.554688 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -111785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -111812.734375 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -111812.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -111834.156250 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -111834.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -111846.945312 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -111846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -111861.132812 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -111861.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -111872.031250 Penalty: 2468.337402
	Iteration 13Q: 3 clusters Score -111872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -111879.656250 Penalty: 2468.337402
	Iteration 14Q: 3 clusters Score -111879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -111885.835938 Penalty: 2468.337402
	Iteration 15Q: 3 clusters Score -111885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -111896.335938 Penalty: 2468.337402
	Iteration 16Q: 3 clusters Score -111896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -111904.882812 Penalty: 2468.337402
	Iteration 17Q: 3 clusters Score -111904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -111916.046875 Penalty: 2468.337402
	Iteration 18Q: 3 clusters Score -111916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -111925.484375 Penalty: 2468.337402
	Iteration 19Q: 3 clusters Score -111925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -111927.859375 Penalty: 2468.337402
	Iteration 20F: 3 clusters Score -111927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -111929.687500 Penalty: 2468.337402
	Iteration 21Q: 3 clusters Score -111929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -111932.226562 Penalty: 2468.337402
	Iteration 22Q: 3 clusters Score -111932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -111933.718750 Penalty: 2468.337402
	Iteration 23Q: 3 clusters Score -111933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -111934.140625 Penalty: 2468.337402
	Iteration 24Q: 3 clusters Score -111934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -111934.140625 Penalty: 2468.337402
	Iteration 25F: 3 clusters Score -111934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -101956.750000 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -101956.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -99994.546875 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -99994.55 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -100406.437500 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -100406.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -100518.742188 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -100518.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -100587.140625 Penalty: 2431.505615
	Iteration 3F: 3 clusters Score -100587.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -100627.109375 Penalty: 2431.505615
	Iteration 4Q: 3 clusters Score -100627.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100648.984375 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -100649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100672.203125 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -100672.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100695.421875 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -100695.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -100712.992188 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -100713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -100739.453125 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -100739.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100761.710938 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -100761.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -100790.312500 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -100790.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -100832.867188 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -100832.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100879.210938 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -100879.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100919.796875 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -100919.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -100969.125000 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -100969.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101013.937500 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -101013.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -101052.648438 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -101052.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -101077.421875 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -101077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -101103.117188 Penalty: 2431.505615
	Iteration 19Q: 3 clusters Score -101103.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -101137.828125 Penalty: 2431.505615
	Iteration 20F: 3 clusters Score -101137.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -101169.328125 Penalty: 2431.505615
	Iteration 21Q: 3 clusters Score -101169.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -101220.804688 Penalty: 2431.505615
	Iteration 22Q: 3 clusters Score -101220.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -101274.109375 Penalty: 2431.505615
	Iteration 23Q: 3 clusters Score -101274.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -101329.710938 Penalty: 2431.505615
	Iteration 24Q: 3 clusters Score -101329.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -101349.468750 Penalty: 2431.505615
	Iteration 25Q: 3 clusters Score -101349.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -101363.570312 Penalty: 2431.505615
	Iteration 26Q: 3 clusters Score -101363.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -101377.085938 Penalty: 2431.505615
	Iteration 27Q: 3 clusters Score -101377.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -101390.218750 Penalty: 2431.505615
	Iteration 28Q: 3 clusters Score -101390.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -101398.328125 Penalty: 2431.505615
	Iteration 29Q: 3 clusters Score -101398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -101402.976562 Penalty: 2431.505615
	Iteration 30Q: 3 clusters Score -101403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -101405.093750 Penalty: 2431.505615
	Iteration 31Q: 3 clusters Score -101405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -101405.367188 Penalty: 2431.505615
	Iteration 32Q: 3 clusters Score -101405.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -101405.804688 Penalty: 2431.505615
	Iteration 33Q: 3 clusters Score -101405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -101406.375000 Penalty: 2431.505615
	Iteration 34Q: 3 clusters Score -101406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -101406.375000 Penalty: 2431.505615
	Iteration 35F: 3 clusters Score -101406.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Entering Unmasked Estep 
Score: -930124.187500 Penalty: 1570.321411
	Iteration 0F: 2 clusters Score -930124.2 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 7959 members 
Entering Unmasked Estep 
Score: -919240.750000 Penalty: 3140.642822
	Iteration 0F: 3 clusters Score -919240.8 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -923200.687500 Penalty: 3140.642822
	Iteration 1F: 3 clusters Score -923200.7 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -923827.937500 Penalty: 3140.642822
	Iteration 2F: 3 clusters Score -923827.9 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -924754.625000 Penalty: 3140.642822
	Iteration 3F: 3 clusters Score -924754.6 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -925846.750000 Penalty: 3140.642822
	Iteration 4F: 3 clusters Score -925846.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -926780.000000 Penalty: 3140.642822
	Iteration 5F: 3 clusters Score -926780 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -927376.187500 Penalty: 3140.642822
	Iteration 6F: 3 clusters Score -927376.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -927702.687500 Penalty: 3140.642822
	Iteration 7Q: 3 clusters Score -927702.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -927866.250000 Penalty: 3140.642822
	Iteration 8Q: 3 clusters Score -927866.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -927960.937500 Penalty: 3140.642822
	Iteration 9Q: 3 clusters Score -927960.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -928024.500000 Penalty: 3140.642822
	Iteration 10Q: 3 clusters Score -928024.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -928070.562500 Penalty: 3140.642822
	Iteration 11Q: 3 clusters Score -928070.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -928113.437500 Penalty: 3140.642822
	Iteration 12Q: 3 clusters Score -928113.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -928150.375000 Penalty: 3140.642822
	Iteration 13Q: 3 clusters Score -928150.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -928178.312500 Penalty: 3140.642822
	Iteration 14Q: 3 clusters Score -928178.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -928213.312500 Penalty: 3140.642822
	Iteration 15Q: 3 clusters Score -928213.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -928246.312500 Penalty: 3140.642822
	Iteration 16Q: 3 clusters Score -928246.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -928277.687500 Penalty: 3140.642822
	Iteration 17Q: 3 clusters Score -928277.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -928310.625000 Penalty: 3140.642822
	Iteration 18Q: 3 clusters Score -928310.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -928337.437500 Penalty: 3140.642822
	Iteration 19Q: 3 clusters Score -928337.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -928372.125000 Penalty: 3140.642822
	Iteration 20F: 3 clusters Score -928372.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -928400.437500 Penalty: 3140.642822
	Iteration 21Q: 3 clusters Score -928400.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -928428.312500 Penalty: 3140.642822
	Iteration 22Q: 3 clusters Score -928428.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -928465.062500 Penalty: 3140.642822
	Iteration 23Q: 3 clusters Score -928465.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -928488.125000 Penalty: 3140.642822
	Iteration 24Q: 3 clusters Score -928488.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -928515.562500 Penalty: 3140.642822
	Iteration 25Q: 3 clusters Score -928515.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -928540.562500 Penalty: 3140.642822
	Iteration 26Q: 3 clusters Score -928540.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -928560.250000 Penalty: 3140.642822
	Iteration 27Q: 3 clusters Score -928560.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -928578.625000 Penalty: 3140.642822
	Iteration 28Q: 3 clusters Score -928578.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -928600.437500 Penalty: 3140.642822
	Iteration 29Q: 3 clusters Score -928600.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -928628.750000 Penalty: 3140.642822
	Iteration 30Q: 3 clusters Score -928628.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -928647.625000 Penalty: 3140.642822
	Iteration 31Q: 3 clusters Score -928647.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -928671.312500 Penalty: 3140.642822
	Iteration 32Q: 3 clusters Score -928671.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -928694.875000 Penalty: 3140.642822
	Iteration 33Q: 3 clusters Score -928694.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -928713.312500 Penalty: 3140.642822
	Iteration 34Q: 3 clusters Score -928713.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -928728.562500 Penalty: 3140.642822
	Iteration 35Q: 3 clusters Score -928728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -928736.437500 Penalty: 3140.642822
	Iteration 36Q: 3 clusters Score -928736.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -928738.312500 Penalty: 3140.642822
	Iteration 37Q: 3 clusters Score -928738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -928744.062500 Penalty: 3140.642822
	Iteration 38Q: 3 clusters Score -928744.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -928753.062500 Penalty: 3140.642822
	Iteration 39Q: 3 clusters Score -928753.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -928758.250000 Penalty: 3140.642822
	Iteration 40F: 3 clusters Score -928758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -928768.000000 Penalty: 3140.642822
	Iteration 41Q: 3 clusters Score -928768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -928774.625000 Penalty: 3140.642822
	Iteration 42Q: 3 clusters Score -928774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -928777.375000 Penalty: 3140.642822
	Iteration 43Q: 3 clusters Score -928777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -928781.250000 Penalty: 3140.642822
	Iteration 44Q: 3 clusters Score -928781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -928784.875000 Penalty: 3140.642822
	Iteration 45Q: 3 clusters Score -928784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -928786.812500 Penalty: 3140.642822
	Iteration 46Q: 3 clusters Score -928786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -928791.687500 Penalty: 3140.642822
	Iteration 47Q: 3 clusters Score -928791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -928796.937500 Penalty: 3140.642822
	Iteration 48Q: 3 clusters Score -928796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -928802.000000 Penalty: 3140.642822
	Iteration 49Q: 3 clusters Score -928802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -928806.062500 Penalty: 3140.642822
	Iteration 50Q: 3 clusters Score -928806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -928807.562500 Penalty: 3140.642822
	Iteration 51Q: 3 clusters Score -928807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -928810.312500 Penalty: 3140.642822
	Iteration 52Q: 3 clusters Score -928810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -928811.625000 Penalty: 3140.642822
	Iteration 53Q: 3 clusters Score -928811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -928810.875000 Penalty: 3140.642822
	Iteration 54Q: 3 clusters Score -928810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -928810.875000 Penalty: 3140.642822
	Iteration 55F: 3 clusters Score -928810.9 nChanged 0
--- Evaluating fit on full set of 701719 points ---
Entering Unmasked Estep 
Score: -38243444.000000 Penalty: 94060.750000
21->44 Clusters: Score -38243444.000000, best is -38234196.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 233906 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11051 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 11140 members 
Mstep: Class 5 contains 11178 members 
Mstep: Class 6 contains 11163 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 11096 members 
Mstep: Class 9 contains 11233 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 11137 members 
Mstep: Class 14 contains 11080 members 
Mstep: Class 15 contains 11163 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 11071 members 
Mstep: Class 18 contains 11046 members 
Mstep: Class 19 contains 11127 members 
Mstep: Class 20 contains 10938 members 
Mstep: Class 21 contains 11075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 433.462555 but Gain 2008.937500
Score: -10510367.000000 Penalty: 40178.691406
Iteration 0F: 21 clusters Score -1.051037e+07 nChanged 219965
Entering Unmasked Mstep 
Mstep: Class 0 contains 591 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7952 members 
Mstep: Class 3 contains 6916 members 
Mstep: Class 4 contains 22840 members 
Mstep: Class 5 contains 16967 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 7717 members 
Mstep: Class 8 contains 10280 members 
Mstep: Class 9 contains 9729 members 
Mstep: Class 10 contains 7957 members 
Mstep: Class 11 contains 13910 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 5727 members 
Mstep: Class 14 contains 9156 members 
Mstep: Class 15 contains 10084 members 
Mstep: Class 16 contains 16765 members 
Mstep: Class 17 contains 15508 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 21 contains 12614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11577599.000000 Penalty: 40178.691406
Iteration 1F: 21 clusters Score -1.15776e+07 nChanged 96431
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 6760 members 
Mstep: Class 4 contains 31121 members 
Mstep: Class 5 contains 17934 members 
Mstep: Class 6 contains 16989 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 11612 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 7376 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 6102 members 
Mstep: Class 15 contains 9062 members 
Mstep: Class 16 contains 13198 members 
Mstep: Class 17 contains 15648 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 20 contains 17180 members 
Mstep: Class 21 contains 16933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11964621.000000 Penalty: 40178.691406
Iteration 2F: 21 clusters Score -1.196462e+07 nChanged 76830
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 6806 members 
Mstep: Class 4 contains 30106 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 12466 members 
Mstep: Class 7 contains 32382 members 
Mstep: Class 8 contains 10652 members 
Mstep: Class 9 contains 15001 members 
Mstep: Class 10 contains 10443 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4048 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 8598 members 
Mstep: Class 16 contains 10593 members 
Mstep: Class 17 contains 15275 members 
Mstep: Class 18 contains 4396 members 
Mstep: Class 20 contains 18933 members 
Mstep: Class 21 contains 17242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 916.640198 but Gain 2008.933594
Score: -12204239.000000 Penalty: 38169.757812
Iteration 3F: 20 clusters Score -1.220424e+07 nChanged 58535
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 6830 members 
Mstep: Class 4 contains 24711 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 10768 members 
Mstep: Class 7 contains 45642 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 20185 members 
Mstep: Class 10 contains 16080 members 
Mstep: Class 11 contains 3631 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 8734 members 
Mstep: Class 17 contains 12136 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 20 contains 21694 members 
Mstep: Class 21 contains 12978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12349482.000000 Penalty: 38169.757812
Iteration 4F: 20 clusters Score -1.234948e+07 nChanged 39573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 7311 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 6 contains 11741 members 
Mstep: Class 7 contains 47868 members 
Mstep: Class 8 contains 7932 members 
Mstep: Class 9 contains 22836 members 
Mstep: Class 10 contains 21200 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 5906 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 20 contains 24930 members 
Mstep: Class 21 contains 9014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12431823.000000 Penalty: 38169.757812
Iteration 5F: 20 clusters Score -1.243182e+07 nChanged 25879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 16213 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 19772 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 12278 members 
Mstep: Class 7 contains 46507 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 24724 members 
Mstep: Class 10 contains 23525 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 4034 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 20 contains 25852 members 
Mstep: Class 21 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12474044.000000 Penalty: 38169.757812
Iteration 6F: 20 clusters Score -1.247404e+07 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 17421 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 12672 members 
Mstep: Class 7 contains 44581 members 
Mstep: Class 8 contains 6801 members 
Mstep: Class 9 contains 26728 members 
Mstep: Class 10 contains 23891 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 15 contains 9537 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 20 contains 25976 members 
Mstep: Class 21 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12505747.000000 Penalty: 38169.757812
Iteration 7F: 20 clusters Score -1.250575e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17752 members 
Mstep: Class 3 contains 6347 members 
Mstep: Class 4 contains 19065 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 12955 members 
Mstep: Class 7 contains 42806 members 
Mstep: Class 8 contains 6379 members 
Mstep: Class 9 contains 27390 members 
Mstep: Class 10 contains 23586 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 3965 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 9942 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 20 contains 26044 members 
Mstep: Class 21 contains 5050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12527969.000000 Penalty: 38169.757812
Iteration 8F: 20 clusters Score -1.252797e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 17793 members 
Mstep: Class 3 contains 6638 members 
Mstep: Class 4 contains 18684 members 
Mstep: Class 5 contains 1863 members 
Mstep: Class 6 contains 13222 members 
Mstep: Class 7 contains 40831 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 28065 members 
Mstep: Class 10 contains 23434 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 15 contains 9759 members 
Mstep: Class 16 contains 4476 members 
Mstep: Class 17 contains 11050 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 20 contains 26026 members 
Mstep: Class 21 contains 4852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12546324.000000 Penalty: 38169.757812
Iteration 9F: 20 clusters Score -1.254632e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 17594 members 
Mstep: Class 3 contains 7347 members 
Mstep: Class 4 contains 18173 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 13563 members 
Mstep: Class 7 contains 38105 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 28603 members 
Mstep: Class 10 contains 23333 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 20 contains 25621 members 
Mstep: Class 21 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12560331.000000 Penalty: 38169.757812
Iteration 10Q: 20 clusters Score -1.256033e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 17121 members 
Mstep: Class 3 contains 8277 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 14028 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 7580 members 
Mstep: Class 9 contains 29003 members 
Mstep: Class 10 contains 23079 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 3000 members 
Mstep: Class 15 contains 9896 members 
Mstep: Class 16 contains 4664 members 
Mstep: Class 17 contains 12085 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 20 contains 24899 members 
Mstep: Class 21 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12569172.000000 Penalty: 38169.757812
Iteration 11Q: 20 clusters Score -1.256917e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 16607 members 
Mstep: Class 3 contains 9184 members 
Mstep: Class 4 contains 17130 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 14746 members 
Mstep: Class 7 contains 32572 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 29302 members 
Mstep: Class 10 contains 22922 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 15 contains 9928 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 12336 members 
Mstep: Class 18 contains 4620 members 
Mstep: Class 20 contains 24102 members 
Mstep: Class 21 contains 6778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12576963.000000 Penalty: 38169.757812
Iteration 12Q: 20 clusters Score -1.257696e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 15997 members 
Mstep: Class 3 contains 10003 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 15892 members 
Mstep: Class 7 contains 30548 members 
Mstep: Class 8 contains 8862 members 
Mstep: Class 9 contains 29513 members 
Mstep: Class 10 contains 22756 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 15 contains 9913 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 12492 members 
Mstep: Class 18 contains 5036 members 
Mstep: Class 20 contains 23213 members 
Mstep: Class 21 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12584597.000000 Penalty: 38169.757812
Iteration 13Q: 20 clusters Score -1.25846e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 15324 members 
Mstep: Class 3 contains 10635 members 
Mstep: Class 4 contains 16394 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 17288 members 
Mstep: Class 7 contains 28987 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 29664 members 
Mstep: Class 10 contains 22601 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 2524 members 
Mstep: Class 15 contains 9881 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 12597 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 20 contains 22038 members 
Mstep: Class 21 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12592985.000000 Penalty: 38169.757812
Iteration 14Q: 20 clusters Score -1.259298e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 14505 members 
Mstep: Class 3 contains 11134 members 
Mstep: Class 4 contains 17138 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 18433 members 
Mstep: Class 7 contains 27832 members 
Mstep: Class 8 contains 9922 members 
Mstep: Class 9 contains 29767 members 
Mstep: Class 10 contains 22431 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 2033 members 
Mstep: Class 13 contains 2428 members 
Mstep: Class 15 contains 9830 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 12654 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 20 contains 20341 members 
Mstep: Class 21 contains 7682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12604662.000000 Penalty: 38169.757812
Iteration 15Q: 20 clusters Score -1.260466e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 13625 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 17702 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 19133 members 
Mstep: Class 7 contains 26836 members 
Mstep: Class 8 contains 10372 members 
Mstep: Class 9 contains 29854 members 
Mstep: Class 10 contains 22283 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 15 contains 9775 members 
Mstep: Class 16 contains 4933 members 
Mstep: Class 17 contains 12688 members 
Mstep: Class 18 contains 5519 members 
Mstep: Class 20 contains 19604 members 
Mstep: Class 21 contains 7409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12615780.000000 Penalty: 38169.757812
Iteration 16Q: 20 clusters Score -1.261578e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 12829 members 
Mstep: Class 3 contains 11951 members 
Mstep: Class 4 contains 17400 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 6 contains 19574 members 
Mstep: Class 7 contains 25970 members 
Mstep: Class 8 contains 10836 members 
Mstep: Class 9 contains 29917 members 
Mstep: Class 10 contains 22101 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 20 contains 20138 members 
Mstep: Class 21 contains 7097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12621865.000000 Penalty: 38169.757812
Iteration 17Q: 20 clusters Score -1.262186e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 12145 members 
Mstep: Class 3 contains 12282 members 
Mstep: Class 4 contains 17052 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 19903 members 
Mstep: Class 7 contains 25254 members 
Mstep: Class 8 contains 11275 members 
Mstep: Class 9 contains 29951 members 
Mstep: Class 10 contains 21886 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 2262 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 12718 members 
Mstep: Class 18 contains 5652 members 
Mstep: Class 20 contains 20502 members 
Mstep: Class 21 contains 7004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12630204.000000 Penalty: 38169.757812
Iteration 18Q: 20 clusters Score -1.26302e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 11673 members 
Mstep: Class 3 contains 12506 members 
Mstep: Class 4 contains 16614 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 20103 members 
Mstep: Class 7 contains 24655 members 
Mstep: Class 8 contains 11747 members 
Mstep: Class 9 contains 29968 members 
Mstep: Class 10 contains 21615 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 13 contains 2248 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 5264 members 
Mstep: Class 17 contains 12723 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 20 contains 20615 members 
Mstep: Class 21 contains 7272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12635218.000000 Penalty: 38169.757812
Iteration 19Q: 20 clusters Score -1.263522e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 11514 members 
Mstep: Class 3 contains 12700 members 
Mstep: Class 4 contains 16334 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 20212 members 
Mstep: Class 7 contains 24052 members 
Mstep: Class 8 contains 12410 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 21335 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 20 contains 20661 members 
Mstep: Class 21 contains 7483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12637258.000000 Penalty: 38169.757812
Iteration 20F: 20 clusters Score -1.263726e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 13011 members 
Mstep: Class 4 contains 16059 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 23360 members 
Mstep: Class 8 contains 13126 members 
Mstep: Class 9 contains 29871 members 
Mstep: Class 10 contains 21035 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 7737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12638569.000000 Penalty: 38169.757812
Iteration 21Q: 20 clusters Score -1.263857e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 13272 members 
Mstep: Class 4 contains 15842 members 
Mstep: Class 5 contains 8251 members 
Mstep: Class 6 contains 20340 members 
Mstep: Class 7 contains 22816 members 
Mstep: Class 8 contains 13774 members 
Mstep: Class 9 contains 29822 members 
Mstep: Class 10 contains 20754 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 5272 members 
Mstep: Class 17 contains 12732 members 
Mstep: Class 18 contains 6004 members 
Mstep: Class 20 contains 20567 members 
Mstep: Class 21 contains 7942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12639524.000000 Penalty: 38169.757812
Iteration 22Q: 20 clusters Score -1.263952e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 13522 members 
Mstep: Class 4 contains 15670 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 6 contains 20372 members 
Mstep: Class 7 contains 22374 members 
Mstep: Class 8 contains 14403 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 20471 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 1964 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 12732 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 20 contains 20496 members 
Mstep: Class 21 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640235.000000 Penalty: 38169.757812
Iteration 23Q: 20 clusters Score -1.264024e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 13746 members 
Mstep: Class 4 contains 15530 members 
Mstep: Class 5 contains 8412 members 
Mstep: Class 6 contains 20396 members 
Mstep: Class 7 contains 22026 members 
Mstep: Class 8 contains 14984 members 
Mstep: Class 9 contains 29725 members 
Mstep: Class 10 contains 20178 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 15 contains 9083 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 20 contains 20435 members 
Mstep: Class 21 contains 8244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640757.000000 Penalty: 38169.757812
Iteration 24Q: 20 clusters Score -1.264076e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 11461 members 
Mstep: Class 3 contains 13924 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 20415 members 
Mstep: Class 7 contains 21728 members 
Mstep: Class 8 contains 15552 members 
Mstep: Class 9 contains 29675 members 
Mstep: Class 10 contains 19869 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 12734 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 20 contains 20377 members 
Mstep: Class 21 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641175.000000 Penalty: 38169.757812
Iteration 25Q: 20 clusters Score -1.264118e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 14098 members 
Mstep: Class 4 contains 15305 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 20434 members 
Mstep: Class 7 contains 21494 members 
Mstep: Class 8 contains 16037 members 
Mstep: Class 9 contains 29646 members 
Mstep: Class 10 contains 19560 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 2107 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 15 contains 8944 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 6001 members 
Mstep: Class 20 contains 20330 members 
Mstep: Class 21 contains 8459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641477.000000 Penalty: 38169.757812
Iteration 26Q: 20 clusters Score -1.264148e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 11463 members 
Mstep: Class 3 contains 14255 members 
Mstep: Class 4 contains 15195 members 
Mstep: Class 5 contains 8580 members 
Mstep: Class 6 contains 20448 members 
Mstep: Class 7 contains 21303 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 29633 members 
Mstep: Class 10 contains 19254 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 15 contains 8909 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 5960 members 
Mstep: Class 20 contains 20277 members 
Mstep: Class 21 contains 8570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641794.000000 Penalty: 38169.757812
Iteration 27Q: 20 clusters Score -1.264179e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 14414 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 8633 members 
Mstep: Class 6 contains 20455 members 
Mstep: Class 7 contains 21124 members 
Mstep: Class 8 contains 16861 members 
Mstep: Class 9 contains 29596 members 
Mstep: Class 10 contains 18976 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 15 contains 8878 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 5926 members 
Mstep: Class 20 contains 20227 members 
Mstep: Class 21 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642090.000000 Penalty: 38169.757812
Iteration 28Q: 20 clusters Score -1.264209e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 14565 members 
Mstep: Class 4 contains 14931 members 
Mstep: Class 5 contains 8685 members 
Mstep: Class 6 contains 20465 members 
Mstep: Class 7 contains 20962 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 29537 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 11 contains 2803 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 15 contains 8859 members 
Mstep: Class 16 contains 5212 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 5903 members 
Mstep: Class 20 contains 20179 members 
Mstep: Class 21 contains 8819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642300.000000 Penalty: 38169.757812
Iteration 29Q: 20 clusters Score -1.26423e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 11463 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 14788 members 
Mstep: Class 5 contains 8718 members 
Mstep: Class 6 contains 20473 members 
Mstep: Class 7 contains 20827 members 
Mstep: Class 8 contains 17518 members 
Mstep: Class 9 contains 29494 members 
Mstep: Class 10 contains 18536 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 15 contains 8848 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 5875 members 
Mstep: Class 20 contains 20147 members 
Mstep: Class 21 contains 8956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642468.000000 Penalty: 38169.757812
Iteration 30Q: 20 clusters Score -1.264247e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 14762 members 
Mstep: Class 4 contains 14644 members 
Mstep: Class 5 contains 8749 members 
Mstep: Class 6 contains 20480 members 
Mstep: Class 7 contains 20719 members 
Mstep: Class 8 contains 17791 members 
Mstep: Class 9 contains 29455 members 
Mstep: Class 10 contains 18346 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 15 contains 8836 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 20 contains 20118 members 
Mstep: Class 21 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642607.000000 Penalty: 38169.757812
Iteration 31Q: 20 clusters Score -1.264261e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 14856 members 
Mstep: Class 4 contains 14511 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 20493 members 
Mstep: Class 7 contains 20584 members 
Mstep: Class 8 contains 18018 members 
Mstep: Class 9 contains 29434 members 
Mstep: Class 10 contains 18199 members 
Mstep: Class 11 contains 2807 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 1883 members 
Mstep: Class 15 contains 8823 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 20 contains 20089 members 
Mstep: Class 21 contains 9207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642686.000000 Penalty: 38169.757812
Iteration 32Q: 20 clusters Score -1.264269e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 14946 members 
Mstep: Class 4 contains 14366 members 
Mstep: Class 5 contains 8806 members 
Mstep: Class 6 contains 20502 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 18227 members 
Mstep: Class 9 contains 29425 members 
Mstep: Class 10 contains 18048 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 20 contains 20063 members 
Mstep: Class 21 contains 9355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642728.000000 Penalty: 38169.757812
Iteration 33Q: 20 clusters Score -1.264273e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 4 contains 14226 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 20507 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 18397 members 
Mstep: Class 9 contains 29424 members 
Mstep: Class 10 contains 17912 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 15 contains 8799 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 20 contains 20049 members 
Mstep: Class 21 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12642913.000000 Penalty: 38169.757812
Iteration 34Q: 20 clusters Score -1.264291e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 15092 members 
Mstep: Class 4 contains 14092 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 20518 members 
Mstep: Class 7 contains 20299 members 
Mstep: Class 8 contains 18545 members 
Mstep: Class 9 contains 29425 members 
Mstep: Class 10 contains 17804 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 15 contains 8790 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 5800 members 
Mstep: Class 20 contains 20033 members 
Mstep: Class 21 contains 9613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12643035.000000 Penalty: 38169.757812
Iteration 35Q: 20 clusters Score -1.264304e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 8862 members 
Mstep: Class 6 contains 20528 members 
Mstep: Class 7 contains 20225 members 
Mstep: Class 8 contains 18662 members 
Mstep: Class 9 contains 29427 members 
Mstep: Class 10 contains 17725 members 
Mstep: Class 11 contains 2812 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 5127 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 20 contains 20015 members 
Mstep: Class 21 contains 9704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12643091.000000 Penalty: 38169.757812
Iteration 36Q: 20 clusters Score -1.264309e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 15184 members 
Mstep: Class 4 contains 13899 members 
Mstep: Class 5 contains 8893 members 
Mstep: Class 6 contains 20533 members 
Mstep: Class 7 contains 20172 members 
Mstep: Class 8 contains 18763 members 
Mstep: Class 9 contains 29424 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 5114 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 20 contains 19985 members 
Mstep: Class 21 contains 9786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12643121.000000 Penalty: 38169.757812
Iteration 37Q: 20 clusters Score -1.264312e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 15235 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 6 contains 20543 members 
Mstep: Class 7 contains 20108 members 
Mstep: Class 8 contains 18838 members 
Mstep: Class 9 contains 29420 members 
Mstep: Class 10 contains 17622 members 
Mstep: Class 11 contains 2816 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 15 contains 8771 members 
Mstep: Class 16 contains 5099 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 20 contains 19954 members 
Mstep: Class 21 contains 9868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12643218.000000 Penalty: 38169.757812
Iteration 38Q: 20 clusters Score -1.264322e+07 nChanged 350
Entering ConstructFrom: 
Score: -12643218.000000 Penalty: 38169.757812
Entering ConstructFrom: 
Trying to split cluster 1 (8782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Entering Unmasked Estep 
Score: -471360.406250 Penalty: 1475.574707
	Iteration 0F: 2 clusters Score -471360.4 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 4382 members 
Entering Unmasked Estep 
Score: -465037.156250 Penalty: 2951.149414
	Iteration 0F: 3 clusters Score -465037.2 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -467087.437500 Penalty: 2951.149414
	Iteration 1F: 3 clusters Score -467087.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -467503.125000 Penalty: 2951.149414
	Iteration 2F: 3 clusters Score -467503.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -468071.656250 Penalty: 2951.149414
	Iteration 3F: 3 clusters Score -468071.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -468975.500000 Penalty: 2951.149414
	Iteration 4F: 3 clusters Score -468975.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -470192.375000 Penalty: 2951.149414
	Iteration 5F: 3 clusters Score -470192.4 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -471268.093750 Penalty: 2951.149414
	Iteration 6F: 3 clusters Score -471268.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -471983.218750 Penalty: 2951.149414
	Iteration 7F: 3 clusters Score -471983.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -472343.343750 Penalty: 2951.149414
	Iteration 8Q: 3 clusters Score -472343.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -472521.468750 Penalty: 2951.149414
	Iteration 9Q: 3 clusters Score -472521.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -472646.375000 Penalty: 2951.149414
	Iteration 10Q: 3 clusters Score -472646.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -472730.218750 Penalty: 2951.149414
	Iteration 11Q: 3 clusters Score -472730.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -472803.218750 Penalty: 2951.149414
	Iteration 12Q: 3 clusters Score -472803.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -472889.406250 Penalty: 2951.149414
	Iteration 13Q: 3 clusters Score -472889.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -473004.218750 Penalty: 2951.149414
	Iteration 14Q: 3 clusters Score -473004.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -473116.031250 Penalty: 2951.149414
	Iteration 15Q: 3 clusters Score -473116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -473201.437500 Penalty: 2951.149414
	Iteration 16Q: 3 clusters Score -473201.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -473257.218750 Penalty: 2951.149414
	Iteration 17Q: 3 clusters Score -473257.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -473309.218750 Penalty: 2951.149414
	Iteration 18Q: 3 clusters Score -473309.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -473358.406250 Penalty: 2951.149414
	Iteration 19Q: 3 clusters Score -473358.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -473401.125000 Penalty: 2951.149414
	Iteration 20F: 3 clusters Score -473401.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -473438.000000 Penalty: 2951.149414
	Iteration 21Q: 3 clusters Score -473438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -473465.562500 Penalty: 2951.149414
	Iteration 22Q: 3 clusters Score -473465.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -473482.625000 Penalty: 2951.149414
	Iteration 23Q: 3 clusters Score -473482.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -473494.781250 Penalty: 2951.149414
	Iteration 24Q: 3 clusters Score -473494.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -473507.093750 Penalty: 2951.149414
	Iteration 25Q: 3 clusters Score -473507.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -473517.843750 Penalty: 2951.149414
	Iteration 26Q: 3 clusters Score -473517.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -473527.687500 Penalty: 2951.149414
	Iteration 27Q: 3 clusters Score -473527.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -473537.843750 Penalty: 2951.149414
	Iteration 28Q: 3 clusters Score -473537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -473543.062500 Penalty: 2951.149414
	Iteration 29Q: 3 clusters Score -473543.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -473546.781250 Penalty: 2951.149414
	Iteration 30Q: 3 clusters Score -473546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -473547.812500 Penalty: 2951.149414
	Iteration 31Q: 3 clusters Score -473547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -473549.406250 Penalty: 2951.149414
	Iteration 32Q: 3 clusters Score -473549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -473549.812500 Penalty: 2951.149414
	Iteration 33Q: 3 clusters Score -473549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -473549.843750 Penalty: 2951.149414
	Iteration 34Q: 3 clusters Score -473549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -473551.593750 Penalty: 2951.149414
	Iteration 35Q: 3 clusters Score -473551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -473554.812500 Penalty: 2951.149414
	Iteration 36Q: 3 clusters Score -473554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -473556.281250 Penalty: 2951.149414
	Iteration 37Q: 3 clusters Score -473556.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -473558.781250 Penalty: 2951.149414
	Iteration 38Q: 3 clusters Score -473558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -473560.281250 Penalty: 2951.149414
	Iteration 39Q: 3 clusters Score -473560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -473561.500000 Penalty: 2951.149414
	Iteration 40F: 3 clusters Score -473561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -473560.687500 Penalty: 2951.149414
	Iteration 41Q: 3 clusters Score -473560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -473560.750000 Penalty: 2951.149414
	Iteration 42Q: 3 clusters Score -473560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -473560.750000 Penalty: 2951.149414
	Iteration 43F: 3 clusters Score -473560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 15293 members 
Mstep: Class 4 contains 13712 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 20048 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 29426 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Entering Unmasked Estep 
Score: -12644905.000000 Penalty: 40178.691406
Splitting cluster 1 changes total score from -12643218.000000 to -12644905.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -664641.437500 Penalty: 1518.896362
	Iteration 0F: 2 clusters Score -664641.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -656587.250000 Penalty: 3037.792725
	Iteration 0F: 3 clusters Score -656587.2 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -659392.562500 Penalty: 3037.792725
	Iteration 1F: 3 clusters Score -659392.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -659817.625000 Penalty: 3037.792725
	Iteration 2F: 3 clusters Score -659817.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -660251.000000 Penalty: 3037.792725
	Iteration 3F: 3 clusters Score -660251 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -660763.312500 Penalty: 3037.792725
	Iteration 4F: 3 clusters Score -660763.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -661313.187500 Penalty: 3037.792725
	Iteration 5F: 3 clusters Score -661313.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -661859.937500 Penalty: 3037.792725
	Iteration 6F: 3 clusters Score -661859.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -662334.312500 Penalty: 3037.792725
	Iteration 7F: 3 clusters Score -662334.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -662730.625000 Penalty: 3037.792725
	Iteration 8Q: 3 clusters Score -662730.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -663075.937500 Penalty: 3037.792725
	Iteration 9Q: 3 clusters Score -663075.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -663368.687500 Penalty: 3037.792725
	Iteration 10Q: 3 clusters Score -663368.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -663608.250000 Penalty: 3037.792725
	Iteration 11Q: 3 clusters Score -663608.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -663768.812500 Penalty: 3037.792725
	Iteration 12Q: 3 clusters Score -663768.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -663892.937500 Penalty: 3037.792725
	Iteration 13Q: 3 clusters Score -663892.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -663965.937500 Penalty: 3037.792725
	Iteration 14Q: 3 clusters Score -663965.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -664005.000000 Penalty: 3037.792725
	Iteration 15Q: 3 clusters Score -664005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -664035.125000 Penalty: 3037.792725
	Iteration 16Q: 3 clusters Score -664035.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -664053.062500 Penalty: 3037.792725
	Iteration 17Q: 3 clusters Score -664053.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -664066.437500 Penalty: 3037.792725
	Iteration 18Q: 3 clusters Score -664066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -664071.500000 Penalty: 3037.792725
	Iteration 19Q: 3 clusters Score -664071.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -664076.937500 Penalty: 3037.792725
	Iteration 20F: 3 clusters Score -664076.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -664080.625000 Penalty: 3037.792725
	Iteration 21Q: 3 clusters Score -664080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -664083.187500 Penalty: 3037.792725
	Iteration 22Q: 3 clusters Score -664083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -664087.125000 Penalty: 3037.792725
	Iteration 23Q: 3 clusters Score -664087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -664088.000000 Penalty: 3037.792725
	Iteration 24Q: 3 clusters Score -664088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -664089.000000 Penalty: 3037.792725
	Iteration 25Q: 3 clusters Score -664089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -664087.812500 Penalty: 3037.792725
	Iteration 26Q: 3 clusters Score -664087.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -664088.812500 Penalty: 3037.792725
	Iteration 27Q: 3 clusters Score -664088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -664089.562500 Penalty: 3037.792725
	Iteration 28Q: 3 clusters Score -664089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -664089.562500 Penalty: 3037.792725
	Iteration 29F: 3 clusters Score -664089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Entering Unmasked Estep 
Score: -902273.312500 Penalty: 1565.712036
	Iteration 0F: 2 clusters Score -902273.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -891819.875000 Penalty: 3131.424072
	Iteration 0F: 3 clusters Score -891819.9 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -896610.500000 Penalty: 3131.424072
	Iteration 1F: 3 clusters Score -896610.5 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -898431.687500 Penalty: 3131.424072
	Iteration 2F: 3 clusters Score -898431.7 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -900235.000000 Penalty: 3131.424072
	Iteration 3F: 3 clusters Score -900235 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -901276.125000 Penalty: 3131.424072
	Iteration 4F: 3 clusters Score -901276.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -901691.375000 Penalty: 3131.424072
	Iteration 5F: 3 clusters Score -901691.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -901861.312500 Penalty: 3131.424072
	Iteration 6Q: 3 clusters Score -901861.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -901933.062500 Penalty: 3131.424072
	Iteration 7Q: 3 clusters Score -901933.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -901979.250000 Penalty: 3131.424072
	Iteration 8Q: 3 clusters Score -901979.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -902014.125000 Penalty: 3131.424072
	Iteration 9Q: 3 clusters Score -902014.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -902041.000000 Penalty: 3131.424072
	Iteration 10Q: 3 clusters Score -902041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -902061.562500 Penalty: 3131.424072
	Iteration 11Q: 3 clusters Score -902061.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -902081.187500 Penalty: 3131.424072
	Iteration 12Q: 3 clusters Score -902081.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -902091.375000 Penalty: 3131.424072
	Iteration 13Q: 3 clusters Score -902091.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -902111.250000 Penalty: 3131.424072
	Iteration 14Q: 3 clusters Score -902111.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -902118.250000 Penalty: 3131.424072
	Iteration 15Q: 3 clusters Score -902118.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -902129.250000 Penalty: 3131.424072
	Iteration 16Q: 3 clusters Score -902129.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -902135.750000 Penalty: 3131.424072
	Iteration 17Q: 3 clusters Score -902135.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -902141.187500 Penalty: 3131.424072
	Iteration 18Q: 3 clusters Score -902141.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -902144.187500 Penalty: 3131.424072
	Iteration 19Q: 3 clusters Score -902144.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -902147.937500 Penalty: 3131.424072
	Iteration 20F: 3 clusters Score -902147.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -902148.625000 Penalty: 3131.424072
	Iteration 21Q: 3 clusters Score -902148.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -902151.562500 Penalty: 3131.424072
	Iteration 22Q: 3 clusters Score -902151.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -902155.375000 Penalty: 3131.424072
	Iteration 23Q: 3 clusters Score -902155.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -902157.937500 Penalty: 3131.424072
	Iteration 24Q: 3 clusters Score -902157.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -902161.437500 Penalty: 3131.424072
	Iteration 25Q: 3 clusters Score -902161.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -902161.250000 Penalty: 3131.424072
	Iteration 26Q: 3 clusters Score -902161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -902164.125000 Penalty: 3131.424072
	Iteration 27Q: 3 clusters Score -902164.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -902170.812500 Penalty: 3131.424072
	Iteration 28Q: 3 clusters Score -902170.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -902172.687500 Penalty: 3131.424072
	Iteration 29Q: 3 clusters Score -902172.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -902178.125000 Penalty: 3131.424072
	Iteration 30Q: 3 clusters Score -902178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -902176.500000 Penalty: 3131.424072
	Iteration 31Q: 3 clusters Score -902176.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -902180.125000 Penalty: 3131.424072
	Iteration 32Q: 3 clusters Score -902180.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -902185.250000 Penalty: 3131.424072
	Iteration 33Q: 3 clusters Score -902185.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -902188.687500 Penalty: 3131.424072
	Iteration 34Q: 3 clusters Score -902188.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -902190.250000 Penalty: 3131.424072
	Iteration 35Q: 3 clusters Score -902190.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -902196.312500 Penalty: 3131.424072
	Iteration 36Q: 3 clusters Score -902196.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -902199.125000 Penalty: 3131.424072
	Iteration 37Q: 3 clusters Score -902199.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -902203.500000 Penalty: 3131.424072
	Iteration 38Q: 3 clusters Score -902203.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -902206.250000 Penalty: 3131.424072
	Iteration 39Q: 3 clusters Score -902206.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -902209.125000 Penalty: 3131.424072
	Iteration 40F: 3 clusters Score -902209.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -902214.625000 Penalty: 3131.424072
	Iteration 41Q: 3 clusters Score -902214.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -902222.437500 Penalty: 3131.424072
	Iteration 42Q: 3 clusters Score -902222.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -902228.500000 Penalty: 3131.424072
	Iteration 43Q: 3 clusters Score -902228.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -902230.625000 Penalty: 3131.424072
	Iteration 44Q: 3 clusters Score -902230.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -902234.375000 Penalty: 3131.424072
	Iteration 45Q: 3 clusters Score -902234.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -902240.750000 Penalty: 3131.424072
	Iteration 46Q: 3 clusters Score -902240.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -902245.812500 Penalty: 3131.424072
	Iteration 47Q: 3 clusters Score -902245.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -902254.937500 Penalty: 3131.424072
	Iteration 48Q: 3 clusters Score -902254.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -902260.875000 Penalty: 3131.424072
	Iteration 49Q: 3 clusters Score -902260.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -902272.562500 Penalty: 3131.424072
	Iteration 50Q: 3 clusters Score -902272.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -902281.375000 Penalty: 3131.424072
	Iteration 51Q: 3 clusters Score -902281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -902292.750000 Penalty: 3131.424072
	Iteration 52Q: 3 clusters Score -902292.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -902302.375000 Penalty: 3131.424072
	Iteration 53Q: 3 clusters Score -902302.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -902309.937500 Penalty: 3131.424072
	Iteration 54Q: 3 clusters Score -902309.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -902316.750000 Penalty: 3131.424072
	Iteration 55Q: 3 clusters Score -902316.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -902319.312500 Penalty: 3131.424072
	Iteration 56Q: 3 clusters Score -902319.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -902326.500000 Penalty: 3131.424072
	Iteration 57Q: 3 clusters Score -902326.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -902334.937500 Penalty: 3131.424072
	Iteration 58Q: 3 clusters Score -902334.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -902340.625000 Penalty: 3131.424072
	Iteration 59Q: 3 clusters Score -902340.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -902352.625000 Penalty: 3131.424072
	Iteration 60F: 3 clusters Score -902352.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -902365.312500 Penalty: 3131.424072
	Iteration 61Q: 3 clusters Score -902365.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -902374.687500 Penalty: 3131.424072
	Iteration 62Q: 3 clusters Score -902374.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -902385.062500 Penalty: 3131.424072
	Iteration 63Q: 3 clusters Score -902385.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -902387.250000 Penalty: 3131.424072
	Iteration 64Q: 3 clusters Score -902387.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -902394.562500 Penalty: 3131.424072
	Iteration 65Q: 3 clusters Score -902394.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -902403.062500 Penalty: 3131.424072
	Iteration 66Q: 3 clusters Score -902403.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -902414.375000 Penalty: 3131.424072
	Iteration 67Q: 3 clusters Score -902414.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -902419.875000 Penalty: 3131.424072
	Iteration 68Q: 3 clusters Score -902419.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -902423.937500 Penalty: 3131.424072
	Iteration 69Q: 3 clusters Score -902423.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -902427.437500 Penalty: 3131.424072
	Iteration 70Q: 3 clusters Score -902427.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -902432.250000 Penalty: 3131.424072
	Iteration 71Q: 3 clusters Score -902432.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -902442.875000 Penalty: 3131.424072
	Iteration 72Q: 3 clusters Score -902442.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -902453.375000 Penalty: 3131.424072
	Iteration 73Q: 3 clusters Score -902453.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -902459.125000 Penalty: 3131.424072
	Iteration 74Q: 3 clusters Score -902459.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -902471.625000 Penalty: 3131.424072
	Iteration 75Q: 3 clusters Score -902471.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -902481.500000 Penalty: 3131.424072
	Iteration 76Q: 3 clusters Score -902481.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -902497.562500 Penalty: 3131.424072
	Iteration 77Q: 3 clusters Score -902497.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -902511.250000 Penalty: 3131.424072
	Iteration 78Q: 3 clusters Score -902511.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -902525.000000 Penalty: 3131.424072
	Iteration 79Q: 3 clusters Score -902525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -902537.562500 Penalty: 3131.424072
	Iteration 80F: 3 clusters Score -902537.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -902546.062500 Penalty: 3131.424072
	Iteration 81Q: 3 clusters Score -902546.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -902554.875000 Penalty: 3131.424072
	Iteration 82Q: 3 clusters Score -902554.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -902559.625000 Penalty: 3131.424072
	Iteration 83Q: 3 clusters Score -902559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -902568.625000 Penalty: 3131.424072
	Iteration 84Q: 3 clusters Score -902568.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -902575.875000 Penalty: 3131.424072
	Iteration 85Q: 3 clusters Score -902575.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -902582.500000 Penalty: 3131.424072
	Iteration 86Q: 3 clusters Score -902582.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -902591.187500 Penalty: 3131.424072
	Iteration 87Q: 3 clusters Score -902591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -902593.875000 Penalty: 3131.424072
	Iteration 88Q: 3 clusters Score -902593.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -902596.937500 Penalty: 3131.424072
	Iteration 89Q: 3 clusters Score -902596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -902600.250000 Penalty: 3131.424072
	Iteration 90Q: 3 clusters Score -902600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -902600.875000 Penalty: 3131.424072
	Iteration 91Q: 3 clusters Score -902600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -902604.562500 Penalty: 3131.424072
	Iteration 92Q: 3 clusters Score -902604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -902606.375000 Penalty: 3131.424072
	Iteration 93Q: 3 clusters Score -902606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -902608.625000 Penalty: 3131.424072
	Iteration 94Q: 3 clusters Score -902608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -902610.187500 Penalty: 3131.424072
	Iteration 95Q: 3 clusters Score -902610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -902611.750000 Penalty: 3131.424072
	Iteration 96Q: 3 clusters Score -902611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -902612.875000 Penalty: 3131.424072
	Iteration 97Q: 3 clusters Score -902612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -902617.750000 Penalty: 3131.424072
	Iteration 98Q: 3 clusters Score -902617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -902619.812500 Penalty: 3131.424072
	Iteration 99Q: 3 clusters Score -902619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -902624.687500 Penalty: 3131.424072
	Iteration 100F: 3 clusters Score -902624.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -902632.187500 Penalty: 3131.424072
	Iteration 101Q: 3 clusters Score -902632.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -902634.187500 Penalty: 3131.424072
	Iteration 102Q: 3 clusters Score -902634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -902637.187500 Penalty: 3131.424072
	Iteration 103Q: 3 clusters Score -902637.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -902642.437500 Penalty: 3131.424072
	Iteration 104Q: 3 clusters Score -902642.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -902642.312500 Penalty: 3131.424072
	Iteration 105Q: 3 clusters Score -902642.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -902641.000000 Penalty: 3131.424072
	Iteration 106Q: 3 clusters Score -902641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -902642.562500 Penalty: 3131.424072
	Iteration 107Q: 3 clusters Score -902642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -902643.437500 Penalty: 3131.424072
	Iteration 108Q: 3 clusters Score -902643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -902643.437500 Penalty: 3131.424072
	Iteration 109F: 3 clusters Score -902643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 13712 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 20048 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 29426 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Entering Unmasked Estep 
Score: -12644858.000000 Penalty: 42187.628906
Splitting cluster 3 changes total score from -12643218.000000 to -12644858.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (13712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Entering Unmasked Estep 
Score: -780997.000000 Penalty: 1547.979370
	Iteration 0F: 2 clusters Score -780997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -771443.937500 Penalty: 3095.958740
	Iteration 0F: 3 clusters Score -771443.9 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -774985.750000 Penalty: 3095.958740
	Iteration 1F: 3 clusters Score -774985.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -775902.937500 Penalty: 3095.958740
	Iteration 2F: 3 clusters Score -775902.9 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -777388.750000 Penalty: 3095.958740
	Iteration 3F: 3 clusters Score -777388.8 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -779527.562500 Penalty: 3095.958740
	Iteration 4F: 3 clusters Score -779527.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -782771.750000 Penalty: 3095.958740
	Iteration 5F: 3 clusters Score -782771.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -786367.062500 Penalty: 3095.958740
	Iteration 6F: 3 clusters Score -786367.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -786917.375000 Penalty: 3095.958740
	Iteration 7Q: 3 clusters Score -786917.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -786926.750000 Penalty: 3095.958740
	Iteration 8Q: 3 clusters Score -786926.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -786930.500000 Penalty: 3095.958740
	Iteration 9Q: 3 clusters Score -786930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -786930.375000 Penalty: 3095.958740
	Iteration 10Q: 3 clusters Score -786930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -786929.312500 Penalty: 3095.958740
	Iteration 11Q: 3 clusters Score -786929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -786930.187500 Penalty: 3095.958740
	Iteration 12Q: 3 clusters Score -786930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -786930.937500 Penalty: 3095.958740
	Iteration 13Q: 3 clusters Score -786930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -786930.500000 Penalty: 3095.958740
	Iteration 14Q: 3 clusters Score -786930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -786930.500000 Penalty: 3095.958740
	Iteration 15F: 3 clusters Score -786930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 20048 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 29426 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Entering Unmasked Estep 
Score: -12650334.000000 Penalty: 44196.562500
Splitting cluster 4 changes total score from -12643218.000000 to -12650334.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -529839.375000 Penalty: 1478.744629
	Iteration 0F: 2 clusters Score -529839.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -523425.437500 Penalty: 2957.489258
	Iteration 0F: 3 clusters Score -523425.4 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -525515.437500 Penalty: 2957.489258
	Iteration 1F: 3 clusters Score -525515.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -525833.875000 Penalty: 2957.489258
	Iteration 2F: 3 clusters Score -525833.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -526149.937500 Penalty: 2957.489258
	Iteration 3F: 3 clusters Score -526149.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -526535.812500 Penalty: 2957.489258
	Iteration 4F: 3 clusters Score -526535.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -526952.437500 Penalty: 2957.489258
	Iteration 5F: 3 clusters Score -526952.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -527368.500000 Penalty: 2957.489258
	Iteration 6F: 3 clusters Score -527368.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -527760.000000 Penalty: 2957.489258
	Iteration 7F: 3 clusters Score -527760 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -528062.000000 Penalty: 2957.489258
	Iteration 8Q: 3 clusters Score -528062 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -528290.625000 Penalty: 2957.489258
	Iteration 9Q: 3 clusters Score -528290.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -528421.500000 Penalty: 2957.489258
	Iteration 10Q: 3 clusters Score -528421.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -528489.187500 Penalty: 2957.489258
	Iteration 11Q: 3 clusters Score -528489.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -528530.000000 Penalty: 2957.489258
	Iteration 12Q: 3 clusters Score -528530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -528556.062500 Penalty: 2957.489258
	Iteration 13Q: 3 clusters Score -528556.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -528578.687500 Penalty: 2957.489258
	Iteration 14Q: 3 clusters Score -528578.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -528591.562500 Penalty: 2957.489258
	Iteration 15Q: 3 clusters Score -528591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -528602.000000 Penalty: 2957.489258
	Iteration 16Q: 3 clusters Score -528602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -528614.125000 Penalty: 2957.489258
	Iteration 17Q: 3 clusters Score -528614.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -528625.812500 Penalty: 2957.489258
	Iteration 18Q: 3 clusters Score -528625.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -528638.125000 Penalty: 2957.489258
	Iteration 19Q: 3 clusters Score -528638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -528646.937500 Penalty: 2957.489258
	Iteration 20F: 3 clusters Score -528646.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -528654.187500 Penalty: 2957.489258
	Iteration 21Q: 3 clusters Score -528654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -528662.437500 Penalty: 2957.489258
	Iteration 22Q: 3 clusters Score -528662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -528672.187500 Penalty: 2957.489258
	Iteration 23Q: 3 clusters Score -528672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -528681.187500 Penalty: 2957.489258
	Iteration 24Q: 3 clusters Score -528681.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -528692.937500 Penalty: 2957.489258
	Iteration 25Q: 3 clusters Score -528692.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -528711.437500 Penalty: 2957.489258
	Iteration 26Q: 3 clusters Score -528711.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -528728.937500 Penalty: 2957.489258
	Iteration 27Q: 3 clusters Score -528728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -528738.750000 Penalty: 2957.489258
	Iteration 28Q: 3 clusters Score -528738.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -528746.375000 Penalty: 2957.489258
	Iteration 29Q: 3 clusters Score -528746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -528751.875000 Penalty: 2957.489258
	Iteration 30Q: 3 clusters Score -528751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -528754.500000 Penalty: 2957.489258
	Iteration 31Q: 3 clusters Score -528754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -528756.687500 Penalty: 2957.489258
	Iteration 32Q: 3 clusters Score -528756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -528759.625000 Penalty: 2957.489258
	Iteration 33Q: 3 clusters Score -528759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -528760.750000 Penalty: 2957.489258
	Iteration 34Q: 3 clusters Score -528760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -528760.750000 Penalty: 2957.489258
	Iteration 35F: 3 clusters Score -528760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Entering Unmasked Estep 
Score: -1157844.125000 Penalty: 1613.685669
	Iteration 0F: 2 clusters Score -1157844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1143893.875000 Penalty: 3227.371338
	Iteration 0F: 3 clusters Score -1143894 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1149036.250000 Penalty: 3227.371338
	Iteration 1F: 3 clusters Score -1149036 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1149472.000000 Penalty: 3227.371338
	Iteration 2F: 3 clusters Score -1149472 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1149930.875000 Penalty: 3227.371338
	Iteration 3Q: 3 clusters Score -1149931 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1150360.250000 Penalty: 3227.371338
	Iteration 4Q: 3 clusters Score -1150360 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1150794.625000 Penalty: 3227.371338
	Iteration 5Q: 3 clusters Score -1150795 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1151225.875000 Penalty: 3227.371338
	Iteration 6Q: 3 clusters Score -1151226 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1151668.250000 Penalty: 3227.371338
	Iteration 7Q: 3 clusters Score -1151668 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1152114.375000 Penalty: 3227.371338
	Iteration 8Q: 3 clusters Score -1152114 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1152568.125000 Penalty: 3227.371338
	Iteration 9Q: 3 clusters Score -1152568 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1153195.250000 Penalty: 3227.371338
	Iteration 10Q: 3 clusters Score -1153195 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1154129.375000 Penalty: 3227.371338
	Iteration 11F: 3 clusters Score -1154129 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1155317.625000 Penalty: 3227.371338
	Iteration 12F: 3 clusters Score -1155318 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1156749.625000 Penalty: 3227.371338
	Iteration 13F: 3 clusters Score -1156750 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1158059.375000 Penalty: 3227.371338
	Iteration 14F: 3 clusters Score -1158059 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1159006.500000 Penalty: 3227.371338
	Iteration 15Q: 3 clusters Score -1159006 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1159472.500000 Penalty: 3227.371338
	Iteration 16Q: 3 clusters Score -1159472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1159647.250000 Penalty: 3227.371338
	Iteration 17Q: 3 clusters Score -1159647 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1159703.250000 Penalty: 3227.371338
	Iteration 18Q: 3 clusters Score -1159703 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1159719.625000 Penalty: 3227.371338
	Iteration 19Q: 3 clusters Score -1159720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1159721.500000 Penalty: 3227.371338
	Iteration 20F: 3 clusters Score -1159722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1159724.875000 Penalty: 3227.371338
	Iteration 21Q: 3 clusters Score -1159725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1159724.625000 Penalty: 3227.371338
	Iteration 22Q: 3 clusters Score -1159725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1159724.625000 Penalty: 3227.371338
	Iteration 23Q: 3 clusters Score -1159725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1159724.500000 Penalty: 3227.371338
	Iteration 24Q: 3 clusters Score -1159724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1159723.000000 Penalty: 3227.371338
	Iteration 25Q: 3 clusters Score -1159723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1159722.375000 Penalty: 3227.371338
	Iteration 26Q: 3 clusters Score -1159722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1159723.125000 Penalty: 3227.371338
	Iteration 27Q: 3 clusters Score -1159723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1159723.125000 Penalty: 3227.371338
	Iteration 28F: 3 clusters Score -1159723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 20048 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 29426 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Entering Unmasked Estep 
Score: -12651839.000000 Penalty: 46205.496094
Splitting cluster 6 changes total score from -12643218.000000 to -12651839.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (20048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Entering Unmasked Estep 
Score: -1113624.250000 Penalty: 1609.706299
	Iteration 0F: 2 clusters Score -1113624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1099968.750000 Penalty: 3219.412598
	Iteration 0F: 3 clusters Score -1099969 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1105969.375000 Penalty: 3219.412598
	Iteration 1F: 3 clusters Score -1105969 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1108087.750000 Penalty: 3219.412598
	Iteration 2F: 3 clusters Score -1108088 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1110951.750000 Penalty: 3219.412598
	Iteration 3F: 3 clusters Score -1110952 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1113162.875000 Penalty: 3219.412598
	Iteration 4F: 3 clusters Score -1113163 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1114553.875000 Penalty: 3219.412598
	Iteration 5F: 3 clusters Score -1114554 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1115551.125000 Penalty: 3219.412598
	Iteration 6Q: 3 clusters Score -1115551 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1116253.375000 Penalty: 3219.412598
	Iteration 7Q: 3 clusters Score -1116253 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1116641.625000 Penalty: 3219.412598
	Iteration 8Q: 3 clusters Score -1116642 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1116852.125000 Penalty: 3219.412598
	Iteration 9Q: 3 clusters Score -1116852 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1117026.500000 Penalty: 3219.412598
	Iteration 10Q: 3 clusters Score -1117026 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1117181.750000 Penalty: 3219.412598
	Iteration 11Q: 3 clusters Score -1117182 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1117315.375000 Penalty: 3219.412598
	Iteration 12Q: 3 clusters Score -1117315 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1117425.375000 Penalty: 3219.412598
	Iteration 13Q: 3 clusters Score -1117425 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1117519.500000 Penalty: 3219.412598
	Iteration 14Q: 3 clusters Score -1117520 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1117596.000000 Penalty: 3219.412598
	Iteration 15Q: 3 clusters Score -1117596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1117657.500000 Penalty: 3219.412598
	Iteration 16Q: 3 clusters Score -1117658 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1117709.750000 Penalty: 3219.412598
	Iteration 17Q: 3 clusters Score -1117710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1117742.000000 Penalty: 3219.412598
	Iteration 18Q: 3 clusters Score -1117742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1117765.125000 Penalty: 3219.412598
	Iteration 19Q: 3 clusters Score -1117765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1117789.750000 Penalty: 3219.412598
	Iteration 20F: 3 clusters Score -1117790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1117810.750000 Penalty: 3219.412598
	Iteration 21Q: 3 clusters Score -1117811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1117834.625000 Penalty: 3219.412598
	Iteration 22Q: 3 clusters Score -1117835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1117850.125000 Penalty: 3219.412598
	Iteration 23Q: 3 clusters Score -1117850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1117875.500000 Penalty: 3219.412598
	Iteration 24Q: 3 clusters Score -1117876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1117900.500000 Penalty: 3219.412598
	Iteration 25Q: 3 clusters Score -1117900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1117922.125000 Penalty: 3219.412598
	Iteration 26Q: 3 clusters Score -1117922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1117936.875000 Penalty: 3219.412598
	Iteration 27Q: 3 clusters Score -1117937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1117950.250000 Penalty: 3219.412598
	Iteration 28Q: 3 clusters Score -1117950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1117955.750000 Penalty: 3219.412598
	Iteration 29Q: 3 clusters Score -1117956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1117964.000000 Penalty: 3219.412598
	Iteration 30Q: 3 clusters Score -1117964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1117984.875000 Penalty: 3219.412598
	Iteration 31Q: 3 clusters Score -1117985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1117994.625000 Penalty: 3219.412598
	Iteration 32Q: 3 clusters Score -1117995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1118008.000000 Penalty: 3219.412598
	Iteration 33Q: 3 clusters Score -1118008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1118014.500000 Penalty: 3219.412598
	Iteration 34Q: 3 clusters Score -1118014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1118018.125000 Penalty: 3219.412598
	Iteration 35Q: 3 clusters Score -1118018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1118020.625000 Penalty: 3219.412598
	Iteration 36Q: 3 clusters Score -1118021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1118024.625000 Penalty: 3219.412598
	Iteration 37Q: 3 clusters Score -1118025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1118028.500000 Penalty: 3219.412598
	Iteration 38Q: 3 clusters Score -1118028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1118034.375000 Penalty: 3219.412598
	Iteration 39Q: 3 clusters Score -1118034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1118043.375000 Penalty: 3219.412598
	Iteration 40F: 3 clusters Score -1118043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1118051.625000 Penalty: 3219.412598
	Iteration 41Q: 3 clusters Score -1118052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1118057.375000 Penalty: 3219.412598
	Iteration 42Q: 3 clusters Score -1118057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1118066.375000 Penalty: 3219.412598
	Iteration 43Q: 3 clusters Score -1118066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1118073.750000 Penalty: 3219.412598
	Iteration 44Q: 3 clusters Score -1118074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1118080.375000 Penalty: 3219.412598
	Iteration 45Q: 3 clusters Score -1118080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1118088.125000 Penalty: 3219.412598
	Iteration 46Q: 3 clusters Score -1118088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1118096.000000 Penalty: 3219.412598
	Iteration 47Q: 3 clusters Score -1118096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1118096.000000 Penalty: 3219.412598
	Iteration 48Q: 3 clusters Score -1118096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1118098.500000 Penalty: 3219.412598
	Iteration 49Q: 3 clusters Score -1118098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1118101.375000 Penalty: 3219.412598
	Iteration 50Q: 3 clusters Score -1118101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1118104.875000 Penalty: 3219.412598
	Iteration 51Q: 3 clusters Score -1118105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1118105.375000 Penalty: 3219.412598
	Iteration 52Q: 3 clusters Score -1118105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1118104.000000 Penalty: 3219.412598
	Iteration 53Q: 3 clusters Score -1118104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1118107.000000 Penalty: 3219.412598
	Iteration 54Q: 3 clusters Score -1118107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1118111.250000 Penalty: 3219.412598
	Iteration 55Q: 3 clusters Score -1118111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1118110.500000 Penalty: 3219.412598
	Iteration 56Q: 3 clusters Score -1118110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1118109.875000 Penalty: 3219.412598
	Iteration 57Q: 3 clusters Score -1118110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1118113.500000 Penalty: 3219.412598
	Iteration 58Q: 3 clusters Score -1118114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1118112.375000 Penalty: 3219.412598
	Iteration 59Q: 3 clusters Score -1118112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1118113.000000 Penalty: 3219.412598
	Iteration 60F: 3 clusters Score -1118113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 29426 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Entering Unmasked Estep 
Score: -12655999.000000 Penalty: 48214.429688
Splitting cluster 7 changes total score from -12643218.000000 to -12655999.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (18894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Entering Unmasked Estep 
Score: -1077598.250000 Penalty: 1600.072388
	Iteration 0F: 2 clusters Score -1077598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1064752.875000 Penalty: 3200.144775
	Iteration 0F: 3 clusters Score -1064753 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1070010.625000 Penalty: 3200.144775
	Iteration 1F: 3 clusters Score -1070011 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1071025.000000 Penalty: 3200.144775
	Iteration 2F: 3 clusters Score -1071025 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1072184.125000 Penalty: 3200.144775
	Iteration 3F: 3 clusters Score -1072184 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1073215.625000 Penalty: 3200.144775
	Iteration 4F: 3 clusters Score -1073216 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1073961.500000 Penalty: 3200.144775
	Iteration 5F: 3 clusters Score -1073962 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1074424.750000 Penalty: 3200.144775
	Iteration 6Q: 3 clusters Score -1074425 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1074722.000000 Penalty: 3200.144775
	Iteration 7Q: 3 clusters Score -1074722 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1074962.750000 Penalty: 3200.144775
	Iteration 8Q: 3 clusters Score -1074963 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1075148.375000 Penalty: 3200.144775
	Iteration 9Q: 3 clusters Score -1075148 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1075284.125000 Penalty: 3200.144775
	Iteration 10Q: 3 clusters Score -1075284 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1075407.750000 Penalty: 3200.144775
	Iteration 11Q: 3 clusters Score -1075408 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1075534.875000 Penalty: 3200.144775
	Iteration 12Q: 3 clusters Score -1075535 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1075657.875000 Penalty: 3200.144775
	Iteration 13Q: 3 clusters Score -1075658 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1075786.000000 Penalty: 3200.144775
	Iteration 14Q: 3 clusters Score -1075786 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1075883.500000 Penalty: 3200.144775
	Iteration 15Q: 3 clusters Score -1075884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1075976.250000 Penalty: 3200.144775
	Iteration 16Q: 3 clusters Score -1075976 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1076038.250000 Penalty: 3200.144775
	Iteration 17Q: 3 clusters Score -1076038 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1076083.750000 Penalty: 3200.144775
	Iteration 18Q: 3 clusters Score -1076084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1076121.000000 Penalty: 3200.144775
	Iteration 19Q: 3 clusters Score -1076121 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1076153.125000 Penalty: 3200.144775
	Iteration 20F: 3 clusters Score -1076153 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1076183.500000 Penalty: 3200.144775
	Iteration 21Q: 3 clusters Score -1076184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1076209.750000 Penalty: 3200.144775
	Iteration 22Q: 3 clusters Score -1076210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1076237.375000 Penalty: 3200.144775
	Iteration 23Q: 3 clusters Score -1076237 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1076263.375000 Penalty: 3200.144775
	Iteration 24Q: 3 clusters Score -1076263 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1076287.750000 Penalty: 3200.144775
	Iteration 25Q: 3 clusters Score -1076288 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1076322.125000 Penalty: 3200.144775
	Iteration 26Q: 3 clusters Score -1076322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1076352.375000 Penalty: 3200.144775
	Iteration 27Q: 3 clusters Score -1076352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1076378.750000 Penalty: 3200.144775
	Iteration 28Q: 3 clusters Score -1076379 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1076412.125000 Penalty: 3200.144775
	Iteration 29Q: 3 clusters Score -1076412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1076452.000000 Penalty: 3200.144775
	Iteration 30Q: 3 clusters Score -1076452 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1076479.500000 Penalty: 3200.144775
	Iteration 31Q: 3 clusters Score -1076480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1076511.875000 Penalty: 3200.144775
	Iteration 32Q: 3 clusters Score -1076512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1076543.500000 Penalty: 3200.144775
	Iteration 33Q: 3 clusters Score -1076544 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1076574.875000 Penalty: 3200.144775
	Iteration 34Q: 3 clusters Score -1076575 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1076601.250000 Penalty: 3200.144775
	Iteration 35Q: 3 clusters Score -1076601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1076617.000000 Penalty: 3200.144775
	Iteration 36Q: 3 clusters Score -1076617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1076632.250000 Penalty: 3200.144775
	Iteration 37Q: 3 clusters Score -1076632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1076650.625000 Penalty: 3200.144775
	Iteration 38Q: 3 clusters Score -1076651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1076655.875000 Penalty: 3200.144775
	Iteration 39Q: 3 clusters Score -1076656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1076675.750000 Penalty: 3200.144775
	Iteration 40F: 3 clusters Score -1076676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1076696.375000 Penalty: 3200.144775
	Iteration 41Q: 3 clusters Score -1076696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1076721.250000 Penalty: 3200.144775
	Iteration 42Q: 3 clusters Score -1076721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1076741.875000 Penalty: 3200.144775
	Iteration 43Q: 3 clusters Score -1076742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1076759.000000 Penalty: 3200.144775
	Iteration 44Q: 3 clusters Score -1076759 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1076770.250000 Penalty: 3200.144775
	Iteration 45Q: 3 clusters Score -1076770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1076784.375000 Penalty: 3200.144775
	Iteration 46Q: 3 clusters Score -1076784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1076803.750000 Penalty: 3200.144775
	Iteration 47Q: 3 clusters Score -1076804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1076819.875000 Penalty: 3200.144775
	Iteration 48Q: 3 clusters Score -1076820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1076836.875000 Penalty: 3200.144775
	Iteration 49Q: 3 clusters Score -1076837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1076845.750000 Penalty: 3200.144775
	Iteration 50Q: 3 clusters Score -1076846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1076863.875000 Penalty: 3200.144775
	Iteration 51Q: 3 clusters Score -1076864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1076868.000000 Penalty: 3200.144775
	Iteration 52Q: 3 clusters Score -1076868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1076878.625000 Penalty: 3200.144775
	Iteration 53Q: 3 clusters Score -1076879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1076889.625000 Penalty: 3200.144775
	Iteration 54Q: 3 clusters Score -1076890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1076895.125000 Penalty: 3200.144775
	Iteration 55Q: 3 clusters Score -1076895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -1076899.750000 Penalty: 3200.144775
	Iteration 56Q: 3 clusters Score -1076900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1076904.375000 Penalty: 3200.144775
	Iteration 57Q: 3 clusters Score -1076904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1076910.625000 Penalty: 3200.144775
	Iteration 58Q: 3 clusters Score -1076911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1076911.500000 Penalty: 3200.144775
	Iteration 59Q: 3 clusters Score -1076912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1076914.000000 Penalty: 3200.144775
	Iteration 60F: 3 clusters Score -1076914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1076919.250000 Penalty: 3200.144775
	Iteration 61Q: 3 clusters Score -1076919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1076919.500000 Penalty: 3200.144775
	Iteration 62Q: 3 clusters Score -1076920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1076924.625000 Penalty: 3200.144775
	Iteration 63Q: 3 clusters Score -1076925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1076922.750000 Penalty: 3200.144775
	Iteration 64Q: 3 clusters Score -1076923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1076926.625000 Penalty: 3200.144775
	Iteration 65Q: 3 clusters Score -1076927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1076926.250000 Penalty: 3200.144775
	Iteration 66Q: 3 clusters Score -1076926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1076927.125000 Penalty: 3200.144775
	Iteration 67Q: 3 clusters Score -1076927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1076926.000000 Penalty: 3200.144775
	Iteration 68Q: 3 clusters Score -1076926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1076926.500000 Penalty: 3200.144775
	Iteration 69Q: 3 clusters Score -1076926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1076927.125000 Penalty: 3200.144775
	Iteration 70Q: 3 clusters Score -1076927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1076925.625000 Penalty: 3200.144775
	Iteration 71Q: 3 clusters Score -1076926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1076924.750000 Penalty: 3200.144775
	Iteration 72Q: 3 clusters Score -1076925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1076926.125000 Penalty: 3200.144775
	Iteration 73Q: 3 clusters Score -1076926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1076925.500000 Penalty: 3200.144775
	Iteration 74Q: 3 clusters Score -1076926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1076926.375000 Penalty: 3200.144775
	Iteration 75Q: 3 clusters Score -1076926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1076927.125000 Penalty: 3200.144775
	Iteration 76Q: 3 clusters Score -1076927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1076927.125000 Penalty: 3200.144775
	Iteration 77F: 3 clusters Score -1076927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Entering Unmasked Estep 
Score: -1725959.875000 Penalty: 1672.065430
	Iteration 0F: 2 clusters Score -1725960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1706098.625000 Penalty: 3344.130859
	Iteration 0F: 3 clusters Score -1706099 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1713693.625000 Penalty: 3344.130859
	Iteration 1F: 3 clusters Score -1713694 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1714292.750000 Penalty: 3344.130859
	Iteration 2F: 3 clusters Score -1714293 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1715073.750000 Penalty: 3344.130859
	Iteration 3F: 3 clusters Score -1715074 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1716154.375000 Penalty: 3344.130859
	Iteration 4F: 3 clusters Score -1716154 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1717622.625000 Penalty: 3344.130859
	Iteration 5F: 3 clusters Score -1717623 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1719509.250000 Penalty: 3344.130859
	Iteration 6F: 3 clusters Score -1719509 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1721354.125000 Penalty: 3344.130859
	Iteration 7F: 3 clusters Score -1721354 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1722818.250000 Penalty: 3344.130859
	Iteration 8F: 3 clusters Score -1722818 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1723833.500000 Penalty: 3344.130859
	Iteration 9Q: 3 clusters Score -1723834 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1724507.125000 Penalty: 3344.130859
	Iteration 10Q: 3 clusters Score -1724507 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1724986.750000 Penalty: 3344.130859
	Iteration 11Q: 3 clusters Score -1724987 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1725322.000000 Penalty: 3344.130859
	Iteration 12Q: 3 clusters Score -1725322 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1725627.500000 Penalty: 3344.130859
	Iteration 13Q: 3 clusters Score -1725628 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1725871.375000 Penalty: 3344.130859
	Iteration 14Q: 3 clusters Score -1725871 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1726101.000000 Penalty: 3344.130859
	Iteration 15Q: 3 clusters Score -1726101 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1726366.375000 Penalty: 3344.130859
	Iteration 16Q: 3 clusters Score -1726366 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1726673.750000 Penalty: 3344.130859
	Iteration 17Q: 3 clusters Score -1726674 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1727006.125000 Penalty: 3344.130859
	Iteration 18Q: 3 clusters Score -1727006 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1727318.000000 Penalty: 3344.130859
	Iteration 19Q: 3 clusters Score -1727318 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1727593.500000 Penalty: 3344.130859
	Iteration 20F: 3 clusters Score -1727594 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1727762.500000 Penalty: 3344.130859
	Iteration 21Q: 3 clusters Score -1727762 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1727843.125000 Penalty: 3344.130859
	Iteration 22Q: 3 clusters Score -1727843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1727890.500000 Penalty: 3344.130859
	Iteration 23Q: 3 clusters Score -1727890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1727922.375000 Penalty: 3344.130859
	Iteration 24Q: 3 clusters Score -1727922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1727938.500000 Penalty: 3344.130859
	Iteration 25Q: 3 clusters Score -1727938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1727952.250000 Penalty: 3344.130859
	Iteration 26Q: 3 clusters Score -1727952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1727957.000000 Penalty: 3344.130859
	Iteration 27Q: 3 clusters Score -1727957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1727966.500000 Penalty: 3344.130859
	Iteration 28Q: 3 clusters Score -1727966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1727963.625000 Penalty: 3344.130859
	Iteration 29Q: 3 clusters Score -1727964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1727963.750000 Penalty: 3344.130859
	Iteration 30Q: 3 clusters Score -1727964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1727964.125000 Penalty: 3344.130859
	Iteration 31Q: 3 clusters Score -1727964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1727965.250000 Penalty: 3344.130859
	Iteration 32Q: 3 clusters Score -1727965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1727964.000000 Penalty: 3344.130859
	Iteration 33Q: 3 clusters Score -1727964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1727963.500000 Penalty: 3344.130859
	Iteration 34Q: 3 clusters Score -1727964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1727962.875000 Penalty: 3344.130859
	Iteration 35Q: 3 clusters Score -1727963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1727962.875000 Penalty: 3344.130859
	Iteration 36F: 3 clusters Score -1727963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Entering Unmasked Estep 
Score: -12657615.000000 Penalty: 50223.367188
Splitting cluster 9 changes total score from -12643218.000000 to -12657615.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (17575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Entering Unmasked Estep 
Score: -1020372.125000 Penalty: 1588.312866
	Iteration 0F: 2 clusters Score -1020372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1008438.750000 Penalty: 3176.625732
	Iteration 0F: 3 clusters Score -1008439 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1012951.687500 Penalty: 3176.625732
	Iteration 1F: 3 clusters Score -1012952 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1013951.500000 Penalty: 3176.625732
	Iteration 2F: 3 clusters Score -1013952 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1015693.875000 Penalty: 3176.625732
	Iteration 3F: 3 clusters Score -1015694 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1017884.437500 Penalty: 3176.625732
	Iteration 4F: 3 clusters Score -1017884 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1019988.562500 Penalty: 3176.625732
	Iteration 5F: 3 clusters Score -1019989 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1021449.625000 Penalty: 3176.625732
	Iteration 6F: 3 clusters Score -1021450 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1022147.187500 Penalty: 3176.625732
	Iteration 7Q: 3 clusters Score -1022147 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1022449.250000 Penalty: 3176.625732
	Iteration 8Q: 3 clusters Score -1022449 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1022618.812500 Penalty: 3176.625732
	Iteration 9Q: 3 clusters Score -1022619 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1022715.687500 Penalty: 3176.625732
	Iteration 10Q: 3 clusters Score -1022716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1022787.750000 Penalty: 3176.625732
	Iteration 11Q: 3 clusters Score -1022788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1022828.062500 Penalty: 3176.625732
	Iteration 12Q: 3 clusters Score -1022828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1022852.437500 Penalty: 3176.625732
	Iteration 13Q: 3 clusters Score -1022852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1022858.187500 Penalty: 3176.625732
	Iteration 14Q: 3 clusters Score -1022858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1022863.625000 Penalty: 3176.625732
	Iteration 15Q: 3 clusters Score -1022864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1022866.500000 Penalty: 3176.625732
	Iteration 16Q: 3 clusters Score -1022866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1022870.250000 Penalty: 3176.625732
	Iteration 17Q: 3 clusters Score -1022870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1022872.250000 Penalty: 3176.625732
	Iteration 18Q: 3 clusters Score -1022872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1022873.687500 Penalty: 3176.625732
	Iteration 19Q: 3 clusters Score -1022874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1022872.000000 Penalty: 3176.625732
	Iteration 20F: 3 clusters Score -1022872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1022874.250000 Penalty: 3176.625732
	Iteration 21Q: 3 clusters Score -1022874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1022873.875000 Penalty: 3176.625732
	Iteration 22Q: 3 clusters Score -1022874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1022875.187500 Penalty: 3176.625732
	Iteration 23Q: 3 clusters Score -1022875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1022875.062500 Penalty: 3176.625732
	Iteration 24Q: 3 clusters Score -1022875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1022876.625000 Penalty: 3176.625732
	Iteration 25Q: 3 clusters Score -1022877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1022887.687500 Penalty: 3176.625732
	Iteration 26Q: 3 clusters Score -1022888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1022900.250000 Penalty: 3176.625732
	Iteration 27Q: 3 clusters Score -1022900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1022934.062500 Penalty: 3176.625732
	Iteration 28Q: 3 clusters Score -1022934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1022961.375000 Penalty: 3176.625732
	Iteration 29Q: 3 clusters Score -1022961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1022982.625000 Penalty: 3176.625732
	Iteration 30Q: 3 clusters Score -1022983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1023001.250000 Penalty: 3176.625732
	Iteration 31Q: 3 clusters Score -1023001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1023007.250000 Penalty: 3176.625732
	Iteration 32Q: 3 clusters Score -1023007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1023011.000000 Penalty: 3176.625732
	Iteration 33Q: 3 clusters Score -1023011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1023016.750000 Penalty: 3176.625732
	Iteration 34Q: 3 clusters Score -1023017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1023015.062500 Penalty: 3176.625732
	Iteration 35Q: 3 clusters Score -1023015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1023015.937500 Penalty: 3176.625732
	Iteration 36Q: 3 clusters Score -1023016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1023016.812500 Penalty: 3176.625732
	Iteration 37Q: 3 clusters Score -1023017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1023017.750000 Penalty: 3176.625732
	Iteration 38Q: 3 clusters Score -1023018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1023018.437500 Penalty: 3176.625732
	Iteration 39Q: 3 clusters Score -1023018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1023019.125000 Penalty: 3176.625732
	Iteration 40F: 3 clusters Score -1023019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1023018.937500 Penalty: 3176.625732
	Iteration 41Q: 3 clusters Score -1023019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1023018.937500 Penalty: 3176.625732
	Iteration 42F: 3 clusters Score -1023019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2817 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Entering Unmasked Estep 
Score: -12659903.000000 Penalty: 52232.300781
Splitting cluster 10 changes total score from -12643218.000000 to -12659903.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -125925.585938 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -125925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -123349.375000 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -123349.4 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -124741.257812 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -124741.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -125466.648438 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -125466.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -125973.476562 Penalty: 2581.614014
	Iteration 3F: 3 clusters Score -125973.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -126363.617188 Penalty: 2581.614014
	Iteration 4F: 3 clusters Score -126363.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -126566.687500 Penalty: 2581.614014
	Iteration 5F: 3 clusters Score -126566.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126722.296875 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -126722.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126838.156250 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -126838.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -126939.820312 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -126939.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127011.046875 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -127011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127074.054688 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -127074.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127127.320312 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -127127.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127165.343750 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -127165.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -127224.429688 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -127224.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -127296.179688 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -127296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -127334.789062 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -127334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -127365.500000 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -127365.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -127399.867188 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -127399.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127432.507812 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -127432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -127460.023438 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -127460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127488.554688 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -127488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127514.625000 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -127514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -127529.039062 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -127529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -127543.867188 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -127543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -127548.976562 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -127549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -127550.226562 Penalty: 2581.614014
	Iteration 25Q: 3 clusters Score -127550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -127552.031250 Penalty: 2581.614014
	Iteration 26Q: 3 clusters Score -127552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -127559.234375 Penalty: 2581.614014
	Iteration 27Q: 3 clusters Score -127559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -127574.820312 Penalty: 2581.614014
	Iteration 28Q: 3 clusters Score -127574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -127604.773438 Penalty: 2581.614014
	Iteration 29Q: 3 clusters Score -127604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -127614.242188 Penalty: 2581.614014
	Iteration 30Q: 3 clusters Score -127614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -127621.359375 Penalty: 2581.614014
	Iteration 31Q: 3 clusters Score -127621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -127626.664062 Penalty: 2581.614014
	Iteration 32Q: 3 clusters Score -127626.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -127633.718750 Penalty: 2581.614014
	Iteration 33Q: 3 clusters Score -127633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -127665.828125 Penalty: 2581.614014
	Iteration 34Q: 3 clusters Score -127665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -127743.000000 Penalty: 2581.614014
	Iteration 35Q: 3 clusters Score -127743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -127889.976562 Penalty: 2581.614014
	Iteration 36Q: 3 clusters Score -127890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -127913.171875 Penalty: 2581.614014
	Iteration 37Q: 3 clusters Score -127913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -127924.460938 Penalty: 2581.614014
	Iteration 38Q: 3 clusters Score -127924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -127937.335938 Penalty: 2581.614014
	Iteration 39Q: 3 clusters Score -127937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -127938.429688 Penalty: 2581.614014
	Iteration 40F: 3 clusters Score -127938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -127949.164062 Penalty: 2581.614014
	Iteration 41Q: 3 clusters Score -127949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -127949.164062 Penalty: 2581.614014
	Iteration 42F: 3 clusters Score -127949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Entering Unmasked Estep 
Score: -12661219.000000 Penalty: 54241.234375
Splitting cluster 11 changes total score from -12643218.000000 to -12661219.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -119457.617188 Penalty: 1254.214111
	Iteration 0F: 2 clusters Score -119457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -117215.757812 Penalty: 2508.428223
	Iteration 0F: 3 clusters Score -117215.8 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -117845.851562 Penalty: 2508.428223
	Iteration 1F: 3 clusters Score -117845.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -118152.921875 Penalty: 2508.428223
	Iteration 2F: 3 clusters Score -118152.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -118588.445312 Penalty: 2508.428223
	Iteration 3F: 3 clusters Score -118588.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -119080.921875 Penalty: 2508.428223
	Iteration 4F: 3 clusters Score -119080.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -119474.242188 Penalty: 2508.428223
	Iteration 5F: 3 clusters Score -119474.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -119734.414062 Penalty: 2508.428223
	Iteration 6F: 3 clusters Score -119734.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -119898.078125 Penalty: 2508.428223
	Iteration 7Q: 3 clusters Score -119898.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -120118.773438 Penalty: 2508.428223
	Iteration 8Q: 3 clusters Score -120118.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -120336.296875 Penalty: 2508.428223
	Iteration 9Q: 3 clusters Score -120336.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -120577.429688 Penalty: 2508.428223
	Iteration 10Q: 3 clusters Score -120577.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -120844.734375 Penalty: 2508.428223
	Iteration 11Q: 3 clusters Score -120844.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -121132.531250 Penalty: 2508.428223
	Iteration 12Q: 3 clusters Score -121132.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -121295.125000 Penalty: 2508.428223
	Iteration 13Q: 3 clusters Score -121295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -121314.398438 Penalty: 2508.428223
	Iteration 14Q: 3 clusters Score -121314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -121314.398438 Penalty: 2508.428223
	Iteration 15F: 3 clusters Score -121314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 1148 members 
Entering Unmasked Estep 
Score: -12662313.000000 Penalty: 56250.171875
Splitting cluster 12 changes total score from -12643218.000000 to -12662313.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -71815.859375 Penalty: 1226.125854
	Iteration 0F: 2 clusters Score -71815.86 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 946 members 
Entering Unmasked Estep 
Score: -69979.062500 Penalty: 2452.251709
	Iteration 0F: 3 clusters Score -69979.06 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -71744.054688 Penalty: 2452.251709
	Iteration 1F: 3 clusters Score -71744.05 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -73026.015625 Penalty: 2452.251709
	Iteration 2F: 3 clusters Score -73026.02 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -73739.390625 Penalty: 2452.251709
	Iteration 3F: 3 clusters Score -73739.39 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -74227.054688 Penalty: 2452.251709
	Iteration 4F: 3 clusters Score -74227.05 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -74641.179688 Penalty: 2452.251709
	Iteration 5Q: 3 clusters Score -74641.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -74782.218750 Penalty: 2452.251709
	Iteration 6Q: 3 clusters Score -74782.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -74831.703125 Penalty: 2452.251709
	Iteration 7Q: 3 clusters Score -74831.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -74860.023438 Penalty: 2452.251709
	Iteration 8Q: 3 clusters Score -74860.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -74875.351562 Penalty: 2452.251709
	Iteration 9Q: 3 clusters Score -74875.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -74881.585938 Penalty: 2452.251709
	Iteration 10Q: 3 clusters Score -74881.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -74886.437500 Penalty: 2452.251709
	Iteration 11Q: 3 clusters Score -74886.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -74888.804688 Penalty: 2452.251709
	Iteration 12Q: 3 clusters Score -74888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -74890.468750 Penalty: 2452.251709
	Iteration 13Q: 3 clusters Score -74890.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -74890.789062 Penalty: 2452.251709
	Iteration 14Q: 3 clusters Score -74890.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -74890.789062 Penalty: 2452.251709
	Iteration 15F: 3 clusters Score -74890.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1183 members 
Entering Unmasked Estep 
Score: -12664621.000000 Penalty: 58259.105469
Splitting cluster 13 changes total score from -12643218.000000 to -12664621.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -487779.937500 Penalty: 1475.167114
	Iteration 0F: 2 clusters Score -487779.9 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 4360 members 
Entering Unmasked Estep 
Score: -481481.312500 Penalty: 2950.334229
	Iteration 0F: 3 clusters Score -481481.3 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -485226.406250 Penalty: 2950.334229
	Iteration 1F: 3 clusters Score -485226.4 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -487491.781250 Penalty: 2950.334229
	Iteration 2F: 3 clusters Score -487491.8 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -488733.187500 Penalty: 2950.334229
	Iteration 3F: 3 clusters Score -488733.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -489201.968750 Penalty: 2950.334229
	Iteration 4F: 3 clusters Score -489202 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -489399.718750 Penalty: 2950.334229
	Iteration 5Q: 3 clusters Score -489399.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -489506.750000 Penalty: 2950.334229
	Iteration 6Q: 3 clusters Score -489506.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -489580.250000 Penalty: 2950.334229
	Iteration 7Q: 3 clusters Score -489580.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -489631.531250 Penalty: 2950.334229
	Iteration 8Q: 3 clusters Score -489631.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -489664.718750 Penalty: 2950.334229
	Iteration 9Q: 3 clusters Score -489664.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -489685.375000 Penalty: 2950.334229
	Iteration 10Q: 3 clusters Score -489685.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -489703.187500 Penalty: 2950.334229
	Iteration 11Q: 3 clusters Score -489703.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -489718.281250 Penalty: 2950.334229
	Iteration 12Q: 3 clusters Score -489718.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -489732.593750 Penalty: 2950.334229
	Iteration 13Q: 3 clusters Score -489732.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -489742.343750 Penalty: 2950.334229
	Iteration 14Q: 3 clusters Score -489742.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -489752.531250 Penalty: 2950.334229
	Iteration 15Q: 3 clusters Score -489752.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -489759.937500 Penalty: 2950.334229
	Iteration 16Q: 3 clusters Score -489759.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -489771.250000 Penalty: 2950.334229
	Iteration 17Q: 3 clusters Score -489771.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -489780.031250 Penalty: 2950.334229
	Iteration 18Q: 3 clusters Score -489780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -489786.625000 Penalty: 2950.334229
	Iteration 19Q: 3 clusters Score -489786.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -489793.843750 Penalty: 2950.334229
	Iteration 20F: 3 clusters Score -489793.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -489799.968750 Penalty: 2950.334229
	Iteration 21Q: 3 clusters Score -489800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -489803.437500 Penalty: 2950.334229
	Iteration 22Q: 3 clusters Score -489803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -489807.125000 Penalty: 2950.334229
	Iteration 23Q: 3 clusters Score -489807.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -489811.000000 Penalty: 2950.334229
	Iteration 24Q: 3 clusters Score -489811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -489815.937500 Penalty: 2950.334229
	Iteration 25Q: 3 clusters Score -489815.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -489821.312500 Penalty: 2950.334229
	Iteration 26Q: 3 clusters Score -489821.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -489825.656250 Penalty: 2950.334229
	Iteration 27Q: 3 clusters Score -489825.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -489834.375000 Penalty: 2950.334229
	Iteration 28Q: 3 clusters Score -489834.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -489842.250000 Penalty: 2950.334229
	Iteration 29Q: 3 clusters Score -489842.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -489851.000000 Penalty: 2950.334229
	Iteration 30Q: 3 clusters Score -489851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -489865.750000 Penalty: 2950.334229
	Iteration 31Q: 3 clusters Score -489865.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -489879.062500 Penalty: 2950.334229
	Iteration 32Q: 3 clusters Score -489879.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -489902.875000 Penalty: 2950.334229
	Iteration 33Q: 3 clusters Score -489902.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -489942.062500 Penalty: 2950.334229
	Iteration 34Q: 3 clusters Score -489942.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -489999.468750 Penalty: 2950.334229
	Iteration 35Q: 3 clusters Score -489999.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -490080.156250 Penalty: 2950.334229
	Iteration 36Q: 3 clusters Score -490080.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -490165.875000 Penalty: 2950.334229
	Iteration 37Q: 3 clusters Score -490165.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -490225.437500 Penalty: 2950.334229
	Iteration 38Q: 3 clusters Score -490225.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -490269.656250 Penalty: 2950.334229
	Iteration 39Q: 3 clusters Score -490269.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -490307.875000 Penalty: 2950.334229
	Iteration 40F: 3 clusters Score -490307.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -490338.218750 Penalty: 2950.334229
	Iteration 41Q: 3 clusters Score -490338.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -490361.093750 Penalty: 2950.334229
	Iteration 42Q: 3 clusters Score -490361.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -490385.843750 Penalty: 2950.334229
	Iteration 43Q: 3 clusters Score -490385.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -490398.968750 Penalty: 2950.334229
	Iteration 44Q: 3 clusters Score -490399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -490404.062500 Penalty: 2950.334229
	Iteration 45Q: 3 clusters Score -490404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -490408.468750 Penalty: 2950.334229
	Iteration 46Q: 3 clusters Score -490408.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -490409.687500 Penalty: 2950.334229
	Iteration 47Q: 3 clusters Score -490409.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -490411.531250 Penalty: 2950.334229
	Iteration 48Q: 3 clusters Score -490411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -490411.593750 Penalty: 2950.334229
	Iteration 49Q: 3 clusters Score -490411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -490411.500000 Penalty: 2950.334229
	Iteration 50Q: 3 clusters Score -490411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -490411.875000 Penalty: 2950.334229
	Iteration 51Q: 3 clusters Score -490411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -490411.843750 Penalty: 2950.334229
	Iteration 52Q: 3 clusters Score -490411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -490411.843750 Penalty: 2950.334229
	Iteration 53F: 3 clusters Score -490411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1183 members 
Mstep: Class 30 contains 4559 members 
Entering Unmasked Estep 
Score: -12666745.000000 Penalty: 60268.039062
Splitting cluster 15 changes total score from -12643218.000000 to -12666745.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (5085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Entering Unmasked Estep 
Score: -233518.390625 Penalty: 1386.783081
	Iteration 0F: 2 clusters Score -233518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -229566.046875 Penalty: 2773.566162
	Iteration 0F: 3 clusters Score -229566 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -231437.015625 Penalty: 2773.566162
	Iteration 1F: 3 clusters Score -231437 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -232876.046875 Penalty: 2773.566162
	Iteration 2F: 3 clusters Score -232876 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -233751.031250 Penalty: 2773.566162
	Iteration 3F: 3 clusters Score -233751 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -234155.437500 Penalty: 2773.566162
	Iteration 4F: 3 clusters Score -234155.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -234480.359375 Penalty: 2773.566162
	Iteration 5F: 3 clusters Score -234480.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -234806.937500 Penalty: 2773.566162
	Iteration 6F: 3 clusters Score -234806.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -235195.437500 Penalty: 2773.566162
	Iteration 7F: 3 clusters Score -235195.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -235696.562500 Penalty: 2773.566162
	Iteration 8F: 3 clusters Score -235696.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -236225.078125 Penalty: 2773.566162
	Iteration 9Q: 3 clusters Score -236225.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -236703.343750 Penalty: 2773.566162
	Iteration 10Q: 3 clusters Score -236703.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -237145.187500 Penalty: 2773.566162
	Iteration 11Q: 3 clusters Score -237145.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -237331.656250 Penalty: 2773.566162
	Iteration 12Q: 3 clusters Score -237331.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -237360.453125 Penalty: 2773.566162
	Iteration 13Q: 3 clusters Score -237360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -237368.578125 Penalty: 2773.566162
	Iteration 14Q: 3 clusters Score -237368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -237371.593750 Penalty: 2773.566162
	Iteration 15Q: 3 clusters Score -237371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -237372.343750 Penalty: 2773.566162
	Iteration 16Q: 3 clusters Score -237372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -237372.343750 Penalty: 2773.566162
	Iteration 17F: 3 clusters Score -237372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1183 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 3865 members 
Entering Unmasked Estep 
Score: -12669991.000000 Penalty: 62276.972656
Splitting cluster 16 changes total score from -12643218.000000 to -12669991.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (12755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Entering Unmasked Estep 
Score: -753331.750000 Penalty: 1536.222900
	Iteration 0F: 2 clusters Score -753331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -744482.500000 Penalty: 3072.445801
	Iteration 0F: 3 clusters Score -744482.5 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -747913.062500 Penalty: 3072.445801
	Iteration 1F: 3 clusters Score -747913.1 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -748828.125000 Penalty: 3072.445801
	Iteration 2F: 3 clusters Score -748828.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -749720.437500 Penalty: 3072.445801
	Iteration 3F: 3 clusters Score -749720.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -750409.375000 Penalty: 3072.445801
	Iteration 4F: 3 clusters Score -750409.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -750943.625000 Penalty: 3072.445801
	Iteration 5F: 3 clusters Score -750943.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -751383.062500 Penalty: 3072.445801
	Iteration 6F: 3 clusters Score -751383.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -751786.312500 Penalty: 3072.445801
	Iteration 7Q: 3 clusters Score -751786.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -752219.062500 Penalty: 3072.445801
	Iteration 8Q: 3 clusters Score -752219.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -752594.062500 Penalty: 3072.445801
	Iteration 9Q: 3 clusters Score -752594.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -752912.562500 Penalty: 3072.445801
	Iteration 10Q: 3 clusters Score -752912.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -753161.750000 Penalty: 3072.445801
	Iteration 11Q: 3 clusters Score -753161.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -753341.187500 Penalty: 3072.445801
	Iteration 12Q: 3 clusters Score -753341.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -753458.937500 Penalty: 3072.445801
	Iteration 13Q: 3 clusters Score -753458.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -753524.312500 Penalty: 3072.445801
	Iteration 14Q: 3 clusters Score -753524.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -753566.625000 Penalty: 3072.445801
	Iteration 15Q: 3 clusters Score -753566.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -753589.875000 Penalty: 3072.445801
	Iteration 16Q: 3 clusters Score -753589.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -753614.687500 Penalty: 3072.445801
	Iteration 17Q: 3 clusters Score -753614.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -753633.000000 Penalty: 3072.445801
	Iteration 18Q: 3 clusters Score -753633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -753647.562500 Penalty: 3072.445801
	Iteration 19Q: 3 clusters Score -753647.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -753662.000000 Penalty: 3072.445801
	Iteration 20F: 3 clusters Score -753662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -753668.562500 Penalty: 3072.445801
	Iteration 21Q: 3 clusters Score -753668.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -753672.187500 Penalty: 3072.445801
	Iteration 22Q: 3 clusters Score -753672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -753670.500000 Penalty: 3072.445801
	Iteration 23Q: 3 clusters Score -753670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -753672.375000 Penalty: 3072.445801
	Iteration 24Q: 3 clusters Score -753672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -753674.937500 Penalty: 3072.445801
	Iteration 25Q: 3 clusters Score -753674.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -753675.500000 Penalty: 3072.445801
	Iteration 26Q: 3 clusters Score -753675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -753674.687500 Penalty: 3072.445801
	Iteration 27Q: 3 clusters Score -753674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -753675.750000 Penalty: 3072.445801
	Iteration 28Q: 3 clusters Score -753675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -753676.312500 Penalty: 3072.445801
	Iteration 29Q: 3 clusters Score -753676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -753677.375000 Penalty: 3072.445801
	Iteration 30Q: 3 clusters Score -753677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -753677.500000 Penalty: 3072.445801
	Iteration 31Q: 3 clusters Score -753677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -753678.375000 Penalty: 3072.445801
	Iteration 32Q: 3 clusters Score -753678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -753678.375000 Penalty: 3072.445801
	Iteration 33F: 3 clusters Score -753678.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1183 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 3865 members 
Mstep: Class 32 contains 11484 members 
Entering Unmasked Estep 
Score: -12669856.000000 Penalty: 64285.910156
Splitting cluster 17 changes total score from -12643218.000000 to -12669856.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -308395.750000 Penalty: 1407.037476
	Iteration 0F: 2 clusters Score -308395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -304022.906250 Penalty: 2814.074951
	Iteration 0F: 3 clusters Score -304022.9 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -306254.718750 Penalty: 2814.074951
	Iteration 1F: 3 clusters Score -306254.7 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -307573.968750 Penalty: 2814.074951
	Iteration 2F: 3 clusters Score -307574 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -308449.625000 Penalty: 2814.074951
	Iteration 3F: 3 clusters Score -308449.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -308987.562500 Penalty: 2814.074951
	Iteration 4F: 3 clusters Score -308987.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309360.500000 Penalty: 2814.074951
	Iteration 5Q: 3 clusters Score -309360.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -309610.343750 Penalty: 2814.074951
	Iteration 6Q: 3 clusters Score -309610.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -309795.125000 Penalty: 2814.074951
	Iteration 7Q: 3 clusters Score -309795.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -309918.000000 Penalty: 2814.074951
	Iteration 8Q: 3 clusters Score -309918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -309970.781250 Penalty: 2814.074951
	Iteration 9Q: 3 clusters Score -309970.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -309999.156250 Penalty: 2814.074951
	Iteration 10Q: 3 clusters Score -309999.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -310014.343750 Penalty: 2814.074951
	Iteration 11Q: 3 clusters Score -310014.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -310029.843750 Penalty: 2814.074951
	Iteration 12Q: 3 clusters Score -310029.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -310041.000000 Penalty: 2814.074951
	Iteration 13Q: 3 clusters Score -310041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -310052.750000 Penalty: 2814.074951
	Iteration 14Q: 3 clusters Score -310052.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310069.125000 Penalty: 2814.074951
	Iteration 15Q: 3 clusters Score -310069.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -310088.406250 Penalty: 2814.074951
	Iteration 16Q: 3 clusters Score -310088.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -310125.281250 Penalty: 2814.074951
	Iteration 17Q: 3 clusters Score -310125.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -310186.593750 Penalty: 2814.074951
	Iteration 18Q: 3 clusters Score -310186.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -310290.250000 Penalty: 2814.074951
	Iteration 19Q: 3 clusters Score -310290.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -310360.718750 Penalty: 2814.074951
	Iteration 20F: 3 clusters Score -310360.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -310393.343750 Penalty: 2814.074951
	Iteration 21Q: 3 clusters Score -310393.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -310401.968750 Penalty: 2814.074951
	Iteration 22Q: 3 clusters Score -310402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -310403.656250 Penalty: 2814.074951
	Iteration 23Q: 3 clusters Score -310403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -310406.062500 Penalty: 2814.074951
	Iteration 24Q: 3 clusters Score -310406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -310408.812500 Penalty: 2814.074951
	Iteration 25Q: 3 clusters Score -310408.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -310409.468750 Penalty: 2814.074951
	Iteration 26Q: 3 clusters Score -310409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -310409.843750 Penalty: 2814.074951
	Iteration 27Q: 3 clusters Score -310409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -310410.500000 Penalty: 2814.074951
	Iteration 28Q: 3 clusters Score -310410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -310411.031250 Penalty: 2814.074951
	Iteration 29Q: 3 clusters Score -310411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -310411.031250 Penalty: 2814.074951
	Iteration 30F: 3 clusters Score -310411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 2678 members 
Mstep: Class 25 contains 3212 members 
Mstep: Class 26 contains 4021 members 
Mstep: Class 27 contains 236 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1183 members 
Mstep: Class 30 contains 4559 members 
Mstep: Class 31 contains 3865 members 
Mstep: Class 32 contains 11484 members 
Mstep: Class 33 contains 1946 members 
Entering Unmasked Estep 
Score: -12671285.000000 Penalty: 66294.843750
Splitting cluster 18 changes total score from -12643218.000000 to -12671285.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (19925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Entering Unmasked Estep 
Score: -1160529.000000 Penalty: 1608.706177
	Iteration 0F: 2 clusters Score -1160529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1147014.500000 Penalty: 3217.412354
	Iteration 0F: 3 clusters Score -1147014 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1152038.375000 Penalty: 3217.412354
	Iteration 1F: 3 clusters Score -1152038 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1152675.375000 Penalty: 3217.412354
	Iteration 2F: 3 clusters Score -1152675 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1153592.875000 Penalty: 3217.412354
	Iteration 3F: 3 clusters Score -1153593 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1154897.125000 Penalty: 3217.412354
	Iteration 4F: 3 clusters Score -1154897 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1156233.500000 Penalty: 3217.412354
	Iteration 5F: 3 clusters Score -1156234 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1157218.500000 Penalty: 3217.412354
	Iteration 6F: 3 clusters Score -1157218 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1157893.625000 Penalty: 3217.412354
	Iteration 7F: 3 clusters Score -1157894 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1158226.000000 Penalty: 3217.412354
	Iteration 8Q: 3 clusters Score -1158226 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1158419.000000 Penalty: 3217.412354
	Iteration 9Q: 3 clusters Score -1158419 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1158532.125000 Penalty: 3217.412354
	Iteration 10Q: 3 clusters Score -1158532 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1158608.250000 Penalty: 3217.412354
	Iteration 11Q: 3 clusters Score -1158608 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1158676.125000 Penalty: 3217.412354
	Iteration 12Q: 3 clusters Score -1158676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1158751.500000 Penalty: 3217.412354
	Iteration 13Q: 3 clusters Score -1158752 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1158817.000000 Penalty: 3217.412354
	Iteration 14Q: 3 clusters Score -1158817 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1158883.750000 Penalty: 3217.412354
	Iteration 15Q: 3 clusters Score -1158884 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1158961.750000 Penalty: 3217.412354
	Iteration 16Q: 3 clusters Score -1158962 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1159033.875000 Penalty: 3217.412354
	Iteration 17Q: 3 clusters Score -1159034 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1159080.000000 Penalty: 3217.412354
	Iteration 18Q: 3 clusters Score -1159080 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1159121.125000 Penalty: 3217.412354
	Iteration 19Q: 3 clusters Score -1159121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1159152.250000 Penalty: 3217.412354
	Iteration 20F: 3 clusters Score -1159152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1159180.500000 Penalty: 3217.412354
	Iteration 21Q: 3 clusters Score -1159180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1159205.000000 Penalty: 3217.412354
	Iteration 22Q: 3 clusters Score -1159205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1159222.375000 Penalty: 3217.412354
	Iteration 23Q: 3 clusters Score -1159222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1159236.750000 Penalty: 3217.412354
	Iteration 24Q: 3 clusters Score -1159237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1159252.250000 Penalty: 3217.412354
	Iteration 25Q: 3 clusters Score -1159252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1159267.750000 Penalty: 3217.412354
	Iteration 26Q: 3 clusters Score -1159268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1159286.750000 Penalty: 3217.412354
	Iteration 27Q: 3 clusters Score -1159287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1159286.375000 Penalty: 3217.412354
	Iteration 28Q: 3 clusters Score -1159286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1159292.875000 Penalty: 3217.412354
	Iteration 29Q: 3 clusters Score -1159293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1159301.375000 Penalty: 3217.412354
	Iteration 30Q: 3 clusters Score -1159301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1159309.625000 Penalty: 3217.412354
	Iteration 31Q: 3 clusters Score -1159310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1159316.500000 Penalty: 3217.412354
	Iteration 32Q: 3 clusters Score -1159316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1159323.750000 Penalty: 3217.412354
	Iteration 33Q: 3 clusters Score -1159324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1159328.500000 Penalty: 3217.412354
	Iteration 34Q: 3 clusters Score -1159328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1159332.875000 Penalty: 3217.412354
	Iteration 35Q: 3 clusters Score -1159333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1159336.750000 Penalty: 3217.412354
	Iteration 36Q: 3 clusters Score -1159337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1159339.625000 Penalty: 3217.412354
	Iteration 37Q: 3 clusters Score -1159340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1159342.000000 Penalty: 3217.412354
	Iteration 38Q: 3 clusters Score -1159342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1159346.250000 Penalty: 3217.412354
	Iteration 39Q: 3 clusters Score -1159346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1159348.250000 Penalty: 3217.412354
	Iteration 40F: 3 clusters Score -1159348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1159349.250000 Penalty: 3217.412354
	Iteration 41Q: 3 clusters Score -1159349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1159353.750000 Penalty: 3217.412354
	Iteration 42Q: 3 clusters Score -1159354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1159356.375000 Penalty: 3217.412354
	Iteration 43Q: 3 clusters Score -1159356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1159358.750000 Penalty: 3217.412354
	Iteration 44Q: 3 clusters Score -1159359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1159360.625000 Penalty: 3217.412354
	Iteration 45Q: 3 clusters Score -1159361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1159359.625000 Penalty: 3217.412354
	Iteration 46Q: 3 clusters Score -1159360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1159357.000000 Penalty: 3217.412354
	Iteration 47Q: 3 clusters Score -1159357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1159360.375000 Penalty: 3217.412354
	Iteration 48Q: 3 clusters Score -1159360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1159361.500000 Penalty: 3217.412354
	Iteration 49Q: 3 clusters Score -1159362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1159363.750000 Penalty: 3217.412354
	Iteration 50Q: 3 clusters Score -1159364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1159363.250000 Penalty: 3217.412354
	Iteration 51Q: 3 clusters Score -1159363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1159361.625000 Penalty: 3217.412354
	Iteration 52Q: 3 clusters Score -1159362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1159361.750000 Penalty: 3217.412354
	Iteration 53Q: 3 clusters Score -1159362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1159360.625000 Penalty: 3217.412354
	Iteration 54Q: 3 clusters Score -1159361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1159360.625000 Penalty: 3217.412354
	Iteration 55F: 3 clusters Score -1159361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Entering Unmasked Estep 
Score: -593525.562500 Penalty: 1496.110474
	Iteration 0F: 2 clusters Score -593525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -586343.125000 Penalty: 2992.220947
	Iteration 0F: 3 clusters Score -586343.1 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -588751.187500 Penalty: 2992.220947
	Iteration 1F: 3 clusters Score -588751.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -589210.437500 Penalty: 2992.220947
	Iteration 2F: 3 clusters Score -589210.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -589737.562500 Penalty: 2992.220947
	Iteration 3F: 3 clusters Score -589737.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -590191.312500 Penalty: 2992.220947
	Iteration 4F: 3 clusters Score -590191.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -590588.875000 Penalty: 2992.220947
	Iteration 5F: 3 clusters Score -590588.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -591053.062500 Penalty: 2992.220947
	Iteration 6F: 3 clusters Score -591053.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -591528.312500 Penalty: 2992.220947
	Iteration 7F: 3 clusters Score -591528.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -591972.187500 Penalty: 2992.220947
	Iteration 8F: 3 clusters Score -591972.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -592337.062500 Penalty: 2992.220947
	Iteration 9Q: 3 clusters Score -592337.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -592641.062500 Penalty: 2992.220947
	Iteration 10Q: 3 clusters Score -592641.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -592921.750000 Penalty: 2992.220947
	Iteration 11Q: 3 clusters Score -592921.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -593096.562500 Penalty: 2992.220947
	Iteration 12Q: 3 clusters Score -593096.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -593259.125000 Penalty: 2992.220947
	Iteration 13Q: 3 clusters Score -593259.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -593351.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -593402.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -593429.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -593443.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -593453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -593453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -593456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -593456.375000 Penalty: 2992.220947
	Iteration 21Q: 3 clusters Score -593456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -593456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -593458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -593457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -593457.812500 Penalty: 2992.220947
	Iteration 25F: 3 clusters Score -593457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 12952 members 
Mstep: Class 7 contains 17370 members 
Mstep: Class 8 contains 18894 members 
Mstep: Class 9 contains 26214 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 2581 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 709 members 
Mstep: Class 15 contains 4201 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 9965 members 
Entering Unmasked Estep 
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Iteration 39Q: 34 clusters Score -1.267609e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11466 members 
Mstep: Class 3 contains 13884 members 
Mstep: Class 4 contains 6954 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 12792 members 
Mstep: Class 7 contains 17498 members 
Mstep: Class 8 contains 18893 members 
Mstep: Class 9 contains 26126 members 
Mstep: Class 10 contains 13655 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 1133 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 4156 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 20 contains 19876 members 
Mstep: Class 21 contains 10080 members 
Mstep: Class 22 contains 6867 members 
Mstep: Class 23 contains 7288 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 3880 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1138 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 4447 members 
Mstep: Class 31 contains 3664 members 
Mstep: Class 32 contains 11409 members 
Mstep: Class 33 contains 1949 members 
Entering Unmasked Estep 
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Iteration 40F: 34 clusters Score -1.268077e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 13507 members 
Mstep: Class 4 contains 7070 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 12759 members 
Mstep: Class 7 contains 17096 members 
Mstep: Class 8 contains 18849 members 
Mstep: Class 9 contains 25854 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 698 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 4113 members 
Mstep: Class 16 contains 1336 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 20 contains 19818 members 
Mstep: Class 21 contains 9785 members 
Mstep: Class 22 contains 7168 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 2818 members 
Mstep: Class 25 contains 3632 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1140 members 
Mstep: Class 29 contains 1133 members 
Mstep: Class 30 contains 4543 members 
Mstep: Class 31 contains 3784 members 
Mstep: Class 32 contains 11522 members 
Mstep: Class 33 contains 2027 members 
Entering Unmasked Estep 
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Iteration 41Q: 34 clusters Score -1.268299e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 13241 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 5 contains 9077 members 
Mstep: Class 6 contains 12772 members 
Mstep: Class 7 contains 16788 members 
Mstep: Class 8 contains 18860 members 
Mstep: Class 9 contains 25724 members 
Mstep: Class 10 contains 13562 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 681 members 
Mstep: Class 14 contains 5137 members 
Mstep: Class 15 contains 4102 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 1261 members 
Mstep: Class 18 contains 4068 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 9635 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 7179 members 
Mstep: Class 24 contains 2934 members 
Mstep: Class 25 contains 4020 members 
Mstep: Class 26 contains 4015 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 4562 members 
Mstep: Class 31 contains 3846 members 
Mstep: Class 32 contains 11540 members 
Mstep: Class 33 contains 2063 members 
Entering Unmasked Estep 
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Iteration 42Q: 34 clusters Score -1.268424e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 13014 members 
Mstep: Class 4 contains 7222 members 
Mstep: Class 5 contains 9113 members 
Mstep: Class 6 contains 12794 members 
Mstep: Class 7 contains 16559 members 
Mstep: Class 8 contains 18865 members 
Mstep: Class 9 contains 25626 members 
Mstep: Class 10 contains 13545 members 
Mstep: Class 11 contains 2859 members 
Mstep: Class 12 contains 1139 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 15 contains 4093 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 19725 members 
Mstep: Class 21 contains 9519 members 
Mstep: Class 22 contains 7438 members 
Mstep: Class 23 contains 7135 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1139 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 4576 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 11548 members 
Mstep: Class 33 contains 2090 members 
Entering Unmasked Estep 
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Iteration 43Q: 34 clusters Score -1.268486e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 12838 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 6 contains 12817 members 
Mstep: Class 7 contains 16383 members 
Mstep: Class 8 contains 18868 members 
Mstep: Class 9 contains 25568 members 
Mstep: Class 10 contains 13542 members 
Mstep: Class 11 contains 2886 members 
Mstep: Class 12 contains 1139 members 
Mstep: Class 13 contains 662 members 
Mstep: Class 14 contains 5166 members 
Mstep: Class 15 contains 4083 members 
Mstep: Class 16 contains 1368 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 1792 members 
Mstep: Class 20 contains 19682 members 
Mstep: Class 21 contains 9435 members 
Mstep: Class 22 contains 7533 members 
Mstep: Class 23 contains 7093 members 
Mstep: Class 24 contains 3025 members 
Mstep: Class 25 contains 4642 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 1145 members 
Mstep: Class 30 contains 4592 members 
Mstep: Class 31 contains 3905 members 
Mstep: Class 32 contains 11548 members 
Mstep: Class 33 contains 2102 members 
Entering Unmasked Estep 
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Iteration 44Q: 34 clusters Score -1.268518e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 12691 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 9187 members 
Mstep: Class 6 contains 12834 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 18888 members 
Mstep: Class 9 contains 25512 members 
Mstep: Class 10 contains 13525 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 19637 members 
Mstep: Class 21 contains 9344 members 
Mstep: Class 22 contains 7621 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 4881 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 1144 members 
Mstep: Class 30 contains 4608 members 
Mstep: Class 31 contains 3926 members 
Mstep: Class 32 contains 11538 members 
Mstep: Class 33 contains 2113 members 
Entering Unmasked Estep 
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Iteration 45Q: 34 clusters Score -1.268553e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 12589 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 9212 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 16092 members 
Mstep: Class 8 contains 18912 members 
Mstep: Class 9 contains 25480 members 
Mstep: Class 10 contains 13512 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 1144 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 4074 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 1855 members 
Mstep: Class 20 contains 19604 members 
Mstep: Class 21 contains 9278 members 
Mstep: Class 22 contains 7690 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 3055 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 4121 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 1141 members 
Mstep: Class 30 contains 4615 members 
Mstep: Class 31 contains 3943 members 
Mstep: Class 32 contains 11519 members 
Mstep: Class 33 contains 2126 members 
Entering Unmasked Estep 
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Iteration 46Q: 34 clusters Score -1.26857e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 12486 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 9244 members 
Mstep: Class 6 contains 12889 members 
Mstep: Class 7 contains 15960 members 
Mstep: Class 8 contains 18922 members 
Mstep: Class 9 contains 25463 members 
Mstep: Class 10 contains 13495 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 1144 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 1901 members 
Mstep: Class 20 contains 19566 members 
Mstep: Class 21 contains 9218 members 
Mstep: Class 22 contains 7749 members 
Mstep: Class 23 contains 7006 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 5233 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1142 members 
Mstep: Class 29 contains 1136 members 
Mstep: Class 30 contains 4623 members 
Mstep: Class 31 contains 3967 members 
Mstep: Class 32 contains 11512 members 
Mstep: Class 33 contains 2133 members 
Entering Unmasked Estep 
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Iteration 47Q: 34 clusters Score -1.268596e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11449 members 
Mstep: Class 3 contains 12418 members 
Mstep: Class 4 contains 7347 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 12902 members 
Mstep: Class 7 contains 15826 members 
Mstep: Class 8 contains 18923 members 
Mstep: Class 9 contains 25437 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 1962 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 5401 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1142 members 
Mstep: Class 29 contains 1128 members 
Mstep: Class 30 contains 4634 members 
Mstep: Class 31 contains 3976 members 
Mstep: Class 32 contains 11487 members 
Mstep: Class 33 contains 2141 members 
Entering Unmasked Estep 
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Score: -12686146.000000 Penalty: 66294.843750
Iteration 48Q: 34 clusters Score -1.268615e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 12343 members 
Mstep: Class 4 contains 7356 members 
Mstep: Class 5 contains 9315 members 
Mstep: Class 6 contains 12925 members 
Mstep: Class 7 contains 15719 members 
Mstep: Class 8 contains 18932 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5203 members 
Mstep: Class 15 contains 4074 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 2029 members 
Mstep: Class 20 contains 19491 members 
Mstep: Class 21 contains 9119 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 6964 members 
Mstep: Class 24 contains 3051 members 
Mstep: Class 25 contains 5528 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1144 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 4643 members 
Mstep: Class 31 contains 3989 members 
Mstep: Class 32 contains 11470 members 
Mstep: Class 33 contains 2151 members 
Entering Unmasked Estep 
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Iteration 49Q: 34 clusters Score -1.268626e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 12284 members 
Mstep: Class 4 contains 7365 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 12936 members 
Mstep: Class 7 contains 15642 members 
Mstep: Class 8 contains 18942 members 
Mstep: Class 9 contains 25379 members 
Mstep: Class 10 contains 13461 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5207 members 
Mstep: Class 15 contains 4073 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 2062 members 
Mstep: Class 20 contains 19455 members 
Mstep: Class 21 contains 9077 members 
Mstep: Class 22 contains 7907 members 
Mstep: Class 23 contains 6954 members 
Mstep: Class 24 contains 3030 members 
Mstep: Class 25 contains 5664 members 
Mstep: Class 26 contains 4133 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 1118 members 
Mstep: Class 30 contains 4652 members 
Mstep: Class 31 contains 4000 members 
Mstep: Class 32 contains 11459 members 
Mstep: Class 33 contains 2161 members 
Entering Unmasked Estep 
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Iteration 50Q: 34 clusters Score -1.268642e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 12229 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 9394 members 
Mstep: Class 6 contains 12947 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 18948 members 
Mstep: Class 9 contains 25356 members 
Mstep: Class 10 contains 13464 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 4074 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3003 members 
Mstep: Class 25 contains 5774 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1116 members 
Mstep: Class 30 contains 4665 members 
Mstep: Class 31 contains 4006 members 
Mstep: Class 32 contains 11449 members 
Mstep: Class 33 contains 2177 members 
Entering Unmasked Estep 
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Iteration 51Q: 34 clusters Score -1.268652e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 9429 members 
Mstep: Class 6 contains 12949 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 18950 members 
Mstep: Class 9 contains 25341 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 2943 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 2116 members 
Mstep: Class 20 contains 19378 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 6941 members 
Mstep: Class 24 contains 2954 members 
Mstep: Class 25 contains 5885 members 
Mstep: Class 26 contains 4117 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1114 members 
Mstep: Class 30 contains 4676 members 
Mstep: Class 31 contains 4018 members 
Mstep: Class 32 contains 11437 members 
Mstep: Class 33 contains 2191 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -1.268672e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 12140 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 9466 members 
Mstep: Class 6 contains 12954 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 18956 members 
Mstep: Class 9 contains 25327 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 2948 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 2145 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 9006 members 
Mstep: Class 22 contains 7990 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 2907 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 4108 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 1110 members 
Mstep: Class 30 contains 4686 members 
Mstep: Class 31 contains 4028 members 
Mstep: Class 32 contains 11432 members 
Mstep: Class 33 contains 2204 members 
Entering Unmasked Estep 
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Iteration 53Q: 34 clusters Score -1.268684e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12109 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 9508 members 
Mstep: Class 6 contains 12961 members 
Mstep: Class 7 contains 15429 members 
Mstep: Class 8 contains 18948 members 
Mstep: Class 9 contains 25331 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5214 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 19299 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 6917 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 4102 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1105 members 
Mstep: Class 30 contains 4703 members 
Mstep: Class 31 contains 4035 members 
Mstep: Class 32 contains 11433 members 
Mstep: Class 33 contains 2213 members 
Entering Unmasked Estep 
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Iteration 54Q: 34 clusters Score -1.268696e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12071 members 
Mstep: Class 4 contains 7401 members 
Mstep: Class 5 contains 9548 members 
Mstep: Class 6 contains 12975 members 
Mstep: Class 7 contains 15398 members 
Mstep: Class 8 contains 18954 members 
Mstep: Class 9 contains 25325 members 
Mstep: Class 10 contains 13452 members 
Mstep: Class 11 contains 2953 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1238 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 2182 members 
Mstep: Class 20 contains 19257 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 8019 members 
Mstep: Class 23 contains 6902 members 
Mstep: Class 24 contains 2817 members 
Mstep: Class 25 contains 6115 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1101 members 
Mstep: Class 30 contains 4720 members 
Mstep: Class 31 contains 4046 members 
Mstep: Class 32 contains 11432 members 
Mstep: Class 33 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687100.000000 Penalty: 66294.843750
Iteration 55Q: 34 clusters Score -1.26871e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12048 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 9591 members 
Mstep: Class 6 contains 12984 members 
Mstep: Class 7 contains 15384 members 
Mstep: Class 8 contains 18953 members 
Mstep: Class 9 contains 25322 members 
Mstep: Class 10 contains 13440 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 19216 members 
Mstep: Class 21 contains 8971 members 
Mstep: Class 22 contains 8030 members 
Mstep: Class 23 contains 6887 members 
Mstep: Class 24 contains 2786 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 4076 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1096 members 
Mstep: Class 30 contains 4731 members 
Mstep: Class 31 contains 4052 members 
Mstep: Class 32 contains 11433 members 
Mstep: Class 33 contains 2231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687178.000000 Penalty: 66294.843750
Iteration 56Q: 34 clusters Score -1.268718e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12035 members 
Mstep: Class 4 contains 7423 members 
Mstep: Class 5 contains 9636 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 15359 members 
Mstep: Class 8 contains 18955 members 
Mstep: Class 9 contains 25317 members 
Mstep: Class 10 contains 13432 members 
Mstep: Class 11 contains 2955 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 19173 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 6866 members 
Mstep: Class 24 contains 2766 members 
Mstep: Class 25 contains 6205 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4745 members 
Mstep: Class 31 contains 4053 members 
Mstep: Class 32 contains 11429 members 
Mstep: Class 33 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687192.000000 Penalty: 66294.843750
Iteration 57Q: 34 clusters Score -1.268719e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12019 members 
Mstep: Class 4 contains 7434 members 
Mstep: Class 5 contains 9669 members 
Mstep: Class 6 contains 13001 members 
Mstep: Class 7 contains 15347 members 
Mstep: Class 8 contains 18957 members 
Mstep: Class 9 contains 25314 members 
Mstep: Class 10 contains 13416 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 8047 members 
Mstep: Class 23 contains 6848 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 6246 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 4757 members 
Mstep: Class 31 contains 4053 members 
Mstep: Class 32 contains 11433 members 
Mstep: Class 33 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687260.000000 Penalty: 66294.843750
Iteration 58Q: 34 clusters Score -1.268726e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 9708 members 
Mstep: Class 6 contains 13011 members 
Mstep: Class 7 contains 15332 members 
Mstep: Class 8 contains 18962 members 
Mstep: Class 9 contains 25316 members 
Mstep: Class 10 contains 13399 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 4194 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 19103 members 
Mstep: Class 21 contains 8950 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 6830 members 
Mstep: Class 24 contains 2719 members 
Mstep: Class 25 contains 6285 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1097 members 
Mstep: Class 30 contains 4762 members 
Mstep: Class 31 contains 4051 members 
Mstep: Class 32 contains 11430 members 
Mstep: Class 33 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687359.000000 Penalty: 66294.843750
Iteration 59Q: 34 clusters Score -1.268736e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 11996 members 
Mstep: Class 4 contains 7453 members 
Mstep: Class 5 contains 9743 members 
Mstep: Class 6 contains 13014 members 
Mstep: Class 7 contains 15325 members 
Mstep: Class 8 contains 18967 members 
Mstep: Class 9 contains 25315 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4085 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 19067 members 
Mstep: Class 21 contains 8945 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 6819 members 
Mstep: Class 24 contains 2690 members 
Mstep: Class 25 contains 6318 members 
Mstep: Class 26 contains 4019 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1098 members 
Mstep: Class 30 contains 4762 members 
Mstep: Class 31 contains 4054 members 
Mstep: Class 32 contains 11430 members 
Mstep: Class 33 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687416.000000 Penalty: 66294.843750
Iteration 60F: 34 clusters Score -1.268742e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 11989 members 
Mstep: Class 4 contains 7464 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 13019 members 
Mstep: Class 7 contains 15293 members 
Mstep: Class 8 contains 18953 members 
Mstep: Class 9 contains 25314 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 4215 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 19034 members 
Mstep: Class 21 contains 8941 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 6802 members 
Mstep: Class 24 contains 2661 members 
Mstep: Class 25 contains 6381 members 
Mstep: Class 26 contains 4000 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1094 members 
Mstep: Class 30 contains 4764 members 
Mstep: Class 31 contains 4053 members 
Mstep: Class 32 contains 11430 members 
Mstep: Class 33 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687545.000000 Penalty: 66294.843750
Iteration 61Q: 34 clusters Score -1.268754e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 11980 members 
Mstep: Class 4 contains 7472 members 
Mstep: Class 5 contains 9806 members 
Mstep: Class 6 contains 13027 members 
Mstep: Class 7 contains 15265 members 
Mstep: Class 8 contains 18932 members 
Mstep: Class 9 contains 25310 members 
Mstep: Class 10 contains 13368 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 2290 members 
Mstep: Class 20 contains 19008 members 
Mstep: Class 21 contains 8937 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 23 contains 6789 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 6450 members 
Mstep: Class 26 contains 3978 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1089 members 
Mstep: Class 30 contains 4774 members 
Mstep: Class 31 contains 4066 members 
Mstep: Class 32 contains 11428 members 
Mstep: Class 33 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687803.000000 Penalty: 66294.843750
Iteration 62Q: 34 clusters Score -1.26878e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 11989 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 9822 members 
Mstep: Class 6 contains 13032 members 
Mstep: Class 7 contains 15252 members 
Mstep: Class 8 contains 18918 members 
Mstep: Class 9 contains 25300 members 
Mstep: Class 10 contains 13351 members 
Mstep: Class 11 contains 2964 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 8070 members 
Mstep: Class 23 contains 6781 members 
Mstep: Class 24 contains 2564 members 
Mstep: Class 25 contains 6514 members 
Mstep: Class 26 contains 3956 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1088 members 
Mstep: Class 30 contains 4783 members 
Mstep: Class 31 contains 4081 members 
Mstep: Class 32 contains 11419 members 
Mstep: Class 33 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688144.000000 Penalty: 66294.843750
Iteration 63Q: 34 clusters Score -1.268814e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12016 members 
Mstep: Class 4 contains 7491 members 
Mstep: Class 5 contains 9841 members 
Mstep: Class 6 contains 13031 members 
Mstep: Class 7 contains 15214 members 
Mstep: Class 8 contains 18880 members 
Mstep: Class 9 contains 25296 members 
Mstep: Class 10 contains 13315 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4068 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 2360 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 8929 members 
Mstep: Class 22 contains 8073 members 
Mstep: Class 23 contains 6775 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 6599 members 
Mstep: Class 26 contains 3947 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1088 members 
Mstep: Class 30 contains 4795 members 
Mstep: Class 31 contains 4092 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688378.000000 Penalty: 66294.843750
Iteration 64Q: 34 clusters Score -1.268838e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12038 members 
Mstep: Class 4 contains 7497 members 
Mstep: Class 5 contains 9859 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 15148 members 
Mstep: Class 8 contains 18849 members 
Mstep: Class 9 contains 25297 members 
Mstep: Class 10 contains 13285 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 18952 members 
Mstep: Class 21 contains 8927 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 6770 members 
Mstep: Class 24 contains 2479 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 3936 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1084 members 
Mstep: Class 30 contains 4810 members 
Mstep: Class 31 contains 4103 members 
Mstep: Class 32 contains 11396 members 
Mstep: Class 33 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688470.000000 Penalty: 66294.843750
Iteration 65Q: 34 clusters Score -1.268847e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12059 members 
Mstep: Class 4 contains 7507 members 
Mstep: Class 5 contains 9877 members 
Mstep: Class 6 contains 13031 members 
Mstep: Class 7 contains 15096 members 
Mstep: Class 8 contains 18821 members 
Mstep: Class 9 contains 25290 members 
Mstep: Class 10 contains 13250 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 2414 members 
Mstep: Class 20 contains 18934 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 8079 members 
Mstep: Class 23 contains 6767 members 
Mstep: Class 24 contains 2458 members 
Mstep: Class 25 contains 6764 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1079 members 
Mstep: Class 30 contains 4822 members 
Mstep: Class 31 contains 4112 members 
Mstep: Class 32 contains 11389 members 
Mstep: Class 33 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688588.000000 Penalty: 66294.843750
Iteration 66Q: 34 clusters Score -1.268859e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 12069 members 
Mstep: Class 4 contains 7514 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 13030 members 
Mstep: Class 7 contains 15041 members 
Mstep: Class 8 contains 18802 members 
Mstep: Class 9 contains 25294 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 8923 members 
Mstep: Class 22 contains 8081 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 2444 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1073 members 
Mstep: Class 30 contains 4832 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 11382 members 
Mstep: Class 33 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688620.000000 Penalty: 66294.843750
Iteration 67Q: 34 clusters Score -1.268862e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 12074 members 
Mstep: Class 4 contains 7516 members 
Mstep: Class 5 contains 9906 members 
Mstep: Class 6 contains 13032 members 
Mstep: Class 7 contains 14978 members 
Mstep: Class 8 contains 18787 members 
Mstep: Class 9 contains 25290 members 
Mstep: Class 10 contains 13180 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 8084 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 2441 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 3921 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1151 members 
Mstep: Class 29 contains 1069 members 
Mstep: Class 30 contains 4844 members 
Mstep: Class 31 contains 4113 members 
Mstep: Class 32 contains 11378 members 
Mstep: Class 33 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688663.000000 Penalty: 66294.843750
Iteration 68Q: 34 clusters Score -1.268866e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 7519 members 
Mstep: Class 5 contains 9925 members 
Mstep: Class 6 contains 13038 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 18775 members 
Mstep: Class 9 contains 25292 members 
Mstep: Class 10 contains 13162 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4069 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 18887 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 8087 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 6937 members 
Mstep: Class 26 contains 3918 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1151 members 
Mstep: Class 29 contains 1067 members 
Mstep: Class 30 contains 4855 members 
Mstep: Class 31 contains 4111 members 
Mstep: Class 32 contains 11375 members 
Mstep: Class 33 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688667.000000 Penalty: 66294.843750
Iteration 69Q: 34 clusters Score -1.268867e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 12088 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 5 contains 9945 members 
Mstep: Class 6 contains 13042 members 
Mstep: Class 7 contains 14860 members 
Mstep: Class 8 contains 18758 members 
Mstep: Class 9 contains 25288 members 
Mstep: Class 10 contains 13142 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 660 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 18867 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 8090 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 2432 members 
Mstep: Class 25 contains 6995 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1151 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 4866 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688735.000000 Penalty: 66294.843750
Iteration 70Q: 34 clusters Score -1.268874e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12090 members 
Mstep: Class 4 contains 7532 members 
Mstep: Class 5 contains 9972 members 
Mstep: Class 6 contains 13045 members 
Mstep: Class 7 contains 14804 members 
Mstep: Class 8 contains 18741 members 
Mstep: Class 9 contains 25289 members 
Mstep: Class 10 contains 13128 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4272 members 
Mstep: Class 19 contains 2535 members 
Mstep: Class 20 contains 18838 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 8092 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 7048 members 
Mstep: Class 26 contains 3912 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 4877 members 
Mstep: Class 31 contains 4122 members 
Mstep: Class 32 contains 11363 members 
Mstep: Class 33 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 34 clusters Score -1.268882e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 9993 members 
Mstep: Class 6 contains 13047 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 8 contains 18725 members 
Mstep: Class 9 contains 25292 members 
Mstep: Class 10 contains 13120 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 2544 members 
Mstep: Class 20 contains 18817 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 8097 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 2430 members 
Mstep: Class 25 contains 7113 members 
Mstep: Class 26 contains 3906 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 4881 members 
Mstep: Class 31 contains 4125 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688827.000000 Penalty: 66294.843750
Iteration 72Q: 34 clusters Score -1.268883e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12096 members 
Mstep: Class 4 contains 7535 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 13052 members 
Mstep: Class 7 contains 14656 members 
Mstep: Class 8 contains 18703 members 
Mstep: Class 9 contains 25298 members 
Mstep: Class 10 contains 13116 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 8910 members 
Mstep: Class 22 contains 8099 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 7179 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1149 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 4889 members 
Mstep: Class 31 contains 4125 members 
Mstep: Class 32 contains 11352 members 
Mstep: Class 33 contains 2375 members 
Entering Unmasked Estep 
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Iteration 73Q: 34 clusters Score -1.268888e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12100 members 
Mstep: Class 4 contains 7539 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 13058 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 18691 members 
Mstep: Class 9 contains 25301 members 
Mstep: Class 10 contains 13091 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 8903 members 
Mstep: Class 22 contains 8106 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 2429 members 
Mstep: Class 25 contains 7230 members 
Mstep: Class 26 contains 3897 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1148 members 
Mstep: Class 29 contains 1061 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4125 members 
Mstep: Class 32 contains 11347 members 
Mstep: Class 33 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688944.000000 Penalty: 66294.843750
Iteration 74Q: 34 clusters Score -1.268894e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 7542 members 
Mstep: Class 5 contains 10048 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 14539 members 
Mstep: Class 8 contains 18686 members 
Mstep: Class 9 contains 25314 members 
Mstep: Class 10 contains 13072 members 
Mstep: Class 11 contains 2966 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 18762 members 
Mstep: Class 21 contains 8899 members 
Mstep: Class 22 contains 8110 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 2429 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 3896 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 1060 members 
Mstep: Class 30 contains 4902 members 
Mstep: Class 31 contains 4126 members 
Mstep: Class 32 contains 11344 members 
Mstep: Class 33 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688905.000000 Penalty: 66294.843750
Iteration 75Q: 34 clusters Score -1.26889e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12102 members 
Mstep: Class 4 contains 7547 members 
Mstep: Class 5 contains 10058 members 
Mstep: Class 6 contains 13066 members 
Mstep: Class 7 contains 14482 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 25321 members 
Mstep: Class 10 contains 13059 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4061 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 4311 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 18752 members 
Mstep: Class 21 contains 8894 members 
Mstep: Class 22 contains 8115 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 2428 members 
Mstep: Class 25 contains 7301 members 
Mstep: Class 26 contains 3897 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 1058 members 
Mstep: Class 30 contains 4901 members 
Mstep: Class 31 contains 4126 members 
Mstep: Class 32 contains 11341 members 
Mstep: Class 33 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688989.000000 Penalty: 66294.843750
Iteration 76Q: 34 clusters Score -1.268899e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 7550 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 14415 members 
Mstep: Class 8 contains 18677 members 
Mstep: Class 9 contains 25331 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 11 contains 2964 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 8122 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7336 members 
Mstep: Class 26 contains 3897 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4902 members 
Mstep: Class 31 contains 4127 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 2398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689047.000000 Penalty: 66294.843750
Iteration 77Q: 34 clusters Score -1.268905e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11454 members 
Mstep: Class 3 contains 12107 members 
Mstep: Class 4 contains 7552 members 
Mstep: Class 5 contains 10072 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 14342 members 
Mstep: Class 8 contains 18667 members 
Mstep: Class 9 contains 25341 members 
Mstep: Class 10 contains 13028 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 2708 members 
Mstep: Class 20 contains 18734 members 
Mstep: Class 21 contains 8881 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 3899 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1147 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4899 members 
Mstep: Class 31 contains 4131 members 
Mstep: Class 32 contains 11333 members 
Mstep: Class 33 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689064.000000 Penalty: 66294.843750
Iteration 78Q: 34 clusters Score -1.268906e+07 nChanged 211
Entering ConstructFrom: 
Score: -12689064.000000 Penalty: 66294.843750
Entering ConstructFrom: 
Trying to split cluster 1 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -170333.421875 Penalty: 1307.824219
	Iteration 0F: 2 clusters Score -170333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -167584.500000 Penalty: 2615.648438
	Iteration 0F: 3 clusters Score -167584.5 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -168251.687500 Penalty: 2615.648438
	Iteration 1F: 3 clusters Score -168251.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -168360.109375 Penalty: 2615.648438
	Iteration 2F: 3 clusters Score -168360.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -168427.078125 Penalty: 2615.648438
	Iteration 3Q: 3 clusters Score -168427.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -168487.312500 Penalty: 2615.648438
	Iteration 4Q: 3 clusters Score -168487.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -168530.796875 Penalty: 2615.648438
	Iteration 5Q: 3 clusters Score -168530.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -168561.421875 Penalty: 2615.648438
	Iteration 6Q: 3 clusters Score -168561.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -168588.031250 Penalty: 2615.648438
	Iteration 7Q: 3 clusters Score -168588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -168612.156250 Penalty: 2615.648438
	Iteration 8Q: 3 clusters Score -168612.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -168635.656250 Penalty: 2615.648438
	Iteration 9Q: 3 clusters Score -168635.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -168653.093750 Penalty: 2615.648438
	Iteration 10Q: 3 clusters Score -168653.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -168672.359375 Penalty: 2615.648438
	Iteration 11Q: 3 clusters Score -168672.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -168689.171875 Penalty: 2615.648438
	Iteration 12Q: 3 clusters Score -168689.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -168704.875000 Penalty: 2615.648438
	Iteration 13Q: 3 clusters Score -168704.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -168723.125000 Penalty: 2615.648438
	Iteration 14Q: 3 clusters Score -168723.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -168742.500000 Penalty: 2615.648438
	Iteration 15Q: 3 clusters Score -168742.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -168764.328125 Penalty: 2615.648438
	Iteration 16Q: 3 clusters Score -168764.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -168779.015625 Penalty: 2615.648438
	Iteration 17Q: 3 clusters Score -168779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -168788.109375 Penalty: 2615.648438
	Iteration 18Q: 3 clusters Score -168788.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -168796.890625 Penalty: 2615.648438
	Iteration 19Q: 3 clusters Score -168796.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -168804.890625 Penalty: 2615.648438
	Iteration 20F: 3 clusters Score -168804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -168811.078125 Penalty: 2615.648438
	Iteration 21Q: 3 clusters Score -168811.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -168819.828125 Penalty: 2615.648438
	Iteration 22Q: 3 clusters Score -168819.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -168828.828125 Penalty: 2615.648438
	Iteration 23Q: 3 clusters Score -168828.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -168837.843750 Penalty: 2615.648438
	Iteration 24Q: 3 clusters Score -168837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -168849.453125 Penalty: 2615.648438
	Iteration 25Q: 3 clusters Score -168849.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -168862.296875 Penalty: 2615.648438
	Iteration 26Q: 3 clusters Score -168862.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168870.593750 Penalty: 2615.648438
	Iteration 27Q: 3 clusters Score -168870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -168879.343750 Penalty: 2615.648438
	Iteration 28Q: 3 clusters Score -168879.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168889.953125 Penalty: 2615.648438
	Iteration 29Q: 3 clusters Score -168890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168900.531250 Penalty: 2615.648438
	Iteration 30Q: 3 clusters Score -168900.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168914.546875 Penalty: 2615.648438
	Iteration 31Q: 3 clusters Score -168914.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -168927.765625 Penalty: 2615.648438
	Iteration 32Q: 3 clusters Score -168927.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168938.640625 Penalty: 2615.648438
	Iteration 33Q: 3 clusters Score -168938.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168948.781250 Penalty: 2615.648438
	Iteration 34Q: 3 clusters Score -168948.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -168960.031250 Penalty: 2615.648438
	Iteration 35Q: 3 clusters Score -168960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168965.859375 Penalty: 2615.648438
	Iteration 36Q: 3 clusters Score -168965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -168968.468750 Penalty: 2615.648438
	Iteration 37Q: 3 clusters Score -168968.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -168973.656250 Penalty: 2615.648438
	Iteration 38Q: 3 clusters Score -168973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -168978.234375 Penalty: 2615.648438
	Iteration 39Q: 3 clusters Score -168978.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -168982.140625 Penalty: 2615.648438
	Iteration 40F: 3 clusters Score -168982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168986.234375 Penalty: 2615.648438
	Iteration 41Q: 3 clusters Score -168986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168991.453125 Penalty: 2615.648438
	Iteration 42Q: 3 clusters Score -168991.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -168996.812500 Penalty: 2615.648438
	Iteration 43Q: 3 clusters Score -168996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -169004.187500 Penalty: 2615.648438
	Iteration 44Q: 3 clusters Score -169004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -169014.859375 Penalty: 2615.648438
	Iteration 45Q: 3 clusters Score -169014.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -169024.390625 Penalty: 2615.648438
	Iteration 46Q: 3 clusters Score -169024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -169033.203125 Penalty: 2615.648438
	Iteration 47Q: 3 clusters Score -169033.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -169046.546875 Penalty: 2615.648438
	Iteration 48Q: 3 clusters Score -169046.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169059.218750 Penalty: 2615.648438
	Iteration 49Q: 3 clusters Score -169059.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -169071.343750 Penalty: 2615.648438
	Iteration 50Q: 3 clusters Score -169071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -169076.562500 Penalty: 2615.648438
	Iteration 51Q: 3 clusters Score -169076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -169084.187500 Penalty: 2615.648438
	Iteration 52Q: 3 clusters Score -169084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169087.625000 Penalty: 2615.648438
	Iteration 53Q: 3 clusters Score -169087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -169091.656250 Penalty: 2615.648438
	Iteration 54Q: 3 clusters Score -169091.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -169099.406250 Penalty: 2615.648438
	Iteration 55Q: 3 clusters Score -169099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -169105.734375 Penalty: 2615.648438
	Iteration 56Q: 3 clusters Score -169105.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -169113.500000 Penalty: 2615.648438
	Iteration 57Q: 3 clusters Score -169113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -169117.765625 Penalty: 2615.648438
	Iteration 58Q: 3 clusters Score -169117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -169120.875000 Penalty: 2615.648438
	Iteration 59Q: 3 clusters Score -169120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -169123.687500 Penalty: 2615.648438
	Iteration 60F: 3 clusters Score -169123.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -169132.062500 Penalty: 2615.648438
	Iteration 61Q: 3 clusters Score -169132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -169137.296875 Penalty: 2615.648438
	Iteration 62Q: 3 clusters Score -169137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -169144.390625 Penalty: 2615.648438
	Iteration 63Q: 3 clusters Score -169144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -169148.343750 Penalty: 2615.648438
	Iteration 64Q: 3 clusters Score -169148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -169155.046875 Penalty: 2615.648438
	Iteration 65Q: 3 clusters Score -169155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -169159.890625 Penalty: 2615.648438
	Iteration 66Q: 3 clusters Score -169159.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -169166.796875 Penalty: 2615.648438
	Iteration 67Q: 3 clusters Score -169166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -169171.890625 Penalty: 2615.648438
	Iteration 68Q: 3 clusters Score -169171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -169176.234375 Penalty: 2615.648438
	Iteration 69Q: 3 clusters Score -169176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -169182.859375 Penalty: 2615.648438
	Iteration 70Q: 3 clusters Score -169182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -169189.312500 Penalty: 2615.648438
	Iteration 71Q: 3 clusters Score -169189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169192.531250 Penalty: 2615.648438
	Iteration 72Q: 3 clusters Score -169192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -169193.843750 Penalty: 2615.648438
	Iteration 73Q: 3 clusters Score -169193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -169197.140625 Penalty: 2615.648438
	Iteration 74Q: 3 clusters Score -169197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -169198.750000 Penalty: 2615.648438
	Iteration 75Q: 3 clusters Score -169198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -169201.000000 Penalty: 2615.648438
	Iteration 76Q: 3 clusters Score -169201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -169201.000000 Penalty: 2615.648438
	Iteration 77F: 3 clusters Score -169201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Entering Unmasked Estep 
Score: -664288.875000 Penalty: 1518.754517
	Iteration 0F: 2 clusters Score -664288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -656153.250000 Penalty: 3037.509033
	Iteration 0F: 3 clusters Score -656153.2 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -658818.937500 Penalty: 3037.509033
	Iteration 1F: 3 clusters Score -658818.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -659253.187500 Penalty: 3037.509033
	Iteration 2F: 3 clusters Score -659253.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -659778.750000 Penalty: 3037.509033
	Iteration 3F: 3 clusters Score -659778.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -660532.250000 Penalty: 3037.509033
	Iteration 4F: 3 clusters Score -660532.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -661470.750000 Penalty: 3037.509033
	Iteration 5F: 3 clusters Score -661470.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -662320.562500 Penalty: 3037.509033
	Iteration 6F: 3 clusters Score -662320.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -662891.000000 Penalty: 3037.509033
	Iteration 7F: 3 clusters Score -662891 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -663222.125000 Penalty: 3037.509033
	Iteration 8Q: 3 clusters Score -663222.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -663436.187500 Penalty: 3037.509033
	Iteration 9Q: 3 clusters Score -663436.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -663544.312500 Penalty: 3037.509033
	Iteration 10Q: 3 clusters Score -663544.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -663597.687500 Penalty: 3037.509033
	Iteration 11Q: 3 clusters Score -663597.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -663623.000000 Penalty: 3037.509033
	Iteration 12Q: 3 clusters Score -663623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -663641.062500 Penalty: 3037.509033
	Iteration 13Q: 3 clusters Score -663641.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -663650.562500 Penalty: 3037.509033
	Iteration 14Q: 3 clusters Score -663650.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -663654.875000 Penalty: 3037.509033
	Iteration 15Q: 3 clusters Score -663654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -663659.375000 Penalty: 3037.509033
	Iteration 16Q: 3 clusters Score -663659.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -663663.812500 Penalty: 3037.509033
	Iteration 17Q: 3 clusters Score -663663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -663667.437500 Penalty: 3037.509033
	Iteration 18Q: 3 clusters Score -663667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -663668.875000 Penalty: 3037.509033
	Iteration 19Q: 3 clusters Score -663668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -663668.875000 Penalty: 3037.509033
	Iteration 20F: 3 clusters Score -663668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -663669.625000 Penalty: 3037.509033
	Iteration 21Q: 3 clusters Score -663669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -663669.125000 Penalty: 3037.509033
	Iteration 22Q: 3 clusters Score -663669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -663672.500000 Penalty: 3037.509033
	Iteration 23Q: 3 clusters Score -663672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -663673.250000 Penalty: 3037.509033
	Iteration 24Q: 3 clusters Score -663673.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -663676.187500 Penalty: 3037.509033
	Iteration 25Q: 3 clusters Score -663676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -663676.000000 Penalty: 3037.509033
	Iteration 26Q: 3 clusters Score -663676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -663676.687500 Penalty: 3037.509033
	Iteration 27Q: 3 clusters Score -663676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -663677.875000 Penalty: 3037.509033
	Iteration 28Q: 3 clusters Score -663677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -663681.875000 Penalty: 3037.509033
	Iteration 29Q: 3 clusters Score -663681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -663686.937500 Penalty: 3037.509033
	Iteration 30Q: 3 clusters Score -663686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -663687.500000 Penalty: 3037.509033
	Iteration 31Q: 3 clusters Score -663687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -663689.250000 Penalty: 3037.509033
	Iteration 32Q: 3 clusters Score -663689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -663690.812500 Penalty: 3037.509033
	Iteration 33Q: 3 clusters Score -663690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -663691.750000 Penalty: 3037.509033
	Iteration 34Q: 3 clusters Score -663691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -663692.562500 Penalty: 3037.509033
	Iteration 35Q: 3 clusters Score -663692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -663694.812500 Penalty: 3037.509033
	Iteration 36Q: 3 clusters Score -663694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -663695.625000 Penalty: 3037.509033
	Iteration 37Q: 3 clusters Score -663695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -663699.000000 Penalty: 3037.509033
	Iteration 38Q: 3 clusters Score -663699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -663701.562500 Penalty: 3037.509033
	Iteration 39Q: 3 clusters Score -663701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -663701.937500 Penalty: 3037.509033
	Iteration 40F: 3 clusters Score -663701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -663703.625000 Penalty: 3037.509033
	Iteration 41Q: 3 clusters Score -663703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -663704.187500 Penalty: 3037.509033
	Iteration 42Q: 3 clusters Score -663704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -663704.187500 Penalty: 3037.509033
	Iteration 43Q: 3 clusters Score -663704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -663703.875000 Penalty: 3037.509033
	Iteration 44Q: 3 clusters Score -663703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -663703.875000 Penalty: 3037.509033
	Iteration 45F: 3 clusters Score -663703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -733239.125000 Penalty: 1527.723267
	Iteration 0F: 2 clusters Score -733239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -724779.812500 Penalty: 3055.446533
	Iteration 0F: 3 clusters Score -724779.8 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -727900.500000 Penalty: 3055.446533
	Iteration 1F: 3 clusters Score -727900.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -728483.562500 Penalty: 3055.446533
	Iteration 2F: 3 clusters Score -728483.6 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -729087.000000 Penalty: 3055.446533
	Iteration 3F: 3 clusters Score -729087 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -729641.812500 Penalty: 3055.446533
	Iteration 4F: 3 clusters Score -729641.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -730153.500000 Penalty: 3055.446533
	Iteration 5F: 3 clusters Score -730153.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -730622.312500 Penalty: 3055.446533
	Iteration 6F: 3 clusters Score -730622.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -731066.062500 Penalty: 3055.446533
	Iteration 7Q: 3 clusters Score -731066.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -731504.375000 Penalty: 3055.446533
	Iteration 8Q: 3 clusters Score -731504.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -731776.125000 Penalty: 3055.446533
	Iteration 9Q: 3 clusters Score -731776.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -731920.562500 Penalty: 3055.446533
	Iteration 10Q: 3 clusters Score -731920.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -731984.750000 Penalty: 3055.446533
	Iteration 11Q: 3 clusters Score -731984.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -732038.250000 Penalty: 3055.446533
	Iteration 12Q: 3 clusters Score -732038.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -732077.125000 Penalty: 3055.446533
	Iteration 13Q: 3 clusters Score -732077.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -732106.937500 Penalty: 3055.446533
	Iteration 14Q: 3 clusters Score -732106.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -732125.062500 Penalty: 3055.446533
	Iteration 15Q: 3 clusters Score -732125.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -732137.562500 Penalty: 3055.446533
	Iteration 16Q: 3 clusters Score -732137.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -732151.437500 Penalty: 3055.446533
	Iteration 17Q: 3 clusters Score -732151.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -732157.562500 Penalty: 3055.446533
	Iteration 18Q: 3 clusters Score -732157.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -732171.625000 Penalty: 3055.446533
	Iteration 19Q: 3 clusters Score -732171.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -732180.312500 Penalty: 3055.446533
	Iteration 20F: 3 clusters Score -732180.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -732185.750000 Penalty: 3055.446533
	Iteration 21Q: 3 clusters Score -732185.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -732193.125000 Penalty: 3055.446533
	Iteration 22Q: 3 clusters Score -732193.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -732198.937500 Penalty: 3055.446533
	Iteration 23Q: 3 clusters Score -732198.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -732204.875000 Penalty: 3055.446533
	Iteration 24Q: 3 clusters Score -732204.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -732217.312500 Penalty: 3055.446533
	Iteration 25Q: 3 clusters Score -732217.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -732226.437500 Penalty: 3055.446533
	Iteration 26Q: 3 clusters Score -732226.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -732230.437500 Penalty: 3055.446533
	Iteration 27Q: 3 clusters Score -732230.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -732238.937500 Penalty: 3055.446533
	Iteration 28Q: 3 clusters Score -732238.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -732243.625000 Penalty: 3055.446533
	Iteration 29Q: 3 clusters Score -732243.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -732251.375000 Penalty: 3055.446533
	Iteration 30Q: 3 clusters Score -732251.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -732260.625000 Penalty: 3055.446533
	Iteration 31Q: 3 clusters Score -732260.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -732270.500000 Penalty: 3055.446533
	Iteration 32Q: 3 clusters Score -732270.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -732277.187500 Penalty: 3055.446533
	Iteration 33Q: 3 clusters Score -732277.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -732281.687500 Penalty: 3055.446533
	Iteration 34Q: 3 clusters Score -732281.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -732286.500000 Penalty: 3055.446533
	Iteration 35Q: 3 clusters Score -732286.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -732290.500000 Penalty: 3055.446533
	Iteration 36Q: 3 clusters Score -732290.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -732299.125000 Penalty: 3055.446533
	Iteration 37Q: 3 clusters Score -732299.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -732302.000000 Penalty: 3055.446533
	Iteration 38Q: 3 clusters Score -732302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -732308.187500 Penalty: 3055.446533
	Iteration 39Q: 3 clusters Score -732308.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -732315.750000 Penalty: 3055.446533
	Iteration 40F: 3 clusters Score -732315.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -732323.875000 Penalty: 3055.446533
	Iteration 41Q: 3 clusters Score -732323.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -732323.062500 Penalty: 3055.446533
	Iteration 42Q: 3 clusters Score -732323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -732324.437500 Penalty: 3055.446533
	Iteration 43Q: 3 clusters Score -732324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -732331.187500 Penalty: 3055.446533
	Iteration 44Q: 3 clusters Score -732331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -732331.437500 Penalty: 3055.446533
	Iteration 45Q: 3 clusters Score -732331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -732331.250000 Penalty: 3055.446533
	Iteration 46Q: 3 clusters Score -732331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -732331.562500 Penalty: 3055.446533
	Iteration 47Q: 3 clusters Score -732331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -732331.750000 Penalty: 3055.446533
	Iteration 48Q: 3 clusters Score -732331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -732333.250000 Penalty: 3055.446533
	Iteration 49Q: 3 clusters Score -732333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -732337.000000 Penalty: 3055.446533
	Iteration 50Q: 3 clusters Score -732337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -732338.812500 Penalty: 3055.446533
	Iteration 51Q: 3 clusters Score -732338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -732338.437500 Penalty: 3055.446533
	Iteration 52Q: 3 clusters Score -732338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -732339.062500 Penalty: 3055.446533
	Iteration 53Q: 3 clusters Score -732339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -732342.000000 Penalty: 3055.446533
	Iteration 54Q: 3 clusters Score -732342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -732342.500000 Penalty: 3055.446533
	Iteration 55Q: 3 clusters Score -732342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -732344.000000 Penalty: 3055.446533
	Iteration 56Q: 3 clusters Score -732344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -732343.437500 Penalty: 3055.446533
	Iteration 57Q: 3 clusters Score -732343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -732344.812500 Penalty: 3055.446533
	Iteration 58Q: 3 clusters Score -732344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -732344.437500 Penalty: 3055.446533
	Iteration 59Q: 3 clusters Score -732344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -732345.312500 Penalty: 3055.446533
	Iteration 60F: 3 clusters Score -732345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -732345.437500 Penalty: 3055.446533
	Iteration 61Q: 3 clusters Score -732345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -732345.500000 Penalty: 3055.446533
	Iteration 62Q: 3 clusters Score -732345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -732345.500000 Penalty: 3055.446533
	Iteration 63F: 3 clusters Score -732345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Entering Unmasked Estep 
Score: -432426.250000 Penalty: 1451.076294
	Iteration 0F: 2 clusters Score -432426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -426804.562500 Penalty: 2902.152588
	Iteration 0F: 3 clusters Score -426804.6 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -428545.375000 Penalty: 2902.152588
	Iteration 1F: 3 clusters Score -428545.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -428790.437500 Penalty: 2902.152588
	Iteration 2F: 3 clusters Score -428790.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -428976.718750 Penalty: 2902.152588
	Iteration 3F: 3 clusters Score -428976.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -429141.531250 Penalty: 2902.152588
	Iteration 4Q: 3 clusters Score -429141.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -429362.250000 Penalty: 2902.152588
	Iteration 5Q: 3 clusters Score -429362.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -429648.093750 Penalty: 2902.152588
	Iteration 6F: 3 clusters Score -429648.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -429985.187500 Penalty: 2902.152588
	Iteration 7F: 3 clusters Score -429985.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -430382.406250 Penalty: 2902.152588
	Iteration 8F: 3 clusters Score -430382.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -430786.187500 Penalty: 2902.152588
	Iteration 9F: 3 clusters Score -430786.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -431234.093750 Penalty: 2902.152588
	Iteration 10F: 3 clusters Score -431234.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -431935.375000 Penalty: 2902.152588
	Iteration 11F: 3 clusters Score -431935.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -432947.062500 Penalty: 2902.152588
	Iteration 12F: 3 clusters Score -432947.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -433953.468750 Penalty: 2902.152588
	Iteration 13Q: 3 clusters Score -433953.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -434369.875000 Penalty: 2902.152588
	Iteration 14Q: 3 clusters Score -434369.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -434428.312500 Penalty: 2902.152588
	Iteration 15Q: 3 clusters Score -434428.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -434438.000000 Penalty: 2902.152588
	Iteration 16Q: 3 clusters Score -434438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -434439.343750 Penalty: 2902.152588
	Iteration 17Q: 3 clusters Score -434439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -434439.656250 Penalty: 2902.152588
	Iteration 18Q: 3 clusters Score -434439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -434439.656250 Penalty: 2902.152588
	Iteration 19F: 3 clusters Score -434439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 8875 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Entering Unmasked Estep 
Score: -12690624.000000 Penalty: 68303.781250
Splitting cluster 4 changes total score from -12689064.000000 to -12690624.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 5 (10078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Entering Unmasked Estep 
Score: -595460.250000 Penalty: 1497.942871
	Iteration 0F: 2 clusters Score -595460.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -588250.937500 Penalty: 2995.885742
	Iteration 0F: 3 clusters Score -588250.9 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -590785.000000 Penalty: 2995.885742
	Iteration 1F: 3 clusters Score -590785 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -591332.937500 Penalty: 2995.885742
	Iteration 2F: 3 clusters Score -591332.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -591979.937500 Penalty: 2995.885742
	Iteration 3F: 3 clusters Score -591979.9 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -592649.562500 Penalty: 2995.885742
	Iteration 4F: 3 clusters Score -592649.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -593270.625000 Penalty: 2995.885742
	Iteration 5F: 3 clusters Score -593270.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -593687.437500 Penalty: 2995.885742
	Iteration 6F: 3 clusters Score -593687.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -593940.562500 Penalty: 2995.885742
	Iteration 7Q: 3 clusters Score -593940.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -594078.937500 Penalty: 2995.885742
	Iteration 8Q: 3 clusters Score -594078.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -594153.812500 Penalty: 2995.885742
	Iteration 9Q: 3 clusters Score -594153.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -594201.875000 Penalty: 2995.885742
	Iteration 10Q: 3 clusters Score -594201.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -594232.812500 Penalty: 2995.885742
	Iteration 11Q: 3 clusters Score -594232.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -594251.437500 Penalty: 2995.885742
	Iteration 12Q: 3 clusters Score -594251.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -594264.062500 Penalty: 2995.885742
	Iteration 13Q: 3 clusters Score -594264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -594273.750000 Penalty: 2995.885742
	Iteration 14Q: 3 clusters Score -594273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -594278.625000 Penalty: 2995.885742
	Iteration 15Q: 3 clusters Score -594278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -594281.062500 Penalty: 2995.885742
	Iteration 16Q: 3 clusters Score -594281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -594281.812500 Penalty: 2995.885742
	Iteration 17Q: 3 clusters Score -594281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -594284.625000 Penalty: 2995.885742
	Iteration 18Q: 3 clusters Score -594284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -594285.687500 Penalty: 2995.885742
	Iteration 19Q: 3 clusters Score -594285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -594287.375000 Penalty: 2995.885742
	Iteration 20F: 3 clusters Score -594287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -594288.125000 Penalty: 2995.885742
	Iteration 21Q: 3 clusters Score -594288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -594290.687500 Penalty: 2995.885742
	Iteration 22Q: 3 clusters Score -594290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -594293.562500 Penalty: 2995.885742
	Iteration 23Q: 3 clusters Score -594293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -594294.812500 Penalty: 2995.885742
	Iteration 24Q: 3 clusters Score -594294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -594295.250000 Penalty: 2995.885742
	Iteration 25Q: 3 clusters Score -594295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -594297.125000 Penalty: 2995.885742
	Iteration 26Q: 3 clusters Score -594297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -594297.312500 Penalty: 2995.885742
	Iteration 27Q: 3 clusters Score -594297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -594299.125000 Penalty: 2995.885742
	Iteration 28Q: 3 clusters Score -594299.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -594299.125000 Penalty: 2995.885742
	Iteration 29F: 3 clusters Score -594299.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Entering Unmasked Estep 
Score: -755413.937500 Penalty: 1540.174805
	Iteration 0F: 2 clusters Score -755413.9 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 6539 members 
Entering Unmasked Estep 
Score: -746246.875000 Penalty: 3080.349609
	Iteration 0F: 3 clusters Score -746246.9 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -749274.437500 Penalty: 3080.349609
	Iteration 1F: 3 clusters Score -749274.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -749563.125000 Penalty: 3080.349609
	Iteration 2F: 3 clusters Score -749563.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -749783.875000 Penalty: 3080.349609
	Iteration 3Q: 3 clusters Score -749783.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -749972.187500 Penalty: 3080.349609
	Iteration 4Q: 3 clusters Score -749972.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -750140.750000 Penalty: 3080.349609
	Iteration 5Q: 3 clusters Score -750140.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -750321.625000 Penalty: 3080.349609
	Iteration 6Q: 3 clusters Score -750321.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -750526.437500 Penalty: 3080.349609
	Iteration 7Q: 3 clusters Score -750526.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -750794.375000 Penalty: 3080.349609
	Iteration 8Q: 3 clusters Score -750794.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -751103.750000 Penalty: 3080.349609
	Iteration 9Q: 3 clusters Score -751103.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -751447.062500 Penalty: 3080.349609
	Iteration 10Q: 3 clusters Score -751447.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -751769.250000 Penalty: 3080.349609
	Iteration 11Q: 3 clusters Score -751769.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -752040.687500 Penalty: 3080.349609
	Iteration 12Q: 3 clusters Score -752040.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -752286.812500 Penalty: 3080.349609
	Iteration 13Q: 3 clusters Score -752286.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -752521.437500 Penalty: 3080.349609
	Iteration 14Q: 3 clusters Score -752521.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -752720.937500 Penalty: 3080.349609
	Iteration 15Q: 3 clusters Score -752720.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -752889.437500 Penalty: 3080.349609
	Iteration 16Q: 3 clusters Score -752889.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -753064.812500 Penalty: 3080.349609
	Iteration 17Q: 3 clusters Score -753064.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -753228.625000 Penalty: 3080.349609
	Iteration 18Q: 3 clusters Score -753228.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -753389.000000 Penalty: 3080.349609
	Iteration 19Q: 3 clusters Score -753389 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -753537.312500 Penalty: 3080.349609
	Iteration 20F: 3 clusters Score -753537.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -753665.437500 Penalty: 3080.349609
	Iteration 21Q: 3 clusters Score -753665.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -753769.250000 Penalty: 3080.349609
	Iteration 22Q: 3 clusters Score -753769.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -753831.937500 Penalty: 3080.349609
	Iteration 23Q: 3 clusters Score -753831.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -753888.625000 Penalty: 3080.349609
	Iteration 24Q: 3 clusters Score -753888.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -753927.312500 Penalty: 3080.349609
	Iteration 25Q: 3 clusters Score -753927.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -753960.000000 Penalty: 3080.349609
	Iteration 26Q: 3 clusters Score -753960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -753991.000000 Penalty: 3080.349609
	Iteration 27Q: 3 clusters Score -753991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -754017.937500 Penalty: 3080.349609
	Iteration 28Q: 3 clusters Score -754017.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -754045.687500 Penalty: 3080.349609
	Iteration 29Q: 3 clusters Score -754045.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -754064.375000 Penalty: 3080.349609
	Iteration 30Q: 3 clusters Score -754064.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -754071.625000 Penalty: 3080.349609
	Iteration 31Q: 3 clusters Score -754071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -754079.125000 Penalty: 3080.349609
	Iteration 32Q: 3 clusters Score -754079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -754083.062500 Penalty: 3080.349609
	Iteration 33Q: 3 clusters Score -754083.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -754090.937500 Penalty: 3080.349609
	Iteration 34Q: 3 clusters Score -754090.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -754098.750000 Penalty: 3080.349609
	Iteration 35Q: 3 clusters Score -754098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -754101.875000 Penalty: 3080.349609
	Iteration 36Q: 3 clusters Score -754101.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -754106.125000 Penalty: 3080.349609
	Iteration 37Q: 3 clusters Score -754106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -754108.625000 Penalty: 3080.349609
	Iteration 38Q: 3 clusters Score -754108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -754109.375000 Penalty: 3080.349609
	Iteration 39Q: 3 clusters Score -754109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -754109.375000 Penalty: 3080.349609
	Iteration 40F: 3 clusters Score -754109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Entering Unmasked Estep 
Score: -808891.437500 Penalty: 1554.347290
	Iteration 0F: 2 clusters Score -808891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -799037.812500 Penalty: 3108.694580
	Iteration 0F: 3 clusters Score -799037.8 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -802786.937500 Penalty: 3108.694580
	Iteration 1F: 3 clusters Score -802786.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -803641.375000 Penalty: 3108.694580
	Iteration 2F: 3 clusters Score -803641.4 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -804672.812500 Penalty: 3108.694580
	Iteration 3F: 3 clusters Score -804672.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -805614.812500 Penalty: 3108.694580
	Iteration 4F: 3 clusters Score -805614.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -806425.750000 Penalty: 3108.694580
	Iteration 5F: 3 clusters Score -806425.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -807073.625000 Penalty: 3108.694580
	Iteration 6F: 3 clusters Score -807073.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -807576.250000 Penalty: 3108.694580
	Iteration 7Q: 3 clusters Score -807576.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -807961.312500 Penalty: 3108.694580
	Iteration 8Q: 3 clusters Score -807961.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -808233.812500 Penalty: 3108.694580
	Iteration 9Q: 3 clusters Score -808233.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -808403.562500 Penalty: 3108.694580
	Iteration 10Q: 3 clusters Score -808403.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -808522.250000 Penalty: 3108.694580
	Iteration 11Q: 3 clusters Score -808522.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -808617.562500 Penalty: 3108.694580
	Iteration 12Q: 3 clusters Score -808617.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -808696.562500 Penalty: 3108.694580
	Iteration 13Q: 3 clusters Score -808696.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -808782.750000 Penalty: 3108.694580
	Iteration 14Q: 3 clusters Score -808782.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -808887.437500 Penalty: 3108.694580
	Iteration 15Q: 3 clusters Score -808887.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -808966.937500 Penalty: 3108.694580
	Iteration 16Q: 3 clusters Score -808966.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -809017.750000 Penalty: 3108.694580
	Iteration 17Q: 3 clusters Score -809017.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -809045.375000 Penalty: 3108.694580
	Iteration 18Q: 3 clusters Score -809045.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -809066.875000 Penalty: 3108.694580
	Iteration 19Q: 3 clusters Score -809066.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -809078.500000 Penalty: 3108.694580
	Iteration 20F: 3 clusters Score -809078.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -809088.375000 Penalty: 3108.694580
	Iteration 21Q: 3 clusters Score -809088.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -809093.375000 Penalty: 3108.694580
	Iteration 22Q: 3 clusters Score -809093.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -809095.125000 Penalty: 3108.694580
	Iteration 23Q: 3 clusters Score -809095.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -809098.312500 Penalty: 3108.694580
	Iteration 24Q: 3 clusters Score -809098.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -809099.750000 Penalty: 3108.694580
	Iteration 25Q: 3 clusters Score -809099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -809100.000000 Penalty: 3108.694580
	Iteration 26Q: 3 clusters Score -809100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -809099.625000 Penalty: 3108.694580
	Iteration 27Q: 3 clusters Score -809099.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -809098.812500 Penalty: 3108.694580
	Iteration 28Q: 3 clusters Score -809098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -809099.812500 Penalty: 3108.694580
	Iteration 29Q: 3 clusters Score -809099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -809100.125000 Penalty: 3108.694580
	Iteration 30Q: 3 clusters Score -809100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -809102.000000 Penalty: 3108.694580
	Iteration 31Q: 3 clusters Score -809102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -809101.375000 Penalty: 3108.694580
	Iteration 32Q: 3 clusters Score -809101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -809101.250000 Penalty: 3108.694580
	Iteration 33Q: 3 clusters Score -809101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -809101.250000 Penalty: 3108.694580
	Iteration 34F: 3 clusters Score -809101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 661 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 8875 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Entering Unmasked Estep 
Score: -12690333.000000 Penalty: 70312.710938
Splitting cluster 7 changes total score from -12689064.000000 to -12690333.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (18658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Entering Unmasked Estep 
Score: -1064639.375000 Penalty: 1598.029907
	Iteration 0F: 2 clusters Score -1064639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1051957.500000 Penalty: 3196.059814
	Iteration 0F: 3 clusters Score -1051958 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1057503.375000 Penalty: 3196.059814
	Iteration 1F: 3 clusters Score -1057503 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1059250.500000 Penalty: 3196.059814
	Iteration 2F: 3 clusters Score -1059250 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1061001.125000 Penalty: 3196.059814
	Iteration 3F: 3 clusters Score -1061001 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1062086.625000 Penalty: 3196.059814
	Iteration 4F: 3 clusters Score -1062087 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1062719.875000 Penalty: 3196.059814
	Iteration 5F: 3 clusters Score -1062720 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1063120.875000 Penalty: 3196.059814
	Iteration 6Q: 3 clusters Score -1063121 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1063398.125000 Penalty: 3196.059814
	Iteration 7Q: 3 clusters Score -1063398 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1063630.375000 Penalty: 3196.059814
	Iteration 8Q: 3 clusters Score -1063630 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1063828.625000 Penalty: 3196.059814
	Iteration 9Q: 3 clusters Score -1063829 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1063965.375000 Penalty: 3196.059814
	Iteration 10Q: 3 clusters Score -1063965 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1064066.125000 Penalty: 3196.059814
	Iteration 11Q: 3 clusters Score -1064066 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1064142.250000 Penalty: 3196.059814
	Iteration 12Q: 3 clusters Score -1064142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1064221.125000 Penalty: 3196.059814
	Iteration 13Q: 3 clusters Score -1064221 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1064299.125000 Penalty: 3196.059814
	Iteration 14Q: 3 clusters Score -1064299 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1064371.875000 Penalty: 3196.059814
	Iteration 15Q: 3 clusters Score -1064372 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1064419.375000 Penalty: 3196.059814
	Iteration 16Q: 3 clusters Score -1064419 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1064447.125000 Penalty: 3196.059814
	Iteration 17Q: 3 clusters Score -1064447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1064466.250000 Penalty: 3196.059814
	Iteration 18Q: 3 clusters Score -1064466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1064479.125000 Penalty: 3196.059814
	Iteration 19Q: 3 clusters Score -1064479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1064488.750000 Penalty: 3196.059814
	Iteration 20F: 3 clusters Score -1064489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1064497.250000 Penalty: 3196.059814
	Iteration 21Q: 3 clusters Score -1064497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1064502.750000 Penalty: 3196.059814
	Iteration 22Q: 3 clusters Score -1064503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1064508.125000 Penalty: 3196.059814
	Iteration 23Q: 3 clusters Score -1064508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1064511.625000 Penalty: 3196.059814
	Iteration 24Q: 3 clusters Score -1064512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1064514.125000 Penalty: 3196.059814
	Iteration 25Q: 3 clusters Score -1064514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1064514.250000 Penalty: 3196.059814
	Iteration 26Q: 3 clusters Score -1064514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1064515.000000 Penalty: 3196.059814
	Iteration 27Q: 3 clusters Score -1064515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1064518.875000 Penalty: 3196.059814
	Iteration 28Q: 3 clusters Score -1064519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1064518.250000 Penalty: 3196.059814
	Iteration 29Q: 3 clusters Score -1064518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1064521.875000 Penalty: 3196.059814
	Iteration 30Q: 3 clusters Score -1064522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1064524.750000 Penalty: 3196.059814
	Iteration 31Q: 3 clusters Score -1064525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1064526.875000 Penalty: 3196.059814
	Iteration 32Q: 3 clusters Score -1064527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1064531.125000 Penalty: 3196.059814
	Iteration 33Q: 3 clusters Score -1064531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1064531.625000 Penalty: 3196.059814
	Iteration 34Q: 3 clusters Score -1064532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1064536.125000 Penalty: 3196.059814
	Iteration 35Q: 3 clusters Score -1064536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1064534.250000 Penalty: 3196.059814
	Iteration 36Q: 3 clusters Score -1064534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1064536.375000 Penalty: 3196.059814
	Iteration 37Q: 3 clusters Score -1064536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1064542.250000 Penalty: 3196.059814
	Iteration 38Q: 3 clusters Score -1064542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1064543.750000 Penalty: 3196.059814
	Iteration 39Q: 3 clusters Score -1064544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1064540.250000 Penalty: 3196.059814
	Iteration 40F: 3 clusters Score -1064540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1064543.500000 Penalty: 3196.059814
	Iteration 41Q: 3 clusters Score -1064544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1064544.875000 Penalty: 3196.059814
	Iteration 42Q: 3 clusters Score -1064545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1064545.625000 Penalty: 3196.059814
	Iteration 43Q: 3 clusters Score -1064546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1064544.125000 Penalty: 3196.059814
	Iteration 44Q: 3 clusters Score -1064544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1064548.000000 Penalty: 3196.059814
	Iteration 45Q: 3 clusters Score -1064548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1064545.750000 Penalty: 3196.059814
	Iteration 46Q: 3 clusters Score -1064546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1064548.500000 Penalty: 3196.059814
	Iteration 47Q: 3 clusters Score -1064548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1064546.875000 Penalty: 3196.059814
	Iteration 48Q: 3 clusters Score -1064547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1064546.375000 Penalty: 3196.059814
	Iteration 49Q: 3 clusters Score -1064546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1064549.875000 Penalty: 3196.059814
	Iteration 50Q: 3 clusters Score -1064550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1064548.625000 Penalty: 3196.059814
	Iteration 51Q: 3 clusters Score -1064549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1064552.000000 Penalty: 3196.059814
	Iteration 52Q: 3 clusters Score -1064552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1064549.375000 Penalty: 3196.059814
	Iteration 53Q: 3 clusters Score -1064549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1064549.750000 Penalty: 3196.059814
	Iteration 54Q: 3 clusters Score -1064550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1064549.875000 Penalty: 3196.059814
	Iteration 55Q: 3 clusters Score -1064550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1064550.875000 Penalty: 3196.059814
	Iteration 56Q: 3 clusters Score -1064551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1064550.500000 Penalty: 3196.059814
	Iteration 57Q: 3 clusters Score -1064550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1064549.375000 Penalty: 3196.059814
	Iteration 58Q: 3 clusters Score -1064549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1064549.375000 Penalty: 3196.059814
	Iteration 59F: 3 clusters Score -1064549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25352 members 
Entering Unmasked Estep 
Score: -1507152.875000 Penalty: 1647.849487
	Iteration 0F: 2 clusters Score -1507153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1490057.125000 Penalty: 3295.698975
	Iteration 0F: 3 clusters Score -1490057 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1496432.500000 Penalty: 3295.698975
	Iteration 1F: 3 clusters Score -1496432 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1496980 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1497630.625000 Penalty: 3295.698975
	Iteration 3F: 3 clusters Score -1497631 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1498495.125000 Penalty: 3295.698975
	Iteration 4F: 3 clusters Score -1498495 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1499452.875000 Penalty: 3295.698975
	Iteration 5F: 3 clusters Score -1499453 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1500368.250000 Penalty: 3295.698975
	Iteration 6F: 3 clusters Score -1500368 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1501180.000000 Penalty: 3295.698975
	Iteration 7F: 3 clusters Score -1501180 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1501786.375000 Penalty: 3295.698975
	Iteration 8F: 3 clusters Score -1501786 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1502252.500000 Penalty: 3295.698975
	Iteration 9Q: 3 clusters Score -1502252 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1502586.500000 Penalty: 3295.698975
	Iteration 10Q: 3 clusters Score -1502586 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1502881.875000 Penalty: 3295.698975
	Iteration 11Q: 3 clusters Score -1502882 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1503195.750000 Penalty: 3295.698975
	Iteration 12Q: 3 clusters Score -1503196 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1503526.375000 Penalty: 3295.698975
	Iteration 13Q: 3 clusters Score -1503526 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1503858.875000 Penalty: 3295.698975
	Iteration 14Q: 3 clusters Score -1503859 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1504211.000000 Penalty: 3295.698975
	Iteration 15Q: 3 clusters Score -1504211 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1504548.125000 Penalty: 3295.698975
	Iteration 16Q: 3 clusters Score -1504548 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1504852.625000 Penalty: 3295.698975
	Iteration 17Q: 3 clusters Score -1504853 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1505126.750000 Penalty: 3295.698975
	Iteration 18Q: 3 clusters Score -1505127 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1505336.250000 Penalty: 3295.698975
	Iteration 19Q: 3 clusters Score -1505336 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1505515.375000 Penalty: 3295.698975
	Iteration 20F: 3 clusters Score -1505515 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1505656.875000 Penalty: 3295.698975
	Iteration 21Q: 3 clusters Score -1505657 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1505752.375000 Penalty: 3295.698975
	Iteration 22Q: 3 clusters Score -1505752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1505825.750000 Penalty: 3295.698975
	Iteration 23Q: 3 clusters Score -1505826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1505882.875000 Penalty: 3295.698975
	Iteration 24Q: 3 clusters Score -1505883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1505914.375000 Penalty: 3295.698975
	Iteration 25Q: 3 clusters Score -1505914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1505929.500000 Penalty: 3295.698975
	Iteration 26Q: 3 clusters Score -1505930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1505944.375000 Penalty: 3295.698975
	Iteration 27Q: 3 clusters Score -1505944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1505956.875000 Penalty: 3295.698975
	Iteration 28Q: 3 clusters Score -1505957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1505963.625000 Penalty: 3295.698975
	Iteration 29Q: 3 clusters Score -1505964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1505966.375000 Penalty: 3295.698975
	Iteration 30Q: 3 clusters Score -1505966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1505971.375000 Penalty: 3295.698975
	Iteration 31Q: 3 clusters Score -1505971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1505972.000000 Penalty: 3295.698975
	Iteration 32Q: 3 clusters Score -1505972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1505973.250000 Penalty: 3295.698975
	Iteration 33Q: 3 clusters Score -1505973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1505981.875000 Penalty: 3295.698975
	Iteration 34Q: 3 clusters Score -1505982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1505982.625000 Penalty: 3295.698975
	Iteration 35Q: 3 clusters Score -1505983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1505984.125000 Penalty: 3295.698975
	Iteration 36Q: 3 clusters Score -1505984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1505985.500000 Penalty: 3295.698975
	Iteration 37Q: 3 clusters Score -1505986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1505984.750000 Penalty: 3295.698975
	Iteration 38Q: 3 clusters Score -1505985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1505987.250000 Penalty: 3295.698975
	Iteration 39Q: 3 clusters Score -1505987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1505989.625000 Penalty: 3295.698975
	Iteration 40F: 3 clusters Score -1505990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1505990.625000 Penalty: 3295.698975
	Iteration 41Q: 3 clusters Score -1505991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1505987.250000 Penalty: 3295.698975
	Iteration 42Q: 3 clusters Score -1505987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1505986.750000 Penalty: 3295.698975
	Iteration 43Q: 3 clusters Score -1505987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1505989.750000 Penalty: 3295.698975
	Iteration 44Q: 3 clusters Score -1505990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1505990.250000 Penalty: 3295.698975
	Iteration 45Q: 3 clusters Score -1505990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1505990.500000 Penalty: 3295.698975
	Iteration 46Q: 3 clusters Score -1505990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1505989.500000 Penalty: 3295.698975
	Iteration 47Q: 3 clusters Score -1505990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1505989.500000 Penalty: 3295.698975
	Iteration 48F: 3 clusters Score -1505990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -768306.750000 Penalty: 1539.464355
	Iteration 0F: 2 clusters Score -768306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -759171.562500 Penalty: 3078.928711
	Iteration 0F: 3 clusters Score -759171.6 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -762461.437500 Penalty: 3078.928711
	Iteration 1F: 3 clusters Score -762461.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -762937.500000 Penalty: 3078.928711
	Iteration 2F: 3 clusters Score -762937.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -763450.500000 Penalty: 3078.928711
	Iteration 3F: 3 clusters Score -763450.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -763975.375000 Penalty: 3078.928711
	Iteration 4F: 3 clusters Score -763975.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -764517.875000 Penalty: 3078.928711
	Iteration 5F: 3 clusters Score -764517.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -765028.250000 Penalty: 3078.928711
	Iteration 6F: 3 clusters Score -765028.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -765491.437500 Penalty: 3078.928711
	Iteration 7F: 3 clusters Score -765491.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -765846.250000 Penalty: 3078.928711
	Iteration 8Q: 3 clusters Score -765846.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -766116.500000 Penalty: 3078.928711
	Iteration 9Q: 3 clusters Score -766116.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -766337.125000 Penalty: 3078.928711
	Iteration 10Q: 3 clusters Score -766337.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -766460.562500 Penalty: 3078.928711
	Iteration 11Q: 3 clusters Score -766460.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -766527.000000 Penalty: 3078.928711
	Iteration 12Q: 3 clusters Score -766527 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -766574.062500 Penalty: 3078.928711
	Iteration 13Q: 3 clusters Score -766574.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -766618.312500 Penalty: 3078.928711
	Iteration 14Q: 3 clusters Score -766618.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -766668.375000 Penalty: 3078.928711
	Iteration 15Q: 3 clusters Score -766668.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -766708.250000 Penalty: 3078.928711
	Iteration 16Q: 3 clusters Score -766708.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -766734.062500 Penalty: 3078.928711
	Iteration 17Q: 3 clusters Score -766734.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -766757.812500 Penalty: 3078.928711
	Iteration 18Q: 3 clusters Score -766757.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -766778.187500 Penalty: 3078.928711
	Iteration 19Q: 3 clusters Score -766778.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -766799.375000 Penalty: 3078.928711
	Iteration 20F: 3 clusters Score -766799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -766811.187500 Penalty: 3078.928711
	Iteration 21Q: 3 clusters Score -766811.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -766822.625000 Penalty: 3078.928711
	Iteration 22Q: 3 clusters Score -766822.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -766833.500000 Penalty: 3078.928711
	Iteration 23Q: 3 clusters Score -766833.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -766845.000000 Penalty: 3078.928711
	Iteration 24Q: 3 clusters Score -766845 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -766856.562500 Penalty: 3078.928711
	Iteration 25Q: 3 clusters Score -766856.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -766863.687500 Penalty: 3078.928711
	Iteration 26Q: 3 clusters Score -766863.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -766870.687500 Penalty: 3078.928711
	Iteration 27Q: 3 clusters Score -766870.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -766875.250000 Penalty: 3078.928711
	Iteration 28Q: 3 clusters Score -766875.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -766880.312500 Penalty: 3078.928711
	Iteration 29Q: 3 clusters Score -766880.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -766887.812500 Penalty: 3078.928711
	Iteration 30Q: 3 clusters Score -766887.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -766891.937500 Penalty: 3078.928711
	Iteration 31Q: 3 clusters Score -766891.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -766894.125000 Penalty: 3078.928711
	Iteration 32Q: 3 clusters Score -766894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -766896.625000 Penalty: 3078.928711
	Iteration 33Q: 3 clusters Score -766896.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -766899.187500 Penalty: 3078.928711
	Iteration 34Q: 3 clusters Score -766899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -766895.812500 Penalty: 3078.928711
	Iteration 35Q: 3 clusters Score -766895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -766899.937500 Penalty: 3078.928711
	Iteration 36Q: 3 clusters Score -766899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -766900.062500 Penalty: 3078.928711
	Iteration 37Q: 3 clusters Score -766900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -766899.625000 Penalty: 3078.928711
	Iteration 38Q: 3 clusters Score -766899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -766901.125000 Penalty: 3078.928711
	Iteration 39Q: 3 clusters Score -766901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -766900.375000 Penalty: 3078.928711
	Iteration 40F: 3 clusters Score -766900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -766900.250000 Penalty: 3078.928711
	Iteration 41Q: 3 clusters Score -766900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -766900.250000 Penalty: 3078.928711
	Iteration 42F: 3 clusters Score -766900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -136025.359375 Penalty: 1299.018066
	Iteration 0F: 2 clusters Score -136025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -133347.312500 Penalty: 2598.036133
	Iteration 0F: 3 clusters Score -133347.3 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -134190.625000 Penalty: 2598.036133
	Iteration 1F: 3 clusters Score -134190.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -134518.703125 Penalty: 2598.036133
	Iteration 2F: 3 clusters Score -134518.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -134893.031250 Penalty: 2598.036133
	Iteration 3F: 3 clusters Score -134893 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -135157.765625 Penalty: 2598.036133
	Iteration 4F: 3 clusters Score -135157.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -135365.453125 Penalty: 2598.036133
	Iteration 5F: 3 clusters Score -135365.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -135470.609375 Penalty: 2598.036133
	Iteration 6Q: 3 clusters Score -135470.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -135546.203125 Penalty: 2598.036133
	Iteration 7Q: 3 clusters Score -135546.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -135613.078125 Penalty: 2598.036133
	Iteration 8Q: 3 clusters Score -135613.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -135668.328125 Penalty: 2598.036133
	Iteration 9Q: 3 clusters Score -135668.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -135723.156250 Penalty: 2598.036133
	Iteration 10Q: 3 clusters Score -135723.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -135782.500000 Penalty: 2598.036133
	Iteration 11Q: 3 clusters Score -135782.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -135821.515625 Penalty: 2598.036133
	Iteration 12Q: 3 clusters Score -135821.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -135845.843750 Penalty: 2598.036133
	Iteration 13Q: 3 clusters Score -135845.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -135871.062500 Penalty: 2598.036133
	Iteration 14Q: 3 clusters Score -135871.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -135892.031250 Penalty: 2598.036133
	Iteration 15Q: 3 clusters Score -135892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -135906.953125 Penalty: 2598.036133
	Iteration 16Q: 3 clusters Score -135907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -135917.578125 Penalty: 2598.036133
	Iteration 17Q: 3 clusters Score -135917.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -135931.218750 Penalty: 2598.036133
	Iteration 18Q: 3 clusters Score -135931.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -135945.328125 Penalty: 2598.036133
	Iteration 19Q: 3 clusters Score -135945.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -135954.312500 Penalty: 2598.036133
	Iteration 20F: 3 clusters Score -135954.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -135962.546875 Penalty: 2598.036133
	Iteration 21Q: 3 clusters Score -135962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -135967.218750 Penalty: 2598.036133
	Iteration 22Q: 3 clusters Score -135967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -135974.937500 Penalty: 2598.036133
	Iteration 23Q: 3 clusters Score -135974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -135983.453125 Penalty: 2598.036133
	Iteration 24Q: 3 clusters Score -135983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -135992.109375 Penalty: 2598.036133
	Iteration 25Q: 3 clusters Score -135992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -135995.531250 Penalty: 2598.036133
	Iteration 26Q: 3 clusters Score -135995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -135996.937500 Penalty: 2598.036133
	Iteration 27Q: 3 clusters Score -135996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -135997.046875 Penalty: 2598.036133
	Iteration 28Q: 3 clusters Score -135997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -135997.046875 Penalty: 2598.036133
	Iteration 29F: 3 clusters Score -135997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -60655.664062 Penalty: 1144.513550
	Iteration 0F: 2 clusters Score -60655.66 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 579 members 
Entering Unmasked Estep 
Score: -59094.976562 Penalty: 2289.027100
	Iteration 0F: 3 clusters Score -59094.98 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -59492.425781 Penalty: 2289.027100
	Iteration 1F: 3 clusters Score -59492.43 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -59594.394531 Penalty: 2289.027100
	Iteration 2F: 3 clusters Score -59594.39 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59660.769531 Penalty: 2289.027100
	Iteration 3F: 3 clusters Score -59660.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59700.859375 Penalty: 2289.027100
	Iteration 4Q: 3 clusters Score -59700.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -59732.488281 Penalty: 2289.027100
	Iteration 5Q: 3 clusters Score -59732.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -59753.136719 Penalty: 2289.027100
	Iteration 6Q: 3 clusters Score -59753.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -59764.425781 Penalty: 2289.027100
	Iteration 7Q: 3 clusters Score -59764.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59770.347656 Penalty: 2289.027100
	Iteration 8Q: 3 clusters Score -59770.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -59774.636719 Penalty: 2289.027100
	Iteration 9Q: 3 clusters Score -59774.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -59778.894531 Penalty: 2289.027100
	Iteration 10Q: 3 clusters Score -59778.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -59783.773438 Penalty: 2289.027100
	Iteration 11Q: 3 clusters Score -59783.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -59787.273438 Penalty: 2289.027100
	Iteration 12Q: 3 clusters Score -59787.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -59794.777344 Penalty: 2289.027100
	Iteration 13Q: 3 clusters Score -59794.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -59808.121094 Penalty: 2289.027100
	Iteration 14Q: 3 clusters Score -59808.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -59814.855469 Penalty: 2289.027100
	Iteration 15Q: 3 clusters Score -59814.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59826.867188 Penalty: 2289.027100
	Iteration 16Q: 3 clusters Score -59826.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59833.343750 Penalty: 2289.027100
	Iteration 17Q: 3 clusters Score -59833.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -59843.687500 Penalty: 2289.027100
	Iteration 18Q: 3 clusters Score -59843.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59854.332031 Penalty: 2289.027100
	Iteration 19Q: 3 clusters Score -59854.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -59861.507812 Penalty: 2289.027100
	Iteration 20F: 3 clusters Score -59861.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59867.707031 Penalty: 2289.027100
	Iteration 21Q: 3 clusters Score -59867.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -59869.253906 Penalty: 2289.027100
	Iteration 22Q: 3 clusters Score -59869.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -59873.183594 Penalty: 2289.027100
	Iteration 23Q: 3 clusters Score -59873.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -59878.500000 Penalty: 2289.027100
	Iteration 24Q: 3 clusters Score -59878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59882.476562 Penalty: 2289.027100
	Iteration 25Q: 3 clusters Score -59882.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59886.585938 Penalty: 2289.027100
	Iteration 26Q: 3 clusters Score -59886.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59892.472656 Penalty: 2289.027100
	Iteration 27Q: 3 clusters Score -59892.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -59894.410156 Penalty: 2289.027100
	Iteration 28Q: 3 clusters Score -59894.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59895.417969 Penalty: 2289.027100
	Iteration 29Q: 3 clusters Score -59895.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59895.417969 Penalty: 2289.027100
	Iteration 30F: 3 clusters Score -59895.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -31238.064453 Penalty: 1055.234985
	Iteration 0F: 2 clusters Score -31238.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30143.689453 Penalty: 2110.469971
	Iteration 0F: 3 clusters Score -30143.69 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30605.558594 Penalty: 2110.469971
	Iteration 1F: 3 clusters Score -30605.56 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -30847.691406 Penalty: 2110.469971
	Iteration 2F: 3 clusters Score -30847.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -31054.083984 Penalty: 2110.469971
	Iteration 3F: 3 clusters Score -31054.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -31159.851562 Penalty: 2110.469971
	Iteration 4F: 3 clusters Score -31159.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31231.556641 Penalty: 2110.469971
	Iteration 5Q: 3 clusters Score -31231.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31335.380859 Penalty: 2110.469971
	Iteration 6Q: 3 clusters Score -31335.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -31493.923828 Penalty: 2110.469971
	Iteration 7Q: 3 clusters Score -31493.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -31672.044922 Penalty: 2110.469971
	Iteration 8Q: 3 clusters Score -31672.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31810.693359 Penalty: 2110.469971
	Iteration 9Q: 3 clusters Score -31810.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31839.279297 Penalty: 2110.469971
	Iteration 10Q: 3 clusters Score -31839.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31878.082031 Penalty: 2110.469971
	Iteration 11Q: 3 clusters Score -31878.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31934.876953 Penalty: 2110.469971
	Iteration 12Q: 3 clusters Score -31934.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -31997.748047 Penalty: 2110.469971
	Iteration 13Q: 3 clusters Score -31997.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32033.107422 Penalty: 2110.469971
	Iteration 14Q: 3 clusters Score -32033.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32043.550781 Penalty: 2110.469971
	Iteration 15Q: 3 clusters Score -32043.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -32043.550781 Penalty: 2110.469971
	Iteration 16F: 3 clusters Score -32043.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 8875 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 440 members 
Entering Unmasked Estep 
Score: -12690193.000000 Penalty: 72321.648438
Splitting cluster 13 changes total score from -12689064.000000 to -12690193.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -287601.906250 Penalty: 1390.978882
	Iteration 0F: 2 clusters Score -287601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -283518.906250 Penalty: 2781.957764
	Iteration 0F: 3 clusters Score -283518.9 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -284755.843750 Penalty: 2781.957764
	Iteration 1F: 3 clusters Score -284755.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -285000.656250 Penalty: 2781.957764
	Iteration 2F: 3 clusters Score -285000.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -285189.875000 Penalty: 2781.957764
	Iteration 3F: 3 clusters Score -285189.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -285375.593750 Penalty: 2781.957764
	Iteration 4F: 3 clusters Score -285375.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -285557.312500 Penalty: 2781.957764
	Iteration 5F: 3 clusters Score -285557.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -285779.468750 Penalty: 2781.957764
	Iteration 6F: 3 clusters Score -285779.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -286007.062500 Penalty: 2781.957764
	Iteration 7F: 3 clusters Score -286007.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -286240.031250 Penalty: 2781.957764
	Iteration 8Q: 3 clusters Score -286240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -286435.781250 Penalty: 2781.957764
	Iteration 9Q: 3 clusters Score -286435.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -286554.250000 Penalty: 2781.957764
	Iteration 10Q: 3 clusters Score -286554.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -286608.875000 Penalty: 2781.957764
	Iteration 11Q: 3 clusters Score -286608.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -286637.000000 Penalty: 2781.957764
	Iteration 12Q: 3 clusters Score -286637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -286659.156250 Penalty: 2781.957764
	Iteration 13Q: 3 clusters Score -286659.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -286674.218750 Penalty: 2781.957764
	Iteration 14Q: 3 clusters Score -286674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -286685.250000 Penalty: 2781.957764
	Iteration 15Q: 3 clusters Score -286685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -286691.343750 Penalty: 2781.957764
	Iteration 16Q: 3 clusters Score -286691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -286692.593750 Penalty: 2781.957764
	Iteration 17Q: 3 clusters Score -286692.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -286697.093750 Penalty: 2781.957764
	Iteration 18Q: 3 clusters Score -286697.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -286700.781250 Penalty: 2781.957764
	Iteration 19Q: 3 clusters Score -286700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -286704.062500 Penalty: 2781.957764
	Iteration 20F: 3 clusters Score -286704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -286714.406250 Penalty: 2781.957764
	Iteration 21Q: 3 clusters Score -286714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -286725.218750 Penalty: 2781.957764
	Iteration 22Q: 3 clusters Score -286725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -286751.562500 Penalty: 2781.957764
	Iteration 23Q: 3 clusters Score -286751.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -286780.406250 Penalty: 2781.957764
	Iteration 24Q: 3 clusters Score -286780.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -286820.843750 Penalty: 2781.957764
	Iteration 25Q: 3 clusters Score -286820.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -286834.250000 Penalty: 2781.957764
	Iteration 26Q: 3 clusters Score -286834.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -286844.718750 Penalty: 2781.957764
	Iteration 27Q: 3 clusters Score -286844.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -286850.937500 Penalty: 2781.957764
	Iteration 28Q: 3 clusters Score -286850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -286854.500000 Penalty: 2781.957764
	Iteration 29Q: 3 clusters Score -286854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -286854.718750 Penalty: 2781.957764
	Iteration 30Q: 3 clusters Score -286854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -286856.406250 Penalty: 2781.957764
	Iteration 31Q: 3 clusters Score -286856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -286856.406250 Penalty: 2781.957764
	Iteration 32Q: 3 clusters Score -286856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -286856.906250 Penalty: 2781.957764
	Iteration 33Q: 3 clusters Score -286856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -286858.625000 Penalty: 2781.957764
	Iteration 34Q: 3 clusters Score -286858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -286860.000000 Penalty: 2781.957764
	Iteration 35Q: 3 clusters Score -286860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -286861.187500 Penalty: 2781.957764
	Iteration 36Q: 3 clusters Score -286861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -286861.562500 Penalty: 2781.957764
	Iteration 37Q: 3 clusters Score -286861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -286865.781250 Penalty: 2781.957764
	Iteration 38Q: 3 clusters Score -286865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -286866.906250 Penalty: 2781.957764
	Iteration 39Q: 3 clusters Score -286866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -286866.906250 Penalty: 2781.957764
	Iteration 40F: 3 clusters Score -286866.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -226335.484375 Penalty: 1350.322510
	Iteration 0F: 2 clusters Score -226335.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -222984.812500 Penalty: 2700.645020
	Iteration 0F: 3 clusters Score -222984.8 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -224105.859375 Penalty: 2700.645020
	Iteration 1F: 3 clusters Score -224105.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -224647.062500 Penalty: 2700.645020
	Iteration 2F: 3 clusters Score -224647.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -225112.156250 Penalty: 2700.645020
	Iteration 3F: 3 clusters Score -225112.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -225439.359375 Penalty: 2700.645020
	Iteration 4F: 3 clusters Score -225439.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -225648.984375 Penalty: 2700.645020
	Iteration 5F: 3 clusters Score -225649 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -225765.968750 Penalty: 2700.645020
	Iteration 6Q: 3 clusters Score -225766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -225840.921875 Penalty: 2700.645020
	Iteration 7Q: 3 clusters Score -225840.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -225881.265625 Penalty: 2700.645020
	Iteration 8Q: 3 clusters Score -225881.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225905.265625 Penalty: 2700.645020
	Iteration 9Q: 3 clusters Score -225905.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -225920.015625 Penalty: 2700.645020
	Iteration 10Q: 3 clusters Score -225920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -225928.281250 Penalty: 2700.645020
	Iteration 11Q: 3 clusters Score -225928.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225932.546875 Penalty: 2700.645020
	Iteration 12Q: 3 clusters Score -225932.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -225935.921875 Penalty: 2700.645020
	Iteration 13Q: 3 clusters Score -225935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -225936.593750 Penalty: 2700.645020
	Iteration 14Q: 3 clusters Score -225936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -225937.203125 Penalty: 2700.645020
	Iteration 15Q: 3 clusters Score -225937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -225938.109375 Penalty: 2700.645020
	Iteration 16Q: 3 clusters Score -225938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -225938.328125 Penalty: 2700.645020
	Iteration 17Q: 3 clusters Score -225938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -225938.765625 Penalty: 2700.645020
	Iteration 18Q: 3 clusters Score -225938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -225939.296875 Penalty: 2700.645020
	Iteration 19Q: 3 clusters Score -225939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -225939.296875 Penalty: 2700.645020
	Iteration 20F: 3 clusters Score -225939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -82363.460938 Penalty: 1187.311401
	Iteration 0F: 2 clusters Score -82363.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -80611.429688 Penalty: 2374.622803
	Iteration 0F: 3 clusters Score -80611.43 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -80993.835938 Penalty: 2374.622803
	Iteration 1F: 3 clusters Score -80993.84 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -81103.531250 Penalty: 2374.622803
	Iteration 2F: 3 clusters Score -81103.53 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -81209.437500 Penalty: 2374.622803
	Iteration 3F: 3 clusters Score -81209.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -81281.507812 Penalty: 2374.622803
	Iteration 4Q: 3 clusters Score -81281.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -81332.000000 Penalty: 2374.622803
	Iteration 5Q: 3 clusters Score -81332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -81394.179688 Penalty: 2374.622803
	Iteration 6Q: 3 clusters Score -81394.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -81459.718750 Penalty: 2374.622803
	Iteration 7Q: 3 clusters Score -81459.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81525.828125 Penalty: 2374.622803
	Iteration 8Q: 3 clusters Score -81525.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -81573.718750 Penalty: 2374.622803
	Iteration 9Q: 3 clusters Score -81573.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -81614.429688 Penalty: 2374.622803
	Iteration 10Q: 3 clusters Score -81614.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -81658.750000 Penalty: 2374.622803
	Iteration 11Q: 3 clusters Score -81658.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -81703.601562 Penalty: 2374.622803
	Iteration 12Q: 3 clusters Score -81703.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -81758.437500 Penalty: 2374.622803
	Iteration 13Q: 3 clusters Score -81758.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -81812.671875 Penalty: 2374.622803
	Iteration 14Q: 3 clusters Score -81812.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -81844.843750 Penalty: 2374.622803
	Iteration 15Q: 3 clusters Score -81844.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -81872.117188 Penalty: 2374.622803
	Iteration 16Q: 3 clusters Score -81872.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -81885.195312 Penalty: 2374.622803
	Iteration 17Q: 3 clusters Score -81885.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -81897.484375 Penalty: 2374.622803
	Iteration 18Q: 3 clusters Score -81897.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -81904.156250 Penalty: 2374.622803
	Iteration 19Q: 3 clusters Score -81904.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -81916.187500 Penalty: 2374.622803
	Iteration 20F: 3 clusters Score -81916.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -81922.789062 Penalty: 2374.622803
	Iteration 21Q: 3 clusters Score -81922.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -81923.687500 Penalty: 2374.622803
	Iteration 22Q: 3 clusters Score -81923.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -81924.320312 Penalty: 2374.622803
	Iteration 23Q: 3 clusters Score -81924.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -81925.414062 Penalty: 2374.622803
	Iteration 24Q: 3 clusters Score -81925.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -81925.617188 Penalty: 2374.622803
	Iteration 25Q: 3 clusters Score -81925.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -81925.617188 Penalty: 2374.622803
	Iteration 26F: 3 clusters Score -81925.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -70633.648438 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -70633.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69058.000000 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -69058 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -69367.609375 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -69367.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69498.281250 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -69498.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69589.812500 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -69589.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69649.078125 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -69649.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69688.718750 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -69688.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69725.320312 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -69725.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69760.570312 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -69760.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69780.398438 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -69780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69792.546875 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -69792.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69803.679688 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -69803.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69807.445312 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -69807.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69808.601562 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -69808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69808.601562 Penalty: 2312.035645
	Iteration 13F: 3 clusters Score -69808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -236310.781250 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -236310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -232745.031250 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -232745 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -233865.515625 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -233865.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -234232.359375 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -234232.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -234603.484375 Penalty: 2720.352539
	Iteration 3F: 3 clusters Score -234603.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -234971.671875 Penalty: 2720.352539
	Iteration 4F: 3 clusters Score -234971.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -235363.796875 Penalty: 2720.352539
	Iteration 5F: 3 clusters Score -235363.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -235684.281250 Penalty: 2720.352539
	Iteration 6F: 3 clusters Score -235684.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -235836.625000 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -235836.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -235913.046875 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -235913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -235956.437500 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -235956.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -235976.765625 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -235976.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -235993.734375 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -235993.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -236004.859375 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -236004.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -236021.062500 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -236021.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -236036.484375 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -236036.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -236053.468750 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -236053.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -236066.515625 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -236066.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -236074.078125 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -236074.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -236079.765625 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -236079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -236083.531250 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -236083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -236085.078125 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -236085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -236085.906250 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -236085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -236088.062500 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -236088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -236089.062500 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -236089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -236090.406250 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -236090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -236091.703125 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -236091.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -236095.015625 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -236095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -236099.500000 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -236099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -236105.390625 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -236105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -236111.281250 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -236111.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -236116.875000 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -236116.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -236121.671875 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -236121.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -236127.812500 Penalty: 2720.352539
	Iteration 32Q: 3 clusters Score -236127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -236132.875000 Penalty: 2720.352539
	Iteration 33Q: 3 clusters Score -236132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -236136.750000 Penalty: 2720.352539
	Iteration 34Q: 3 clusters Score -236136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -236140.296875 Penalty: 2720.352539
	Iteration 35Q: 3 clusters Score -236140.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -236144.640625 Penalty: 2720.352539
	Iteration 36Q: 3 clusters Score -236144.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -236151.593750 Penalty: 2720.352539
	Iteration 37Q: 3 clusters Score -236151.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -236161.093750 Penalty: 2720.352539
	Iteration 38Q: 3 clusters Score -236161.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -236176.171875 Penalty: 2720.352539
	Iteration 39Q: 3 clusters Score -236176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -236189.796875 Penalty: 2720.352539
	Iteration 40F: 3 clusters Score -236189.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -236206.750000 Penalty: 2720.352539
	Iteration 41Q: 3 clusters Score -236206.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -236219.281250 Penalty: 2720.352539
	Iteration 42Q: 3 clusters Score -236219.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -236227.265625 Penalty: 2720.352539
	Iteration 43Q: 3 clusters Score -236227.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -236232.562500 Penalty: 2720.352539
	Iteration 44Q: 3 clusters Score -236232.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -236236.953125 Penalty: 2720.352539
	Iteration 45Q: 3 clusters Score -236237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -236244.968750 Penalty: 2720.352539
	Iteration 46Q: 3 clusters Score -236245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -236256.546875 Penalty: 2720.352539
	Iteration 47Q: 3 clusters Score -236256.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -236266.156250 Penalty: 2720.352539
	Iteration 48Q: 3 clusters Score -236266.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -236273.515625 Penalty: 2720.352539
	Iteration 49Q: 3 clusters Score -236273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -236279.609375 Penalty: 2720.352539
	Iteration 50Q: 3 clusters Score -236279.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -236284.578125 Penalty: 2720.352539
	Iteration 51Q: 3 clusters Score -236284.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -236290.359375 Penalty: 2720.352539
	Iteration 52Q: 3 clusters Score -236290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -236292.796875 Penalty: 2720.352539
	Iteration 53Q: 3 clusters Score -236292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -236293.156250 Penalty: 2720.352539
	Iteration 54Q: 3 clusters Score -236293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -236293.796875 Penalty: 2720.352539
	Iteration 55Q: 3 clusters Score -236293.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -236295.203125 Penalty: 2720.352539
	Iteration 56Q: 3 clusters Score -236295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -236295.765625 Penalty: 2720.352539
	Iteration 57Q: 3 clusters Score -236295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -236295.921875 Penalty: 2720.352539
	Iteration 58Q: 3 clusters Score -236295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -236295.921875 Penalty: 2720.352539
	Iteration 59F: 3 clusters Score -236295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Entering Unmasked Estep 
Score: -145568.703125 Penalty: 1287.955566
	Iteration 0F: 2 clusters Score -145568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -142986.515625 Penalty: 2575.911133
	Iteration 0F: 3 clusters Score -142986.5 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -143658.671875 Penalty: 2575.911133
	Iteration 1F: 3 clusters Score -143658.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -143920.656250 Penalty: 2575.911133
	Iteration 2F: 3 clusters Score -143920.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -144247.015625 Penalty: 2575.911133
	Iteration 3F: 3 clusters Score -144247 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -144534.843750 Penalty: 2575.911133
	Iteration 4F: 3 clusters Score -144534.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -144790.437500 Penalty: 2575.911133
	Iteration 5F: 3 clusters Score -144790.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -144983.062500 Penalty: 2575.911133
	Iteration 6F: 3 clusters Score -144983.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -145074.953125 Penalty: 2575.911133
	Iteration 7Q: 3 clusters Score -145075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -145124.375000 Penalty: 2575.911133
	Iteration 8Q: 3 clusters Score -145124.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -145170.515625 Penalty: 2575.911133
	Iteration 9Q: 3 clusters Score -145170.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -145204.218750 Penalty: 2575.911133
	Iteration 10Q: 3 clusters Score -145204.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -145229.203125 Penalty: 2575.911133
	Iteration 11Q: 3 clusters Score -145229.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -145246.359375 Penalty: 2575.911133
	Iteration 12Q: 3 clusters Score -145246.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -145257.187500 Penalty: 2575.911133
	Iteration 13Q: 3 clusters Score -145257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -145266.562500 Penalty: 2575.911133
	Iteration 14Q: 3 clusters Score -145266.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -145273.375000 Penalty: 2575.911133
	Iteration 15Q: 3 clusters Score -145273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -145275.609375 Penalty: 2575.911133
	Iteration 16Q: 3 clusters Score -145275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -145276.687500 Penalty: 2575.911133
	Iteration 17Q: 3 clusters Score -145276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -145277.421875 Penalty: 2575.911133
	Iteration 18Q: 3 clusters Score -145277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -145278.531250 Penalty: 2575.911133
	Iteration 19Q: 3 clusters Score -145278.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -145279.796875 Penalty: 2575.911133
	Iteration 20F: 3 clusters Score -145279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -145281.265625 Penalty: 2575.911133
	Iteration 21Q: 3 clusters Score -145281.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -145283.781250 Penalty: 2575.911133
	Iteration 22Q: 3 clusters Score -145283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -145287.031250 Penalty: 2575.911133
	Iteration 23Q: 3 clusters Score -145287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -145288.984375 Penalty: 2575.911133
	Iteration 24Q: 3 clusters Score -145289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -145289.578125 Penalty: 2575.911133
	Iteration 25Q: 3 clusters Score -145289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -145290.265625 Penalty: 2575.911133
	Iteration 26Q: 3 clusters Score -145290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -145292.359375 Penalty: 2575.911133
	Iteration 27Q: 3 clusters Score -145292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -145295.656250 Penalty: 2575.911133
	Iteration 28Q: 3 clusters Score -145295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -145299.234375 Penalty: 2575.911133
	Iteration 29Q: 3 clusters Score -145299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -145301.046875 Penalty: 2575.911133
	Iteration 30Q: 3 clusters Score -145301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -145301.578125 Penalty: 2575.911133
	Iteration 31Q: 3 clusters Score -145301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -145302.093750 Penalty: 2575.911133
	Iteration 32Q: 3 clusters Score -145302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -145302.093750 Penalty: 2575.911133
	Iteration 33F: 3 clusters Score -145302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Entering Unmasked Estep 
Score: -1092167.875000 Penalty: 1598.629761
	Iteration 0F: 2 clusters Score -1092168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1079362.125000 Penalty: 3197.259521
	Iteration 0F: 3 clusters Score -1079362 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1084043.250000 Penalty: 3197.259521
	Iteration 1F: 3 clusters Score -1084043 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1084412.125000 Penalty: 3197.259521
	Iteration 2F: 3 clusters Score -1084412 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1084800.750000 Penalty: 3197.259521
	Iteration 3Q: 3 clusters Score -1084801 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1085294.000000 Penalty: 3197.259521
	Iteration 4Q: 3 clusters Score -1085294 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1085998.500000 Penalty: 3197.259521
	Iteration 5F: 3 clusters Score -1085998 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1086895.125000 Penalty: 3197.259521
	Iteration 6F: 3 clusters Score -1086895 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1087764.750000 Penalty: 3197.259521
	Iteration 7F: 3 clusters Score -1087765 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1088499.875000 Penalty: 3197.259521
	Iteration 8F: 3 clusters Score -1088500 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1088963.375000 Penalty: 3197.259521
	Iteration 9F: 3 clusters Score -1088963 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1089201.125000 Penalty: 3197.259521
	Iteration 10Q: 3 clusters Score -1089201 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1089323.375000 Penalty: 3197.259521
	Iteration 11Q: 3 clusters Score -1089323 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1089385.625000 Penalty: 3197.259521
	Iteration 12Q: 3 clusters Score -1089386 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1089423.000000 Penalty: 3197.259521
	Iteration 13Q: 3 clusters Score -1089423 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1089443.125000 Penalty: 3197.259521
	Iteration 14Q: 3 clusters Score -1089443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1089461.000000 Penalty: 3197.259521
	Iteration 15Q: 3 clusters Score -1089461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1089472.375000 Penalty: 3197.259521
	Iteration 16Q: 3 clusters Score -1089472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1089480.750000 Penalty: 3197.259521
	Iteration 17Q: 3 clusters Score -1089481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1089495.750000 Penalty: 3197.259521
	Iteration 18Q: 3 clusters Score -1089496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1089503.375000 Penalty: 3197.259521
	Iteration 19Q: 3 clusters Score -1089503 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1089516.250000 Penalty: 3197.259521
	Iteration 20F: 3 clusters Score -1089516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1089523.625000 Penalty: 3197.259521
	Iteration 21Q: 3 clusters Score -1089524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1089536.375000 Penalty: 3197.259521
	Iteration 22Q: 3 clusters Score -1089536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1089549.875000 Penalty: 3197.259521
	Iteration 23Q: 3 clusters Score -1089550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1089570.875000 Penalty: 3197.259521
	Iteration 24Q: 3 clusters Score -1089571 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1089587.875000 Penalty: 3197.259521
	Iteration 25Q: 3 clusters Score -1089588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1089610.875000 Penalty: 3197.259521
	Iteration 26Q: 3 clusters Score -1089611 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1089638.125000 Penalty: 3197.259521
	Iteration 27Q: 3 clusters Score -1089638 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1089662.125000 Penalty: 3197.259521
	Iteration 28Q: 3 clusters Score -1089662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1089685.500000 Penalty: 3197.259521
	Iteration 29Q: 3 clusters Score -1089686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1089706.250000 Penalty: 3197.259521
	Iteration 30Q: 3 clusters Score -1089706 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1089729.250000 Penalty: 3197.259521
	Iteration 31Q: 3 clusters Score -1089729 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1089766.625000 Penalty: 3197.259521
	Iteration 32Q: 3 clusters Score -1089767 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1089809.000000 Penalty: 3197.259521
	Iteration 33Q: 3 clusters Score -1089809 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1089852.375000 Penalty: 3197.259521
	Iteration 34Q: 3 clusters Score -1089852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1089899.250000 Penalty: 3197.259521
	Iteration 35Q: 3 clusters Score -1089899 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1089950.000000 Penalty: 3197.259521
	Iteration 36Q: 3 clusters Score -1089950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1089997.750000 Penalty: 3197.259521
	Iteration 37Q: 3 clusters Score -1089998 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1090052.000000 Penalty: 3197.259521
	Iteration 38Q: 3 clusters Score -1090052 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1090098.375000 Penalty: 3197.259521
	Iteration 39Q: 3 clusters Score -1090098 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1090162.375000 Penalty: 3197.259521
	Iteration 40F: 3 clusters Score -1090162 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1090224.500000 Penalty: 3197.259521
	Iteration 41Q: 3 clusters Score -1090224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1090283.375000 Penalty: 3197.259521
	Iteration 42Q: 3 clusters Score -1090283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1090346.375000 Penalty: 3197.259521
	Iteration 43Q: 3 clusters Score -1090346 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1090401.500000 Penalty: 3197.259521
	Iteration 44Q: 3 clusters Score -1090402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1090458.625000 Penalty: 3197.259521
	Iteration 45Q: 3 clusters Score -1090459 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1090501.875000 Penalty: 3197.259521
	Iteration 46Q: 3 clusters Score -1090502 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1090536.750000 Penalty: 3197.259521
	Iteration 47Q: 3 clusters Score -1090537 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1090569.750000 Penalty: 3197.259521
	Iteration 48Q: 3 clusters Score -1090570 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1090603.125000 Penalty: 3197.259521
	Iteration 49Q: 3 clusters Score -1090603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1090625.375000 Penalty: 3197.259521
	Iteration 50Q: 3 clusters Score -1090625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1090644.500000 Penalty: 3197.259521
	Iteration 51Q: 3 clusters Score -1090644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1090662.250000 Penalty: 3197.259521
	Iteration 52Q: 3 clusters Score -1090662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1090688.625000 Penalty: 3197.259521
	Iteration 53Q: 3 clusters Score -1090689 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1090706.000000 Penalty: 3197.259521
	Iteration 54Q: 3 clusters Score -1090706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1090719.500000 Penalty: 3197.259521
	Iteration 55Q: 3 clusters Score -1090720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1090732.500000 Penalty: 3197.259521
	Iteration 56Q: 3 clusters Score -1090732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1090747.000000 Penalty: 3197.259521
	Iteration 57Q: 3 clusters Score -1090747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1090761.500000 Penalty: 3197.259521
	Iteration 58Q: 3 clusters Score -1090762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1090774.500000 Penalty: 3197.259521
	Iteration 59Q: 3 clusters Score -1090774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1090789.375000 Penalty: 3197.259521
	Iteration 60F: 3 clusters Score -1090789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1090804.375000 Penalty: 3197.259521
	Iteration 61Q: 3 clusters Score -1090804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1090817.125000 Penalty: 3197.259521
	Iteration 62Q: 3 clusters Score -1090817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1090831.375000 Penalty: 3197.259521
	Iteration 63Q: 3 clusters Score -1090831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1090843.250000 Penalty: 3197.259521
	Iteration 64Q: 3 clusters Score -1090843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1090853.125000 Penalty: 3197.259521
	Iteration 65Q: 3 clusters Score -1090853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1090861.500000 Penalty: 3197.259521
	Iteration 66Q: 3 clusters Score -1090862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1090872.125000 Penalty: 3197.259521
	Iteration 67Q: 3 clusters Score -1090872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1090876.000000 Penalty: 3197.259521
	Iteration 68Q: 3 clusters Score -1090876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1090880.875000 Penalty: 3197.259521
	Iteration 69Q: 3 clusters Score -1090881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1090881.625000 Penalty: 3197.259521
	Iteration 70Q: 3 clusters Score -1090882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1090889.625000 Penalty: 3197.259521
	Iteration 71Q: 3 clusters Score -1090890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1090895.750000 Penalty: 3197.259521
	Iteration 72Q: 3 clusters Score -1090896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1090904.500000 Penalty: 3197.259521
	Iteration 73Q: 3 clusters Score -1090904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1090908.000000 Penalty: 3197.259521
	Iteration 74Q: 3 clusters Score -1090908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1090911.000000 Penalty: 3197.259521
	Iteration 75Q: 3 clusters Score -1090911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1090916.125000 Penalty: 3197.259521
	Iteration 76Q: 3 clusters Score -1090916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1090918.000000 Penalty: 3197.259521
	Iteration 77Q: 3 clusters Score -1090918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1090924.250000 Penalty: 3197.259521
	Iteration 78Q: 3 clusters Score -1090924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1090925.500000 Penalty: 3197.259521
	Iteration 79Q: 3 clusters Score -1090926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1090930.000000 Penalty: 3197.259521
	Iteration 80F: 3 clusters Score -1090930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1090927.125000 Penalty: 3197.259521
	Iteration 81Q: 3 clusters Score -1090927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1090929.500000 Penalty: 3197.259521
	Iteration 82Q: 3 clusters Score -1090930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1090931.000000 Penalty: 3197.259521
	Iteration 83Q: 3 clusters Score -1090931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1090930.750000 Penalty: 3197.259521
	Iteration 84Q: 3 clusters Score -1090931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1090929.500000 Penalty: 3197.259521
	Iteration 85Q: 3 clusters Score -1090930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1090929.500000 Penalty: 3197.259521
	Iteration 86F: 3 clusters Score -1090930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Entering Unmasked Estep 
Score: -527185.937500 Penalty: 1477.286499
	Iteration 0F: 2 clusters Score -527185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -520721.062500 Penalty: 2954.572998
	Iteration 0F: 3 clusters Score -520721.1 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -523089.500000 Penalty: 2954.572998
	Iteration 1F: 3 clusters Score -523089.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -523766.375000 Penalty: 2954.572998
	Iteration 2F: 3 clusters Score -523766.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -524537.937500 Penalty: 2954.572998
	Iteration 3F: 3 clusters Score -524537.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -525294.375000 Penalty: 2954.572998
	Iteration 4F: 3 clusters Score -525294.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -525848.437500 Penalty: 2954.572998
	Iteration 5F: 3 clusters Score -525848.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -526174.875000 Penalty: 2954.572998
	Iteration 6F: 3 clusters Score -526174.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -526364.437500 Penalty: 2954.572998
	Iteration 7Q: 3 clusters Score -526364.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -526482.250000 Penalty: 2954.572998
	Iteration 8Q: 3 clusters Score -526482.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -526581.187500 Penalty: 2954.572998
	Iteration 9Q: 3 clusters Score -526581.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -526652.625000 Penalty: 2954.572998
	Iteration 10Q: 3 clusters Score -526652.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -526720.750000 Penalty: 2954.572998
	Iteration 11Q: 3 clusters Score -526720.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -526787.625000 Penalty: 2954.572998
	Iteration 12Q: 3 clusters Score -526787.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -526849.250000 Penalty: 2954.572998
	Iteration 13Q: 3 clusters Score -526849.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -526919.937500 Penalty: 2954.572998
	Iteration 14Q: 3 clusters Score -526919.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -527016.437500 Penalty: 2954.572998
	Iteration 15Q: 3 clusters Score -527016.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -527151.625000 Penalty: 2954.572998
	Iteration 16Q: 3 clusters Score -527151.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -527281.375000 Penalty: 2954.572998
	Iteration 17Q: 3 clusters Score -527281.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -527344.875000 Penalty: 2954.572998
	Iteration 18Q: 3 clusters Score -527344.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -527384.687500 Penalty: 2954.572998
	Iteration 19Q: 3 clusters Score -527384.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -527402.000000 Penalty: 2954.572998
	Iteration 20F: 3 clusters Score -527402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -527413.812500 Penalty: 2954.572998
	Iteration 21Q: 3 clusters Score -527413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -527419.812500 Penalty: 2954.572998
	Iteration 22Q: 3 clusters Score -527419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -527421.187500 Penalty: 2954.572998
	Iteration 23Q: 3 clusters Score -527421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -527421.875000 Penalty: 2954.572998
	Iteration 24Q: 3 clusters Score -527421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -527421.750000 Penalty: 2954.572998
	Iteration 25Q: 3 clusters Score -527421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -527421.750000 Penalty: 2954.572998
	Iteration 26F: 3 clusters Score -527421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 3901 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 7793 members 
Entering Unmasked Estep 
Score: -12689837.000000 Penalty: 74330.578125
Splitting cluster 21 changes total score from -12689064.000000 to -12689837.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -482226.093750 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -482226.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -476287.468750 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -476287.5 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -478134.500000 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -478134.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -478335.687500 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -478335.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -478472.343750 Penalty: 2926.317627
	Iteration 3Q: 3 clusters Score -478472.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -478572.781250 Penalty: 2926.317627
	Iteration 4Q: 3 clusters Score -478572.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -478665.156250 Penalty: 2926.317627
	Iteration 5Q: 3 clusters Score -478665.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -478749.406250 Penalty: 2926.317627
	Iteration 6Q: 3 clusters Score -478749.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -478826.218750 Penalty: 2926.317627
	Iteration 7Q: 3 clusters Score -478826.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -478885.281250 Penalty: 2926.317627
	Iteration 8Q: 3 clusters Score -478885.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -478946.250000 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -478946.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -479012.562500 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -479012.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -479087.625000 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -479087.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -479172.593750 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -479172.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -479272.093750 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -479272.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -479400.000000 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -479400 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -479579.562500 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -479579.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -479795.125000 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -479795.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -480026.781250 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -480026.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -480239.906250 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -480239.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -480430.468750 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -480430.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -480590.031250 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -480590 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -480722.406250 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -480722.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -480827.562500 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -480827.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -480883.312500 Penalty: 2926.317627
	Iteration 23Q: 3 clusters Score -480883.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -480918.843750 Penalty: 2926.317627
	Iteration 24Q: 3 clusters Score -480918.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -480945.281250 Penalty: 2926.317627
	Iteration 25Q: 3 clusters Score -480945.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -480965.125000 Penalty: 2926.317627
	Iteration 26Q: 3 clusters Score -480965.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -480978.531250 Penalty: 2926.317627
	Iteration 27Q: 3 clusters Score -480978.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -480989.656250 Penalty: 2926.317627
	Iteration 28Q: 3 clusters Score -480989.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -480997.343750 Penalty: 2926.317627
	Iteration 29Q: 3 clusters Score -480997.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -481003.187500 Penalty: 2926.317627
	Iteration 30Q: 3 clusters Score -481003.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -481010.656250 Penalty: 2926.317627
	Iteration 31Q: 3 clusters Score -481010.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -481015.750000 Penalty: 2926.317627
	Iteration 32Q: 3 clusters Score -481015.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -481018.687500 Penalty: 2926.317627
	Iteration 33Q: 3 clusters Score -481018.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -481024.750000 Penalty: 2926.317627
	Iteration 34Q: 3 clusters Score -481024.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -481026.812500 Penalty: 2926.317627
	Iteration 35Q: 3 clusters Score -481026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -481028.937500 Penalty: 2926.317627
	Iteration 36Q: 3 clusters Score -481028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -481030.531250 Penalty: 2926.317627
	Iteration 37Q: 3 clusters Score -481030.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -481033.593750 Penalty: 2926.317627
	Iteration 38Q: 3 clusters Score -481033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -481035.000000 Penalty: 2926.317627
	Iteration 39Q: 3 clusters Score -481035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -481037.031250 Penalty: 2926.317627
	Iteration 40F: 3 clusters Score -481037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -481040.375000 Penalty: 2926.317627
	Iteration 41Q: 3 clusters Score -481040.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -481043.531250 Penalty: 2926.317627
	Iteration 42Q: 3 clusters Score -481043.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -481047.875000 Penalty: 2926.317627
	Iteration 43Q: 3 clusters Score -481047.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -481050.468750 Penalty: 2926.317627
	Iteration 44Q: 3 clusters Score -481050.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -481052.375000 Penalty: 2926.317627
	Iteration 45Q: 3 clusters Score -481052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -481054.406250 Penalty: 2926.317627
	Iteration 46Q: 3 clusters Score -481054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -481055.281250 Penalty: 2926.317627
	Iteration 47Q: 3 clusters Score -481055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -481056.562500 Penalty: 2926.317627
	Iteration 48Q: 3 clusters Score -481056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -481057.625000 Penalty: 2926.317627
	Iteration 49Q: 3 clusters Score -481057.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -481058.906250 Penalty: 2926.317627
	Iteration 50Q: 3 clusters Score -481058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -481059.531250 Penalty: 2926.317627
	Iteration 51Q: 3 clusters Score -481059.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -481060.218750 Penalty: 2926.317627
	Iteration 52Q: 3 clusters Score -481060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -481059.531250 Penalty: 2926.317627
	Iteration 53Q: 3 clusters Score -481059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -481059.875000 Penalty: 2926.317627
	Iteration 54Q: 3 clusters Score -481059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -481059.875000 Penalty: 2926.317627
	Iteration 55F: 3 clusters Score -481059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -377276.812500 Penalty: 1431.262695
	Iteration 0F: 2 clusters Score -377276.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -372220.625000 Penalty: 2862.525391
	Iteration 0F: 3 clusters Score -372220.6 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -373681.812500 Penalty: 2862.525391
	Iteration 1F: 3 clusters Score -373681.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -373861.937500 Penalty: 2862.525391
	Iteration 2F: 3 clusters Score -373861.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -373984.093750 Penalty: 2862.525391
	Iteration 3Q: 3 clusters Score -373984.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -374085.812500 Penalty: 2862.525391
	Iteration 4Q: 3 clusters Score -374085.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -374177.718750 Penalty: 2862.525391
	Iteration 5Q: 3 clusters Score -374177.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -374255.250000 Penalty: 2862.525391
	Iteration 6Q: 3 clusters Score -374255.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -374328.406250 Penalty: 2862.525391
	Iteration 7Q: 3 clusters Score -374328.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -374412.187500 Penalty: 2862.525391
	Iteration 8Q: 3 clusters Score -374412.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -374518.218750 Penalty: 2862.525391
	Iteration 9Q: 3 clusters Score -374518.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -374661.156250 Penalty: 2862.525391
	Iteration 10Q: 3 clusters Score -374661.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -374831.343750 Penalty: 2862.525391
	Iteration 11Q: 3 clusters Score -374831.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -375025.843750 Penalty: 2862.525391
	Iteration 12Q: 3 clusters Score -375025.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -375238.593750 Penalty: 2862.525391
	Iteration 13Q: 3 clusters Score -375238.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -375442.093750 Penalty: 2862.525391
	Iteration 14Q: 3 clusters Score -375442.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -375617.187500 Penalty: 2862.525391
	Iteration 15Q: 3 clusters Score -375617.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -375767.375000 Penalty: 2862.525391
	Iteration 16Q: 3 clusters Score -375767.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -375865.437500 Penalty: 2862.525391
	Iteration 17Q: 3 clusters Score -375865.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -375946.187500 Penalty: 2862.525391
	Iteration 18Q: 3 clusters Score -375946.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -375981.656250 Penalty: 2862.525391
	Iteration 19Q: 3 clusters Score -375981.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -376010.062500 Penalty: 2862.525391
	Iteration 20F: 3 clusters Score -376010.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -376024.093750 Penalty: 2862.525391
	Iteration 21Q: 3 clusters Score -376024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -376042.468750 Penalty: 2862.525391
	Iteration 22Q: 3 clusters Score -376042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -376053.281250 Penalty: 2862.525391
	Iteration 23Q: 3 clusters Score -376053.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -376062.062500 Penalty: 2862.525391
	Iteration 24Q: 3 clusters Score -376062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -376068.625000 Penalty: 2862.525391
	Iteration 25Q: 3 clusters Score -376068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -376072.031250 Penalty: 2862.525391
	Iteration 26Q: 3 clusters Score -376072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -376077.250000 Penalty: 2862.525391
	Iteration 27Q: 3 clusters Score -376077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -376077.437500 Penalty: 2862.525391
	Iteration 28Q: 3 clusters Score -376077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -376077.437500 Penalty: 2862.525391
	Iteration 29F: 3 clusters Score -376077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -148671.593750 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -148671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -146325.000000 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -146325 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -146890.968750 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -146891 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -147034.187500 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -147034.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -147127.703125 Penalty: 2532.513428
	Iteration 3F: 3 clusters Score -147127.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -147175.218750 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -147175.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -147197.125000 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -147197.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -147219.265625 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -147219.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -147237.312500 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -147237.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -147249.093750 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -147249.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -147258.625000 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -147258.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -147267.453125 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -147267.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147276.328125 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -147276.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -147282.453125 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -147282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -147286.812500 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -147286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -147292.296875 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -147292.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147298.125000 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -147298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -147304.468750 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -147304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147306.562500 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -147306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -147309.296875 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -147309.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -147313.171875 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -147313.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -147317.390625 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -147317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -147319.796875 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -147319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -147322.140625 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -147322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -147323.265625 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -147323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -147323.671875 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -147323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -147323.906250 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -147323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147324.250000 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -147324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -147324.093750 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -147324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147324.359375 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -147324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147324.359375 Penalty: 2532.513428
	Iteration 29F: 3 clusters Score -147324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -418718.250000 Penalty: 1448.211304
	Iteration 0F: 2 clusters Score -418718.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -413324.500000 Penalty: 2896.422607
	Iteration 0F: 3 clusters Score -413324.5 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -415484.656250 Penalty: 2896.422607
	Iteration 1F: 3 clusters Score -415484.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -415976.906250 Penalty: 2896.422607
	Iteration 2F: 3 clusters Score -415976.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -416359.093750 Penalty: 2896.422607
	Iteration 3F: 3 clusters Score -416359.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -416674.437500 Penalty: 2896.422607
	Iteration 4F: 3 clusters Score -416674.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -416920.437500 Penalty: 2896.422607
	Iteration 5F: 3 clusters Score -416920.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -417115.250000 Penalty: 2896.422607
	Iteration 6Q: 3 clusters Score -417115.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -417266.562500 Penalty: 2896.422607
	Iteration 7Q: 3 clusters Score -417266.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -417392.656250 Penalty: 2896.422607
	Iteration 8Q: 3 clusters Score -417392.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417504.968750 Penalty: 2896.422607
	Iteration 9Q: 3 clusters Score -417505 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -417611.093750 Penalty: 2896.422607
	Iteration 10Q: 3 clusters Score -417611.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -417688.437500 Penalty: 2896.422607
	Iteration 11Q: 3 clusters Score -417688.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -417742.000000 Penalty: 2896.422607
	Iteration 12Q: 3 clusters Score -417742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -417790.468750 Penalty: 2896.422607
	Iteration 13Q: 3 clusters Score -417790.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -417835.406250 Penalty: 2896.422607
	Iteration 14Q: 3 clusters Score -417835.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -417885.937500 Penalty: 2896.422607
	Iteration 15Q: 3 clusters Score -417885.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -417917.781250 Penalty: 2896.422607
	Iteration 16Q: 3 clusters Score -417917.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -417939.812500 Penalty: 2896.422607
	Iteration 17Q: 3 clusters Score -417939.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -417956.875000 Penalty: 2896.422607
	Iteration 18Q: 3 clusters Score -417956.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -417973.281250 Penalty: 2896.422607
	Iteration 19Q: 3 clusters Score -417973.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -417989.593750 Penalty: 2896.422607
	Iteration 20F: 3 clusters Score -417989.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -418001.750000 Penalty: 2896.422607
	Iteration 21Q: 3 clusters Score -418001.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -418012.093750 Penalty: 2896.422607
	Iteration 22Q: 3 clusters Score -418012.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -418017.000000 Penalty: 2896.422607
	Iteration 23Q: 3 clusters Score -418017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -418023.718750 Penalty: 2896.422607
	Iteration 24Q: 3 clusters Score -418023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -418027.281250 Penalty: 2896.422607
	Iteration 25Q: 3 clusters Score -418027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -418029.000000 Penalty: 2896.422607
	Iteration 26Q: 3 clusters Score -418029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -418030.000000 Penalty: 2896.422607
	Iteration 27Q: 3 clusters Score -418030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -418030.781250 Penalty: 2896.422607
	Iteration 28Q: 3 clusters Score -418030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -418032.187500 Penalty: 2896.422607
	Iteration 29Q: 3 clusters Score -418032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -418032.750000 Penalty: 2896.422607
	Iteration 30Q: 3 clusters Score -418032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -418034.562500 Penalty: 2896.422607
	Iteration 31Q: 3 clusters Score -418034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -418035.406250 Penalty: 2896.422607
	Iteration 32Q: 3 clusters Score -418035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -418036.187500 Penalty: 2896.422607
	Iteration 33Q: 3 clusters Score -418036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -418037.531250 Penalty: 2896.422607
	Iteration 34Q: 3 clusters Score -418037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -418038.875000 Penalty: 2896.422607
	Iteration 35Q: 3 clusters Score -418038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -418040.875000 Penalty: 2896.422607
	Iteration 36Q: 3 clusters Score -418040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -418040.843750 Penalty: 2896.422607
	Iteration 37Q: 3 clusters Score -418040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -418041.718750 Penalty: 2896.422607
	Iteration 38Q: 3 clusters Score -418041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -418041.750000 Penalty: 2896.422607
	Iteration 39Q: 3 clusters Score -418041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -418043.250000 Penalty: 2896.422607
	Iteration 40F: 3 clusters Score -418043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -418043.468750 Penalty: 2896.422607
	Iteration 41Q: 3 clusters Score -418043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -418043.468750 Penalty: 2896.422607
	Iteration 42F: 3 clusters Score -418043.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -226767.890625 Penalty: 1343.710693
	Iteration 0F: 2 clusters Score -226767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -223457.593750 Penalty: 2687.421387
	Iteration 0F: 3 clusters Score -223457.6 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -224327.437500 Penalty: 2687.421387
	Iteration 1F: 3 clusters Score -224327.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -224487.562500 Penalty: 2687.421387
	Iteration 2F: 3 clusters Score -224487.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -224586.515625 Penalty: 2687.421387
	Iteration 3F: 3 clusters Score -224586.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -224661.390625 Penalty: 2687.421387
	Iteration 4Q: 3 clusters Score -224661.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -224737.984375 Penalty: 2687.421387
	Iteration 5Q: 3 clusters Score -224738 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -224810.031250 Penalty: 2687.421387
	Iteration 6Q: 3 clusters Score -224810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -224878.671875 Penalty: 2687.421387
	Iteration 7Q: 3 clusters Score -224878.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -224955.812500 Penalty: 2687.421387
	Iteration 8Q: 3 clusters Score -224955.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -225045.468750 Penalty: 2687.421387
	Iteration 9Q: 3 clusters Score -225045.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -225137.671875 Penalty: 2687.421387
	Iteration 10Q: 3 clusters Score -225137.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -225239.375000 Penalty: 2687.421387
	Iteration 11Q: 3 clusters Score -225239.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -225356.640625 Penalty: 2687.421387
	Iteration 12Q: 3 clusters Score -225356.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -225475.500000 Penalty: 2687.421387
	Iteration 13Q: 3 clusters Score -225475.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -225611.593750 Penalty: 2687.421387
	Iteration 14Q: 3 clusters Score -225611.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -225763.687500 Penalty: 2687.421387
	Iteration 15Q: 3 clusters Score -225763.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226023.484375 Penalty: 2687.421387
	Iteration 16Q: 3 clusters Score -226023.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -226427.109375 Penalty: 2687.421387
	Iteration 17Q: 3 clusters Score -226427.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -226798.421875 Penalty: 2687.421387
	Iteration 18Q: 3 clusters Score -226798.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226991.890625 Penalty: 2687.421387
	Iteration 19Q: 3 clusters Score -226991.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227043.625000 Penalty: 2687.421387
	Iteration 20F: 3 clusters Score -227043.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -227050.859375 Penalty: 2687.421387
	Iteration 21Q: 3 clusters Score -227050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -227053.812500 Penalty: 2687.421387
	Iteration 22Q: 3 clusters Score -227053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227055.343750 Penalty: 2687.421387
	Iteration 23Q: 3 clusters Score -227055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227056.000000 Penalty: 2687.421387
	Iteration 24Q: 3 clusters Score -227056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -227056.000000 Penalty: 2687.421387
	Iteration 25F: 3 clusters Score -227056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 1059 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 7793 members 
Mstep: Class 38 contains 996 members 
Entering Unmasked Estep 
Score: -12689462.000000 Penalty: 76339.515625
Splitting cluster 26 changes total score from -12689064.000000 to -12689462.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -13314.685547 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -13314.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12491.126953 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -12491.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12573.137695 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -12573.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12582.866211 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -12582.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12586.960938 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -12586.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12586.960938 Penalty: 1790.551270
	Iteration 4F: 3 clusters Score -12586.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -64844.273438 Penalty: 1144.655396
	Iteration 0F: 2 clusters Score -64844.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -63324.339844 Penalty: 2289.310791
	Iteration 0F: 3 clusters Score -63324.34 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -63605.109375 Penalty: 2289.310791
	Iteration 1F: 3 clusters Score -63605.11 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -63665.937500 Penalty: 2289.310791
	Iteration 2F: 3 clusters Score -63665.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -63702.878906 Penalty: 2289.310791
	Iteration 3Q: 3 clusters Score -63702.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63725.359375 Penalty: 2289.310791
	Iteration 4Q: 3 clusters Score -63725.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63742.781250 Penalty: 2289.310791
	Iteration 5Q: 3 clusters Score -63742.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63752.574219 Penalty: 2289.310791
	Iteration 6Q: 3 clusters Score -63752.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -63759.820312 Penalty: 2289.310791
	Iteration 7Q: 3 clusters Score -63759.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -63775.246094 Penalty: 2289.310791
	Iteration 8Q: 3 clusters Score -63775.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63786.312500 Penalty: 2289.310791
	Iteration 9Q: 3 clusters Score -63786.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63801.503906 Penalty: 2289.310791
	Iteration 10Q: 3 clusters Score -63801.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63820.609375 Penalty: 2289.310791
	Iteration 11Q: 3 clusters Score -63820.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -63832.437500 Penalty: 2289.310791
	Iteration 12Q: 3 clusters Score -63832.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63846.527344 Penalty: 2289.310791
	Iteration 13Q: 3 clusters Score -63846.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63865.730469 Penalty: 2289.310791
	Iteration 14Q: 3 clusters Score -63865.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63886.406250 Penalty: 2289.310791
	Iteration 15Q: 3 clusters Score -63886.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63905.531250 Penalty: 2289.310791
	Iteration 16Q: 3 clusters Score -63905.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63921.851562 Penalty: 2289.310791
	Iteration 17Q: 3 clusters Score -63921.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63936.222656 Penalty: 2289.310791
	Iteration 18Q: 3 clusters Score -63936.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63951.718750 Penalty: 2289.310791
	Iteration 19Q: 3 clusters Score -63951.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -63972.058594 Penalty: 2289.310791
	Iteration 20F: 3 clusters Score -63972.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63989.859375 Penalty: 2289.310791
	Iteration 21Q: 3 clusters Score -63989.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64005.375000 Penalty: 2289.310791
	Iteration 22Q: 3 clusters Score -64005.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64019.046875 Penalty: 2289.310791
	Iteration 23Q: 3 clusters Score -64019.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64032.671875 Penalty: 2289.310791
	Iteration 24Q: 3 clusters Score -64032.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64045.644531 Penalty: 2289.310791
	Iteration 25Q: 3 clusters Score -64045.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64052.492188 Penalty: 2289.310791
	Iteration 26Q: 3 clusters Score -64052.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64057.628906 Penalty: 2289.310791
	Iteration 27Q: 3 clusters Score -64057.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64061.441406 Penalty: 2289.310791
	Iteration 28Q: 3 clusters Score -64061.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64065.593750 Penalty: 2289.310791
	Iteration 29Q: 3 clusters Score -64065.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64071.238281 Penalty: 2289.310791
	Iteration 30Q: 3 clusters Score -64071.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64075.937500 Penalty: 2289.310791
	Iteration 31Q: 3 clusters Score -64075.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64085.222656 Penalty: 2289.310791
	Iteration 32Q: 3 clusters Score -64085.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64094.000000 Penalty: 2289.310791
	Iteration 33Q: 3 clusters Score -64094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64101.070312 Penalty: 2289.310791
	Iteration 34Q: 3 clusters Score -64101.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64105.468750 Penalty: 2289.310791
	Iteration 35Q: 3 clusters Score -64105.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64108.191406 Penalty: 2289.310791
	Iteration 36Q: 3 clusters Score -64108.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64109.078125 Penalty: 2289.310791
	Iteration 37Q: 3 clusters Score -64109.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64110.777344 Penalty: 2289.310791
	Iteration 38Q: 3 clusters Score -64110.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64111.867188 Penalty: 2289.310791
	Iteration 39Q: 3 clusters Score -64111.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64112.414062 Penalty: 2289.310791
	Iteration 40F: 3 clusters Score -64112.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64112.835938 Penalty: 2289.310791
	Iteration 41Q: 3 clusters Score -64112.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64114.609375 Penalty: 2289.310791
	Iteration 42Q: 3 clusters Score -64114.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64117.218750 Penalty: 2289.310791
	Iteration 43Q: 3 clusters Score -64117.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64118.214844 Penalty: 2289.310791
	Iteration 44Q: 3 clusters Score -64118.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64120.460938 Penalty: 2289.310791
	Iteration 45Q: 3 clusters Score -64120.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64122.976562 Penalty: 2289.310791
	Iteration 46Q: 3 clusters Score -64122.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64125.726562 Penalty: 2289.310791
	Iteration 47Q: 3 clusters Score -64125.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64129.781250 Penalty: 2289.310791
	Iteration 48Q: 3 clusters Score -64129.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64130.898438 Penalty: 2289.310791
	Iteration 49Q: 3 clusters Score -64130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64130.898438 Penalty: 2289.310791
	Iteration 50F: 3 clusters Score -64130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -37575.632812 Penalty: 1131.825562
	Iteration 0F: 2 clusters Score -37575.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -36138.089844 Penalty: 2263.651123
	Iteration 0F: 3 clusters Score -36138.09 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -36810.453125 Penalty: 2263.651123
	Iteration 1F: 3 clusters Score -36810.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -37109.230469 Penalty: 2263.651123
	Iteration 2F: 3 clusters Score -37109.23 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -37345.019531 Penalty: 2263.651123
	Iteration 3F: 3 clusters Score -37345.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -37517.304688 Penalty: 2263.651123
	Iteration 4F: 3 clusters Score -37517.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37677.257812 Penalty: 2263.651123
	Iteration 5Q: 3 clusters Score -37677.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37819.777344 Penalty: 2263.651123
	Iteration 6Q: 3 clusters Score -37819.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -37927.875000 Penalty: 2263.651123
	Iteration 7Q: 3 clusters Score -37927.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -37972.203125 Penalty: 2263.651123
	Iteration 8Q: 3 clusters Score -37972.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -38012.925781 Penalty: 2263.651123
	Iteration 9Q: 3 clusters Score -38012.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -38043.968750 Penalty: 2263.651123
	Iteration 10Q: 3 clusters Score -38043.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -38090.937500 Penalty: 2263.651123
	Iteration 11Q: 3 clusters Score -38090.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -38126.484375 Penalty: 2263.651123
	Iteration 12Q: 3 clusters Score -38126.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -38141.089844 Penalty: 2263.651123
	Iteration 13Q: 3 clusters Score -38141.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -38151.070312 Penalty: 2263.651123
	Iteration 14Q: 3 clusters Score -38151.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -38158.921875 Penalty: 2263.651123
	Iteration 15Q: 3 clusters Score -38158.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -38164.609375 Penalty: 2263.651123
	Iteration 16Q: 3 clusters Score -38164.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -38173.023438 Penalty: 2263.651123
	Iteration 17Q: 3 clusters Score -38173.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -38174.953125 Penalty: 2263.651123
	Iteration 18Q: 3 clusters Score -38174.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38176.417969 Penalty: 2263.651123
	Iteration 19Q: 3 clusters Score -38176.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38176.417969 Penalty: 2263.651123
	Iteration 20F: 3 clusters Score -38176.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 4898 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 7793 members 
Mstep: Class 38 contains 996 members 
Mstep: Class 39 contains 537 members 
Entering Unmasked Estep 
Score: -12689192.000000 Penalty: 78348.453125
Splitting cluster 29 changes total score from -12689064.000000 to -12689192.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 30 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -285535.156250 Penalty: 1380.694580
	Iteration 0F: 2 clusters Score -285535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -281662.843750 Penalty: 2761.389160
	Iteration 0F: 3 clusters Score -281662.8 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -282762.500000 Penalty: 2761.389160
	Iteration 1F: 3 clusters Score -282762.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -283113.562500 Penalty: 2761.389160
	Iteration 2F: 3 clusters Score -283113.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -283421.843750 Penalty: 2761.389160
	Iteration 3F: 3 clusters Score -283421.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -283764.000000 Penalty: 2761.389160
	Iteration 4F: 3 clusters Score -283764 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -284179.218750 Penalty: 2761.389160
	Iteration 5F: 3 clusters Score -284179.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -284671.750000 Penalty: 2761.389160
	Iteration 6F: 3 clusters Score -284671.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -285133.843750 Penalty: 2761.389160
	Iteration 7F: 3 clusters Score -285133.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -285570.781250 Penalty: 2761.389160
	Iteration 8F: 3 clusters Score -285570.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -285915.625000 Penalty: 2761.389160
	Iteration 9F: 3 clusters Score -285915.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -286128.156250 Penalty: 2761.389160
	Iteration 10Q: 3 clusters Score -286128.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -286245.156250 Penalty: 2761.389160
	Iteration 11Q: 3 clusters Score -286245.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -286301.625000 Penalty: 2761.389160
	Iteration 12Q: 3 clusters Score -286301.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -286324.906250 Penalty: 2761.389160
	Iteration 13Q: 3 clusters Score -286324.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -286334.375000 Penalty: 2761.389160
	Iteration 14Q: 3 clusters Score -286334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -286342.843750 Penalty: 2761.389160
	Iteration 15Q: 3 clusters Score -286342.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -286353.906250 Penalty: 2761.389160
	Iteration 16Q: 3 clusters Score -286353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -286359.937500 Penalty: 2761.389160
	Iteration 17Q: 3 clusters Score -286359.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -286368.468750 Penalty: 2761.389160
	Iteration 18Q: 3 clusters Score -286368.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -286375.437500 Penalty: 2761.389160
	Iteration 19Q: 3 clusters Score -286375.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -286378.406250 Penalty: 2761.389160
	Iteration 20F: 3 clusters Score -286378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -286379.718750 Penalty: 2761.389160
	Iteration 21Q: 3 clusters Score -286379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -286382.406250 Penalty: 2761.389160
	Iteration 22Q: 3 clusters Score -286382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -286384.937500 Penalty: 2761.389160
	Iteration 23Q: 3 clusters Score -286384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -286387.312500 Penalty: 2761.389160
	Iteration 24Q: 3 clusters Score -286387.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -286388.156250 Penalty: 2761.389160
	Iteration 25Q: 3 clusters Score -286388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -286389.437500 Penalty: 2761.389160
	Iteration 26Q: 3 clusters Score -286389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -286391.343750 Penalty: 2761.389160
	Iteration 27Q: 3 clusters Score -286391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -286393.156250 Penalty: 2761.389160
	Iteration 28Q: 3 clusters Score -286393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -286395.031250 Penalty: 2761.389160
	Iteration 29Q: 3 clusters Score -286395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -286397.312500 Penalty: 2761.389160
	Iteration 30Q: 3 clusters Score -286397.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -286398.750000 Penalty: 2761.389160
	Iteration 31Q: 3 clusters Score -286398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -286399.250000 Penalty: 2761.389160
	Iteration 32Q: 3 clusters Score -286399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -286400.250000 Penalty: 2761.389160
	Iteration 33Q: 3 clusters Score -286400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -286400.250000 Penalty: 2761.389160
	Iteration 34F: 3 clusters Score -286400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 2403 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 7793 members 
Mstep: Class 38 contains 996 members 
Mstep: Class 39 contains 537 members 
Mstep: Class 40 contains 2087 members 
Entering Unmasked Estep 
Score: -12689417.000000 Penalty: 80357.382812
Splitting cluster 30 changes total score from -12689064.000000 to -12689417.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (4132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Entering Unmasked Estep 
Score: -186126.578125 Penalty: 1353.059082
	Iteration 0F: 2 clusters Score -186126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -182767.906250 Penalty: 2706.118164
	Iteration 0F: 3 clusters Score -182767.9 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -183970.015625 Penalty: 2706.118164
	Iteration 1F: 3 clusters Score -183970 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -184507.234375 Penalty: 2706.118164
	Iteration 2F: 3 clusters Score -184507.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -184912.062500 Penalty: 2706.118164
	Iteration 3F: 3 clusters Score -184912.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -185185.312500 Penalty: 2706.118164
	Iteration 4F: 3 clusters Score -185185.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -185357.515625 Penalty: 2706.118164
	Iteration 5F: 3 clusters Score -185357.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -185472.000000 Penalty: 2706.118164
	Iteration 6Q: 3 clusters Score -185472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -185539.609375 Penalty: 2706.118164
	Iteration 7Q: 3 clusters Score -185539.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -185592.671875 Penalty: 2706.118164
	Iteration 8Q: 3 clusters Score -185592.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -185630.703125 Penalty: 2706.118164
	Iteration 9Q: 3 clusters Score -185630.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -185657.375000 Penalty: 2706.118164
	Iteration 10Q: 3 clusters Score -185657.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -185689.562500 Penalty: 2706.118164
	Iteration 11Q: 3 clusters Score -185689.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -185722.234375 Penalty: 2706.118164
	Iteration 12Q: 3 clusters Score -185722.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -185754.156250 Penalty: 2706.118164
	Iteration 13Q: 3 clusters Score -185754.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -185780.593750 Penalty: 2706.118164
	Iteration 14Q: 3 clusters Score -185780.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -185797.203125 Penalty: 2706.118164
	Iteration 15Q: 3 clusters Score -185797.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -185808.359375 Penalty: 2706.118164
	Iteration 16Q: 3 clusters Score -185808.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -185815.765625 Penalty: 2706.118164
	Iteration 17Q: 3 clusters Score -185815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -185829.312500 Penalty: 2706.118164
	Iteration 18Q: 3 clusters Score -185829.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -185843.968750 Penalty: 2706.118164
	Iteration 19Q: 3 clusters Score -185844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -185850.093750 Penalty: 2706.118164
	Iteration 20F: 3 clusters Score -185850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -185859.296875 Penalty: 2706.118164
	Iteration 21Q: 3 clusters Score -185859.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -185879.578125 Penalty: 2706.118164
	Iteration 22Q: 3 clusters Score -185879.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -185895.828125 Penalty: 2706.118164
	Iteration 23Q: 3 clusters Score -185895.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -185906.859375 Penalty: 2706.118164
	Iteration 24Q: 3 clusters Score -185906.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -185912.171875 Penalty: 2706.118164
	Iteration 25Q: 3 clusters Score -185912.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -185914.953125 Penalty: 2706.118164
	Iteration 26Q: 3 clusters Score -185915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -185917.343750 Penalty: 2706.118164
	Iteration 27Q: 3 clusters Score -185917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -185919.593750 Penalty: 2706.118164
	Iteration 28Q: 3 clusters Score -185919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -185922.937500 Penalty: 2706.118164
	Iteration 29Q: 3 clusters Score -185922.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -185924.437500 Penalty: 2706.118164
	Iteration 30Q: 3 clusters Score -185924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -185925.390625 Penalty: 2706.118164
	Iteration 31Q: 3 clusters Score -185925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -185925.875000 Penalty: 2706.118164
	Iteration 32Q: 3 clusters Score -185925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -185926.500000 Penalty: 2706.118164
	Iteration 33Q: 3 clusters Score -185926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -185927.296875 Penalty: 2706.118164
	Iteration 34Q: 3 clusters Score -185927.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -185927.281250 Penalty: 2706.118164
	Iteration 35Q: 3 clusters Score -185927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -185927.281250 Penalty: 2706.118164
	Iteration 36F: 3 clusters Score -185927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Entering Unmasked Estep 
Score: -678227.687500 Penalty: 1516.942749
	Iteration 0F: 2 clusters Score -678227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -670224.750000 Penalty: 3033.885498
	Iteration 0F: 3 clusters Score -670224.8 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -672866.375000 Penalty: 3033.885498
	Iteration 1F: 3 clusters Score -672866.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -673204.562500 Penalty: 3033.885498
	Iteration 2F: 3 clusters Score -673204.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -673538.187500 Penalty: 3033.885498
	Iteration 3F: 3 clusters Score -673538.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -673888.062500 Penalty: 3033.885498
	Iteration 4F: 3 clusters Score -673888.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -674257.875000 Penalty: 3033.885498
	Iteration 5F: 3 clusters Score -674257.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -674738.687500 Penalty: 3033.885498
	Iteration 6F: 3 clusters Score -674738.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -675212.562500 Penalty: 3033.885498
	Iteration 7F: 3 clusters Score -675212.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -675576.000000 Penalty: 3033.885498
	Iteration 8F: 3 clusters Score -675576 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -675841.000000 Penalty: 3033.885498
	Iteration 9Q: 3 clusters Score -675841 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -676054.875000 Penalty: 3033.885498
	Iteration 10Q: 3 clusters Score -676054.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -676210.000000 Penalty: 3033.885498
	Iteration 11Q: 3 clusters Score -676210 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -676334.687500 Penalty: 3033.885498
	Iteration 12Q: 3 clusters Score -676334.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -676435.062500 Penalty: 3033.885498
	Iteration 13Q: 3 clusters Score -676435.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -676517.687500 Penalty: 3033.885498
	Iteration 14Q: 3 clusters Score -676517.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -676591.500000 Penalty: 3033.885498
	Iteration 15Q: 3 clusters Score -676591.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -676672.000000 Penalty: 3033.885498
	Iteration 16Q: 3 clusters Score -676672 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -676743.812500 Penalty: 3033.885498
	Iteration 17Q: 3 clusters Score -676743.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -676802.437500 Penalty: 3033.885498
	Iteration 18Q: 3 clusters Score -676802.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -676839.375000 Penalty: 3033.885498
	Iteration 19Q: 3 clusters Score -676839.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -676866.812500 Penalty: 3033.885498
	Iteration 20F: 3 clusters Score -676866.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -676880.812500 Penalty: 3033.885498
	Iteration 21Q: 3 clusters Score -676880.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -676894.437500 Penalty: 3033.885498
	Iteration 22Q: 3 clusters Score -676894.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -676912.625000 Penalty: 3033.885498
	Iteration 23Q: 3 clusters Score -676912.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -676924.687500 Penalty: 3033.885498
	Iteration 24Q: 3 clusters Score -676924.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -676936.437500 Penalty: 3033.885498
	Iteration 25Q: 3 clusters Score -676936.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -676945.062500 Penalty: 3033.885498
	Iteration 26Q: 3 clusters Score -676945.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -676958.875000 Penalty: 3033.885498
	Iteration 27Q: 3 clusters Score -676958.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -676967.437500 Penalty: 3033.885498
	Iteration 28Q: 3 clusters Score -676967.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -676978.500000 Penalty: 3033.885498
	Iteration 29Q: 3 clusters Score -676978.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -676985.562500 Penalty: 3033.885498
	Iteration 30Q: 3 clusters Score -676985.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -676990.750000 Penalty: 3033.885498
	Iteration 31Q: 3 clusters Score -676990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -676991.937500 Penalty: 3033.885498
	Iteration 32Q: 3 clusters Score -676991.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -676995.187500 Penalty: 3033.885498
	Iteration 33Q: 3 clusters Score -676995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -676999.187500 Penalty: 3033.885498
	Iteration 34Q: 3 clusters Score -676999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -677002.062500 Penalty: 3033.885498
	Iteration 35Q: 3 clusters Score -677002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -677002.875000 Penalty: 3033.885498
	Iteration 36Q: 3 clusters Score -677002.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -677003.187500 Penalty: 3033.885498
	Iteration 37Q: 3 clusters Score -677003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -677006.250000 Penalty: 3033.885498
	Iteration 38Q: 3 clusters Score -677006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -677008.125000 Penalty: 3033.885498
	Iteration 39Q: 3 clusters Score -677008.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -677008.687500 Penalty: 3033.885498
	Iteration 40F: 3 clusters Score -677008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -677010.937500 Penalty: 3033.885498
	Iteration 41Q: 3 clusters Score -677010.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -677015.125000 Penalty: 3033.885498
	Iteration 42Q: 3 clusters Score -677015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -677013.937500 Penalty: 3033.885498
	Iteration 43Q: 3 clusters Score -677013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -677014.562500 Penalty: 3033.885498
	Iteration 44Q: 3 clusters Score -677014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -677014.125000 Penalty: 3033.885498
	Iteration 45Q: 3 clusters Score -677014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -677014.625000 Penalty: 3033.885498
	Iteration 46Q: 3 clusters Score -677014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -677015.312500 Penalty: 3033.885498
	Iteration 47Q: 3 clusters Score -677015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -677015.687500 Penalty: 3033.885498
	Iteration 48Q: 3 clusters Score -677015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -677015.687500 Penalty: 3033.885498
	Iteration 49Q: 3 clusters Score -677015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -677015.437500 Penalty: 3033.885498
	Iteration 50Q: 3 clusters Score -677015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -677017.625000 Penalty: 3033.885498
	Iteration 51Q: 3 clusters Score -677017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -677019.062500 Penalty: 3033.885498
	Iteration 52Q: 3 clusters Score -677019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -677018.937500 Penalty: 3033.885498
	Iteration 53Q: 3 clusters Score -677018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -677018.937500 Penalty: 3033.885498
	Iteration 54Q: 3 clusters Score -677018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -677017.375000 Penalty: 3033.885498
	Iteration 55Q: 3 clusters Score -677017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -677019.000000 Penalty: 3033.885498
	Iteration 56Q: 3 clusters Score -677019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -677021.625000 Penalty: 3033.885498
	Iteration 57Q: 3 clusters Score -677021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -677022.062500 Penalty: 3033.885498
	Iteration 58Q: 3 clusters Score -677022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -677020.250000 Penalty: 3033.885498
	Iteration 59Q: 3 clusters Score -677020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -677020.250000 Penalty: 3033.885498
	Iteration 60F: 3 clusters Score -677020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -132031.437500 Penalty: 1264.976929
	Iteration 0F: 2 clusters Score -132031.4 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 1146 members 
Entering Unmasked Estep 
Score: -129689.937500 Penalty: 2529.953857
	Iteration 0F: 3 clusters Score -129689.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -130350.695312 Penalty: 2529.953857
	Iteration 1F: 3 clusters Score -130350.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -130571.648438 Penalty: 2529.953857
	Iteration 2F: 3 clusters Score -130571.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -130767.843750 Penalty: 2529.953857
	Iteration 3F: 3 clusters Score -130767.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -130962.703125 Penalty: 2529.953857
	Iteration 4F: 3 clusters Score -130962.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -131272.609375 Penalty: 2529.953857
	Iteration 5F: 3 clusters Score -131272.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -131790.546875 Penalty: 2529.953857
	Iteration 6F: 3 clusters Score -131790.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -132207.312500 Penalty: 2529.953857
	Iteration 7F: 3 clusters Score -132207.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -132420.000000 Penalty: 2529.953857
	Iteration 8F: 3 clusters Score -132420 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -132480.421875 Penalty: 2529.953857
	Iteration 9Q: 3 clusters Score -132480.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -132502.078125 Penalty: 2529.953857
	Iteration 10Q: 3 clusters Score -132502.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -132513.000000 Penalty: 2529.953857
	Iteration 11Q: 3 clusters Score -132513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -132521.109375 Penalty: 2529.953857
	Iteration 12Q: 3 clusters Score -132521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -132523.187500 Penalty: 2529.953857
	Iteration 13Q: 3 clusters Score -132523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -132524.343750 Penalty: 2529.953857
	Iteration 14Q: 3 clusters Score -132524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -132525.140625 Penalty: 2529.953857
	Iteration 15Q: 3 clusters Score -132525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -132525.468750 Penalty: 2529.953857
	Iteration 16Q: 3 clusters Score -132525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -132525.687500 Penalty: 2529.953857
	Iteration 17Q: 3 clusters Score -132525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -132526.765625 Penalty: 2529.953857
	Iteration 18Q: 3 clusters Score -132526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -132527.687500 Penalty: 2529.953857
	Iteration 19Q: 3 clusters Score -132527.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -132527.687500 Penalty: 2529.953857
	Iteration 20F: 3 clusters Score -132527.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 440 members 
Mstep: Class 37 contains 7793 members 
Mstep: Class 38 contains 996 members 
Mstep: Class 39 contains 537 members 
Mstep: Class 40 contains 2087 members 
Mstep: Class 41 contains 1507 members 
Entering Unmasked Estep 
Score: -12689177.000000 Penalty: 82366.320312
Splitting cluster 33 changes total score from -12689064.000000 to -12689177.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 9754 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 25352 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 8136 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 2905 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 522 members 
Mstep: Class 30 contains 2811 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12690986.000000 Penalty: 82366.320312
Iteration 79Q: 42 clusters Score -1.269099e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 13052 members 
Mstep: Class 7 contains 9452 members 
Mstep: Class 8 contains 18742 members 
Mstep: Class 9 contains 25479 members 
Mstep: Class 10 contains 13019 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4100 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 18734 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 6686 members 
Mstep: Class 24 contains 2427 members 
Mstep: Class 25 contains 7553 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1150 members 
Mstep: Class 29 contains 557 members 
Mstep: Class 30 contains 3028 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 11331 members 
Mstep: Class 33 contains 868 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 4075 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7704 members 
Mstep: Class 38 contains 938 members 
Mstep: Class 39 contains 529 members 
Mstep: Class 40 contains 2024 members 
Mstep: Class 41 contains 1481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12693331.000000 Penalty: 82366.320312
Iteration 80F: 42 clusters Score -1.269333e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 13031 members 
Mstep: Class 7 contains 9194 members 
Mstep: Class 8 contains 18712 members 
Mstep: Class 9 contains 25532 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 18724 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8162 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 2427 members 
Mstep: Class 25 contains 7631 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 578 members 
Mstep: Class 30 contains 3165 members 
Mstep: Class 31 contains 4037 members 
Mstep: Class 32 contains 11323 members 
Mstep: Class 33 contains 843 members 
Mstep: Class 34 contains 2267 members 
Mstep: Class 35 contains 4169 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7705 members 
Mstep: Class 38 contains 995 members 
Mstep: Class 39 contains 676 members 
Mstep: Class 40 contains 2056 members 
Mstep: Class 41 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12694620.000000 Penalty: 82366.320312
Iteration 81Q: 42 clusters Score -1.269462e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 5513 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 13028 members 
Mstep: Class 7 contains 9011 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 25576 members 
Mstep: Class 10 contains 12809 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 269 members 
Mstep: Class 14 contains 5216 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4209 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7688 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1127 members 
Mstep: Class 29 contains 605 members 
Mstep: Class 30 contains 3244 members 
Mstep: Class 31 contains 3948 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 830 members 
Mstep: Class 34 contains 2408 members 
Mstep: Class 35 contains 4227 members 
Mstep: Class 36 contains 436 members 
Mstep: Class 37 contains 7707 members 
Mstep: Class 38 contains 1024 members 
Mstep: Class 39 contains 774 members 
Mstep: Class 40 contains 2072 members 
Mstep: Class 41 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695279.000000 Penalty: 82366.320312
Iteration 82Q: 42 clusters Score -1.269528e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 12232 members 
Mstep: Class 4 contains 5515 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 13037 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 18663 members 
Mstep: Class 9 contains 25611 members 
Mstep: Class 10 contains 12770 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1141 members 
Mstep: Class 13 contains 283 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4083 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 2739 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 8115 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 7720 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1115 members 
Mstep: Class 29 contains 619 members 
Mstep: Class 30 contains 3302 members 
Mstep: Class 31 contains 3895 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 820 members 
Mstep: Class 34 contains 2503 members 
Mstep: Class 35 contains 4263 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 7707 members 
Mstep: Class 38 contains 1043 members 
Mstep: Class 39 contains 844 members 
Mstep: Class 40 contains 2077 members 
Mstep: Class 41 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695654.000000 Penalty: 82366.320312
Iteration 83Q: 42 clusters Score -1.269565e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 13044 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 18644 members 
Mstep: Class 9 contains 25643 members 
Mstep: Class 10 contains 12728 members 
Mstep: Class 11 contains 2811 members 
Mstep: Class 12 contains 1141 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4090 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 18708 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 8109 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7754 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1106 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 3852 members 
Mstep: Class 32 contains 11312 members 
Mstep: Class 33 contains 816 members 
Mstep: Class 34 contains 2554 members 
Mstep: Class 35 contains 4293 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 1058 members 
Mstep: Class 39 contains 898 members 
Mstep: Class 40 contains 2088 members 
Mstep: Class 41 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695814.000000 Penalty: 82366.320312
Iteration 84Q: 42 clusters Score -1.269581e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11453 members 
Mstep: Class 3 contains 12256 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 13046 members 
Mstep: Class 7 contains 8705 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 25665 members 
Mstep: Class 10 contains 12715 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 5218 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 18698 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 8101 members 
Mstep: Class 23 contains 6451 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7786 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1093 members 
Mstep: Class 29 contains 639 members 
Mstep: Class 30 contains 3368 members 
Mstep: Class 31 contains 3836 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 814 members 
Mstep: Class 34 contains 2589 members 
Mstep: Class 35 contains 4342 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 7696 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 933 members 
Mstep: Class 40 contains 2098 members 
Mstep: Class 41 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695942.000000 Penalty: 82366.320312
Iteration 85Q: 42 clusters Score -1.269594e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 12266 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 13043 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 25673 members 
Mstep: Class 10 contains 12707 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 1144 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4096 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 18686 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1087 members 
Mstep: Class 29 contains 641 members 
Mstep: Class 30 contains 3377 members 
Mstep: Class 31 contains 3819 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 812 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 4388 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 7693 members 
Mstep: Class 38 contains 1099 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 2107 members 
Mstep: Class 41 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696184.000000 Penalty: 82366.320312
Iteration 86Q: 42 clusters Score -1.269618e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 12258 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 10095 members 
Mstep: Class 6 contains 13045 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 18573 members 
Mstep: Class 9 contains 25671 members 
Mstep: Class 10 contains 12695 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4095 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 2606 members 
Mstep: Class 20 contains 18671 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 6419 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7819 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 643 members 
Mstep: Class 30 contains 3392 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 808 members 
Mstep: Class 34 contains 2629 members 
Mstep: Class 35 contains 4419 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 7687 members 
Mstep: Class 38 contains 1117 members 
Mstep: Class 39 contains 999 members 
Mstep: Class 40 contains 2116 members 
Mstep: Class 41 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696277.000000 Penalty: 82366.320312
Iteration 87Q: 42 clusters Score -1.269628e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 12254 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 10095 members 
Mstep: Class 6 contains 13046 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 18555 members 
Mstep: Class 9 contains 25678 members 
Mstep: Class 10 contains 12688 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4098 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 8097 members 
Mstep: Class 23 contains 6407 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 7839 members 
Mstep: Class 26 contains 2979 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 645 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 3789 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 806 members 
Mstep: Class 34 contains 2638 members 
Mstep: Class 35 contains 4434 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 7683 members 
Mstep: Class 38 contains 1135 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 2118 members 
Mstep: Class 41 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696388.000000 Penalty: 82366.320312
Iteration 88Q: 42 clusters Score -1.269639e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11450 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 13050 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 18538 members 
Mstep: Class 9 contains 25681 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4097 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 18659 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 8100 members 
Mstep: Class 23 contains 6399 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 2985 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 646 members 
Mstep: Class 30 contains 3421 members 
Mstep: Class 31 contains 3769 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 802 members 
Mstep: Class 34 contains 2644 members 
Mstep: Class 35 contains 4469 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7676 members 
Mstep: Class 38 contains 1148 members 
Mstep: Class 39 contains 1066 members 
Mstep: Class 40 contains 2121 members 
Mstep: Class 41 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696477.000000 Penalty: 82366.320312
Iteration 89Q: 42 clusters Score -1.269648e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 13056 members 
Mstep: Class 7 contains 8511 members 
Mstep: Class 8 contains 18522 members 
Mstep: Class 9 contains 25687 members 
Mstep: Class 10 contains 12675 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4096 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 18652 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 8099 members 
Mstep: Class 23 contains 6385 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 2989 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 647 members 
Mstep: Class 30 contains 3423 members 
Mstep: Class 31 contains 3753 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 799 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 4497 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7675 members 
Mstep: Class 38 contains 1164 members 
Mstep: Class 39 contains 1093 members 
Mstep: Class 40 contains 2126 members 
Mstep: Class 41 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696534.000000 Penalty: 82366.320312
Iteration 90Q: 42 clusters Score -1.269653e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 12237 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 18510 members 
Mstep: Class 9 contains 25694 members 
Mstep: Class 10 contains 12668 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4092 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4083 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 18645 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 6368 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 2995 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 650 members 
Mstep: Class 30 contains 3426 members 
Mstep: Class 31 contains 3734 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 798 members 
Mstep: Class 34 contains 2659 members 
Mstep: Class 35 contains 4514 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7673 members 
Mstep: Class 38 contains 1177 members 
Mstep: Class 39 contains 1125 members 
Mstep: Class 40 contains 2127 members 
Mstep: Class 41 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696565.000000 Penalty: 82366.320312
Iteration 91Q: 42 clusters Score -1.269656e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 12236 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 8475 members 
Mstep: Class 8 contains 18503 members 
Mstep: Class 9 contains 25702 members 
Mstep: Class 10 contains 12665 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4083 members 
Mstep: Class 19 contains 2550 members 
Mstep: Class 20 contains 18639 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8095 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 3000 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 651 members 
Mstep: Class 30 contains 3429 members 
Mstep: Class 31 contains 3713 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 797 members 
Mstep: Class 34 contains 2664 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7672 members 
Mstep: Class 38 contains 1184 members 
Mstep: Class 39 contains 1145 members 
Mstep: Class 40 contains 2130 members 
Mstep: Class 41 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696562.000000 Penalty: 82366.320312
Iteration 92Q: 42 clusters Score -1.269656e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 13072 members 
Mstep: Class 7 contains 8462 members 
Mstep: Class 8 contains 18501 members 
Mstep: Class 9 contains 25702 members 
Mstep: Class 10 contains 12671 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 20 contains 18633 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 3000 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 3431 members 
Mstep: Class 31 contains 3703 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 793 members 
Mstep: Class 34 contains 2668 members 
Mstep: Class 35 contains 4528 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1190 members 
Mstep: Class 39 contains 1164 members 
Mstep: Class 40 contains 2131 members 
Mstep: Class 41 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696619.000000 Penalty: 82366.320312
Iteration 93Q: 42 clusters Score -1.269662e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8453 members 
Mstep: Class 8 contains 18495 members 
Mstep: Class 9 contains 25704 members 
Mstep: Class 10 contains 12675 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 290 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4086 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 18629 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 2426 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 3005 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 3436 members 
Mstep: Class 31 contains 3690 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4532 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1194 members 
Mstep: Class 39 contains 1182 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696617.000000 Penalty: 82366.320312
Iteration 94Q: 42 clusters Score -1.269662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 13080 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 18487 members 
Mstep: Class 9 contains 25704 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 292 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4086 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8092 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 7868 members 
Mstep: Class 26 contains 3013 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 3437 members 
Mstep: Class 31 contains 3670 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 791 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4538 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7671 members 
Mstep: Class 38 contains 1199 members 
Mstep: Class 39 contains 1200 members 
Mstep: Class 40 contains 2133 members 
Mstep: Class 41 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696667.000000 Penalty: 82366.320312
Iteration 95Q: 42 clusters Score -1.269667e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8440 members 
Mstep: Class 8 contains 18488 members 
Mstep: Class 9 contains 25704 members 
Mstep: Class 10 contains 12672 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4085 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 2528 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8091 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 7875 members 
Mstep: Class 26 contains 3017 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 3661 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4543 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7671 members 
Mstep: Class 38 contains 1200 members 
Mstep: Class 39 contains 1212 members 
Mstep: Class 40 contains 2134 members 
Mstep: Class 41 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696663.000000 Penalty: 82366.320312
Iteration 96Q: 42 clusters Score -1.269666e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12237 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 18485 members 
Mstep: Class 9 contains 25704 members 
Mstep: Class 10 contains 12672 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 295 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4085 members 
Mstep: Class 16 contains 1431 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8090 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3021 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 3655 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4545 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 1222 members 
Mstep: Class 40 contains 2137 members 
Mstep: Class 41 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696649.000000 Penalty: 82366.320312
Iteration 97Q: 42 clusters Score -1.269665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8433 members 
Mstep: Class 8 contains 18484 members 
Mstep: Class 9 contains 25702 members 
Mstep: Class 10 contains 12671 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4084 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 2519 members 
Mstep: Class 20 contains 18625 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8090 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3023 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 3443 members 
Mstep: Class 31 contains 3643 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4548 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1206 members 
Mstep: Class 39 contains 1234 members 
Mstep: Class 40 contains 2139 members 
Mstep: Class 41 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696677.000000 Penalty: 82366.320312
Iteration 98Q: 42 clusters Score -1.269668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 12241 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 18482 members 
Mstep: Class 9 contains 25702 members 
Mstep: Class 10 contains 12671 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4083 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 18622 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 8088 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3024 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 3446 members 
Mstep: Class 31 contains 3638 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4552 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 2141 members 
Mstep: Class 41 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696669.000000 Penalty: 82366.320312
Iteration 99Q: 42 clusters Score -1.269667e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 18480 members 
Mstep: Class 9 contains 25700 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 18621 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 8087 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3027 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 3448 members 
Mstep: Class 31 contains 3633 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 791 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4555 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 1252 members 
Mstep: Class 40 contains 2142 members 
Mstep: Class 41 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696722.000000 Penalty: 82366.320312
Iteration 100F: 42 clusters Score -1.269672e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11446 members 
Mstep: Class 3 contains 12244 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8416 members 
Mstep: Class 8 contains 18473 members 
Mstep: Class 9 contains 25697 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 2787 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 2511 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 8087 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3029 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 3623 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 793 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4559 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 1216 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 2140 members 
Mstep: Class 41 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696768.000000 Penalty: 82366.320312
Iteration 101Q: 42 clusters Score -1.269677e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 18466 members 
Mstep: Class 9 contains 25701 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 20 contains 18608 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 8085 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 3028 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 3617 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 793 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4560 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7668 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 1268 members 
Mstep: Class 40 contains 2137 members 
Mstep: Class 41 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696835.000000 Penalty: 82366.320312
Iteration 102Q: 42 clusters Score -1.269684e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8409 members 
Mstep: Class 8 contains 18459 members 
Mstep: Class 9 contains 25699 members 
Mstep: Class 10 contains 12679 members 
Mstep: Class 11 contains 2784 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 325 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 18600 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8084 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 3027 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 664 members 
Mstep: Class 30 contains 3451 members 
Mstep: Class 31 contains 3597 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 793 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4563 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7667 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 1288 members 
Mstep: Class 40 contains 2134 members 
Mstep: Class 41 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696868.000000 Penalty: 82366.320312
Iteration 103Q: 42 clusters Score -1.269687e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10110 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 18453 members 
Mstep: Class 9 contains 25698 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 2782 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 2499 members 
Mstep: Class 20 contains 18587 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8081 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 3026 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3453 members 
Mstep: Class 31 contains 3582 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 794 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4565 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7667 members 
Mstep: Class 38 contains 1247 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696907.000000 Penalty: 82366.320312
Iteration 104Q: 42 clusters Score -1.269691e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8404 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 25701 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 2778 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 329 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4036 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 18575 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8078 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 3026 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3454 members 
Mstep: Class 31 contains 3580 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4567 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7664 members 
Mstep: Class 38 contains 1253 members 
Mstep: Class 39 contains 1336 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696903.000000 Penalty: 82366.320312
Iteration 105Q: 42 clusters Score -1.26969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 18443 members 
Mstep: Class 9 contains 25706 members 
Mstep: Class 10 contains 12672 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 18559 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8076 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 3028 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 3454 members 
Mstep: Class 31 contains 3580 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2669 members 
Mstep: Class 35 contains 4569 members 
Mstep: Class 36 contains 435 members 
Mstep: Class 37 contains 7660 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696944.000000 Penalty: 82366.320312
Iteration 106Q: 42 clusters Score -1.269694e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 18446 members 
Mstep: Class 9 contains 25710 members 
Mstep: Class 10 contains 12667 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 18550 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 3453 members 
Mstep: Class 31 contains 3574 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 791 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 4567 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7659 members 
Mstep: Class 38 contains 1260 members 
Mstep: Class 39 contains 1384 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696994.000000 Penalty: 82366.320312
Iteration 107Q: 42 clusters Score -1.269699e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 25711 members 
Mstep: Class 10 contains 12666 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4082 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4024 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 18538 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8077 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1064 members 
Mstep: Class 29 contains 672 members 
Mstep: Class 30 contains 3453 members 
Mstep: Class 31 contains 3572 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 791 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 4568 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7658 members 
Mstep: Class 38 contains 1262 members 
Mstep: Class 39 contains 1409 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697034.000000 Penalty: 82366.320312
Iteration 108Q: 42 clusters Score -1.269703e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 18442 members 
Mstep: Class 9 contains 25712 members 
Mstep: Class 10 contains 12665 members 
Mstep: Class 11 contains 2756 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4080 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 18530 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8076 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 3031 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 672 members 
Mstep: Class 30 contains 3453 members 
Mstep: Class 31 contains 3572 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2671 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7656 members 
Mstep: Class 38 contains 1265 members 
Mstep: Class 39 contains 1437 members 
Mstep: Class 40 contains 2136 members 
Mstep: Class 41 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697033.000000 Penalty: 82366.320312
Iteration 109Q: 42 clusters Score -1.269703e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8364 members 
Mstep: Class 8 contains 18438 members 
Mstep: Class 9 contains 25719 members 
Mstep: Class 10 contains 12667 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 20 contains 18525 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 3030 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 672 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 3560 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 788 members 
Mstep: Class 34 contains 2672 members 
Mstep: Class 35 contains 4576 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7653 members 
Mstep: Class 38 contains 1267 members 
Mstep: Class 39 contains 1467 members 
Mstep: Class 40 contains 2137 members 
Mstep: Class 41 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697024.000000 Penalty: 82366.320312
Iteration 110Q: 42 clusters Score -1.269702e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11444 members 
Mstep: Class 3 contains 12251 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 18432 members 
Mstep: Class 9 contains 25720 members 
Mstep: Class 10 contains 12670 members 
Mstep: Class 11 contains 2748 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4010 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 18516 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 672 members 
Mstep: Class 30 contains 3454 members 
Mstep: Class 31 contains 3548 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 787 members 
Mstep: Class 34 contains 2672 members 
Mstep: Class 35 contains 4574 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 1271 members 
Mstep: Class 39 contains 1505 members 
Mstep: Class 40 contains 2136 members 
Mstep: Class 41 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697048.000000 Penalty: 82366.320312
Iteration 111Q: 42 clusters Score -1.269705e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11443 members 
Mstep: Class 3 contains 12248 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8348 members 
Mstep: Class 8 contains 18428 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12676 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 20 contains 18507 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8074 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 3037 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 3534 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2673 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7648 members 
Mstep: Class 38 contains 1274 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697076.000000 Penalty: 82366.320312
Iteration 112Q: 42 clusters Score -1.269708e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11441 members 
Mstep: Class 3 contains 12250 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10118 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 18415 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12685 members 
Mstep: Class 11 contains 2735 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 18493 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8074 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 3040 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1064 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 3521 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 4581 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7648 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 1579 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697074.000000 Penalty: 82366.320312
Iteration 113Q: 42 clusters Score -1.269707e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10121 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8334 members 
Mstep: Class 8 contains 18405 members 
Mstep: Class 9 contains 25726 members 
Mstep: Class 10 contains 12689 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 20 contains 18479 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8070 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 3045 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 3506 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 4585 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7648 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 1618 members 
Mstep: Class 40 contains 2135 members 
Mstep: Class 41 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697136.000000 Penalty: 82366.320312
Iteration 114Q: 42 clusters Score -1.269714e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10121 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 18391 members 
Mstep: Class 9 contains 25729 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 2720 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3995 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 20 contains 18468 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8067 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 3048 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 692 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 3485 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 4589 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7646 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 1664 members 
Mstep: Class 40 contains 2133 members 
Mstep: Class 41 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697193.000000 Penalty: 82366.320312
Iteration 115Q: 42 clusters Score -1.269719e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 12249 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 18383 members 
Mstep: Class 9 contains 25733 members 
Mstep: Class 10 contains 12691 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 5216 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3995 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 18445 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3052 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 700 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 3462 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 4592 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7642 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 1707 members 
Mstep: Class 40 contains 2133 members 
Mstep: Class 41 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697295.000000 Penalty: 82366.320312
Iteration 116Q: 42 clusters Score -1.26973e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11430 members 
Mstep: Class 3 contains 12247 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 18377 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 12694 members 
Mstep: Class 11 contains 2703 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 336 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 18418 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8057 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 3055 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 716 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 3436 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 790 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4595 members 
Mstep: Class 36 contains 434 members 
Mstep: Class 37 contains 7636 members 
Mstep: Class 38 contains 1282 members 
Mstep: Class 39 contains 1760 members 
Mstep: Class 40 contains 2133 members 
Mstep: Class 41 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697439.000000 Penalty: 82366.320312
Iteration 117Q: 42 clusters Score -1.269744e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10131 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 18371 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 12692 members 
Mstep: Class 11 contains 2699 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 339 members 
Mstep: Class 14 contains 5219 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 2473 members 
Mstep: Class 20 contains 18388 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2423 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 3064 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 731 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 3403 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4587 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7629 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 1848 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697695.000000 Penalty: 82366.320312
Iteration 118Q: 42 clusters Score -1.26977e+07 nChanged 311
Entering ConstructFrom: 
Score: -12697695.000000 Penalty: 82366.320312
Entering ConstructFrom: 
Trying to split cluster 1 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -164055.281250 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -164055.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -161303.437500 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -161303.4 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -162000.703125 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -162000.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -162173.062500 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -162173.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -162305.656250 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -162305.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -162455.015625 Penalty: 2603.366943
	Iteration 4F: 3 clusters Score -162455 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -162575.984375 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -162576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -162715.765625 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -162715.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -162885.406250 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -162885.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -163134.671875 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -163134.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -163519.140625 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -163519.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -163810.453125 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -163810.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -163961.703125 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -163961.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -164066.609375 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -164066.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -164127.906250 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -164127.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -164192.234375 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -164192.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -164243.640625 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -164243.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -164299.312500 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -164299.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -164371.234375 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -164371.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -164443.093750 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -164443.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -164493.671875 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -164493.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -164520.078125 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -164520.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -164542.203125 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -164542.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -164562.968750 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -164563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -164589.984375 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -164590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -164636.921875 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -164636.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -164694.515625 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -164694.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -164772.515625 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -164772.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -164844.734375 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -164844.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -164881.062500 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -164881.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -164900.562500 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -164900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -164922.031250 Penalty: 2603.366943
	Iteration 30Q: 3 clusters Score -164922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -164940.890625 Penalty: 2603.366943
	Iteration 31Q: 3 clusters Score -164940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -164951.046875 Penalty: 2603.366943
	Iteration 32Q: 3 clusters Score -164951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -164955.640625 Penalty: 2603.366943
	Iteration 33Q: 3 clusters Score -164955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -164961.156250 Penalty: 2603.366943
	Iteration 34Q: 3 clusters Score -164961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -164962.687500 Penalty: 2603.366943
	Iteration 35Q: 3 clusters Score -164962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -164983.046875 Penalty: 2603.366943
	Iteration 36F: 3 clusters Score -164983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -164996.250000 Penalty: 2603.366943
	Iteration 37Q: 3 clusters Score -164996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165002.921875 Penalty: 2603.366943
	Iteration 38Q: 3 clusters Score -165002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -165008.984375 Penalty: 2603.366943
	Iteration 39Q: 3 clusters Score -165009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -165014.234375 Penalty: 2603.366943
	Iteration 40F: 3 clusters Score -165014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -165019.500000 Penalty: 2603.366943
	Iteration 41Q: 3 clusters Score -165019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -165025.234375 Penalty: 2603.366943
	Iteration 42Q: 3 clusters Score -165025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -165027.656250 Penalty: 2603.366943
	Iteration 43Q: 3 clusters Score -165027.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165032.312500 Penalty: 2603.366943
	Iteration 44Q: 3 clusters Score -165032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -165033.640625 Penalty: 2603.366943
	Iteration 45Q: 3 clusters Score -165033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -165033.640625 Penalty: 2603.366943
	Iteration 46F: 3 clusters Score -165033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 1024 members 
Entering Unmasked Estep 
Score: -12698098.000000 Penalty: 84375.257812
Splitting cluster 1 changes total score from -12697695.000000 to -12698098.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 2 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -662487.187500 Penalty: 1518.186157
	Iteration 0F: 2 clusters Score -662487.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -654473.500000 Penalty: 3036.372314
	Iteration 0F: 3 clusters Score -654473.5 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -657234.875000 Penalty: 3036.372314
	Iteration 1F: 3 clusters Score -657234.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -657731.312500 Penalty: 3036.372314
	Iteration 2F: 3 clusters Score -657731.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -658315.312500 Penalty: 3036.372314
	Iteration 3F: 3 clusters Score -658315.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -658978.750000 Penalty: 3036.372314
	Iteration 4F: 3 clusters Score -658978.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -659759.500000 Penalty: 3036.372314
	Iteration 5F: 3 clusters Score -659759.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -660544.812500 Penalty: 3036.372314
	Iteration 6F: 3 clusters Score -660544.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -661071.812500 Penalty: 3036.372314
	Iteration 7F: 3 clusters Score -661071.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -661349.937500 Penalty: 3036.372314
	Iteration 8Q: 3 clusters Score -661349.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -661507.625000 Penalty: 3036.372314
	Iteration 9Q: 3 clusters Score -661507.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -661593.875000 Penalty: 3036.372314
	Iteration 10Q: 3 clusters Score -661593.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -661653.687500 Penalty: 3036.372314
	Iteration 11Q: 3 clusters Score -661653.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -661699.625000 Penalty: 3036.372314
	Iteration 12Q: 3 clusters Score -661699.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -661723.562500 Penalty: 3036.372314
	Iteration 13Q: 3 clusters Score -661723.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -661743.312500 Penalty: 3036.372314
	Iteration 14Q: 3 clusters Score -661743.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -661758.625000 Penalty: 3036.372314
	Iteration 15Q: 3 clusters Score -661758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -661775.625000 Penalty: 3036.372314
	Iteration 16Q: 3 clusters Score -661775.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -661783.437500 Penalty: 3036.372314
	Iteration 17Q: 3 clusters Score -661783.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -661794.000000 Penalty: 3036.372314
	Iteration 18Q: 3 clusters Score -661794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -661804.000000 Penalty: 3036.372314
	Iteration 19Q: 3 clusters Score -661804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -661807.437500 Penalty: 3036.372314
	Iteration 20F: 3 clusters Score -661807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -661811.312500 Penalty: 3036.372314
	Iteration 21Q: 3 clusters Score -661811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -661816.937500 Penalty: 3036.372314
	Iteration 22Q: 3 clusters Score -661816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -661819.687500 Penalty: 3036.372314
	Iteration 23Q: 3 clusters Score -661819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -661821.812500 Penalty: 3036.372314
	Iteration 24Q: 3 clusters Score -661821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -661826.000000 Penalty: 3036.372314
	Iteration 25Q: 3 clusters Score -661826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -661828.937500 Penalty: 3036.372314
	Iteration 26Q: 3 clusters Score -661828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -661831.125000 Penalty: 3036.372314
	Iteration 27Q: 3 clusters Score -661831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -661832.312500 Penalty: 3036.372314
	Iteration 28Q: 3 clusters Score -661832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -661833.062500 Penalty: 3036.372314
	Iteration 29Q: 3 clusters Score -661833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -661834.875000 Penalty: 3036.372314
	Iteration 30Q: 3 clusters Score -661834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -661834.562500 Penalty: 3036.372314
	Iteration 31Q: 3 clusters Score -661834.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -661836.875000 Penalty: 3036.372314
	Iteration 32Q: 3 clusters Score -661836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -661837.750000 Penalty: 3036.372314
	Iteration 33Q: 3 clusters Score -661837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -661839.250000 Penalty: 3036.372314
	Iteration 34Q: 3 clusters Score -661839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -661841.000000 Penalty: 3036.372314
	Iteration 35Q: 3 clusters Score -661841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -661841.250000 Penalty: 3036.372314
	Iteration 36Q: 3 clusters Score -661841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -661840.750000 Penalty: 3036.372314
	Iteration 37Q: 3 clusters Score -661840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -661841.812500 Penalty: 3036.372314
	Iteration 38Q: 3 clusters Score -661841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -661842.562500 Penalty: 3036.372314
	Iteration 39Q: 3 clusters Score -661842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -661842.562500 Penalty: 3036.372314
	Iteration 40F: 3 clusters Score -661842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Entering Unmasked Estep 
Score: -741714.687500 Penalty: 1529.591919
	Iteration 0F: 2 clusters Score -741714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -733039.562500 Penalty: 3059.183838
	Iteration 0F: 3 clusters Score -733039.6 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -736031.000000 Penalty: 3059.183838
	Iteration 1F: 3 clusters Score -736031 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -736453.000000 Penalty: 3059.183838
	Iteration 2F: 3 clusters Score -736453 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -736911.375000 Penalty: 3059.183838
	Iteration 3F: 3 clusters Score -736911.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -737358.500000 Penalty: 3059.183838
	Iteration 4F: 3 clusters Score -737358.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -737766.375000 Penalty: 3059.183838
	Iteration 5F: 3 clusters Score -737766.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -738122.000000 Penalty: 3059.183838
	Iteration 6Q: 3 clusters Score -738122 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -738456.562500 Penalty: 3059.183838
	Iteration 7Q: 3 clusters Score -738456.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -738758.375000 Penalty: 3059.183838
	Iteration 8Q: 3 clusters Score -738758.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -739016.750000 Penalty: 3059.183838
	Iteration 9Q: 3 clusters Score -739016.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -739223.062500 Penalty: 3059.183838
	Iteration 10Q: 3 clusters Score -739223.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -739370.250000 Penalty: 3059.183838
	Iteration 11Q: 3 clusters Score -739370.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -739496.750000 Penalty: 3059.183838
	Iteration 12Q: 3 clusters Score -739496.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -739608.187500 Penalty: 3059.183838
	Iteration 13Q: 3 clusters Score -739608.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -739714.687500 Penalty: 3059.183838
	Iteration 14Q: 3 clusters Score -739714.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -739820.875000 Penalty: 3059.183838
	Iteration 15Q: 3 clusters Score -739820.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -739929.875000 Penalty: 3059.183838
	Iteration 16Q: 3 clusters Score -739929.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -740034.187500 Penalty: 3059.183838
	Iteration 17Q: 3 clusters Score -740034.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -740139.187500 Penalty: 3059.183838
	Iteration 18Q: 3 clusters Score -740139.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -740226.375000 Penalty: 3059.183838
	Iteration 19Q: 3 clusters Score -740226.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -740277.187500 Penalty: 3059.183838
	Iteration 20F: 3 clusters Score -740277.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -740325.062500 Penalty: 3059.183838
	Iteration 21Q: 3 clusters Score -740325.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -740368.062500 Penalty: 3059.183838
	Iteration 22Q: 3 clusters Score -740368.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -740409.500000 Penalty: 3059.183838
	Iteration 23Q: 3 clusters Score -740409.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -740453.562500 Penalty: 3059.183838
	Iteration 24Q: 3 clusters Score -740453.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -740510.187500 Penalty: 3059.183838
	Iteration 25Q: 3 clusters Score -740510.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -740551.062500 Penalty: 3059.183838
	Iteration 26Q: 3 clusters Score -740551.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -740579.687500 Penalty: 3059.183838
	Iteration 27Q: 3 clusters Score -740579.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -740606.812500 Penalty: 3059.183838
	Iteration 28Q: 3 clusters Score -740606.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -740633.750000 Penalty: 3059.183838
	Iteration 29Q: 3 clusters Score -740633.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -740654.875000 Penalty: 3059.183838
	Iteration 30Q: 3 clusters Score -740654.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -740672.625000 Penalty: 3059.183838
	Iteration 31Q: 3 clusters Score -740672.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -740694.937500 Penalty: 3059.183838
	Iteration 32Q: 3 clusters Score -740694.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -740710.875000 Penalty: 3059.183838
	Iteration 33Q: 3 clusters Score -740710.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -740722.375000 Penalty: 3059.183838
	Iteration 34Q: 3 clusters Score -740722.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -740727.875000 Penalty: 3059.183838
	Iteration 35Q: 3 clusters Score -740727.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -740730.562500 Penalty: 3059.183838
	Iteration 36Q: 3 clusters Score -740730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -740731.500000 Penalty: 3059.183838
	Iteration 37Q: 3 clusters Score -740731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -740732.312500 Penalty: 3059.183838
	Iteration 38Q: 3 clusters Score -740732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -740732.687500 Penalty: 3059.183838
	Iteration 39Q: 3 clusters Score -740732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -740736.437500 Penalty: 3059.183838
	Iteration 40F: 3 clusters Score -740736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -740738.562500 Penalty: 3059.183838
	Iteration 41Q: 3 clusters Score -740738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -740741.562500 Penalty: 3059.183838
	Iteration 42Q: 3 clusters Score -740741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -740744.500000 Penalty: 3059.183838
	Iteration 43Q: 3 clusters Score -740744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -740745.562500 Penalty: 3059.183838
	Iteration 44Q: 3 clusters Score -740745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -740749.250000 Penalty: 3059.183838
	Iteration 45Q: 3 clusters Score -740749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -740750.187500 Penalty: 3059.183838
	Iteration 46Q: 3 clusters Score -740750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -740750.500000 Penalty: 3059.183838
	Iteration 47Q: 3 clusters Score -740750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -740750.500000 Penalty: 3059.183838
	Iteration 48F: 3 clusters Score -740750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -323559.625000 Penalty: 1400.415649
	Iteration 0F: 2 clusters Score -323559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -319266.906250 Penalty: 2800.831299
	Iteration 0F: 3 clusters Score -319266.9 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -320465.250000 Penalty: 2800.831299
	Iteration 1F: 3 clusters Score -320465.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -320652.312500 Penalty: 2800.831299
	Iteration 2F: 3 clusters Score -320652.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -320796.593750 Penalty: 2800.831299
	Iteration 3F: 3 clusters Score -320796.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -320953.562500 Penalty: 2800.831299
	Iteration 4F: 3 clusters Score -320953.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -321148.437500 Penalty: 2800.831299
	Iteration 5F: 3 clusters Score -321148.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -321330.437500 Penalty: 2800.831299
	Iteration 6F: 3 clusters Score -321330.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -321488.406250 Penalty: 2800.831299
	Iteration 7Q: 3 clusters Score -321488.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321653.312500 Penalty: 2800.831299
	Iteration 8Q: 3 clusters Score -321653.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -321817.750000 Penalty: 2800.831299
	Iteration 9Q: 3 clusters Score -321817.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -321953.250000 Penalty: 2800.831299
	Iteration 10Q: 3 clusters Score -321953.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -322050.625000 Penalty: 2800.831299
	Iteration 11Q: 3 clusters Score -322050.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -322114.312500 Penalty: 2800.831299
	Iteration 12Q: 3 clusters Score -322114.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -322140.468750 Penalty: 2800.831299
	Iteration 13Q: 3 clusters Score -322140.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -322163.093750 Penalty: 2800.831299
	Iteration 14Q: 3 clusters Score -322163.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -322178.406250 Penalty: 2800.831299
	Iteration 15Q: 3 clusters Score -322178.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -322190.937500 Penalty: 2800.831299
	Iteration 16Q: 3 clusters Score -322190.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -322200.656250 Penalty: 2800.831299
	Iteration 17Q: 3 clusters Score -322200.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -322209.375000 Penalty: 2800.831299
	Iteration 18Q: 3 clusters Score -322209.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -322220.187500 Penalty: 2800.831299
	Iteration 19Q: 3 clusters Score -322220.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -322226.593750 Penalty: 2800.831299
	Iteration 20F: 3 clusters Score -322226.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -322232.968750 Penalty: 2800.831299
	Iteration 21Q: 3 clusters Score -322233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -322238.968750 Penalty: 2800.831299
	Iteration 22Q: 3 clusters Score -322239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -322241.656250 Penalty: 2800.831299
	Iteration 23Q: 3 clusters Score -322241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -322243.375000 Penalty: 2800.831299
	Iteration 24Q: 3 clusters Score -322243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322244.375000 Penalty: 2800.831299
	Iteration 25Q: 3 clusters Score -322244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322244.343750 Penalty: 2800.831299
	Iteration 26Q: 3 clusters Score -322244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -322244.343750 Penalty: 2800.831299
	Iteration 27F: 3 clusters Score -322244.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Entering Unmasked Estep 
Score: -599775.812500 Penalty: 1498.859375
	Iteration 0F: 2 clusters Score -599775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -592494.562500 Penalty: 2997.718750
	Iteration 0F: 3 clusters Score -592494.6 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -594947.875000 Penalty: 2997.718750
	Iteration 1F: 3 clusters Score -594947.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -595307.000000 Penalty: 2997.718750
	Iteration 2F: 3 clusters Score -595307 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -595699.625000 Penalty: 2997.718750
	Iteration 3F: 3 clusters Score -595699.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -596115.937500 Penalty: 2997.718750
	Iteration 4F: 3 clusters Score -596115.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -596587.562500 Penalty: 2997.718750
	Iteration 5F: 3 clusters Score -596587.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -597062.312500 Penalty: 2997.718750
	Iteration 6F: 3 clusters Score -597062.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -597434.437500 Penalty: 2997.718750
	Iteration 7F: 3 clusters Score -597434.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -597745.562500 Penalty: 2997.718750
	Iteration 8Q: 3 clusters Score -597745.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -597991.562500 Penalty: 2997.718750
	Iteration 9Q: 3 clusters Score -597991.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -598197.125000 Penalty: 2997.718750
	Iteration 10Q: 3 clusters Score -598197.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -598348.375000 Penalty: 2997.718750
	Iteration 11Q: 3 clusters Score -598348.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -598492.312500 Penalty: 2997.718750
	Iteration 12Q: 3 clusters Score -598492.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -598596.875000 Penalty: 2997.718750
	Iteration 13Q: 3 clusters Score -598596.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -598651.187500 Penalty: 2997.718750
	Iteration 14Q: 3 clusters Score -598651.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -598704.312500 Penalty: 2997.718750
	Iteration 15Q: 3 clusters Score -598704.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -598743.375000 Penalty: 2997.718750
	Iteration 16Q: 3 clusters Score -598743.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -598790.000000 Penalty: 2997.718750
	Iteration 17Q: 3 clusters Score -598790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -598839.250000 Penalty: 2997.718750
	Iteration 18Q: 3 clusters Score -598839.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -598883.625000 Penalty: 2997.718750
	Iteration 19Q: 3 clusters Score -598883.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -598920.875000 Penalty: 2997.718750
	Iteration 20F: 3 clusters Score -598920.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -598957.562500 Penalty: 2997.718750
	Iteration 21Q: 3 clusters Score -598957.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -598988.562500 Penalty: 2997.718750
	Iteration 22Q: 3 clusters Score -598988.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -599007.250000 Penalty: 2997.718750
	Iteration 23Q: 3 clusters Score -599007.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -599021.687500 Penalty: 2997.718750
	Iteration 24Q: 3 clusters Score -599021.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -599030.312500 Penalty: 2997.718750
	Iteration 25Q: 3 clusters Score -599030.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -599035.875000 Penalty: 2997.718750
	Iteration 26Q: 3 clusters Score -599035.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -599039.312500 Penalty: 2997.718750
	Iteration 27Q: 3 clusters Score -599039.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -599042.375000 Penalty: 2997.718750
	Iteration 28Q: 3 clusters Score -599042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -599044.312500 Penalty: 2997.718750
	Iteration 29Q: 3 clusters Score -599044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -599043.437500 Penalty: 2997.718750
	Iteration 30Q: 3 clusters Score -599043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -599048.250000 Penalty: 2997.718750
	Iteration 31Q: 3 clusters Score -599048.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -599049.437500 Penalty: 2997.718750
	Iteration 32Q: 3 clusters Score -599049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -599048.312500 Penalty: 2997.718750
	Iteration 33Q: 3 clusters Score -599048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -599049.375000 Penalty: 2997.718750
	Iteration 34Q: 3 clusters Score -599049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -599049.125000 Penalty: 2997.718750
	Iteration 35Q: 3 clusters Score -599049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -599049.125000 Penalty: 2997.718750
	Iteration 36F: 3 clusters Score -599049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Entering Unmasked Estep 
Score: -755891.562500 Penalty: 1540.323853
	Iteration 0F: 2 clusters Score -755891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -746726.312500 Penalty: 3080.647705
	Iteration 0F: 3 clusters Score -746726.3 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -749696.875000 Penalty: 3080.647705
	Iteration 1F: 3 clusters Score -749696.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -749966.250000 Penalty: 3080.647705
	Iteration 2F: 3 clusters Score -749966.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -750229.625000 Penalty: 3080.647705
	Iteration 3Q: 3 clusters Score -750229.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -750480.312500 Penalty: 3080.647705
	Iteration 4Q: 3 clusters Score -750480.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -750720.937500 Penalty: 3080.647705
	Iteration 5Q: 3 clusters Score -750720.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -751005.875000 Penalty: 3080.647705
	Iteration 6Q: 3 clusters Score -751005.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -751344.750000 Penalty: 3080.647705
	Iteration 7Q: 3 clusters Score -751344.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -751731.250000 Penalty: 3080.647705
	Iteration 8Q: 3 clusters Score -751731.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -752164.125000 Penalty: 3080.647705
	Iteration 9Q: 3 clusters Score -752164.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -752611.750000 Penalty: 3080.647705
	Iteration 10Q: 3 clusters Score -752611.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -753083.125000 Penalty: 3080.647705
	Iteration 11Q: 3 clusters Score -753083.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -753458.875000 Penalty: 3080.647705
	Iteration 12Q: 3 clusters Score -753458.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -753735.625000 Penalty: 3080.647705
	Iteration 13Q: 3 clusters Score -753735.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -753956.750000 Penalty: 3080.647705
	Iteration 14Q: 3 clusters Score -753956.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -754154.062500 Penalty: 3080.647705
	Iteration 15Q: 3 clusters Score -754154.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -754286.062500 Penalty: 3080.647705
	Iteration 16Q: 3 clusters Score -754286.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -754358.437500 Penalty: 3080.647705
	Iteration 17Q: 3 clusters Score -754358.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -754414.937500 Penalty: 3080.647705
	Iteration 18Q: 3 clusters Score -754414.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -754462.250000 Penalty: 3080.647705
	Iteration 19Q: 3 clusters Score -754462.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -754495.750000 Penalty: 3080.647705
	Iteration 20F: 3 clusters Score -754495.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -754517.437500 Penalty: 3080.647705
	Iteration 21Q: 3 clusters Score -754517.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -754537.750000 Penalty: 3080.647705
	Iteration 22Q: 3 clusters Score -754537.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -754555.937500 Penalty: 3080.647705
	Iteration 23Q: 3 clusters Score -754555.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -754571.875000 Penalty: 3080.647705
	Iteration 24Q: 3 clusters Score -754571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -754583.625000 Penalty: 3080.647705
	Iteration 25Q: 3 clusters Score -754583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -754590.687500 Penalty: 3080.647705
	Iteration 26Q: 3 clusters Score -754590.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -754600.000000 Penalty: 3080.647705
	Iteration 27Q: 3 clusters Score -754600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -754606.562500 Penalty: 3080.647705
	Iteration 28Q: 3 clusters Score -754606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -754612.562500 Penalty: 3080.647705
	Iteration 29Q: 3 clusters Score -754612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -754618.000000 Penalty: 3080.647705
	Iteration 30Q: 3 clusters Score -754618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -754619.187500 Penalty: 3080.647705
	Iteration 31Q: 3 clusters Score -754619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -754620.250000 Penalty: 3080.647705
	Iteration 32Q: 3 clusters Score -754620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -754622.437500 Penalty: 3080.647705
	Iteration 33Q: 3 clusters Score -754622.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -754626.437500 Penalty: 3080.647705
	Iteration 34Q: 3 clusters Score -754626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -754626.062500 Penalty: 3080.647705
	Iteration 35Q: 3 clusters Score -754626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -754626.062500 Penalty: 3080.647705
	Iteration 36F: 3 clusters Score -754626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Entering Unmasked Estep 
Score: -486026.625000 Penalty: 1466.362549
	Iteration 0F: 2 clusters Score -486026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -479967.687500 Penalty: 2932.725098
	Iteration 0F: 3 clusters Score -479967.7 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -481899.031250 Penalty: 2932.725098
	Iteration 1F: 3 clusters Score -481899 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -482188.218750 Penalty: 2932.725098
	Iteration 2F: 3 clusters Score -482188.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -482388.937500 Penalty: 2932.725098
	Iteration 3F: 3 clusters Score -482388.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -482602.750000 Penalty: 2932.725098
	Iteration 4Q: 3 clusters Score -482602.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -482874.687500 Penalty: 2932.725098
	Iteration 5F: 3 clusters Score -482874.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -483180.843750 Penalty: 2932.725098
	Iteration 6F: 3 clusters Score -483180.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -483448.562500 Penalty: 2932.725098
	Iteration 7F: 3 clusters Score -483448.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -483694.312500 Penalty: 2932.725098
	Iteration 8Q: 3 clusters Score -483694.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -483951.156250 Penalty: 2932.725098
	Iteration 9Q: 3 clusters Score -483951.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -484164.218750 Penalty: 2932.725098
	Iteration 10Q: 3 clusters Score -484164.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -484382.281250 Penalty: 2932.725098
	Iteration 11Q: 3 clusters Score -484382.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -484563.531250 Penalty: 2932.725098
	Iteration 12Q: 3 clusters Score -484563.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -484728.625000 Penalty: 2932.725098
	Iteration 13Q: 3 clusters Score -484728.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -484873.968750 Penalty: 2932.725098
	Iteration 14Q: 3 clusters Score -484874 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -484987.625000 Penalty: 2932.725098
	Iteration 15Q: 3 clusters Score -484987.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -485066.406250 Penalty: 2932.725098
	Iteration 16Q: 3 clusters Score -485066.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -485142.625000 Penalty: 2932.725098
	Iteration 17Q: 3 clusters Score -485142.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -485208.062500 Penalty: 2932.725098
	Iteration 18Q: 3 clusters Score -485208.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -485249.718750 Penalty: 2932.725098
	Iteration 19Q: 3 clusters Score -485249.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -485282.156250 Penalty: 2932.725098
	Iteration 20F: 3 clusters Score -485282.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -485313.093750 Penalty: 2932.725098
	Iteration 21Q: 3 clusters Score -485313.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -485335.343750 Penalty: 2932.725098
	Iteration 22Q: 3 clusters Score -485335.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -485352.031250 Penalty: 2932.725098
	Iteration 23Q: 3 clusters Score -485352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -485371.281250 Penalty: 2932.725098
	Iteration 24Q: 3 clusters Score -485371.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -485381.781250 Penalty: 2932.725098
	Iteration 25Q: 3 clusters Score -485381.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -485391.968750 Penalty: 2932.725098
	Iteration 26Q: 3 clusters Score -485392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -485399.218750 Penalty: 2932.725098
	Iteration 27Q: 3 clusters Score -485399.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -485405.187500 Penalty: 2932.725098
	Iteration 28Q: 3 clusters Score -485405.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -485413.968750 Penalty: 2932.725098
	Iteration 29Q: 3 clusters Score -485414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -485424.843750 Penalty: 2932.725098
	Iteration 30Q: 3 clusters Score -485424.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -485433.468750 Penalty: 2932.725098
	Iteration 31Q: 3 clusters Score -485433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -485445.281250 Penalty: 2932.725098
	Iteration 32Q: 3 clusters Score -485445.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -485455.468750 Penalty: 2932.725098
	Iteration 33Q: 3 clusters Score -485455.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -485462.031250 Penalty: 2932.725098
	Iteration 34Q: 3 clusters Score -485462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -485466.687500 Penalty: 2932.725098
	Iteration 35Q: 3 clusters Score -485466.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -485471.875000 Penalty: 2932.725098
	Iteration 36Q: 3 clusters Score -485471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -485474.656250 Penalty: 2932.725098
	Iteration 37Q: 3 clusters Score -485474.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -485476.375000 Penalty: 2932.725098
	Iteration 38Q: 3 clusters Score -485476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -485477.125000 Penalty: 2932.725098
	Iteration 39Q: 3 clusters Score -485477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -485478.343750 Penalty: 2932.725098
	Iteration 40F: 3 clusters Score -485478.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -485479.781250 Penalty: 2932.725098
	Iteration 41Q: 3 clusters Score -485479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -485479.968750 Penalty: 2932.725098
	Iteration 42Q: 3 clusters Score -485480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -485480.093750 Penalty: 2932.725098
	Iteration 43Q: 3 clusters Score -485480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -485479.906250 Penalty: 2932.725098
	Iteration 44Q: 3 clusters Score -485479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -485481.093750 Penalty: 2932.725098
	Iteration 45Q: 3 clusters Score -485481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -485479.687500 Penalty: 2932.725098
	Iteration 46Q: 3 clusters Score -485479.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -485479.687500 Penalty: 2932.725098
	Iteration 47F: 3 clusters Score -485479.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Entering Unmasked Estep 
Score: -1049317.125000 Penalty: 1595.333862
	Iteration 0F: 2 clusters Score -1049317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1036813.312500 Penalty: 3190.667725
	Iteration 0F: 3 clusters Score -1036813 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1041827.250000 Penalty: 3190.667725
	Iteration 1F: 3 clusters Score -1041827 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1042916.125000 Penalty: 3190.667725
	Iteration 2F: 3 clusters Score -1042916 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1044181.312500 Penalty: 3190.667725
	Iteration 3F: 3 clusters Score -1044181 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1045247.812500 Penalty: 3190.667725
	Iteration 4F: 3 clusters Score -1045248 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1045984.000000 Penalty: 3190.667725
	Iteration 5F: 3 clusters Score -1045984 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1046458.750000 Penalty: 3190.667725
	Iteration 6Q: 3 clusters Score -1046459 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1046810.000000 Penalty: 3190.667725
	Iteration 7Q: 3 clusters Score -1046810 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1047025.500000 Penalty: 3190.667725
	Iteration 8Q: 3 clusters Score -1047026 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1047182.687500 Penalty: 3190.667725
	Iteration 9Q: 3 clusters Score -1047183 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1047335.500000 Penalty: 3190.667725
	Iteration 10Q: 3 clusters Score -1047336 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1047497.062500 Penalty: 3190.667725
	Iteration 11Q: 3 clusters Score -1047497 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1047644.437500 Penalty: 3190.667725
	Iteration 12Q: 3 clusters Score -1047644 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1047804.750000 Penalty: 3190.667725
	Iteration 13Q: 3 clusters Score -1047805 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1047973.312500 Penalty: 3190.667725
	Iteration 14Q: 3 clusters Score -1047973 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1048155.812500 Penalty: 3190.667725
	Iteration 15Q: 3 clusters Score -1048156 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1048320.000000 Penalty: 3190.667725
	Iteration 16Q: 3 clusters Score -1048320 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1048493.125000 Penalty: 3190.667725
	Iteration 17Q: 3 clusters Score -1048493 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1048668.500000 Penalty: 3190.667725
	Iteration 18Q: 3 clusters Score -1048668 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1048813.375000 Penalty: 3190.667725
	Iteration 19Q: 3 clusters Score -1048813 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1048909.125000 Penalty: 3190.667725
	Iteration 20F: 3 clusters Score -1048909 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1048978.375000 Penalty: 3190.667725
	Iteration 21Q: 3 clusters Score -1048978 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1049030.125000 Penalty: 3190.667725
	Iteration 22Q: 3 clusters Score -1049030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1049082.875000 Penalty: 3190.667725
	Iteration 23Q: 3 clusters Score -1049083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1049110.625000 Penalty: 3190.667725
	Iteration 24Q: 3 clusters Score -1049111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1049128.375000 Penalty: 3190.667725
	Iteration 25Q: 3 clusters Score -1049128 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1049140.250000 Penalty: 3190.667725
	Iteration 26Q: 3 clusters Score -1049140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1049150.750000 Penalty: 3190.667725
	Iteration 27Q: 3 clusters Score -1049151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1049153.625000 Penalty: 3190.667725
	Iteration 28Q: 3 clusters Score -1049154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1049157.375000 Penalty: 3190.667725
	Iteration 29Q: 3 clusters Score -1049157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1049160.625000 Penalty: 3190.667725
	Iteration 30Q: 3 clusters Score -1049161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1049162.375000 Penalty: 3190.667725
	Iteration 31Q: 3 clusters Score -1049162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1049169.750000 Penalty: 3190.667725
	Iteration 32Q: 3 clusters Score -1049170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1049173.125000 Penalty: 3190.667725
	Iteration 33Q: 3 clusters Score -1049173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1049170.750000 Penalty: 3190.667725
	Iteration 34Q: 3 clusters Score -1049171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1049173.000000 Penalty: 3190.667725
	Iteration 35Q: 3 clusters Score -1049173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1049173.875000 Penalty: 3190.667725
	Iteration 36Q: 3 clusters Score -1049174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1049174.375000 Penalty: 3190.667725
	Iteration 37Q: 3 clusters Score -1049174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1049177.000000 Penalty: 3190.667725
	Iteration 38Q: 3 clusters Score -1049177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1049177.250000 Penalty: 3190.667725
	Iteration 39Q: 3 clusters Score -1049177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1049178.000000 Penalty: 3190.667725
	Iteration 40F: 3 clusters Score -1049178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1049179.250000 Penalty: 3190.667725
	Iteration 41Q: 3 clusters Score -1049179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1049177.500000 Penalty: 3190.667725
	Iteration 42Q: 3 clusters Score -1049178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1049179.250000 Penalty: 3190.667725
	Iteration 43Q: 3 clusters Score -1049179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1049178.750000 Penalty: 3190.667725
	Iteration 44Q: 3 clusters Score -1049179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1049178.750000 Penalty: 3190.667725
	Iteration 45Q: 3 clusters Score -1049179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1049178.875000 Penalty: 3190.667725
	Iteration 46Q: 3 clusters Score -1049179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1049178.000000 Penalty: 3190.667725
	Iteration 47Q: 3 clusters Score -1049178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1049177.625000 Penalty: 3190.667725
	Iteration 48Q: 3 clusters Score -1049178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1049178.750000 Penalty: 3190.667725
	Iteration 49Q: 3 clusters Score -1049179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1049180.875000 Penalty: 3190.667725
	Iteration 50Q: 3 clusters Score -1049181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1049181.750000 Penalty: 3190.667725
	Iteration 51Q: 3 clusters Score -1049182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1049181.500000 Penalty: 3190.667725
	Iteration 52Q: 3 clusters Score -1049182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1049179.500000 Penalty: 3190.667725
	Iteration 53Q: 3 clusters Score -1049180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1049181.125000 Penalty: 3190.667725
	Iteration 54Q: 3 clusters Score -1049181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1049180.875000 Penalty: 3190.667725
	Iteration 55Q: 3 clusters Score -1049181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1049181.875000 Penalty: 3190.667725
	Iteration 56Q: 3 clusters Score -1049182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1049181.125000 Penalty: 3190.667725
	Iteration 57Q: 3 clusters Score -1049181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1049181.125000 Penalty: 3190.667725
	Iteration 58F: 3 clusters Score -1049181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Entering Unmasked Estep 
Score: -1529358.750000 Penalty: 1650.343018
	Iteration 0F: 2 clusters Score -1529359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1511898.625000 Penalty: 3300.686035
	Iteration 0F: 3 clusters Score -1511899 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1518460.000000 Penalty: 3300.686035
	Iteration 1F: 3 clusters Score -1518460 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1518925.750000 Penalty: 3300.686035
	Iteration 2Q: 3 clusters Score -1518926 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1519468.750000 Penalty: 3300.686035
	Iteration 3Q: 3 clusters Score -1519469 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1520129.875000 Penalty: 3300.686035
	Iteration 4Q: 3 clusters Score -1520130 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1521155.500000 Penalty: 3300.686035
	Iteration 5F: 3 clusters Score -1521156 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1522493.750000 Penalty: 3300.686035
	Iteration 6F: 3 clusters Score -1522494 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -1524016.125000 Penalty: 3300.686035
	Iteration 7F: 3 clusters Score -1524016 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -1525480.750000 Penalty: 3300.686035
	Iteration 8F: 3 clusters Score -1525481 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -1526613.000000 Penalty: 3300.686035
	Iteration 9Q: 3 clusters Score -1526613 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -1527317.625000 Penalty: 3300.686035
	Iteration 10Q: 3 clusters Score -1527318 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -1527642.625000 Penalty: 3300.686035
	Iteration 11Q: 3 clusters Score -1527643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -1527798.500000 Penalty: 3300.686035
	Iteration 12Q: 3 clusters Score -1527798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1527898.000000 Penalty: 3300.686035
	Iteration 13Q: 3 clusters Score -1527898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1527944.250000 Penalty: 3300.686035
	Iteration 14Q: 3 clusters Score -1527944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1527973.000000 Penalty: 3300.686035
	Iteration 15Q: 3 clusters Score -1527973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -1527986.875000 Penalty: 3300.686035
	Iteration 16Q: 3 clusters Score -1527987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1527992.750000 Penalty: 3300.686035
	Iteration 17Q: 3 clusters Score -1527993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -1528001.000000 Penalty: 3300.686035
	Iteration 18Q: 3 clusters Score -1528001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1528006.250000 Penalty: 3300.686035
	Iteration 19Q: 3 clusters Score -1528006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -1528008.000000 Penalty: 3300.686035
	Iteration 20F: 3 clusters Score -1528008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -1528009.875000 Penalty: 3300.686035
	Iteration 21Q: 3 clusters Score -1528010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -1528009.250000 Penalty: 3300.686035
	Iteration 22Q: 3 clusters Score -1528009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -1528009.250000 Penalty: 3300.686035
	Iteration 23F: 3 clusters Score -1528009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Entering Unmasked Estep 
Score: -748892.437500 Penalty: 1535.354126
	Iteration 0F: 2 clusters Score -748892.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -740022.437500 Penalty: 3070.708252
	Iteration 0F: 3 clusters Score -740022.4 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -743750.312500 Penalty: 3070.708252
	Iteration 1F: 3 clusters Score -743750.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -744729.312500 Penalty: 3070.708252
	Iteration 2F: 3 clusters Score -744729.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -745581.875000 Penalty: 3070.708252
	Iteration 3F: 3 clusters Score -745581.9 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -746174.125000 Penalty: 3070.708252
	Iteration 4F: 3 clusters Score -746174.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -746619.062500 Penalty: 3070.708252
	Iteration 5F: 3 clusters Score -746619.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -746925.500000 Penalty: 3070.708252
	Iteration 6Q: 3 clusters Score -746925.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -747137.687500 Penalty: 3070.708252
	Iteration 7Q: 3 clusters Score -747137.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -747308.000000 Penalty: 3070.708252
	Iteration 8Q: 3 clusters Score -747308 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -747461.187500 Penalty: 3070.708252
	Iteration 9Q: 3 clusters Score -747461.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -747593.937500 Penalty: 3070.708252
	Iteration 10Q: 3 clusters Score -747593.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -747693.312500 Penalty: 3070.708252
	Iteration 11Q: 3 clusters Score -747693.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -747767.687500 Penalty: 3070.708252
	Iteration 12Q: 3 clusters Score -747767.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -747833.500000 Penalty: 3070.708252
	Iteration 13Q: 3 clusters Score -747833.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -747873.625000 Penalty: 3070.708252
	Iteration 14Q: 3 clusters Score -747873.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -747922.625000 Penalty: 3070.708252
	Iteration 15Q: 3 clusters Score -747922.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -747958.687500 Penalty: 3070.708252
	Iteration 16Q: 3 clusters Score -747958.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -748005.312500 Penalty: 3070.708252
	Iteration 17Q: 3 clusters Score -748005.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -748037.125000 Penalty: 3070.708252
	Iteration 18Q: 3 clusters Score -748037.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -748059.625000 Penalty: 3070.708252
	Iteration 19Q: 3 clusters Score -748059.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -748076.062500 Penalty: 3070.708252
	Iteration 20F: 3 clusters Score -748076.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -748094.375000 Penalty: 3070.708252
	Iteration 21Q: 3 clusters Score -748094.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -748114.562500 Penalty: 3070.708252
	Iteration 22Q: 3 clusters Score -748114.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -748130.562500 Penalty: 3070.708252
	Iteration 23Q: 3 clusters Score -748130.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -748139.125000 Penalty: 3070.708252
	Iteration 24Q: 3 clusters Score -748139.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -748151.187500 Penalty: 3070.708252
	Iteration 25Q: 3 clusters Score -748151.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -748159.750000 Penalty: 3070.708252
	Iteration 26Q: 3 clusters Score -748159.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -748169.812500 Penalty: 3070.708252
	Iteration 27Q: 3 clusters Score -748169.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -748178.187500 Penalty: 3070.708252
	Iteration 28Q: 3 clusters Score -748178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -748189.375000 Penalty: 3070.708252
	Iteration 29Q: 3 clusters Score -748189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -748198.000000 Penalty: 3070.708252
	Iteration 30Q: 3 clusters Score -748198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -748207.437500 Penalty: 3070.708252
	Iteration 31Q: 3 clusters Score -748207.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -748216.062500 Penalty: 3070.708252
	Iteration 32Q: 3 clusters Score -748216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -748226.750000 Penalty: 3070.708252
	Iteration 33Q: 3 clusters Score -748226.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -748234.875000 Penalty: 3070.708252
	Iteration 34Q: 3 clusters Score -748234.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -748240.812500 Penalty: 3070.708252
	Iteration 35Q: 3 clusters Score -748240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -748240.875000 Penalty: 3070.708252
	Iteration 36Q: 3 clusters Score -748240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -748242.500000 Penalty: 3070.708252
	Iteration 37Q: 3 clusters Score -748242.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -748245.875000 Penalty: 3070.708252
	Iteration 38Q: 3 clusters Score -748245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -748248.437500 Penalty: 3070.708252
	Iteration 39Q: 3 clusters Score -748248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -748250.312500 Penalty: 3070.708252
	Iteration 40F: 3 clusters Score -748250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -748253.625000 Penalty: 3070.708252
	Iteration 41Q: 3 clusters Score -748253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -748256.312500 Penalty: 3070.708252
	Iteration 42Q: 3 clusters Score -748256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -748259.125000 Penalty: 3070.708252
	Iteration 43Q: 3 clusters Score -748259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -748258.625000 Penalty: 3070.708252
	Iteration 44Q: 3 clusters Score -748258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -748258.625000 Penalty: 3070.708252
	Iteration 45F: 3 clusters Score -748258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -124230.921875 Penalty: 1283.612427
	Iteration 0F: 2 clusters Score -124230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -121764.554688 Penalty: 2567.224854
	Iteration 0F: 3 clusters Score -121764.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -122667.429688 Penalty: 2567.224854
	Iteration 1F: 3 clusters Score -122667.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -123148.320312 Penalty: 2567.224854
	Iteration 2F: 3 clusters Score -123148.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -123484.226562 Penalty: 2567.224854
	Iteration 3F: 3 clusters Score -123484.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -123688.218750 Penalty: 2567.224854
	Iteration 4F: 3 clusters Score -123688.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -123852.546875 Penalty: 2567.224854
	Iteration 5F: 3 clusters Score -123852.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -123943.468750 Penalty: 2567.224854
	Iteration 6Q: 3 clusters Score -123943.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -123991.289062 Penalty: 2567.224854
	Iteration 7Q: 3 clusters Score -123991.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124016.953125 Penalty: 2567.224854
	Iteration 8Q: 3 clusters Score -124017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -124039.492188 Penalty: 2567.224854
	Iteration 9Q: 3 clusters Score -124039.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124062.828125 Penalty: 2567.224854
	Iteration 10Q: 3 clusters Score -124062.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124092.484375 Penalty: 2567.224854
	Iteration 11Q: 3 clusters Score -124092.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124134.960938 Penalty: 2567.224854
	Iteration 12Q: 3 clusters Score -124135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124171.664062 Penalty: 2567.224854
	Iteration 13Q: 3 clusters Score -124171.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124200.398438 Penalty: 2567.224854
	Iteration 14Q: 3 clusters Score -124200.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -124222.984375 Penalty: 2567.224854
	Iteration 15Q: 3 clusters Score -124223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124229.554688 Penalty: 2567.224854
	Iteration 16Q: 3 clusters Score -124229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -124236.398438 Penalty: 2567.224854
	Iteration 17Q: 3 clusters Score -124236.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124241.843750 Penalty: 2567.224854
	Iteration 18Q: 3 clusters Score -124241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124247.273438 Penalty: 2567.224854
	Iteration 19Q: 3 clusters Score -124247.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124249.398438 Penalty: 2567.224854
	Iteration 20F: 3 clusters Score -124249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124250.554688 Penalty: 2567.224854
	Iteration 21Q: 3 clusters Score -124250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -124253.289062 Penalty: 2567.224854
	Iteration 22Q: 3 clusters Score -124253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124258.820312 Penalty: 2567.224854
	Iteration 23Q: 3 clusters Score -124258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124260.562500 Penalty: 2567.224854
	Iteration 24Q: 3 clusters Score -124260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124260.804688 Penalty: 2567.224854
	Iteration 25Q: 3 clusters Score -124260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124261.960938 Penalty: 2567.224854
	Iteration 26Q: 3 clusters Score -124262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124262.875000 Penalty: 2567.224854
	Iteration 27Q: 3 clusters Score -124262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124262.875000 Penalty: 2567.224854
	Iteration 28F: 3 clusters Score -124262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 4078 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 1024 members 
Mstep: Class 43 contains 407 members 
Entering Unmasked Estep 
Score: -12697428.000000 Penalty: 86384.187500
Splitting cluster 11 changes total score from -12697695.000000 to -12697428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60956.593750 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -60956.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59398.730469 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -59398.73 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -59713.960938 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -59713.96 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59826.339844 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -59826.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59918.820312 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -59918.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -59993.917969 Penalty: 2291.007812
	Iteration 4Q: 3 clusters Score -59993.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -60042.964844 Penalty: 2291.007812
	Iteration 5Q: 3 clusters Score -60042.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -60066.832031 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -60066.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60079.632812 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -60079.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -60086.507812 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -60086.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60090.527344 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -60090.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60093.304688 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -60093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60095.996094 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -60096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -60098.976562 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -60098.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -60104.203125 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -60104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60112.609375 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -60112.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -60118.328125 Penalty: 2291.007812
	Iteration 15Q: 3 clusters Score -60118.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -60122.792969 Penalty: 2291.007812
	Iteration 16Q: 3 clusters Score -60122.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60129.886719 Penalty: 2291.007812
	Iteration 17Q: 3 clusters Score -60129.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60138.003906 Penalty: 2291.007812
	Iteration 18Q: 3 clusters Score -60138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -60147.570312 Penalty: 2291.007812
	Iteration 19Q: 3 clusters Score -60147.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60161.117188 Penalty: 2291.007812
	Iteration 20F: 3 clusters Score -60161.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -60180.988281 Penalty: 2291.007812
	Iteration 21Q: 3 clusters Score -60180.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -60203.335938 Penalty: 2291.007812
	Iteration 22Q: 3 clusters Score -60203.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -60226.667969 Penalty: 2291.007812
	Iteration 23Q: 3 clusters Score -60226.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -60238.285156 Penalty: 2291.007812
	Iteration 24Q: 3 clusters Score -60238.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -60247.593750 Penalty: 2291.007812
	Iteration 25Q: 3 clusters Score -60247.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60253.226562 Penalty: 2291.007812
	Iteration 26Q: 3 clusters Score -60253.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -60255.394531 Penalty: 2291.007812
	Iteration 27Q: 3 clusters Score -60255.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -60256.390625 Penalty: 2291.007812
	Iteration 28Q: 3 clusters Score -60256.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -60256.390625 Penalty: 2291.007812
	Iteration 29F: 3 clusters Score -60256.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -16572.802734 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -16572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15615.448242 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -15615.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15733.058594 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -15733.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15795.771484 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -15795.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15815.998047 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -15816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15825.864258 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -15825.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15840.025391 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -15840.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15851.268555 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -15851.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15851.268555 Penalty: 1894.407349
	Iteration 7F: 3 clusters Score -15851.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Entering Unmasked Estep 
Score: -287726.343750 Penalty: 1391.134399
	Iteration 0F: 2 clusters Score -287726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -283563.281250 Penalty: 2782.268799
	Iteration 0F: 3 clusters Score -283563.3 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -284869.781250 Penalty: 2782.268799
	Iteration 1F: 3 clusters Score -284869.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -285147.312500 Penalty: 2782.268799
	Iteration 2F: 3 clusters Score -285147.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -285380.687500 Penalty: 2782.268799
	Iteration 3F: 3 clusters Score -285380.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -285575.625000 Penalty: 2782.268799
	Iteration 4F: 3 clusters Score -285575.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -285808.375000 Penalty: 2782.268799
	Iteration 5F: 3 clusters Score -285808.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -286095.531250 Penalty: 2782.268799
	Iteration 6F: 3 clusters Score -286095.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -286412.687500 Penalty: 2782.268799
	Iteration 7F: 3 clusters Score -286412.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -286678.906250 Penalty: 2782.268799
	Iteration 8Q: 3 clusters Score -286678.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -286839.312500 Penalty: 2782.268799
	Iteration 9Q: 3 clusters Score -286839.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -286943.718750 Penalty: 2782.268799
	Iteration 10Q: 3 clusters Score -286943.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -287064.406250 Penalty: 2782.268799
	Iteration 11Q: 3 clusters Score -287064.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -287191.343750 Penalty: 2782.268799
	Iteration 12Q: 3 clusters Score -287191.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -287351.562500 Penalty: 2782.268799
	Iteration 13Q: 3 clusters Score -287351.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -287496.906250 Penalty: 2782.268799
	Iteration 14Q: 3 clusters Score -287496.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -287598.500000 Penalty: 2782.268799
	Iteration 15Q: 3 clusters Score -287598.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -287648.000000 Penalty: 2782.268799
	Iteration 16Q: 3 clusters Score -287648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -287675.187500 Penalty: 2782.268799
	Iteration 17Q: 3 clusters Score -287675.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -287692.593750 Penalty: 2782.268799
	Iteration 18Q: 3 clusters Score -287692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -287698.125000 Penalty: 2782.268799
	Iteration 19Q: 3 clusters Score -287698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -287699.187500 Penalty: 2782.268799
	Iteration 20F: 3 clusters Score -287699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -287699.593750 Penalty: 2782.268799
	Iteration 21Q: 3 clusters Score -287699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -287699.593750 Penalty: 2782.268799
	Iteration 22F: 3 clusters Score -287699.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Entering Unmasked Estep 
Score: -227698.640625 Penalty: 1350.921387
	Iteration 0F: 2 clusters Score -227698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -224334.921875 Penalty: 2701.842773
	Iteration 0F: 3 clusters Score -224334.9 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -225451.546875 Penalty: 2701.842773
	Iteration 1F: 3 clusters Score -225451.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -225819.937500 Penalty: 2701.842773
	Iteration 2F: 3 clusters Score -225819.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -226208.937500 Penalty: 2701.842773
	Iteration 3F: 3 clusters Score -226208.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -226572.250000 Penalty: 2701.842773
	Iteration 4F: 3 clusters Score -226572.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -226867.453125 Penalty: 2701.842773
	Iteration 5F: 3 clusters Score -226867.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -227114.796875 Penalty: 2701.842773
	Iteration 6F: 3 clusters Score -227114.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -227296.062500 Penalty: 2701.842773
	Iteration 7Q: 3 clusters Score -227296.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -227444.875000 Penalty: 2701.842773
	Iteration 8Q: 3 clusters Score -227444.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -227581.875000 Penalty: 2701.842773
	Iteration 9Q: 3 clusters Score -227581.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -227673.234375 Penalty: 2701.842773
	Iteration 10Q: 3 clusters Score -227673.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -227769.031250 Penalty: 2701.842773
	Iteration 11Q: 3 clusters Score -227769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -227963.078125 Penalty: 2701.842773
	Iteration 12Q: 3 clusters Score -227963.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -228128.687500 Penalty: 2701.842773
	Iteration 13Q: 3 clusters Score -228128.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -228169.234375 Penalty: 2701.842773
	Iteration 14Q: 3 clusters Score -228169.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -228184.765625 Penalty: 2701.842773
	Iteration 15Q: 3 clusters Score -228184.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -228192.734375 Penalty: 2701.842773
	Iteration 16Q: 3 clusters Score -228192.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -228193.796875 Penalty: 2701.842773
	Iteration 17Q: 3 clusters Score -228193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -228194.671875 Penalty: 2701.842773
	Iteration 18Q: 3 clusters Score -228194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -228195.593750 Penalty: 2701.842773
	Iteration 19Q: 3 clusters Score -228195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -228195.890625 Penalty: 2701.842773
	Iteration 20F: 3 clusters Score -228195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 1024 members 
Mstep: Class 43 contains 1970 members 
Entering Unmasked Estep 
Score: -12697946.000000 Penalty: 86384.187500
Splitting cluster 15 changes total score from -12697695.000000 to -12697946.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -79141.085938 Penalty: 1180.404907
	Iteration 0F: 2 clusters Score -79141.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -77445.359375 Penalty: 2360.809814
	Iteration 0F: 3 clusters Score -77445.36 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77846.921875 Penalty: 2360.809814
	Iteration 1F: 3 clusters Score -77846.92 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77979.453125 Penalty: 2360.809814
	Iteration 2F: 3 clusters Score -77979.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -78066.367188 Penalty: 2360.809814
	Iteration 3Q: 3 clusters Score -78066.37 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -78120.757812 Penalty: 2360.809814
	Iteration 4Q: 3 clusters Score -78120.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -78162.242188 Penalty: 2360.809814
	Iteration 5Q: 3 clusters Score -78162.24 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -78202.054688 Penalty: 2360.809814
	Iteration 6Q: 3 clusters Score -78202.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -78242.312500 Penalty: 2360.809814
	Iteration 7Q: 3 clusters Score -78242.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -78280.296875 Penalty: 2360.809814
	Iteration 8Q: 3 clusters Score -78280.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -78331.523438 Penalty: 2360.809814
	Iteration 9Q: 3 clusters Score -78331.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -78362.289062 Penalty: 2360.809814
	Iteration 10Q: 3 clusters Score -78362.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -78391.726562 Penalty: 2360.809814
	Iteration 11Q: 3 clusters Score -78391.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -78427.335938 Penalty: 2360.809814
	Iteration 12Q: 3 clusters Score -78427.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -78459.187500 Penalty: 2360.809814
	Iteration 13Q: 3 clusters Score -78459.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -78469.109375 Penalty: 2360.809814
	Iteration 14Q: 3 clusters Score -78469.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -78475.757812 Penalty: 2360.809814
	Iteration 15Q: 3 clusters Score -78475.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -78481.062500 Penalty: 2360.809814
	Iteration 16Q: 3 clusters Score -78481.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -78485.351562 Penalty: 2360.809814
	Iteration 17Q: 3 clusters Score -78485.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -78490.968750 Penalty: 2360.809814
	Iteration 18Q: 3 clusters Score -78490.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -78501.554688 Penalty: 2360.809814
	Iteration 19Q: 3 clusters Score -78501.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -78513.031250 Penalty: 2360.809814
	Iteration 20F: 3 clusters Score -78513.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -78522.195312 Penalty: 2360.809814
	Iteration 21Q: 3 clusters Score -78522.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -78535.117188 Penalty: 2360.809814
	Iteration 22Q: 3 clusters Score -78535.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -78547.109375 Penalty: 2360.809814
	Iteration 23Q: 3 clusters Score -78547.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78557.101562 Penalty: 2360.809814
	Iteration 24Q: 3 clusters Score -78557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -78561.414062 Penalty: 2360.809814
	Iteration 25Q: 3 clusters Score -78561.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -78566.492188 Penalty: 2360.809814
	Iteration 26Q: 3 clusters Score -78566.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -78566.953125 Penalty: 2360.809814
	Iteration 27Q: 3 clusters Score -78566.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -78567.546875 Penalty: 2360.809814
	Iteration 28Q: 3 clusters Score -78567.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -78568.023438 Penalty: 2360.809814
	Iteration 29Q: 3 clusters Score -78568.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -78568.023438 Penalty: 2360.809814
	Iteration 30F: 3 clusters Score -78568.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -70633.648438 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -70633.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -69064.609375 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -69064.61 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -69332.296875 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -69332.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -69397.835938 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -69397.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69439.390625 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -69439.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69477.570312 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -69477.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69516.007812 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -69516.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -69547.007812 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -69547.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -69568.132812 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -69568.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -69588.296875 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -69588.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -69603.460938 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -69603.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -69610.546875 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -69610.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -69614.148438 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -69614.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -69620.546875 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -69620.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -69626.234375 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -69626.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69630.710938 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -69630.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -69631.914062 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -69631.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -69634.343750 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -69634.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -69637.296875 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -69637.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -69642.031250 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -69642.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -69643.054688 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -69643.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -69644.484375 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -69644.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -69646.812500 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -69646.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -69649.031250 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -69649.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -69651.140625 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -69651.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -69655.468750 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -69655.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -69662.250000 Penalty: 2312.035645
	Iteration 25Q: 3 clusters Score -69662.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -69666.937500 Penalty: 2312.035645
	Iteration 26Q: 3 clusters Score -69666.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -69671.890625 Penalty: 2312.035645
	Iteration 27Q: 3 clusters Score -69671.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -69681.421875 Penalty: 2312.035645
	Iteration 28Q: 3 clusters Score -69681.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -69686.984375 Penalty: 2312.035645
	Iteration 29Q: 3 clusters Score -69686.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -69693.789062 Penalty: 2312.035645
	Iteration 30Q: 3 clusters Score -69693.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -69696.765625 Penalty: 2312.035645
	Iteration 31Q: 3 clusters Score -69696.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -69700.828125 Penalty: 2312.035645
	Iteration 32Q: 3 clusters Score -69700.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -69702.531250 Penalty: 2312.035645
	Iteration 33Q: 3 clusters Score -69702.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69705.265625 Penalty: 2312.035645
	Iteration 34Q: 3 clusters Score -69705.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69706.734375 Penalty: 2312.035645
	Iteration 35Q: 3 clusters Score -69706.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69706.734375 Penalty: 2312.035645
	Iteration 36F: 3 clusters Score -69706.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -217310.046875 Penalty: 1345.574341
	Iteration 0F: 2 clusters Score -217310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -214042.625000 Penalty: 2691.148682
	Iteration 0F: 3 clusters Score -214042.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -215010.796875 Penalty: 2691.148682
	Iteration 1F: 3 clusters Score -215010.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -215289.359375 Penalty: 2691.148682
	Iteration 2F: 3 clusters Score -215289.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -215606.375000 Penalty: 2691.148682
	Iteration 3F: 3 clusters Score -215606.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -215968.984375 Penalty: 2691.148682
	Iteration 4F: 3 clusters Score -215969 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -216396.109375 Penalty: 2691.148682
	Iteration 5F: 3 clusters Score -216396.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -216700.015625 Penalty: 2691.148682
	Iteration 6F: 3 clusters Score -216700 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -216913.078125 Penalty: 2691.148682
	Iteration 7Q: 3 clusters Score -216913.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -217119.140625 Penalty: 2691.148682
	Iteration 8Q: 3 clusters Score -217119.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -217336.718750 Penalty: 2691.148682
	Iteration 9Q: 3 clusters Score -217336.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -217496.234375 Penalty: 2691.148682
	Iteration 10Q: 3 clusters Score -217496.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -217559.203125 Penalty: 2691.148682
	Iteration 11Q: 3 clusters Score -217559.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -217595.828125 Penalty: 2691.148682
	Iteration 12Q: 3 clusters Score -217595.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -217613.750000 Penalty: 2691.148682
	Iteration 13Q: 3 clusters Score -217613.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -217620.312500 Penalty: 2691.148682
	Iteration 14Q: 3 clusters Score -217620.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -217625.578125 Penalty: 2691.148682
	Iteration 15Q: 3 clusters Score -217625.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -217630.218750 Penalty: 2691.148682
	Iteration 16Q: 3 clusters Score -217630.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -217634.562500 Penalty: 2691.148682
	Iteration 17Q: 3 clusters Score -217634.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -217638.156250 Penalty: 2691.148682
	Iteration 18Q: 3 clusters Score -217638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -217641.453125 Penalty: 2691.148682
	Iteration 19Q: 3 clusters Score -217641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -217643.875000 Penalty: 2691.148682
	Iteration 20F: 3 clusters Score -217643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -217645.890625 Penalty: 2691.148682
	Iteration 21Q: 3 clusters Score -217645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -217648.187500 Penalty: 2691.148682
	Iteration 22Q: 3 clusters Score -217648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -217648.546875 Penalty: 2691.148682
	Iteration 23Q: 3 clusters Score -217648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -217648.765625 Penalty: 2691.148682
	Iteration 24Q: 3 clusters Score -217648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -217651.250000 Penalty: 2691.148682
	Iteration 25Q: 3 clusters Score -217651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -217652.046875 Penalty: 2691.148682
	Iteration 26Q: 3 clusters Score -217652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -217652.484375 Penalty: 2691.148682
	Iteration 27Q: 3 clusters Score -217652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -217652.281250 Penalty: 2691.148682
	Iteration 28Q: 3 clusters Score -217652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -217652.281250 Penalty: 2691.148682
	Iteration 29F: 3 clusters Score -217652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 1796 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 1024 members 
Mstep: Class 43 contains 1970 members 
Mstep: Class 44 contains 2150 members 
Entering Unmasked Estep 
Score: -12697610.000000 Penalty: 88393.125000
Splitting cluster 18 changes total score from -12697695.000000 to -12697610.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -130379.039062 Penalty: 1269.116333
	Iteration 0F: 2 clusters Score -130379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -128034.648438 Penalty: 2538.232666
	Iteration 0F: 3 clusters Score -128034.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -128878.445312 Penalty: 2538.232666
	Iteration 1F: 3 clusters Score -128878.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -129260.570312 Penalty: 2538.232666
	Iteration 2F: 3 clusters Score -129260.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -129451.617188 Penalty: 2538.232666
	Iteration 3F: 3 clusters Score -129451.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129557.328125 Penalty: 2538.232666
	Iteration 4F: 3 clusters Score -129557.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129644.789062 Penalty: 2538.232666
	Iteration 5Q: 3 clusters Score -129644.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -129716.070312 Penalty: 2538.232666
	Iteration 6Q: 3 clusters Score -129716.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -129774.789062 Penalty: 2538.232666
	Iteration 7Q: 3 clusters Score -129774.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -129836.945312 Penalty: 2538.232666
	Iteration 8Q: 3 clusters Score -129836.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -129891.187500 Penalty: 2538.232666
	Iteration 9Q: 3 clusters Score -129891.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -129932.828125 Penalty: 2538.232666
	Iteration 10Q: 3 clusters Score -129932.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -129954.281250 Penalty: 2538.232666
	Iteration 11Q: 3 clusters Score -129954.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -129978.945312 Penalty: 2538.232666
	Iteration 12Q: 3 clusters Score -129978.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -130006.523438 Penalty: 2538.232666
	Iteration 13Q: 3 clusters Score -130006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -130018.531250 Penalty: 2538.232666
	Iteration 14Q: 3 clusters Score -130018.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -130030.640625 Penalty: 2538.232666
	Iteration 15Q: 3 clusters Score -130030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -130039.125000 Penalty: 2538.232666
	Iteration 16Q: 3 clusters Score -130039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -130045.578125 Penalty: 2538.232666
	Iteration 17Q: 3 clusters Score -130045.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -130047.992188 Penalty: 2538.232666
	Iteration 18Q: 3 clusters Score -130048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -130049.664062 Penalty: 2538.232666
	Iteration 19Q: 3 clusters Score -130049.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -130050.273438 Penalty: 2538.232666
	Iteration 20F: 3 clusters Score -130050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -130050.562500 Penalty: 2538.232666
	Iteration 21Q: 3 clusters Score -130050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -130050.781250 Penalty: 2538.232666
	Iteration 22Q: 3 clusters Score -130050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -130050.812500 Penalty: 2538.232666
	Iteration 23Q: 3 clusters Score -130050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -130050.812500 Penalty: 2538.232666
	Iteration 24F: 3 clusters Score -130050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Entering Unmasked Estep 
Score: -1072954.625000 Penalty: 1595.378174
	Iteration 0F: 2 clusters Score -1072955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1060563.500000 Penalty: 3190.756348
	Iteration 0F: 3 clusters Score -1060564 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1065108.375000 Penalty: 3190.756348
	Iteration 1F: 3 clusters Score -1065108 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1065700.375000 Penalty: 3190.756348
	Iteration 2F: 3 clusters Score -1065700 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1066431.875000 Penalty: 3190.756348
	Iteration 3F: 3 clusters Score -1066432 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1067268.125000 Penalty: 3190.756348
	Iteration 4F: 3 clusters Score -1067268 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1068092.375000 Penalty: 3190.756348
	Iteration 5F: 3 clusters Score -1068092 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1068792.750000 Penalty: 3190.756348
	Iteration 6F: 3 clusters Score -1068793 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1069286.625000 Penalty: 3190.756348
	Iteration 7F: 3 clusters Score -1069287 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1069561.500000 Penalty: 3190.756348
	Iteration 8Q: 3 clusters Score -1069562 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1069726.250000 Penalty: 3190.756348
	Iteration 9Q: 3 clusters Score -1069726 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1069812.625000 Penalty: 3190.756348
	Iteration 10Q: 3 clusters Score -1069813 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1069865.000000 Penalty: 3190.756348
	Iteration 11Q: 3 clusters Score -1069865 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1069902.750000 Penalty: 3190.756348
	Iteration 12Q: 3 clusters Score -1069903 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1069931.375000 Penalty: 3190.756348
	Iteration 13Q: 3 clusters Score -1069931 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1069957.750000 Penalty: 3190.756348
	Iteration 14Q: 3 clusters Score -1069958 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1069976.375000 Penalty: 3190.756348
	Iteration 15Q: 3 clusters Score -1069976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1069994.000000 Penalty: 3190.756348
	Iteration 16Q: 3 clusters Score -1069994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1070006.125000 Penalty: 3190.756348
	Iteration 17Q: 3 clusters Score -1070006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1070032.625000 Penalty: 3190.756348
	Iteration 18Q: 3 clusters Score -1070033 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1070059.875000 Penalty: 3190.756348
	Iteration 19Q: 3 clusters Score -1070060 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1070086.875000 Penalty: 3190.756348
	Iteration 20F: 3 clusters Score -1070087 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1070115.250000 Penalty: 3190.756348
	Iteration 21Q: 3 clusters Score -1070115 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1070152.250000 Penalty: 3190.756348
	Iteration 22Q: 3 clusters Score -1070152 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1070188.750000 Penalty: 3190.756348
	Iteration 23Q: 3 clusters Score -1070189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1070241.250000 Penalty: 3190.756348
	Iteration 24Q: 3 clusters Score -1070241 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1070295.750000 Penalty: 3190.756348
	Iteration 25Q: 3 clusters Score -1070296 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1070348.250000 Penalty: 3190.756348
	Iteration 26Q: 3 clusters Score -1070348 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1070407.375000 Penalty: 3190.756348
	Iteration 27Q: 3 clusters Score -1070407 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1070464.000000 Penalty: 3190.756348
	Iteration 28Q: 3 clusters Score -1070464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1070524.375000 Penalty: 3190.756348
	Iteration 29Q: 3 clusters Score -1070524 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1070576.250000 Penalty: 3190.756348
	Iteration 30Q: 3 clusters Score -1070576 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1070648.625000 Penalty: 3190.756348
	Iteration 31Q: 3 clusters Score -1070649 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1070728.250000 Penalty: 3190.756348
	Iteration 32Q: 3 clusters Score -1070728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1070800.750000 Penalty: 3190.756348
	Iteration 33Q: 3 clusters Score -1070801 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1070872.375000 Penalty: 3190.756348
	Iteration 34Q: 3 clusters Score -1070872 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1070946.250000 Penalty: 3190.756348
	Iteration 35Q: 3 clusters Score -1070946 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1071014.250000 Penalty: 3190.756348
	Iteration 36Q: 3 clusters Score -1071014 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1071087.375000 Penalty: 3190.756348
	Iteration 37Q: 3 clusters Score -1071087 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1071148.750000 Penalty: 3190.756348
	Iteration 38Q: 3 clusters Score -1071149 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1071213.875000 Penalty: 3190.756348
	Iteration 39Q: 3 clusters Score -1071214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1071267.000000 Penalty: 3190.756348
	Iteration 40F: 3 clusters Score -1071267 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1071317.625000 Penalty: 3190.756348
	Iteration 41Q: 3 clusters Score -1071318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1071362.125000 Penalty: 3190.756348
	Iteration 42Q: 3 clusters Score -1071362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1071403.250000 Penalty: 3190.756348
	Iteration 43Q: 3 clusters Score -1071403 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1071443.500000 Penalty: 3190.756348
	Iteration 44Q: 3 clusters Score -1071444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1071469.750000 Penalty: 3190.756348
	Iteration 45Q: 3 clusters Score -1071470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1071492.875000 Penalty: 3190.756348
	Iteration 46Q: 3 clusters Score -1071493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1071519.750000 Penalty: 3190.756348
	Iteration 47Q: 3 clusters Score -1071520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1071532.625000 Penalty: 3190.756348
	Iteration 48Q: 3 clusters Score -1071533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1071548.125000 Penalty: 3190.756348
	Iteration 49Q: 3 clusters Score -1071548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1071566.125000 Penalty: 3190.756348
	Iteration 50Q: 3 clusters Score -1071566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1071574.500000 Penalty: 3190.756348
	Iteration 51Q: 3 clusters Score -1071574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1071583.750000 Penalty: 3190.756348
	Iteration 52Q: 3 clusters Score -1071584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1071593.875000 Penalty: 3190.756348
	Iteration 53Q: 3 clusters Score -1071594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1071599.250000 Penalty: 3190.756348
	Iteration 54Q: 3 clusters Score -1071599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1071598.625000 Penalty: 3190.756348
	Iteration 55Q: 3 clusters Score -1071599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1071597.625000 Penalty: 3190.756348
	Iteration 56Q: 3 clusters Score -1071598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1071603.625000 Penalty: 3190.756348
	Iteration 57Q: 3 clusters Score -1071604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1071607.375000 Penalty: 3190.756348
	Iteration 58Q: 3 clusters Score -1071607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1071612.625000 Penalty: 3190.756348
	Iteration 59Q: 3 clusters Score -1071613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1071618.125000 Penalty: 3190.756348
	Iteration 60F: 3 clusters Score -1071618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1071623.875000 Penalty: 3190.756348
	Iteration 61Q: 3 clusters Score -1071624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1071630.000000 Penalty: 3190.756348
	Iteration 62Q: 3 clusters Score -1071630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1071634.125000 Penalty: 3190.756348
	Iteration 63Q: 3 clusters Score -1071634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1071635.750000 Penalty: 3190.756348
	Iteration 64Q: 3 clusters Score -1071636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1071637.375000 Penalty: 3190.756348
	Iteration 65Q: 3 clusters Score -1071637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1071637.375000 Penalty: 3190.756348
	Iteration 66F: 3 clusters Score -1071637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -63915.121094 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -63915.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -62428.511719 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -62428.51 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62703.519531 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -62703.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -62772.761719 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -62772.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -62799.742188 Penalty: 2272.431396
	Iteration 3Q: 3 clusters Score -62799.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -62809.933594 Penalty: 2272.431396
	Iteration 4Q: 3 clusters Score -62809.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -62822.839844 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -62822.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62831.429688 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -62831.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62838.132812 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -62838.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -62842.113281 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -62842.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62842.894531 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -62842.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -62844.140625 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -62844.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62844.597656 Penalty: 2272.431396
	Iteration 11Q: 3 clusters Score -62844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62846.000000 Penalty: 2272.431396
	Iteration 12Q: 3 clusters Score -62846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -62847.914062 Penalty: 2272.431396
	Iteration 13Q: 3 clusters Score -62847.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62848.625000 Penalty: 2272.431396
	Iteration 14Q: 3 clusters Score -62848.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -62851.078125 Penalty: 2272.431396
	Iteration 15Q: 3 clusters Score -62851.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -62852.535156 Penalty: 2272.431396
	Iteration 16Q: 3 clusters Score -62852.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -62853.105469 Penalty: 2272.431396
	Iteration 17Q: 3 clusters Score -62853.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -62853.894531 Penalty: 2272.431396
	Iteration 18Q: 3 clusters Score -62853.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -62853.894531 Penalty: 2272.431396
	Iteration 19F: 3 clusters Score -62853.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -477696.281250 Penalty: 1461.209717
	Iteration 0F: 2 clusters Score -477696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -471806.156250 Penalty: 2922.419434
	Iteration 0F: 3 clusters Score -471806.2 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -473648.406250 Penalty: 2922.419434
	Iteration 1F: 3 clusters Score -473648.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -473910.312500 Penalty: 2922.419434
	Iteration 2F: 3 clusters Score -473910.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -474155.656250 Penalty: 2922.419434
	Iteration 3F: 3 clusters Score -474155.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -474436.625000 Penalty: 2922.419434
	Iteration 4F: 3 clusters Score -474436.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -474702.281250 Penalty: 2922.419434
	Iteration 5F: 3 clusters Score -474702.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -474998.843750 Penalty: 2922.419434
	Iteration 6F: 3 clusters Score -474998.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -475288.437500 Penalty: 2922.419434
	Iteration 7F: 3 clusters Score -475288.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -475533.687500 Penalty: 2922.419434
	Iteration 8Q: 3 clusters Score -475533.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -475747.343750 Penalty: 2922.419434
	Iteration 9Q: 3 clusters Score -475747.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -475899.781250 Penalty: 2922.419434
	Iteration 10Q: 3 clusters Score -475899.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -475988.281250 Penalty: 2922.419434
	Iteration 11Q: 3 clusters Score -475988.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -476029.500000 Penalty: 2922.419434
	Iteration 12Q: 3 clusters Score -476029.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -476050.593750 Penalty: 2922.419434
	Iteration 13Q: 3 clusters Score -476050.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -476065.312500 Penalty: 2922.419434
	Iteration 14Q: 3 clusters Score -476065.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -476075.843750 Penalty: 2922.419434
	Iteration 15Q: 3 clusters Score -476075.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -476080.625000 Penalty: 2922.419434
	Iteration 16Q: 3 clusters Score -476080.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -476088.218750 Penalty: 2922.419434
	Iteration 17Q: 3 clusters Score -476088.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -476095.031250 Penalty: 2922.419434
	Iteration 18Q: 3 clusters Score -476095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -476101.281250 Penalty: 2922.419434
	Iteration 19Q: 3 clusters Score -476101.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -476108.250000 Penalty: 2922.419434
	Iteration 20F: 3 clusters Score -476108.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -476113.343750 Penalty: 2922.419434
	Iteration 21Q: 3 clusters Score -476113.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -476115.750000 Penalty: 2922.419434
	Iteration 22Q: 3 clusters Score -476115.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -476120.156250 Penalty: 2922.419434
	Iteration 23Q: 3 clusters Score -476120.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -476122.750000 Penalty: 2922.419434
	Iteration 24Q: 3 clusters Score -476122.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -476126.093750 Penalty: 2922.419434
	Iteration 25Q: 3 clusters Score -476126.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -476128.625000 Penalty: 2922.419434
	Iteration 26Q: 3 clusters Score -476128.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -476132.562500 Penalty: 2922.419434
	Iteration 27Q: 3 clusters Score -476132.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -476134.468750 Penalty: 2922.419434
	Iteration 28Q: 3 clusters Score -476134.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -476137.281250 Penalty: 2922.419434
	Iteration 29Q: 3 clusters Score -476137.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -476139.281250 Penalty: 2922.419434
	Iteration 30Q: 3 clusters Score -476139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -476142.187500 Penalty: 2922.419434
	Iteration 31Q: 3 clusters Score -476142.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -476144.062500 Penalty: 2922.419434
	Iteration 32Q: 3 clusters Score -476144.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -476147.718750 Penalty: 2922.419434
	Iteration 33Q: 3 clusters Score -476147.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -476150.875000 Penalty: 2922.419434
	Iteration 34Q: 3 clusters Score -476150.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -476151.937500 Penalty: 2922.419434
	Iteration 35Q: 3 clusters Score -476151.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -476157.250000 Penalty: 2922.419434
	Iteration 36Q: 3 clusters Score -476157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -476157.281250 Penalty: 2922.419434
	Iteration 37Q: 3 clusters Score -476157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -476157.968750 Penalty: 2922.419434
	Iteration 38Q: 3 clusters Score -476158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -476159.125000 Penalty: 2922.419434
	Iteration 39Q: 3 clusters Score -476159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -476160.093750 Penalty: 2922.419434
	Iteration 40F: 3 clusters Score -476160.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -476161.250000 Penalty: 2922.419434
	Iteration 41Q: 3 clusters Score -476161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -476163.656250 Penalty: 2922.419434
	Iteration 42Q: 3 clusters Score -476163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -476163.500000 Penalty: 2922.419434
	Iteration 43Q: 3 clusters Score -476163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -476164.437500 Penalty: 2922.419434
	Iteration 44Q: 3 clusters Score -476164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -476164.343750 Penalty: 2922.419434
	Iteration 45Q: 3 clusters Score -476164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -476165.750000 Penalty: 2922.419434
	Iteration 46Q: 3 clusters Score -476165.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -476165.312500 Penalty: 2922.419434
	Iteration 47Q: 3 clusters Score -476165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -476165.406250 Penalty: 2922.419434
	Iteration 48Q: 3 clusters Score -476165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -476166.312500 Penalty: 2922.419434
	Iteration 49Q: 3 clusters Score -476166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -476167.312500 Penalty: 2922.419434
	Iteration 50Q: 3 clusters Score -476167.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -476168.031250 Penalty: 2922.419434
	Iteration 51Q: 3 clusters Score -476168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -476168.125000 Penalty: 2922.419434
	Iteration 52Q: 3 clusters Score -476168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -476168.593750 Penalty: 2922.419434
	Iteration 53Q: 3 clusters Score -476168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -476170.093750 Penalty: 2922.419434
	Iteration 54Q: 3 clusters Score -476170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -476171.718750 Penalty: 2922.419434
	Iteration 55Q: 3 clusters Score -476171.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -476172.750000 Penalty: 2922.419434
	Iteration 56Q: 3 clusters Score -476172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -476173.906250 Penalty: 2922.419434
	Iteration 57Q: 3 clusters Score -476173.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -476173.843750 Penalty: 2922.419434
	Iteration 58Q: 3 clusters Score -476173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -476175.093750 Penalty: 2922.419434
	Iteration 59Q: 3 clusters Score -476175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -476175.687500 Penalty: 2922.419434
	Iteration 60F: 3 clusters Score -476175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -476178.406250 Penalty: 2922.419434
	Iteration 61Q: 3 clusters Score -476178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -476179.500000 Penalty: 2922.419434
	Iteration 62Q: 3 clusters Score -476179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -476179.375000 Penalty: 2922.419434
	Iteration 63Q: 3 clusters Score -476179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -476180.625000 Penalty: 2922.419434
	Iteration 64Q: 3 clusters Score -476180.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -476181.562500 Penalty: 2922.419434
	Iteration 65Q: 3 clusters Score -476181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -476182.031250 Penalty: 2922.419434
	Iteration 66Q: 3 clusters Score -476182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -476181.562500 Penalty: 2922.419434
	Iteration 67Q: 3 clusters Score -476181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -476182.531250 Penalty: 2922.419434
	Iteration 68Q: 3 clusters Score -476182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -476183.437500 Penalty: 2922.419434
	Iteration 69Q: 3 clusters Score -476183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -476183.031250 Penalty: 2922.419434
	Iteration 70Q: 3 clusters Score -476183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -476183.656250 Penalty: 2922.419434
	Iteration 71Q: 3 clusters Score -476183.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -476184.000000 Penalty: 2922.419434
	Iteration 72Q: 3 clusters Score -476184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -476184.562500 Penalty: 2922.419434
	Iteration 73Q: 3 clusters Score -476184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -476187.187500 Penalty: 2922.419434
	Iteration 74Q: 3 clusters Score -476187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -476189.062500 Penalty: 2922.419434
	Iteration 75Q: 3 clusters Score -476189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -476189.500000 Penalty: 2922.419434
	Iteration 76Q: 3 clusters Score -476189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -476191.625000 Penalty: 2922.419434
	Iteration 77Q: 3 clusters Score -476191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -476193.093750 Penalty: 2922.419434
	Iteration 78Q: 3 clusters Score -476193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -476194.468750 Penalty: 2922.419434
	Iteration 79Q: 3 clusters Score -476194.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -476197.687500 Penalty: 2922.419434
	Iteration 80F: 3 clusters Score -476197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -476199.781250 Penalty: 2922.419434
	Iteration 81Q: 3 clusters Score -476199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -476201.375000 Penalty: 2922.419434
	Iteration 82Q: 3 clusters Score -476201.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -476202.562500 Penalty: 2922.419434
	Iteration 83Q: 3 clusters Score -476202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -476203.625000 Penalty: 2922.419434
	Iteration 84Q: 3 clusters Score -476203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -476203.343750 Penalty: 2922.419434
	Iteration 85Q: 3 clusters Score -476203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -476204.250000 Penalty: 2922.419434
	Iteration 86Q: 3 clusters Score -476204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -476204.968750 Penalty: 2922.419434
	Iteration 87Q: 3 clusters Score -476205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -476205.187500 Penalty: 2922.419434
	Iteration 88Q: 3 clusters Score -476205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -476206.187500 Penalty: 2922.419434
	Iteration 89Q: 3 clusters Score -476206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -476206.343750 Penalty: 2922.419434
	Iteration 90Q: 3 clusters Score -476206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -476206.593750 Penalty: 2922.419434
	Iteration 91Q: 3 clusters Score -476206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -476205.937500 Penalty: 2922.419434
	Iteration 92Q: 3 clusters Score -476205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -476207.718750 Penalty: 2922.419434
	Iteration 93Q: 3 clusters Score -476207.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -476207.187500 Penalty: 2922.419434
	Iteration 94Q: 3 clusters Score -476207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -476207.187500 Penalty: 2922.419434
	Iteration 95F: 3 clusters Score -476207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -358450.281250 Penalty: 1422.602417
	Iteration 0F: 2 clusters Score -358450.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -353625.281250 Penalty: 2845.204834
	Iteration 0F: 3 clusters Score -353625.3 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -355040.281250 Penalty: 2845.204834
	Iteration 1F: 3 clusters Score -355040.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -355239.218750 Penalty: 2845.204834
	Iteration 2F: 3 clusters Score -355239.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -355392.625000 Penalty: 2845.204834
	Iteration 3F: 3 clusters Score -355392.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -355522.906250 Penalty: 2845.204834
	Iteration 4Q: 3 clusters Score -355522.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -355648.406250 Penalty: 2845.204834
	Iteration 5Q: 3 clusters Score -355648.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -355786.656250 Penalty: 2845.204834
	Iteration 6Q: 3 clusters Score -355786.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -355923.187500 Penalty: 2845.204834
	Iteration 7Q: 3 clusters Score -355923.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -356053.125000 Penalty: 2845.204834
	Iteration 8Q: 3 clusters Score -356053.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -356205.406250 Penalty: 2845.204834
	Iteration 9Q: 3 clusters Score -356205.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -356379.218750 Penalty: 2845.204834
	Iteration 10Q: 3 clusters Score -356379.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -356526.625000 Penalty: 2845.204834
	Iteration 11Q: 3 clusters Score -356526.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -356630.875000 Penalty: 2845.204834
	Iteration 12Q: 3 clusters Score -356630.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -356700.562500 Penalty: 2845.204834
	Iteration 13Q: 3 clusters Score -356700.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -356742.406250 Penalty: 2845.204834
	Iteration 14Q: 3 clusters Score -356742.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -356773.812500 Penalty: 2845.204834
	Iteration 15Q: 3 clusters Score -356773.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -356800.593750 Penalty: 2845.204834
	Iteration 16Q: 3 clusters Score -356800.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -356824.406250 Penalty: 2845.204834
	Iteration 17Q: 3 clusters Score -356824.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -356843.281250 Penalty: 2845.204834
	Iteration 18Q: 3 clusters Score -356843.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -356856.531250 Penalty: 2845.204834
	Iteration 19Q: 3 clusters Score -356856.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -356868.406250 Penalty: 2845.204834
	Iteration 20F: 3 clusters Score -356868.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -356879.656250 Penalty: 2845.204834
	Iteration 21Q: 3 clusters Score -356879.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -356886.343750 Penalty: 2845.204834
	Iteration 22Q: 3 clusters Score -356886.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -356894.218750 Penalty: 2845.204834
	Iteration 23Q: 3 clusters Score -356894.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -356901.468750 Penalty: 2845.204834
	Iteration 24Q: 3 clusters Score -356901.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -356905.968750 Penalty: 2845.204834
	Iteration 25Q: 3 clusters Score -356906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -356910.250000 Penalty: 2845.204834
	Iteration 26Q: 3 clusters Score -356910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -356916.375000 Penalty: 2845.204834
	Iteration 27Q: 3 clusters Score -356916.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -356923.625000 Penalty: 2845.204834
	Iteration 28Q: 3 clusters Score -356923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -356927.500000 Penalty: 2845.204834
	Iteration 29Q: 3 clusters Score -356927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -356930.468750 Penalty: 2845.204834
	Iteration 30Q: 3 clusters Score -356930.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -356936.593750 Penalty: 2845.204834
	Iteration 31Q: 3 clusters Score -356936.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -356943.406250 Penalty: 2845.204834
	Iteration 32Q: 3 clusters Score -356943.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -356948.406250 Penalty: 2845.204834
	Iteration 33Q: 3 clusters Score -356948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -356950.718750 Penalty: 2845.204834
	Iteration 34Q: 3 clusters Score -356950.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -356952.750000 Penalty: 2845.204834
	Iteration 35Q: 3 clusters Score -356952.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -356955.625000 Penalty: 2845.204834
	Iteration 36Q: 3 clusters Score -356955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -356957.593750 Penalty: 2845.204834
	Iteration 37Q: 3 clusters Score -356957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -356958.656250 Penalty: 2845.204834
	Iteration 38Q: 3 clusters Score -356958.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -356958.531250 Penalty: 2845.204834
	Iteration 39Q: 3 clusters Score -356958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -356959.218750 Penalty: 2845.204834
	Iteration 40F: 3 clusters Score -356959.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -148677.734375 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -148677.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -146317.640625 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -146317.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -146840.109375 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -146840.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -146992.015625 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -146992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -147086.687500 Penalty: 2532.513428
	Iteration 3F: 3 clusters Score -147086.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147134.859375 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -147134.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -147177.171875 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -147177.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -147209.187500 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -147209.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -147237.796875 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -147237.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -147275.359375 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -147275.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -147313.156250 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -147313.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -147336.500000 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -147336.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -147356.500000 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -147356.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -147378.031250 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -147378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -147393.656250 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -147393.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -147403.062500 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -147403.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -147412.312500 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -147412.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -147422.109375 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -147422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -147429.687500 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -147429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -147438.843750 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -147438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -147446.156250 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -147446.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -147450.437500 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -147450.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -147454.468750 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -147454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -147458.000000 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -147458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -147458.828125 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -147458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -147460.484375 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -147460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -147462.765625 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -147462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -147465.156250 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -147465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -147467.187500 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -147467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -147470.765625 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -147470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -147473.062500 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -147473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -147473.484375 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -147473.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -147474.046875 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -147474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -147473.984375 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -147474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -147473.984375 Penalty: 2532.513428
	Iteration 33F: 3 clusters Score -147474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -445761.406250 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -445761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -440031.468750 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -440031.5 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -441761.750000 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -441761.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -441974.531250 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -441974.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -442120.125000 Penalty: 2916.462891
	Iteration 3Q: 3 clusters Score -442120.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -442233.218750 Penalty: 2916.462891
	Iteration 4Q: 3 clusters Score -442233.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -442323.218750 Penalty: 2916.462891
	Iteration 5Q: 3 clusters Score -442323.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -442399.156250 Penalty: 2916.462891
	Iteration 6Q: 3 clusters Score -442399.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -442477.187500 Penalty: 2916.462891
	Iteration 7Q: 3 clusters Score -442477.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -442559.281250 Penalty: 2916.462891
	Iteration 8Q: 3 clusters Score -442559.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -442649.187500 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -442649.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -442768.593750 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -442768.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -442888.562500 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -442888.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -443026.093750 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -443026.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -443191.656250 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -443191.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -443375.125000 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -443375.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -443574.750000 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -443574.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -443775.906250 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -443775.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -443934.312500 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -443934.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -444079.750000 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -444079.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -444207.562500 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -444207.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -444305.375000 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -444305.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -444396.593750 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -444396.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -444456.187500 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -444456.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -444488.843750 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -444488.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -444517.312500 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -444517.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -444536.000000 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -444536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -444549.218750 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -444549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -444559.625000 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -444559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -444568.781250 Penalty: 2916.462891
	Iteration 28Q: 3 clusters Score -444568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -444573.500000 Penalty: 2916.462891
	Iteration 29Q: 3 clusters Score -444573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -444575.062500 Penalty: 2916.462891
	Iteration 30Q: 3 clusters Score -444575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -444575.437500 Penalty: 2916.462891
	Iteration 31Q: 3 clusters Score -444575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -444577.781250 Penalty: 2916.462891
	Iteration 32Q: 3 clusters Score -444577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -444578.718750 Penalty: 2916.462891
	Iteration 33Q: 3 clusters Score -444578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -444578.687500 Penalty: 2916.462891
	Iteration 34Q: 3 clusters Score -444578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -444579.718750 Penalty: 2916.462891
	Iteration 35Q: 3 clusters Score -444579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -444584.062500 Penalty: 2916.462891
	Iteration 36Q: 3 clusters Score -444584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -444585.468750 Penalty: 2916.462891
	Iteration 37Q: 3 clusters Score -444585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -444589.062500 Penalty: 2916.462891
	Iteration 38Q: 3 clusters Score -444589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -444589.062500 Penalty: 2916.462891
	Iteration 39F: 3 clusters Score -444589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -180036.609375 Penalty: 1304.570923
	Iteration 0F: 2 clusters Score -180036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -177304.203125 Penalty: 2609.141846
	Iteration 0F: 3 clusters Score -177304.2 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -178066.687500 Penalty: 2609.141846
	Iteration 1F: 3 clusters Score -178066.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -178247.750000 Penalty: 2609.141846
	Iteration 2F: 3 clusters Score -178247.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -178387.453125 Penalty: 2609.141846
	Iteration 3F: 3 clusters Score -178387.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -178530.203125 Penalty: 2609.141846
	Iteration 4Q: 3 clusters Score -178530.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -178673.765625 Penalty: 2609.141846
	Iteration 5Q: 3 clusters Score -178673.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -178806.828125 Penalty: 2609.141846
	Iteration 6Q: 3 clusters Score -178806.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -178903.250000 Penalty: 2609.141846
	Iteration 7Q: 3 clusters Score -178903.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -178979.171875 Penalty: 2609.141846
	Iteration 8Q: 3 clusters Score -178979.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -179032.421875 Penalty: 2609.141846
	Iteration 9Q: 3 clusters Score -179032.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -179062.562500 Penalty: 2609.141846
	Iteration 10Q: 3 clusters Score -179062.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -179087.000000 Penalty: 2609.141846
	Iteration 11Q: 3 clusters Score -179087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -179104.125000 Penalty: 2609.141846
	Iteration 12Q: 3 clusters Score -179104.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -179115.453125 Penalty: 2609.141846
	Iteration 13Q: 3 clusters Score -179115.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -179123.578125 Penalty: 2609.141846
	Iteration 14Q: 3 clusters Score -179123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -179132.781250 Penalty: 2609.141846
	Iteration 15Q: 3 clusters Score -179132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -179141.421875 Penalty: 2609.141846
	Iteration 16Q: 3 clusters Score -179141.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -179150.671875 Penalty: 2609.141846
	Iteration 17Q: 3 clusters Score -179150.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -179159.046875 Penalty: 2609.141846
	Iteration 18Q: 3 clusters Score -179159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -179164.484375 Penalty: 2609.141846
	Iteration 19Q: 3 clusters Score -179164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -179166.375000 Penalty: 2609.141846
	Iteration 20F: 3 clusters Score -179166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -179167.437500 Penalty: 2609.141846
	Iteration 21Q: 3 clusters Score -179167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -179169.656250 Penalty: 2609.141846
	Iteration 22Q: 3 clusters Score -179169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -179173.312500 Penalty: 2609.141846
	Iteration 23Q: 3 clusters Score -179173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -179177.468750 Penalty: 2609.141846
	Iteration 24Q: 3 clusters Score -179177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -179181.531250 Penalty: 2609.141846
	Iteration 25Q: 3 clusters Score -179181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -179183.062500 Penalty: 2609.141846
	Iteration 26Q: 3 clusters Score -179183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -179184.781250 Penalty: 2609.141846
	Iteration 27Q: 3 clusters Score -179184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -179185.796875 Penalty: 2609.141846
	Iteration 28Q: 3 clusters Score -179185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -179186.203125 Penalty: 2609.141846
	Iteration 29Q: 3 clusters Score -179186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -179186.500000 Penalty: 2609.141846
	Iteration 30Q: 3 clusters Score -179186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -179186.500000 Penalty: 2609.141846
	Iteration 31F: 3 clusters Score -179186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -13314.685547 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -13314.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12460.400391 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -12460.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12519.778320 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -12519.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12527.087891 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -12527.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12533.132812 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -12533.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12533.947266 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -12533.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12533.947266 Penalty: 1790.551270
	Iteration 5F: 3 clusters Score -12533.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -60734.679688 Penalty: 1134.715210
	Iteration 0F: 2 clusters Score -60734.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -59256.347656 Penalty: 2269.430420
	Iteration 0F: 3 clusters Score -59256.35 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -59511.179688 Penalty: 2269.430420
	Iteration 1F: 3 clusters Score -59511.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59585.644531 Penalty: 2269.430420
	Iteration 2F: 3 clusters Score -59585.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59632.308594 Penalty: 2269.430420
	Iteration 3Q: 3 clusters Score -59632.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -59664.566406 Penalty: 2269.430420
	Iteration 4Q: 3 clusters Score -59664.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -59681.550781 Penalty: 2269.430420
	Iteration 5Q: 3 clusters Score -59681.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -59695.132812 Penalty: 2269.430420
	Iteration 6Q: 3 clusters Score -59695.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59709.355469 Penalty: 2269.430420
	Iteration 7Q: 3 clusters Score -59709.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -59724.046875 Penalty: 2269.430420
	Iteration 8Q: 3 clusters Score -59724.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -59742.500000 Penalty: 2269.430420
	Iteration 9Q: 3 clusters Score -59742.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59760.800781 Penalty: 2269.430420
	Iteration 10Q: 3 clusters Score -59760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -59773.406250 Penalty: 2269.430420
	Iteration 11Q: 3 clusters Score -59773.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59789.332031 Penalty: 2269.430420
	Iteration 12Q: 3 clusters Score -59789.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -59805.343750 Penalty: 2269.430420
	Iteration 13Q: 3 clusters Score -59805.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59821.683594 Penalty: 2269.430420
	Iteration 14Q: 3 clusters Score -59821.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59830.320312 Penalty: 2269.430420
	Iteration 15Q: 3 clusters Score -59830.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59844.816406 Penalty: 2269.430420
	Iteration 16Q: 3 clusters Score -59844.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59869.289062 Penalty: 2269.430420
	Iteration 17Q: 3 clusters Score -59869.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -59883.882812 Penalty: 2269.430420
	Iteration 18Q: 3 clusters Score -59883.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -59897.136719 Penalty: 2269.430420
	Iteration 19Q: 3 clusters Score -59897.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59904.687500 Penalty: 2269.430420
	Iteration 20F: 3 clusters Score -59904.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -59912.222656 Penalty: 2269.430420
	Iteration 21Q: 3 clusters Score -59912.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59917.679688 Penalty: 2269.430420
	Iteration 22Q: 3 clusters Score -59917.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59925.843750 Penalty: 2269.430420
	Iteration 23Q: 3 clusters Score -59925.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -59932.550781 Penalty: 2269.430420
	Iteration 24Q: 3 clusters Score -59932.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59940.339844 Penalty: 2269.430420
	Iteration 25Q: 3 clusters Score -59940.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -59943.296875 Penalty: 2269.430420
	Iteration 26Q: 3 clusters Score -59943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -59945.093750 Penalty: 2269.430420
	Iteration 27Q: 3 clusters Score -59945.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -59945.945312 Penalty: 2269.430420
	Iteration 28Q: 3 clusters Score -59945.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -59946.410156 Penalty: 2269.430420
	Iteration 29Q: 3 clusters Score -59946.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -59946.410156 Penalty: 2269.430420
	Iteration 30F: 3 clusters Score -59946.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -25391.687500 Penalty: 1072.479004
	Iteration 0F: 2 clusters Score -25391.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24170.173828 Penalty: 2144.958008
	Iteration 0F: 3 clusters Score -24170.17 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24504.699219 Penalty: 2144.958008
	Iteration 1F: 3 clusters Score -24504.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24720.718750 Penalty: 2144.958008
	Iteration 2F: 3 clusters Score -24720.72 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -24900.480469 Penalty: 2144.958008
	Iteration 3F: 3 clusters Score -24900.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -25080.607422 Penalty: 2144.958008
	Iteration 4F: 3 clusters Score -25080.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -25214.101562 Penalty: 2144.958008
	Iteration 5F: 3 clusters Score -25214.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -25284.517578 Penalty: 2144.958008
	Iteration 6Q: 3 clusters Score -25284.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -25330.486328 Penalty: 2144.958008
	Iteration 7Q: 3 clusters Score -25330.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -25359.908203 Penalty: 2144.958008
	Iteration 8Q: 3 clusters Score -25359.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -25375.070312 Penalty: 2144.958008
	Iteration 9Q: 3 clusters Score -25375.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -25382.945312 Penalty: 2144.958008
	Iteration 10Q: 3 clusters Score -25382.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -25386.105469 Penalty: 2144.958008
	Iteration 11Q: 3 clusters Score -25386.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -25390.873047 Penalty: 2144.958008
	Iteration 12Q: 3 clusters Score -25390.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -25393.263672 Penalty: 2144.958008
	Iteration 13Q: 3 clusters Score -25393.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -25394.882812 Penalty: 2144.958008
	Iteration 14Q: 3 clusters Score -25394.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -25398.984375 Penalty: 2144.958008
	Iteration 15Q: 3 clusters Score -25398.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -25405.867188 Penalty: 2144.958008
	Iteration 16Q: 3 clusters Score -25405.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -25420.699219 Penalty: 2144.958008
	Iteration 17Q: 3 clusters Score -25420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -25438.958984 Penalty: 2144.958008
	Iteration 18Q: 3 clusters Score -25438.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -25446.644531 Penalty: 2144.958008
	Iteration 19Q: 3 clusters Score -25446.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -25452.109375 Penalty: 2144.958008
	Iteration 20F: 3 clusters Score -25452.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 348 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 1024 members 
Mstep: Class 43 contains 1970 members 
Mstep: Class 44 contains 387 members 
Entering Unmasked Estep 
Score: -12697068.000000 Penalty: 88393.125000
Splitting cluster 29 changes total score from -12697695.000000 to -12697068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -210049.453125 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -210049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -206985.515625 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -206985.5 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -207754.890625 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -207754.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -207906.015625 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -207906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -208010.187500 Penalty: 2648.244873
	Iteration 3F: 3 clusters Score -208010.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -208088.656250 Penalty: 2648.244873
	Iteration 4Q: 3 clusters Score -208088.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -208155.421875 Penalty: 2648.244873
	Iteration 5Q: 3 clusters Score -208155.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -208220.437500 Penalty: 2648.244873
	Iteration 6Q: 3 clusters Score -208220.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -208272.656250 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -208272.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -208325.140625 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -208325.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -208378.703125 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -208378.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -208424.687500 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -208424.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -208468.937500 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -208468.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -208512.656250 Penalty: 2648.244873
	Iteration 12Q: 3 clusters Score -208512.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -208549.406250 Penalty: 2648.244873
	Iteration 13Q: 3 clusters Score -208549.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -208576.562500 Penalty: 2648.244873
	Iteration 14Q: 3 clusters Score -208576.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -208604.796875 Penalty: 2648.244873
	Iteration 15Q: 3 clusters Score -208604.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -208647.015625 Penalty: 2648.244873
	Iteration 16Q: 3 clusters Score -208647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -208672.593750 Penalty: 2648.244873
	Iteration 17Q: 3 clusters Score -208672.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -208690.375000 Penalty: 2648.244873
	Iteration 18Q: 3 clusters Score -208690.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -208713.437500 Penalty: 2648.244873
	Iteration 19Q: 3 clusters Score -208713.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -208738.562500 Penalty: 2648.244873
	Iteration 20F: 3 clusters Score -208738.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -208760.859375 Penalty: 2648.244873
	Iteration 21Q: 3 clusters Score -208760.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -208778.562500 Penalty: 2648.244873
	Iteration 22Q: 3 clusters Score -208778.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -208791.703125 Penalty: 2648.244873
	Iteration 23Q: 3 clusters Score -208791.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -208801.375000 Penalty: 2648.244873
	Iteration 24Q: 3 clusters Score -208801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -208808.703125 Penalty: 2648.244873
	Iteration 25Q: 3 clusters Score -208808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -208816.015625 Penalty: 2648.244873
	Iteration 26Q: 3 clusters Score -208816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -208822.750000 Penalty: 2648.244873
	Iteration 27Q: 3 clusters Score -208822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -208825.500000 Penalty: 2648.244873
	Iteration 28Q: 3 clusters Score -208825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -208828.015625 Penalty: 2648.244873
	Iteration 29Q: 3 clusters Score -208828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -208830.046875 Penalty: 2648.244873
	Iteration 30Q: 3 clusters Score -208830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -208829.984375 Penalty: 2648.244873
	Iteration 31Q: 3 clusters Score -208830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -208830.312500 Penalty: 2648.244873
	Iteration 32Q: 3 clusters Score -208830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -208830.890625 Penalty: 2648.244873
	Iteration 33Q: 3 clusters Score -208830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -208830.890625 Penalty: 2648.244873
	Iteration 34F: 3 clusters Score -208830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -159471.843750 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -159471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -156507.796875 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -156507.8 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -157379.609375 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -157379.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -157586.421875 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -157586.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -157749.062500 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -157749.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -157860.312500 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -157860.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -157955.125000 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -157955.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -158032.515625 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -158032.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -158083.843750 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -158083.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -158127.015625 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -158127 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -158172.812500 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -158172.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -158227.734375 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -158227.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -158276.031250 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -158276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -158320.718750 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -158320.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -158349.343750 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -158349.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -158384.796875 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -158384.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -158420.125000 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -158420.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -158448.578125 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -158448.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -158472.625000 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -158472.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -158496.609375 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -158496.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -158514.437500 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -158514.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -158526.093750 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -158526.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -158538.343750 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -158538.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -158551.156250 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -158551.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -158560.093750 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -158560.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -158568.765625 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -158568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -158578.953125 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -158579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -158585.406250 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -158585.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -158597.296875 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -158597.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -158603.046875 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -158603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -158607.593750 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -158607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -158609.796875 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -158609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -158611.156250 Penalty: 2641.790039
	Iteration 31Q: 3 clusters Score -158611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -158611.390625 Penalty: 2641.790039
	Iteration 32Q: 3 clusters Score -158611.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -158611.640625 Penalty: 2641.790039
	Iteration 33Q: 3 clusters Score -158611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -158611.640625 Penalty: 2641.790039
	Iteration 34F: 3 clusters Score -158611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -677937.500000 Penalty: 1516.842407
	Iteration 0F: 2 clusters Score -677937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -669988.937500 Penalty: 3033.684814
	Iteration 0F: 3 clusters Score -669988.9 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -672574.000000 Penalty: 3033.684814
	Iteration 1F: 3 clusters Score -672574 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -672837.062500 Penalty: 3033.684814
	Iteration 2F: 3 clusters Score -672837.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -673076.625000 Penalty: 3033.684814
	Iteration 3F: 3 clusters Score -673076.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -673306.437500 Penalty: 3033.684814
	Iteration 4Q: 3 clusters Score -673306.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -673559.000000 Penalty: 3033.684814
	Iteration 5Q: 3 clusters Score -673559 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -673821.250000 Penalty: 3033.684814
	Iteration 6Q: 3 clusters Score -673821.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -674123.750000 Penalty: 3033.684814
	Iteration 7Q: 3 clusters Score -674123.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -674454.375000 Penalty: 3033.684814
	Iteration 8Q: 3 clusters Score -674454.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -674795.000000 Penalty: 3033.684814
	Iteration 9Q: 3 clusters Score -674795 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -675102.187500 Penalty: 3033.684814
	Iteration 10Q: 3 clusters Score -675102.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -675365.125000 Penalty: 3033.684814
	Iteration 11Q: 3 clusters Score -675365.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -675569.312500 Penalty: 3033.684814
	Iteration 12Q: 3 clusters Score -675569.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -675763.562500 Penalty: 3033.684814
	Iteration 13Q: 3 clusters Score -675763.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -675939.437500 Penalty: 3033.684814
	Iteration 14Q: 3 clusters Score -675939.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -676098.937500 Penalty: 3033.684814
	Iteration 15Q: 3 clusters Score -676098.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -676259.875000 Penalty: 3033.684814
	Iteration 16Q: 3 clusters Score -676259.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -676393.000000 Penalty: 3033.684814
	Iteration 17Q: 3 clusters Score -676393 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -676501.750000 Penalty: 3033.684814
	Iteration 18Q: 3 clusters Score -676501.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -676584.000000 Penalty: 3033.684814
	Iteration 19Q: 3 clusters Score -676584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -676663.187500 Penalty: 3033.684814
	Iteration 20F: 3 clusters Score -676663.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -676731.187500 Penalty: 3033.684814
	Iteration 21Q: 3 clusters Score -676731.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -676780.000000 Penalty: 3033.684814
	Iteration 22Q: 3 clusters Score -676780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -676806.875000 Penalty: 3033.684814
	Iteration 23Q: 3 clusters Score -676806.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -676833.437500 Penalty: 3033.684814
	Iteration 24Q: 3 clusters Score -676833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -676845.750000 Penalty: 3033.684814
	Iteration 25Q: 3 clusters Score -676845.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -676855.187500 Penalty: 3033.684814
	Iteration 26Q: 3 clusters Score -676855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -676864.625000 Penalty: 3033.684814
	Iteration 27Q: 3 clusters Score -676864.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -676872.750000 Penalty: 3033.684814
	Iteration 28Q: 3 clusters Score -676872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -676876.562500 Penalty: 3033.684814
	Iteration 29Q: 3 clusters Score -676876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -676878.687500 Penalty: 3033.684814
	Iteration 30Q: 3 clusters Score -676878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -676879.812500 Penalty: 3033.684814
	Iteration 31Q: 3 clusters Score -676879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -676881.000000 Penalty: 3033.684814
	Iteration 32Q: 3 clusters Score -676881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -676881.000000 Penalty: 3033.684814
	Iteration 33F: 3 clusters Score -676881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -42593.152344 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -42593.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -41313.175781 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -41313.18 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41544.710938 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -41544.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -41637.132812 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -41637.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41697.703125 Penalty: 2169.232422
	Iteration 3Q: 3 clusters Score -41697.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -41741.441406 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -41741.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -41788.851562 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -41788.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -41816.109375 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -41816.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41825.777344 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -41825.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -41835.109375 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -41835.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -41841.015625 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -41841.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -41845.730469 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -41845.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -41856.878906 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -41856.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41878.613281 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -41878.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41922.078125 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -41922.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41979.230469 Penalty: 2169.232422
	Iteration 14Q: 3 clusters Score -41979.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -42051.382812 Penalty: 2169.232422
	Iteration 15Q: 3 clusters Score -42051.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42110.406250 Penalty: 2169.232422
	Iteration 16Q: 3 clusters Score -42110.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42144.722656 Penalty: 2169.232422
	Iteration 17Q: 3 clusters Score -42144.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -42213.785156 Penalty: 2169.232422
	Iteration 18Q: 3 clusters Score -42213.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42287.203125 Penalty: 2169.232422
	Iteration 19Q: 3 clusters Score -42287.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -42310.433594 Penalty: 2169.232422
	Iteration 20F: 3 clusters Score -42310.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42317.195312 Penalty: 2169.232422
	Iteration 21Q: 3 clusters Score -42317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42327.914062 Penalty: 2169.232422
	Iteration 22Q: 3 clusters Score -42327.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -42331.593750 Penalty: 2169.232422
	Iteration 23Q: 3 clusters Score -42331.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42335.371094 Penalty: 2169.232422
	Iteration 24Q: 3 clusters Score -42335.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -42337.890625 Penalty: 2169.232422
	Iteration 25Q: 3 clusters Score -42337.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42340.445312 Penalty: 2169.232422
	Iteration 26Q: 3 clusters Score -42340.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -42342.890625 Penalty: 2169.232422
	Iteration 27Q: 3 clusters Score -42342.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42349.910156 Penalty: 2169.232422
	Iteration 28Q: 3 clusters Score -42349.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42350.933594 Penalty: 2169.232422
	Iteration 29Q: 3 clusters Score -42350.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42350.933594 Penalty: 2169.232422
	Iteration 30F: 3 clusters Score -42350.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -152061.984375 Penalty: 1282.462769
	Iteration 0F: 2 clusters Score -152062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -149598.093750 Penalty: 2564.925537
	Iteration 0F: 3 clusters Score -149598.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -150146.156250 Penalty: 2564.925537
	Iteration 1F: 3 clusters Score -150146.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -150233.578125 Penalty: 2564.925537
	Iteration 2F: 3 clusters Score -150233.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -150300.187500 Penalty: 2564.925537
	Iteration 3Q: 3 clusters Score -150300.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -150358.281250 Penalty: 2564.925537
	Iteration 4Q: 3 clusters Score -150358.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -150402.156250 Penalty: 2564.925537
	Iteration 5Q: 3 clusters Score -150402.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -150430.578125 Penalty: 2564.925537
	Iteration 6Q: 3 clusters Score -150430.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -150472.000000 Penalty: 2564.925537
	Iteration 7Q: 3 clusters Score -150472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -150519.546875 Penalty: 2564.925537
	Iteration 8Q: 3 clusters Score -150519.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -150557.375000 Penalty: 2564.925537
	Iteration 9Q: 3 clusters Score -150557.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -150584.781250 Penalty: 2564.925537
	Iteration 10Q: 3 clusters Score -150584.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -150612.718750 Penalty: 2564.925537
	Iteration 11Q: 3 clusters Score -150612.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -150636.671875 Penalty: 2564.925537
	Iteration 12Q: 3 clusters Score -150636.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -150651.812500 Penalty: 2564.925537
	Iteration 13Q: 3 clusters Score -150651.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -150676.312500 Penalty: 2564.925537
	Iteration 14Q: 3 clusters Score -150676.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -150694.000000 Penalty: 2564.925537
	Iteration 15Q: 3 clusters Score -150694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -150714.375000 Penalty: 2564.925537
	Iteration 16Q: 3 clusters Score -150714.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -150736.984375 Penalty: 2564.925537
	Iteration 17Q: 3 clusters Score -150737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -150759.687500 Penalty: 2564.925537
	Iteration 18Q: 3 clusters Score -150759.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -150780.156250 Penalty: 2564.925537
	Iteration 19Q: 3 clusters Score -150780.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -150794.406250 Penalty: 2564.925537
	Iteration 20F: 3 clusters Score -150794.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -150807.484375 Penalty: 2564.925537
	Iteration 21Q: 3 clusters Score -150807.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -150832.296875 Penalty: 2564.925537
	Iteration 22Q: 3 clusters Score -150832.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -150850.375000 Penalty: 2564.925537
	Iteration 23Q: 3 clusters Score -150850.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -150866.093750 Penalty: 2564.925537
	Iteration 24Q: 3 clusters Score -150866.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -150880.578125 Penalty: 2564.925537
	Iteration 25Q: 3 clusters Score -150880.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -150886.203125 Penalty: 2564.925537
	Iteration 26Q: 3 clusters Score -150886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -150893.109375 Penalty: 2564.925537
	Iteration 27Q: 3 clusters Score -150893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -150899.078125 Penalty: 2564.925537
	Iteration 28Q: 3 clusters Score -150899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -150902.984375 Penalty: 2564.925537
	Iteration 29Q: 3 clusters Score -150903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -150905.093750 Penalty: 2564.925537
	Iteration 30Q: 3 clusters Score -150905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -150908.078125 Penalty: 2564.925537
	Iteration 31Q: 3 clusters Score -150908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -150912.203125 Penalty: 2564.925537
	Iteration 32Q: 3 clusters Score -150912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -150917.421875 Penalty: 2564.925537
	Iteration 33Q: 3 clusters Score -150917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -150923.734375 Penalty: 2564.925537
	Iteration 34Q: 3 clusters Score -150923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -150928.000000 Penalty: 2564.925537
	Iteration 35Q: 3 clusters Score -150928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -150929.843750 Penalty: 2564.925537
	Iteration 36Q: 3 clusters Score -150929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -150930.625000 Penalty: 2564.925537
	Iteration 37Q: 3 clusters Score -150930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -150931.531250 Penalty: 2564.925537
	Iteration 38Q: 3 clusters Score -150931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -150931.937500 Penalty: 2564.925537
	Iteration 39Q: 3 clusters Score -150931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -150932.031250 Penalty: 2564.925537
	Iteration 40F: 3 clusters Score -150932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -253441.031250 Penalty: 1369.715332
	Iteration 0F: 2 clusters Score -253441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -249768.546875 Penalty: 2739.430664
	Iteration 0F: 3 clusters Score -249768.5 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -250748.671875 Penalty: 2739.430664
	Iteration 1F: 3 clusters Score -250748.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -251024.468750 Penalty: 2739.430664
	Iteration 2F: 3 clusters Score -251024.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -251310.062500 Penalty: 2739.430664
	Iteration 3F: 3 clusters Score -251310.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -251598.921875 Penalty: 2739.430664
	Iteration 4F: 3 clusters Score -251598.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -251799.031250 Penalty: 2739.430664
	Iteration 5F: 3 clusters Score -251799 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -251930.640625 Penalty: 2739.430664
	Iteration 6Q: 3 clusters Score -251930.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -252038.953125 Penalty: 2739.430664
	Iteration 7Q: 3 clusters Score -252039 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -252129.890625 Penalty: 2739.430664
	Iteration 8Q: 3 clusters Score -252129.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -252210.078125 Penalty: 2739.430664
	Iteration 9Q: 3 clusters Score -252210.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -252301.828125 Penalty: 2739.430664
	Iteration 10Q: 3 clusters Score -252301.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -252363.656250 Penalty: 2739.430664
	Iteration 11Q: 3 clusters Score -252363.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -252418.093750 Penalty: 2739.430664
	Iteration 12Q: 3 clusters Score -252418.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -252466.921875 Penalty: 2739.430664
	Iteration 13Q: 3 clusters Score -252466.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -252515.687500 Penalty: 2739.430664
	Iteration 14Q: 3 clusters Score -252515.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -252563.031250 Penalty: 2739.430664
	Iteration 15Q: 3 clusters Score -252563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -252602.640625 Penalty: 2739.430664
	Iteration 16Q: 3 clusters Score -252602.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -252635.109375 Penalty: 2739.430664
	Iteration 17Q: 3 clusters Score -252635.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -252663.234375 Penalty: 2739.430664
	Iteration 18Q: 3 clusters Score -252663.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -252687.406250 Penalty: 2739.430664
	Iteration 19Q: 3 clusters Score -252687.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -252721.781250 Penalty: 2739.430664
	Iteration 20F: 3 clusters Score -252721.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -252760.421875 Penalty: 2739.430664
	Iteration 21Q: 3 clusters Score -252760.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -252786.218750 Penalty: 2739.430664
	Iteration 22Q: 3 clusters Score -252786.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -252802.812500 Penalty: 2739.430664
	Iteration 23Q: 3 clusters Score -252802.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -252816.281250 Penalty: 2739.430664
	Iteration 24Q: 3 clusters Score -252816.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -252835.593750 Penalty: 2739.430664
	Iteration 25Q: 3 clusters Score -252835.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -252853.578125 Penalty: 2739.430664
	Iteration 26Q: 3 clusters Score -252853.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -252882.859375 Penalty: 2739.430664
	Iteration 27Q: 3 clusters Score -252882.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -252921.187500 Penalty: 2739.430664
	Iteration 28Q: 3 clusters Score -252921.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -252964.171875 Penalty: 2739.430664
	Iteration 29Q: 3 clusters Score -252964.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -252998.765625 Penalty: 2739.430664
	Iteration 30Q: 3 clusters Score -252998.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -253033.781250 Penalty: 2739.430664
	Iteration 31Q: 3 clusters Score -253033.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -253076.265625 Penalty: 2739.430664
	Iteration 32Q: 3 clusters Score -253076.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -253117.031250 Penalty: 2739.430664
	Iteration 33Q: 3 clusters Score -253117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -253166.546875 Penalty: 2739.430664
	Iteration 34Q: 3 clusters Score -253166.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -253212.343750 Penalty: 2739.430664
	Iteration 35Q: 3 clusters Score -253212.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -253237.750000 Penalty: 2739.430664
	Iteration 36Q: 3 clusters Score -253237.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -253258.421875 Penalty: 2739.430664
	Iteration 37Q: 3 clusters Score -253258.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -253273.640625 Penalty: 2739.430664
	Iteration 38Q: 3 clusters Score -253273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -253278.578125 Penalty: 2739.430664
	Iteration 39Q: 3 clusters Score -253278.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -253284.156250 Penalty: 2739.430664
	Iteration 40F: 3 clusters Score -253284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -253286.515625 Penalty: 2739.430664
	Iteration 41Q: 3 clusters Score -253286.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -253290.921875 Penalty: 2739.430664
	Iteration 42Q: 3 clusters Score -253290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -253292.296875 Penalty: 2739.430664
	Iteration 43Q: 3 clusters Score -253292.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -253293.875000 Penalty: 2739.430664
	Iteration 44Q: 3 clusters Score -253293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -253294.562500 Penalty: 2739.430664
	Iteration 45Q: 3 clusters Score -253294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -253294.500000 Penalty: 2739.430664
	Iteration 46Q: 3 clusters Score -253294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -253294.671875 Penalty: 2739.430664
	Iteration 47Q: 3 clusters Score -253294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -253294.375000 Penalty: 2739.430664
	Iteration 48Q: 3 clusters Score -253294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -253294.375000 Penalty: 2739.430664
	Iteration 49F: 3 clusters Score -253294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -21775.251953 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -21775.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20741.164062 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -20741.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20929.406250 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -20929.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21009.210938 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -21009.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21044.849609 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -21044.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21104.371094 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -21104.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21145.861328 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -21145.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21170.777344 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -21170.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21200.957031 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -21200.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21212.857422 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -21212.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21226.478516 Penalty: 1972.238281
	Iteration 9Q: 3 clusters Score -21226.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21242.460938 Penalty: 1972.238281
	Iteration 10Q: 3 clusters Score -21242.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21244.435547 Penalty: 1972.238281
	Iteration 11Q: 3 clusters Score -21244.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21246.310547 Penalty: 1972.238281
	Iteration 12Q: 3 clusters Score -21246.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21247.716797 Penalty: 1972.238281
	Iteration 13Q: 3 clusters Score -21247.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21247.716797 Penalty: 1972.238281
	Iteration 14F: 3 clusters Score -21247.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -458342.875000 Penalty: 1452.596680
	Iteration 0F: 2 clusters Score -458342.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -452735.968750 Penalty: 2905.193359
	Iteration 0F: 3 clusters Score -452736 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -454510.781250 Penalty: 2905.193359
	Iteration 1F: 3 clusters Score -454510.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -454772.562500 Penalty: 2905.193359
	Iteration 2F: 3 clusters Score -454772.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -454987.312500 Penalty: 2905.193359
	Iteration 3F: 3 clusters Score -454987.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -455233.812500 Penalty: 2905.193359
	Iteration 4F: 3 clusters Score -455233.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -455518.000000 Penalty: 2905.193359
	Iteration 5F: 3 clusters Score -455518 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -455851.937500 Penalty: 2905.193359
	Iteration 6F: 3 clusters Score -455851.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -456197.812500 Penalty: 2905.193359
	Iteration 7F: 3 clusters Score -456197.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -456473.218750 Penalty: 2905.193359
	Iteration 8Q: 3 clusters Score -456473.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -456655.000000 Penalty: 2905.193359
	Iteration 9Q: 3 clusters Score -456655 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -456763.906250 Penalty: 2905.193359
	Iteration 10Q: 3 clusters Score -456763.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -456836.656250 Penalty: 2905.193359
	Iteration 11Q: 3 clusters Score -456836.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -456891.125000 Penalty: 2905.193359
	Iteration 12Q: 3 clusters Score -456891.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -456926.687500 Penalty: 2905.193359
	Iteration 13Q: 3 clusters Score -456926.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -456950.531250 Penalty: 2905.193359
	Iteration 14Q: 3 clusters Score -456950.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -456980.531250 Penalty: 2905.193359
	Iteration 15Q: 3 clusters Score -456980.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -456995.562500 Penalty: 2905.193359
	Iteration 16Q: 3 clusters Score -456995.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -457007.250000 Penalty: 2905.193359
	Iteration 17Q: 3 clusters Score -457007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -457017.093750 Penalty: 2905.193359
	Iteration 18Q: 3 clusters Score -457017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -457022.093750 Penalty: 2905.193359
	Iteration 19Q: 3 clusters Score -457022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -457026.187500 Penalty: 2905.193359
	Iteration 20F: 3 clusters Score -457026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -457031.750000 Penalty: 2905.193359
	Iteration 21Q: 3 clusters Score -457031.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -457037.500000 Penalty: 2905.193359
	Iteration 22Q: 3 clusters Score -457037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -457044.593750 Penalty: 2905.193359
	Iteration 23Q: 3 clusters Score -457044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -457047.468750 Penalty: 2905.193359
	Iteration 24Q: 3 clusters Score -457047.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -457049.343750 Penalty: 2905.193359
	Iteration 25Q: 3 clusters Score -457049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -457049.968750 Penalty: 2905.193359
	Iteration 26Q: 3 clusters Score -457050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -457052.375000 Penalty: 2905.193359
	Iteration 27Q: 3 clusters Score -457052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -457054.937500 Penalty: 2905.193359
	Iteration 28Q: 3 clusters Score -457054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -457055.531250 Penalty: 2905.193359
	Iteration 29Q: 3 clusters Score -457055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -457055.906250 Penalty: 2905.193359
	Iteration 30Q: 3 clusters Score -457055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -457056.843750 Penalty: 2905.193359
	Iteration 31Q: 3 clusters Score -457056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -457056.843750 Penalty: 2905.193359
	Iteration 32F: 3 clusters Score -457056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -75770.812500 Penalty: 1164.518188
	Iteration 0F: 2 clusters Score -75770.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -74137.195312 Penalty: 2329.036377
	Iteration 0F: 3 clusters Score -74137.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -74461.742188 Penalty: 2329.036377
	Iteration 1F: 3 clusters Score -74461.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -74539.554688 Penalty: 2329.036377
	Iteration 2F: 3 clusters Score -74539.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -74588.507812 Penalty: 2329.036377
	Iteration 3Q: 3 clusters Score -74588.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74615.296875 Penalty: 2329.036377
	Iteration 4Q: 3 clusters Score -74615.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -74637.351562 Penalty: 2329.036377
	Iteration 5Q: 3 clusters Score -74637.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -74646.101562 Penalty: 2329.036377
	Iteration 6Q: 3 clusters Score -74646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74652.085938 Penalty: 2329.036377
	Iteration 7Q: 3 clusters Score -74652.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -74658.531250 Penalty: 2329.036377
	Iteration 8Q: 3 clusters Score -74658.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -74661.234375 Penalty: 2329.036377
	Iteration 9Q: 3 clusters Score -74661.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -74663.562500 Penalty: 2329.036377
	Iteration 10Q: 3 clusters Score -74663.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -74664.312500 Penalty: 2329.036377
	Iteration 11Q: 3 clusters Score -74664.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74666.007812 Penalty: 2329.036377
	Iteration 12Q: 3 clusters Score -74666.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74667.210938 Penalty: 2329.036377
	Iteration 13Q: 3 clusters Score -74667.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74669.054688 Penalty: 2329.036377
	Iteration 14Q: 3 clusters Score -74669.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -74670.328125 Penalty: 2329.036377
	Iteration 15Q: 3 clusters Score -74670.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -74671.960938 Penalty: 2329.036377
	Iteration 16Q: 3 clusters Score -74671.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -74673.617188 Penalty: 2329.036377
	Iteration 17Q: 3 clusters Score -74673.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -74674.664062 Penalty: 2329.036377
	Iteration 18Q: 3 clusters Score -74674.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -74675.375000 Penalty: 2329.036377
	Iteration 19Q: 3 clusters Score -74675.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -74675.375000 Penalty: 2329.036377
	Iteration 20F: 3 clusters Score -74675.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -85694.007812 Penalty: 1232.442993
	Iteration 0F: 2 clusters Score -85694.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -83655.218750 Penalty: 2464.885986
	Iteration 0F: 3 clusters Score -83655.22 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -84332.250000 Penalty: 2464.885986
	Iteration 1F: 3 clusters Score -84332.25 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84942.335938 Penalty: 2464.885986
	Iteration 2F: 3 clusters Score -84942.34 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -85402.109375 Penalty: 2464.885986
	Iteration 3F: 3 clusters Score -85402.11 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -85696.937500 Penalty: 2464.885986
	Iteration 4F: 3 clusters Score -85696.94 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -85898.187500 Penalty: 2464.885986
	Iteration 5F: 3 clusters Score -85898.19 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -86017.226562 Penalty: 2464.885986
	Iteration 6Q: 3 clusters Score -86017.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -86058.507812 Penalty: 2464.885986
	Iteration 7Q: 3 clusters Score -86058.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -86080.218750 Penalty: 2464.885986
	Iteration 8Q: 3 clusters Score -86080.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -86099.109375 Penalty: 2464.885986
	Iteration 9Q: 3 clusters Score -86099.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -86116.164062 Penalty: 2464.885986
	Iteration 10Q: 3 clusters Score -86116.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -86135.890625 Penalty: 2464.885986
	Iteration 11Q: 3 clusters Score -86135.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -86149.078125 Penalty: 2464.885986
	Iteration 12Q: 3 clusters Score -86149.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -86153.562500 Penalty: 2464.885986
	Iteration 13Q: 3 clusters Score -86153.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -86155.906250 Penalty: 2464.885986
	Iteration 14Q: 3 clusters Score -86155.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -86158.773438 Penalty: 2464.885986
	Iteration 15Q: 3 clusters Score -86158.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -86161.109375 Penalty: 2464.885986
	Iteration 16Q: 3 clusters Score -86161.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -86163.929688 Penalty: 2464.885986
	Iteration 17Q: 3 clusters Score -86163.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -86165.875000 Penalty: 2464.885986
	Iteration 18Q: 3 clusters Score -86165.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -86168.281250 Penalty: 2464.885986
	Iteration 19Q: 3 clusters Score -86168.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -86169.023438 Penalty: 2464.885986
	Iteration 20F: 3 clusters Score -86169.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -86169.507812 Penalty: 2464.885986
	Iteration 21Q: 3 clusters Score -86169.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -86170.031250 Penalty: 2464.885986
	Iteration 22Q: 3 clusters Score -86170.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -86171.523438 Penalty: 2464.885986
	Iteration 23Q: 3 clusters Score -86171.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -86173.500000 Penalty: 2464.885986
	Iteration 24Q: 3 clusters Score -86173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -86175.078125 Penalty: 2464.885986
	Iteration 25Q: 3 clusters Score -86175.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -86175.078125 Penalty: 2464.885986
	Iteration 26F: 3 clusters Score -86175.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 454 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Mstep: Class 42 contains 1024 members 
Mstep: Class 43 contains 1970 members 
Mstep: Class 44 contains 1513 members 
Entering Unmasked Estep 
Score: -12697654.000000 Penalty: 88393.125000
Splitting cluster 39 changes total score from -12697695.000000 to -12697654.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -122812.773438 Penalty: 1245.532593
	Iteration 0F: 2 clusters Score -122812.8 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 1031 members 
Entering Unmasked Estep 
Score: -120650.921875 Penalty: 2491.065186
	Iteration 0F: 3 clusters Score -120650.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -121172.523438 Penalty: 2491.065186
	Iteration 1F: 3 clusters Score -121172.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -121384.867188 Penalty: 2491.065186
	Iteration 2F: 3 clusters Score -121384.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121549.226562 Penalty: 2491.065186
	Iteration 3F: 3 clusters Score -121549.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121667.085938 Penalty: 2491.065186
	Iteration 4F: 3 clusters Score -121667.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -121740.171875 Penalty: 2491.065186
	Iteration 5Q: 3 clusters Score -121740.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -121796.210938 Penalty: 2491.065186
	Iteration 6Q: 3 clusters Score -121796.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121840.703125 Penalty: 2491.065186
	Iteration 7Q: 3 clusters Score -121840.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121875.609375 Penalty: 2491.065186
	Iteration 8Q: 3 clusters Score -121875.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121899.078125 Penalty: 2491.065186
	Iteration 9Q: 3 clusters Score -121899.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121916.515625 Penalty: 2491.065186
	Iteration 10Q: 3 clusters Score -121916.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121929.515625 Penalty: 2491.065186
	Iteration 11Q: 3 clusters Score -121929.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121947.812500 Penalty: 2491.065186
	Iteration 12Q: 3 clusters Score -121947.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121956.242188 Penalty: 2491.065186
	Iteration 13Q: 3 clusters Score -121956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121961.632812 Penalty: 2491.065186
	Iteration 14Q: 3 clusters Score -121961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121963.367188 Penalty: 2491.065186
	Iteration 15Q: 3 clusters Score -121963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121967.062500 Penalty: 2491.065186
	Iteration 16Q: 3 clusters Score -121967.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121971.734375 Penalty: 2491.065186
	Iteration 17Q: 3 clusters Score -121971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121972.382812 Penalty: 2491.065186
	Iteration 18Q: 3 clusters Score -121972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121972.382812 Penalty: 2491.065186
	Iteration 19F: 3 clusters Score -121972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -110565.625000 Penalty: 1228.766724
	Iteration 0F: 2 clusters Score -110565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -108533.578125 Penalty: 2457.533447
	Iteration 0F: 3 clusters Score -108533.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -108972.273438 Penalty: 2457.533447
	Iteration 1F: 3 clusters Score -108972.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -109099.648438 Penalty: 2457.533447
	Iteration 2F: 3 clusters Score -109099.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -109167.726562 Penalty: 2457.533447
	Iteration 3F: 3 clusters Score -109167.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -109200.437500 Penalty: 2457.533447
	Iteration 4Q: 3 clusters Score -109200.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109221.585938 Penalty: 2457.533447
	Iteration 5Q: 3 clusters Score -109221.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109243.921875 Penalty: 2457.533447
	Iteration 6Q: 3 clusters Score -109243.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -109265.671875 Penalty: 2457.533447
	Iteration 7Q: 3 clusters Score -109265.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109281.476562 Penalty: 2457.533447
	Iteration 8Q: 3 clusters Score -109281.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109293.835938 Penalty: 2457.533447
	Iteration 9Q: 3 clusters Score -109293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109302.195312 Penalty: 2457.533447
	Iteration 10Q: 3 clusters Score -109302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109309.953125 Penalty: 2457.533447
	Iteration 11Q: 3 clusters Score -109310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -109318.710938 Penalty: 2457.533447
	Iteration 12Q: 3 clusters Score -109318.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -109327.984375 Penalty: 2457.533447
	Iteration 13Q: 3 clusters Score -109328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -109338.023438 Penalty: 2457.533447
	Iteration 14Q: 3 clusters Score -109338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109341.132812 Penalty: 2457.533447
	Iteration 15Q: 3 clusters Score -109341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -109345.187500 Penalty: 2457.533447
	Iteration 16Q: 3 clusters Score -109345.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -109348.273438 Penalty: 2457.533447
	Iteration 17Q: 3 clusters Score -109348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -109350.656250 Penalty: 2457.533447
	Iteration 18Q: 3 clusters Score -109350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -109351.851562 Penalty: 2457.533447
	Iteration 19Q: 3 clusters Score -109351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -109352.929688 Penalty: 2457.533447
	Iteration 20F: 3 clusters Score -109352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -109353.632812 Penalty: 2457.533447
	Iteration 21Q: 3 clusters Score -109353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -109354.539062 Penalty: 2457.533447
	Iteration 22Q: 3 clusters Score -109354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -109354.835938 Penalty: 2457.533447
	Iteration 23Q: 3 clusters Score -109354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -109355.078125 Penalty: 2457.533447
	Iteration 24Q: 3 clusters Score -109355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -109355.078125 Penalty: 2457.533447
	Iteration 25F: 3 clusters Score -109355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10135 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8298 members 
Mstep: Class 8 contains 18351 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 12687 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 340 members 
Mstep: Class 14 contains 5223 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3946 members 
Mstep: Class 19 contains 2465 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 3066 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3390 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 792 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 4578 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 1967 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698401.000000 Penalty: 86384.187500
Iteration 119Q: 44 clusters Score -1.26984e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 12242 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 10130 members 
Mstep: Class 6 contains 13102 members 
Mstep: Class 7 contains 8282 members 
Mstep: Class 8 contains 18342 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 12681 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 2458 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 8026 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7900 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 743 members 
Mstep: Class 30 contains 3469 members 
Mstep: Class 31 contains 3411 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 794 members 
Mstep: Class 34 contains 2687 members 
Mstep: Class 35 contains 4570 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7618 members 
Mstep: Class 38 contains 1305 members 
Mstep: Class 39 contains 2077 members 
Mstep: Class 40 contains 2144 members 
Mstep: Class 41 contains 1927 members 
Mstep: Class 42 contains 985 members 
Mstep: Class 43 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699000.000000 Penalty: 86384.187500
Iteration 120F: 44 clusters Score -1.2699e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 12238 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 10116 members 
Mstep: Class 6 contains 13105 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 18331 members 
Mstep: Class 9 contains 25738 members 
Mstep: Class 10 contains 12683 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 18295 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8014 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 2422 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 3068 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 747 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3445 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 789 members 
Mstep: Class 34 contains 2678 members 
Mstep: Class 35 contains 4562 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7610 members 
Mstep: Class 38 contains 1308 members 
Mstep: Class 39 contains 2157 members 
Mstep: Class 40 contains 2146 members 
Mstep: Class 41 contains 1934 members 
Mstep: Class 42 contains 1088 members 
Mstep: Class 43 contains 1997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699348.000000 Penalty: 86384.187500
Iteration 121Q: 44 clusters Score -1.269935e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 12233 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 13105 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 18320 members 
Mstep: Class 9 contains 25736 members 
Mstep: Class 10 contains 12677 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 2450 members 
Mstep: Class 20 contains 18274 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 8005 members 
Mstep: Class 23 contains 6306 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3070 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 758 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 3473 members 
Mstep: Class 32 contains 11323 members 
Mstep: Class 33 contains 782 members 
Mstep: Class 34 contains 2683 members 
Mstep: Class 35 contains 4553 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7608 members 
Mstep: Class 38 contains 1314 members 
Mstep: Class 39 contains 2218 members 
Mstep: Class 40 contains 2149 members 
Mstep: Class 41 contains 1940 members 
Mstep: Class 42 contains 1161 members 
Mstep: Class 43 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699479.000000 Penalty: 86384.187500
Iteration 122Q: 44 clusters Score -1.269948e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 12225 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 10110 members 
Mstep: Class 6 contains 13101 members 
Mstep: Class 7 contains 8243 members 
Mstep: Class 8 contains 18317 members 
Mstep: Class 9 contains 25731 members 
Mstep: Class 10 contains 12674 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 18250 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 7997 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 3076 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 764 members 
Mstep: Class 30 contains 3450 members 
Mstep: Class 31 contains 3510 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 4548 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7607 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 2149 members 
Mstep: Class 41 contains 1946 members 
Mstep: Class 42 contains 1228 members 
Mstep: Class 43 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699612.000000 Penalty: 86384.187500
Iteration 123Q: 44 clusters Score -1.269961e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 12221 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 10107 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 18309 members 
Mstep: Class 9 contains 25726 members 
Mstep: Class 10 contains 12672 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3772 members 
Mstep: Class 19 contains 2453 members 
Mstep: Class 20 contains 18217 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 7992 members 
Mstep: Class 23 contains 6292 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7875 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1076 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 3449 members 
Mstep: Class 31 contains 3560 members 
Mstep: Class 32 contains 11325 members 
Mstep: Class 33 contains 774 members 
Mstep: Class 34 contains 2689 members 
Mstep: Class 35 contains 4550 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7609 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 2289 members 
Mstep: Class 40 contains 2151 members 
Mstep: Class 41 contains 1950 members 
Mstep: Class 42 contains 1286 members 
Mstep: Class 43 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699710.000000 Penalty: 86384.187500
Iteration 124Q: 44 clusters Score -1.269971e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 12214 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 13098 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 18302 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12664 members 
Mstep: Class 11 contains 2625 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 18202 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 7986 members 
Mstep: Class 23 contains 6291 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 771 members 
Mstep: Class 30 contains 3449 members 
Mstep: Class 31 contains 3607 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 773 members 
Mstep: Class 34 contains 2690 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7609 members 
Mstep: Class 38 contains 1320 members 
Mstep: Class 39 contains 2321 members 
Mstep: Class 40 contains 2151 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1340 members 
Mstep: Class 43 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699758.000000 Penalty: 86384.187500
Iteration 125Q: 44 clusters Score -1.269976e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 12206 members 
Mstep: Class 4 contains 5534 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13097 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 18299 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12658 members 
Mstep: Class 11 contains 2608 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 20 contains 18190 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 7986 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3086 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 3453 members 
Mstep: Class 31 contains 3637 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 769 members 
Mstep: Class 34 contains 2691 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7608 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 2346 members 
Mstep: Class 40 contains 2150 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699799.000000 Penalty: 86384.187500
Iteration 126Q: 44 clusters Score -1.26998e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 12207 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13096 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 18297 members 
Mstep: Class 9 contains 25720 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 19 contains 2457 members 
Mstep: Class 20 contains 18182 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 7981 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3087 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 3667 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 2692 members 
Mstep: Class 35 contains 4548 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7608 members 
Mstep: Class 38 contains 1325 members 
Mstep: Class 39 contains 2362 members 
Mstep: Class 40 contains 2150 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699870.000000 Penalty: 86384.187500
Iteration 127Q: 44 clusters Score -1.269987e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 13093 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 18296 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12645 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 2129 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 2454 members 
Mstep: Class 20 contains 18171 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 7975 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3087 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 775 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 3691 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2694 members 
Mstep: Class 35 contains 4550 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7609 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2378 members 
Mstep: Class 40 contains 2149 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 1479 members 
Mstep: Class 43 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699929.000000 Penalty: 86384.187500
Iteration 128Q: 44 clusters Score -1.269993e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11352 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 13089 members 
Mstep: Class 7 contains 8232 members 
Mstep: Class 8 contains 18296 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 2592 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 2451 members 
Mstep: Class 20 contains 18162 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 7971 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2421 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3090 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 3454 members 
Mstep: Class 31 contains 3711 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2700 members 
Mstep: Class 35 contains 4549 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7610 members 
Mstep: Class 38 contains 1328 members 
Mstep: Class 39 contains 2388 members 
Mstep: Class 40 contains 2149 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 1528 members 
Mstep: Class 43 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699939.000000 Penalty: 86384.187500
Iteration 129Q: 44 clusters Score -1.269994e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 8230 members 
Mstep: Class 8 contains 18294 members 
Mstep: Class 9 contains 25720 members 
Mstep: Class 10 contains 12643 members 
Mstep: Class 11 contains 2586 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 2449 members 
Mstep: Class 20 contains 18160 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3092 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 773 members 
Mstep: Class 30 contains 3455 members 
Mstep: Class 31 contains 3723 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2704 members 
Mstep: Class 35 contains 4549 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7610 members 
Mstep: Class 38 contains 1329 members 
Mstep: Class 39 contains 2394 members 
Mstep: Class 40 contains 2152 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 1579 members 
Mstep: Class 43 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699993.000000 Penalty: 86384.187500
Iteration 130Q: 44 clusters Score -1.269999e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13089 members 
Mstep: Class 7 contains 8228 members 
Mstep: Class 8 contains 18293 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 18155 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3099 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 3737 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2705 members 
Mstep: Class 35 contains 4549 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7610 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2406 members 
Mstep: Class 40 contains 2152 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 1616 members 
Mstep: Class 43 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700018.000000 Penalty: 86384.187500
Iteration 131Q: 44 clusters Score -1.270002e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11348 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 8225 members 
Mstep: Class 8 contains 18289 members 
Mstep: Class 9 contains 25724 members 
Mstep: Class 10 contains 12641 members 
Mstep: Class 11 contains 2572 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3628 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 18153 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 7963 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3101 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 776 members 
Mstep: Class 30 contains 3460 members 
Mstep: Class 31 contains 3747 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2706 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7609 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2417 members 
Mstep: Class 40 contains 2152 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 1653 members 
Mstep: Class 43 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700039.000000 Penalty: 86384.187500
Iteration 132Q: 44 clusters Score -1.270004e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11347 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 18289 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12641 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 18150 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3107 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 778 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3757 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2708 members 
Mstep: Class 35 contains 4548 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2419 members 
Mstep: Class 40 contains 2153 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1697 members 
Mstep: Class 43 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700048.000000 Penalty: 86384.187500
Iteration 133Q: 44 clusters Score -1.270005e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11346 members 
Mstep: Class 3 contains 12206 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 13088 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 18288 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12641 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4494 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 18145 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7960 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3110 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 777 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3764 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2428 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1750 members 
Mstep: Class 43 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700071.000000 Penalty: 86384.187500
Iteration 134Q: 44 clusters Score -1.270007e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11345 members 
Mstep: Class 3 contains 12205 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10107 members 
Mstep: Class 6 contains 13087 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 18286 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 2561 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 346 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18138 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3113 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 777 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 3772 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4546 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2433 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1799 members 
Mstep: Class 43 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700151.000000 Penalty: 86384.187500
Iteration 135Q: 44 clusters Score -1.270015e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 12204 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10110 members 
Mstep: Class 6 contains 13086 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 18285 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12640 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18133 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3116 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 778 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 3778 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2435 members 
Mstep: Class 40 contains 2155 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1839 members 
Mstep: Class 43 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700159.000000 Penalty: 86384.187500
Iteration 136Q: 44 clusters Score -1.270016e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 12202 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 13085 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 18284 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 2444 members 
Mstep: Class 20 contains 18128 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3120 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 3783 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4545 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2435 members 
Mstep: Class 40 contains 2156 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1871 members 
Mstep: Class 43 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700166.000000 Penalty: 86384.187500
Iteration 137Q: 44 clusters Score -1.270017e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13084 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18127 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7959 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3124 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3461 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2436 members 
Mstep: Class 40 contains 2157 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700159.000000 Penalty: 86384.187500
Iteration 138Q: 44 clusters Score -1.270016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7958 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3126 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3462 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2437 members 
Mstep: Class 40 contains 2157 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1959 members 
Mstep: Class 43 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700175.000000 Penalty: 86384.187500
Iteration 139Q: 44 clusters Score -1.270018e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11343 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 8221 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12640 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3570 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3126 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3460 members 
Mstep: Class 31 contains 3787 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2442 members 
Mstep: Class 40 contains 2158 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700223.000000 Penalty: 86384.187500
Iteration 140F: 44 clusters Score -1.270022e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11342 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25724 members 
Mstep: Class 10 contains 12640 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 4190 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1085 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3127 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3788 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 4545 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2448 members 
Mstep: Class 40 contains 2159 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700248.000000 Penalty: 86384.187500
Iteration 141Q: 44 clusters Score -1.270025e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11341 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12641 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 4131 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3129 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 11323 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 4544 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2453 members 
Mstep: Class 40 contains 2160 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 2120 members 
Mstep: Class 43 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700272.000000 Penalty: 86384.187500
Iteration 142Q: 44 clusters Score -1.270027e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 18281 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3537 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 782 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2714 members 
Mstep: Class 35 contains 4543 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2461 members 
Mstep: Class 40 contains 2161 members 
Mstep: Class 41 contains 1954 members 
Mstep: Class 42 contains 2186 members 
Mstep: Class 43 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700319.000000 Penalty: 86384.187500
Iteration 143Q: 44 clusters Score -1.270032e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10114 members 
Mstep: Class 6 contains 13083 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25719 members 
Mstep: Class 10 contains 12636 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4543 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2471 members 
Mstep: Class 40 contains 2161 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2241 members 
Mstep: Class 43 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700342.000000 Penalty: 86384.187500
Iteration 144Q: 44 clusters Score -1.270034e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 18281 members 
Mstep: Class 9 contains 25720 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3514 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7878 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2479 members 
Mstep: Class 40 contains 2160 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 2287 members 
Mstep: Class 43 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700360.000000 Penalty: 86384.187500
Iteration 145Q: 44 clusters Score -1.270036e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8216 members 
Mstep: Class 8 contains 18282 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2481 members 
Mstep: Class 40 contains 2161 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 2335 members 
Mstep: Class 43 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700382.000000 Penalty: 86384.187500
Iteration 146Q: 44 clusters Score -1.270038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 18280 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7876 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3463 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4540 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2486 members 
Mstep: Class 40 contains 2161 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 2359 members 
Mstep: Class 43 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700403.000000 Penalty: 86384.187500
Iteration 147Q: 44 clusters Score -1.27004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8211 members 
Mstep: Class 8 contains 18279 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3870 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3486 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6299 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7878 members 
Mstep: Class 26 contains 3147 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3464 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2490 members 
Mstep: Class 40 contains 2161 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 2388 members 
Mstep: Class 43 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700403.000000 Penalty: 86384.187500
Iteration 148Q: 44 clusters Score -1.27004e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 18279 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3850 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3464 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2492 members 
Mstep: Class 40 contains 2162 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 2409 members 
Mstep: Class 43 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700440.000000 Penalty: 86384.187500
Iteration 149Q: 44 clusters Score -1.270044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8208 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 25723 members 
Mstep: Class 10 contains 12636 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3832 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 2440 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3465 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4540 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2494 members 
Mstep: Class 40 contains 2162 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 2428 members 
Mstep: Class 43 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700442.000000 Penalty: 86384.187500
Iteration 150Q: 44 clusters Score -1.270044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8206 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 25724 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3810 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3471 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 779 members 
Mstep: Class 30 contains 3466 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2712 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2497 members 
Mstep: Class 40 contains 2162 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2451 members 
Mstep: Class 43 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700435.000000 Penalty: 86384.187500
Iteration 151Q: 44 clusters Score -1.270044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8206 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 25724 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 780 members 
Mstep: Class 30 contains 3466 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2499 members 
Mstep: Class 40 contains 2162 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2475 members 
Mstep: Class 43 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700442.000000 Penalty: 86384.187500
Iteration 152Q: 44 clusters Score -1.270044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8205 members 
Mstep: Class 8 contains 18277 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12635 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7884 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 781 members 
Mstep: Class 30 contains 3468 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2501 members 
Mstep: Class 40 contains 2163 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2491 members 
Mstep: Class 43 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700436.000000 Penalty: 86384.187500
Iteration 153Q: 44 clusters Score -1.270044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8205 members 
Mstep: Class 8 contains 18276 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12634 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 2439 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 783 members 
Mstep: Class 30 contains 3470 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2711 members 
Mstep: Class 35 contains 4540 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2502 members 
Mstep: Class 40 contains 2164 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2503 members 
Mstep: Class 43 contains 2182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700451.000000 Penalty: 86384.187500
Iteration 154Q: 44 clusters Score -1.270045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8205 members 
Mstep: Class 8 contains 18277 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12631 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3752 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 786 members 
Mstep: Class 30 contains 3469 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4539 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2503 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2511 members 
Mstep: Class 43 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700445.000000 Penalty: 86384.187500
Iteration 155Q: 44 clusters Score -1.270044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 18275 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12628 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3461 members 
Mstep: Class 19 contains 2438 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 788 members 
Mstep: Class 30 contains 3471 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4538 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2508 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 1958 members 
Mstep: Class 42 contains 2514 members 
Mstep: Class 43 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700481.000000 Penalty: 86384.187500
Iteration 156Q: 44 clusters Score -1.270048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 12198 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8204 members 
Mstep: Class 8 contains 18272 members 
Mstep: Class 9 contains 25722 members 
Mstep: Class 10 contains 12626 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 2437 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 792 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 766 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4536 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 2509 members 
Mstep: Class 40 contains 2166 members 
Mstep: Class 41 contains 1959 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700518.000000 Penalty: 86384.187500
Iteration 157Q: 44 clusters Score -1.270052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12198 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8203 members 
Mstep: Class 8 contains 18268 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 12623 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 805 members 
Mstep: Class 30 contains 3477 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 765 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4537 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1326 members 
Mstep: Class 39 contains 2515 members 
Mstep: Class 40 contains 2167 members 
Mstep: Class 41 contains 1958 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700532.000000 Penalty: 86384.187500
Iteration 158Q: 44 clusters Score -1.270053e+07 nChanged 59
Entering ConstructFrom: 
Score: -12700532.000000 Penalty: 86384.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -108441.851562 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -108441.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -106368.921875 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -106368.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -106818.507812 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -106818.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -106904.757812 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -106904.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -106950.132812 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -106950.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -106984.117188 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -106984.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -107014.148438 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -107014.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107045.492188 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -107045.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107065.132812 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -107065.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -107075.750000 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -107075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -107080.906250 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -107080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -107086.367188 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -107086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -107091.429688 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -107091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -107094.609375 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -107094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -107098.773438 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -107098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -107100.039062 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -107100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -107100.625000 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -107100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -107101.296875 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -107101.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107101.781250 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -107101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -107102.531250 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -107102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -107103.015625 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -107103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107103.992188 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -107104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -107104.968750 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -107105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -107106.062500 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -107106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107106.453125 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -107106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -107107.656250 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -107107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -107108.625000 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -107108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -107110.414062 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -107110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -107110.789062 Penalty: 2465.051270
	Iteration 27Q: 3 clusters Score -107110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -107111.140625 Penalty: 2465.051270
	Iteration 28Q: 3 clusters Score -107111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -107112.218750 Penalty: 2465.051270
	Iteration 29Q: 3 clusters Score -107112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107112.757812 Penalty: 2465.051270
	Iteration 30Q: 3 clusters Score -107112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107113.648438 Penalty: 2465.051270
	Iteration 31Q: 3 clusters Score -107113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -107114.375000 Penalty: 2465.051270
	Iteration 32Q: 3 clusters Score -107114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -107114.609375 Penalty: 2465.051270
	Iteration 33Q: 3 clusters Score -107114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107114.539062 Penalty: 2465.051270
	Iteration 34Q: 3 clusters Score -107114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107114.539062 Penalty: 2465.051270
	Iteration 35F: 3 clusters Score -107114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -659440.312500 Penalty: 1517.100586
	Iteration 0F: 2 clusters Score -659440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -651394.437500 Penalty: 3034.201172
	Iteration 0F: 3 clusters Score -651394.4 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -654066.750000 Penalty: 3034.201172
	Iteration 1F: 3 clusters Score -654066.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -654381.125000 Penalty: 3034.201172
	Iteration 2F: 3 clusters Score -654381.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -654701.500000 Penalty: 3034.201172
	Iteration 3F: 3 clusters Score -654701.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -655032.750000 Penalty: 3034.201172
	Iteration 4F: 3 clusters Score -655032.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -655366.562500 Penalty: 3034.201172
	Iteration 5F: 3 clusters Score -655366.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -655738.937500 Penalty: 3034.201172
	Iteration 6F: 3 clusters Score -655738.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -656130.750000 Penalty: 3034.201172
	Iteration 7F: 3 clusters Score -656130.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -656495.937500 Penalty: 3034.201172
	Iteration 8F: 3 clusters Score -656495.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -656798.937500 Penalty: 3034.201172
	Iteration 9Q: 3 clusters Score -656798.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -657035.812500 Penalty: 3034.201172
	Iteration 10Q: 3 clusters Score -657035.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -657254.687500 Penalty: 3034.201172
	Iteration 11Q: 3 clusters Score -657254.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -657438.562500 Penalty: 3034.201172
	Iteration 12Q: 3 clusters Score -657438.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -657602.125000 Penalty: 3034.201172
	Iteration 13Q: 3 clusters Score -657602.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -657729.500000 Penalty: 3034.201172
	Iteration 14Q: 3 clusters Score -657729.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -657841.562500 Penalty: 3034.201172
	Iteration 15Q: 3 clusters Score -657841.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -657933.500000 Penalty: 3034.201172
	Iteration 16Q: 3 clusters Score -657933.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -658002.375000 Penalty: 3034.201172
	Iteration 17Q: 3 clusters Score -658002.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -658046.812500 Penalty: 3034.201172
	Iteration 18Q: 3 clusters Score -658046.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -658092.687500 Penalty: 3034.201172
	Iteration 19Q: 3 clusters Score -658092.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -658126.312500 Penalty: 3034.201172
	Iteration 20F: 3 clusters Score -658126.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -658161.562500 Penalty: 3034.201172
	Iteration 21Q: 3 clusters Score -658161.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -658181.937500 Penalty: 3034.201172
	Iteration 22Q: 3 clusters Score -658181.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -658196.937500 Penalty: 3034.201172
	Iteration 23Q: 3 clusters Score -658196.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -658215.750000 Penalty: 3034.201172
	Iteration 24Q: 3 clusters Score -658215.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -658231.625000 Penalty: 3034.201172
	Iteration 25Q: 3 clusters Score -658231.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -658241.562500 Penalty: 3034.201172
	Iteration 26Q: 3 clusters Score -658241.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -658256.250000 Penalty: 3034.201172
	Iteration 27Q: 3 clusters Score -658256.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -658267.875000 Penalty: 3034.201172
	Iteration 28Q: 3 clusters Score -658267.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -658276.125000 Penalty: 3034.201172
	Iteration 29Q: 3 clusters Score -658276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -658279.625000 Penalty: 3034.201172
	Iteration 30Q: 3 clusters Score -658279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -658282.062500 Penalty: 3034.201172
	Iteration 31Q: 3 clusters Score -658282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -658281.562500 Penalty: 3034.201172
	Iteration 32Q: 3 clusters Score -658281.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -658283.250000 Penalty: 3034.201172
	Iteration 33Q: 3 clusters Score -658283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -658284.187500 Penalty: 3034.201172
	Iteration 34Q: 3 clusters Score -658284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -658288.250000 Penalty: 3034.201172
	Iteration 35Q: 3 clusters Score -658288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -658292.500000 Penalty: 3034.201172
	Iteration 36Q: 3 clusters Score -658292.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -658297.312500 Penalty: 3034.201172
	Iteration 37Q: 3 clusters Score -658297.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -658301.000000 Penalty: 3034.201172
	Iteration 38Q: 3 clusters Score -658301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -658306.562500 Penalty: 3034.201172
	Iteration 39Q: 3 clusters Score -658306.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -658310.625000 Penalty: 3034.201172
	Iteration 40F: 3 clusters Score -658310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -658314.437500 Penalty: 3034.201172
	Iteration 41Q: 3 clusters Score -658314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -658316.125000 Penalty: 3034.201172
	Iteration 42Q: 3 clusters Score -658316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -658316.812500 Penalty: 3034.201172
	Iteration 43Q: 3 clusters Score -658316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -658317.000000 Penalty: 3034.201172
	Iteration 44Q: 3 clusters Score -658317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -658317.625000 Penalty: 3034.201172
	Iteration 45Q: 3 clusters Score -658317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -658318.250000 Penalty: 3034.201172
	Iteration 46Q: 3 clusters Score -658318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -658318.812500 Penalty: 3034.201172
	Iteration 47Q: 3 clusters Score -658318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -658321.000000 Penalty: 3034.201172
	Iteration 48Q: 3 clusters Score -658321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -658321.000000 Penalty: 3034.201172
	Iteration 49F: 3 clusters Score -658321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -739026.312500 Penalty: 1528.980225
	Iteration 0F: 2 clusters Score -739026.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -730456.000000 Penalty: 3057.960449
	Iteration 0F: 3 clusters Score -730456 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -733260.375000 Penalty: 3057.960449
	Iteration 1F: 3 clusters Score -733260.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -733597.125000 Penalty: 3057.960449
	Iteration 2F: 3 clusters Score -733597.1 nChanged 707
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: -734033.062500 Penalty: 3057.960449
	Iteration 3F: 3 clusters Score -734033.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -734669.312500 Penalty: 3057.960449
	Iteration 4F: 3 clusters Score -734669.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -735482.625000 Penalty: 3057.960449
	Iteration 5F: 3 clusters Score -735482.6 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -736341.750000 Penalty: 3057.960449
	Iteration 6F: 3 clusters Score -736341.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -736957.437500 Penalty: 3057.960449
	Iteration 7F: 3 clusters Score -736957.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -737333.187500 Penalty: 3057.960449
	Iteration 8Q: 3 clusters Score -737333.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -737526.875000 Penalty: 3057.960449
	Iteration 9Q: 3 clusters Score -737526.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -737630.937500 Penalty: 3057.960449
	Iteration 10Q: 3 clusters Score -737630.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -737694.125000 Penalty: 3057.960449
	Iteration 11Q: 3 clusters Score -737694.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -737726.937500 Penalty: 3057.960449
	Iteration 12Q: 3 clusters Score -737726.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -737747.687500 Penalty: 3057.960449
	Iteration 13Q: 3 clusters Score -737747.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -737763.250000 Penalty: 3057.960449
	Iteration 14Q: 3 clusters Score -737763.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -737773.500000 Penalty: 3057.960449
	Iteration 15Q: 3 clusters Score -737773.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -737785.937500 Penalty: 3057.960449
	Iteration 16Q: 3 clusters Score -737785.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -737794.062500 Penalty: 3057.960449
	Iteration 17Q: 3 clusters Score -737794.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -737807.437500 Penalty: 3057.960449
	Iteration 18Q: 3 clusters Score -737807.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -737818.625000 Penalty: 3057.960449
	Iteration 19Q: 3 clusters Score -737818.6 nChanged 59
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: -737829.125000 Penalty: 3057.960449
	Iteration 20F: 3 clusters Score -737829.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -737838.500000 Penalty: 3057.960449
	Iteration 21Q: 3 clusters Score -737838.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -737848.812500 Penalty: 3057.960449
	Iteration 22Q: 3 clusters Score -737848.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -737855.125000 Penalty: 3057.960449
	Iteration 23Q: 3 clusters Score -737855.1 nChanged 44
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: -737862.562500 Penalty: 3057.960449
	Iteration 24Q: 3 clusters Score -737862.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -737866.000000 Penalty: 3057.960449
	Iteration 25Q: 3 clusters Score -737866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -737873.312500 Penalty: 3057.960449
	Iteration 26Q: 3 clusters Score -737873.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -737879.250000 Penalty: 3057.960449
	Iteration 27Q: 3 clusters Score -737879.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -737884.250000 Penalty: 3057.960449
	Iteration 28Q: 3 clusters Score -737884.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -737886.750000 Penalty: 3057.960449
	Iteration 29Q: 3 clusters Score -737886.8 nChanged 34
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: -737891.687500 Penalty: 3057.960449
	Iteration 30Q: 3 clusters Score -737891.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -737896.812500 Penalty: 3057.960449
	Iteration 31Q: 3 clusters Score -737896.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -737899.312500 Penalty: 3057.960449
	Iteration 32Q: 3 clusters Score -737899.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -737906.187500 Penalty: 3057.960449
	Iteration 33Q: 3 clusters Score -737906.2 nChanged 26
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: -737909.250000 Penalty: 3057.960449
	Iteration 34Q: 3 clusters Score -737909.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -737913.312500 Penalty: 3057.960449
	Iteration 35Q: 3 clusters Score -737913.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -737916.562500 Penalty: 3057.960449
	Iteration 36Q: 3 clusters Score -737916.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -737923.125000 Penalty: 3057.960449
	Iteration 37Q: 3 clusters Score -737923.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -737929.312500 Penalty: 3057.960449
	Iteration 38Q: 3 clusters Score -737929.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -737933.375000 Penalty: 3057.960449
	Iteration 39Q: 3 clusters Score -737933.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -737937.375000 Penalty: 3057.960449
	Iteration 40F: 3 clusters Score -737937.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -737944.937500 Penalty: 3057.960449
	Iteration 41Q: 3 clusters Score -737944.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -737950.375000 Penalty: 3057.960449
	Iteration 42Q: 3 clusters Score -737950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -737954.125000 Penalty: 3057.960449
	Iteration 43Q: 3 clusters Score -737954.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -737955.375000 Penalty: 3057.960449
	Iteration 44Q: 3 clusters Score -737955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -737954.562500 Penalty: 3057.960449
	Iteration 45Q: 3 clusters Score -737954.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -737959.937500 Penalty: 3057.960449
	Iteration 46Q: 3 clusters Score -737959.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -737964.000000 Penalty: 3057.960449
	Iteration 47Q: 3 clusters Score -737964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -737967.312500 Penalty: 3057.960449
	Iteration 48Q: 3 clusters Score -737967.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -737970.000000 Penalty: 3057.960449
	Iteration 49Q: 3 clusters Score -737970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -737974.750000 Penalty: 3057.960449
	Iteration 50Q: 3 clusters Score -737974.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -737979.625000 Penalty: 3057.960449
	Iteration 51Q: 3 clusters Score -737979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -737984.062500 Penalty: 3057.960449
	Iteration 52Q: 3 clusters Score -737984.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -737987.375000 Penalty: 3057.960449
	Iteration 53Q: 3 clusters Score -737987.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -737991.000000 Penalty: 3057.960449
	Iteration 54Q: 3 clusters Score -737991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -737995.062500 Penalty: 3057.960449
	Iteration 55Q: 3 clusters Score -737995.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -737998.000000 Penalty: 3057.960449
	Iteration 56Q: 3 clusters Score -737998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -738003.250000 Penalty: 3057.960449
	Iteration 57Q: 3 clusters Score -738003.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -738006.875000 Penalty: 3057.960449
	Iteration 58Q: 3 clusters Score -738006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -738009.812500 Penalty: 3057.960449
	Iteration 59Q: 3 clusters Score -738009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -738013.687500 Penalty: 3057.960449
	Iteration 60F: 3 clusters Score -738013.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -738014.375000 Penalty: 3057.960449
	Iteration 61Q: 3 clusters Score -738014.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -738016.875000 Penalty: 3057.960449
	Iteration 62Q: 3 clusters Score -738016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -738018.625000 Penalty: 3057.960449
	Iteration 63Q: 3 clusters Score -738018.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -738021.812500 Penalty: 3057.960449
	Iteration 64Q: 3 clusters Score -738021.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -738022.625000 Penalty: 3057.960449
	Iteration 65Q: 3 clusters Score -738022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -738022.750000 Penalty: 3057.960449
	Iteration 66Q: 3 clusters Score -738022.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -738026.062500 Penalty: 3057.960449
	Iteration 67Q: 3 clusters Score -738026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -738024.937500 Penalty: 3057.960449
	Iteration 68Q: 3 clusters Score -738024.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -738025.625000 Penalty: 3057.960449
	Iteration 69Q: 3 clusters Score -738025.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -738027.250000 Penalty: 3057.960449
	Iteration 70Q: 3 clusters Score -738027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -738027.250000 Penalty: 3057.960449
	Iteration 71Q: 3 clusters Score -738027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -738028.250000 Penalty: 3057.960449
	Iteration 72Q: 3 clusters Score -738028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -738024.875000 Penalty: 3057.960449
	Iteration 73Q: 3 clusters Score -738024.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -738028.812500 Penalty: 3057.960449
	Iteration 74Q: 3 clusters Score -738028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -738030.062500 Penalty: 3057.960449
	Iteration 75Q: 3 clusters Score -738030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -738030.625000 Penalty: 3057.960449
	Iteration 76Q: 3 clusters Score -738030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -738030.125000 Penalty: 3057.960449
	Iteration 77Q: 3 clusters Score -738030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -738032.187500 Penalty: 3057.960449
	Iteration 78Q: 3 clusters Score -738032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -738032.312500 Penalty: 3057.960449
	Iteration 79Q: 3 clusters Score -738032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -738031.312500 Penalty: 3057.960449
	Iteration 80F: 3 clusters Score -738031.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -738030.937500 Penalty: 3057.960449
	Iteration 81Q: 3 clusters Score -738030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -738029.250000 Penalty: 3057.960449
	Iteration 82Q: 3 clusters Score -738029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -738034.000000 Penalty: 3057.960449
	Iteration 83Q: 3 clusters Score -738034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -738034.187500 Penalty: 3057.960449
	Iteration 84Q: 3 clusters Score -738034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -738034.875000 Penalty: 3057.960449
	Iteration 85Q: 3 clusters Score -738034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -738034.875000 Penalty: 3057.960449
	Iteration 86F: 3 clusters Score -738034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -323927.531250 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -323927.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -319654.625000 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -319654.6 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -320853.312500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -320853.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -321018.250000 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -321018.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -321141.875000 Penalty: 2801.301270
	Iteration 3Q: 3 clusters Score -321141.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -321233.281250 Penalty: 2801.301270
	Iteration 4Q: 3 clusters Score -321233.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -321318.562500 Penalty: 2801.301270
	Iteration 5Q: 3 clusters Score -321318.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -321398.750000 Penalty: 2801.301270
	Iteration 6Q: 3 clusters Score -321398.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -321494.500000 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -321494.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -321600.843750 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -321600.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -321714.093750 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -321714.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -321829.437500 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -321829.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -321911.187500 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -321911.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -321971.062500 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -321971.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -322032.531250 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -322032.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -322093.281250 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -322093.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -322144.500000 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -322144.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -322181.312500 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -322181.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -322207.937500 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -322207.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -322232.031250 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -322232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -322253.937500 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -322253.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -322277.093750 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -322277.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -322299.187500 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -322299.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -322314.562500 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -322314.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -322330.531250 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -322330.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -322343.125000 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -322343.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -322359.687500 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -322359.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -322369.968750 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -322370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -322378.093750 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -322378.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -322383.468750 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -322383.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -322389.312500 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -322389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -322394.281250 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -322394.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -322398.468750 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -322398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -322400.250000 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -322400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -322402.593750 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -322402.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -322405.468750 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -322405.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -322408.406250 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -322408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -322409.281250 Penalty: 2801.301270
	Iteration 36Q: 3 clusters Score -322409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -322410.312500 Penalty: 2801.301270
	Iteration 37Q: 3 clusters Score -322410.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -322412.375000 Penalty: 2801.301270
	Iteration 38Q: 3 clusters Score -322412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -322412.750000 Penalty: 2801.301270
	Iteration 39Q: 3 clusters Score -322412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -322413.343750 Penalty: 2801.301270
	Iteration 40F: 3 clusters Score -322413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Entering Unmasked Estep 
Score: -599185.750000 Penalty: 1498.506226
	Iteration 0F: 2 clusters Score -599185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -592016.500000 Penalty: 2997.012451
	Iteration 0F: 3 clusters Score -592016.5 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -594349.687500 Penalty: 2997.012451
	Iteration 1F: 3 clusters Score -594349.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -594647.750000 Penalty: 2997.012451
	Iteration 2F: 3 clusters Score -594647.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -594976.125000 Penalty: 2997.012451
	Iteration 3F: 3 clusters Score -594976.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -595326.937500 Penalty: 2997.012451
	Iteration 4F: 3 clusters Score -595326.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -595647.062500 Penalty: 2997.012451
	Iteration 5F: 3 clusters Score -595647.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -595946.125000 Penalty: 2997.012451
	Iteration 6F: 3 clusters Score -595946.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -596279.937500 Penalty: 2997.012451
	Iteration 7F: 3 clusters Score -596279.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -596585.375000 Penalty: 2997.012451
	Iteration 8F: 3 clusters Score -596585.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -596842.375000 Penalty: 2997.012451
	Iteration 9Q: 3 clusters Score -596842.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -597050.125000 Penalty: 2997.012451
	Iteration 10Q: 3 clusters Score -597050.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -597218.812500 Penalty: 2997.012451
	Iteration 11Q: 3 clusters Score -597218.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -597350.375000 Penalty: 2997.012451
	Iteration 12Q: 3 clusters Score -597350.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -597476.375000 Penalty: 2997.012451
	Iteration 13Q: 3 clusters Score -597476.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -597586.000000 Penalty: 2997.012451
	Iteration 14Q: 3 clusters Score -597586 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -597663.312500 Penalty: 2997.012451
	Iteration 15Q: 3 clusters Score -597663.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -597737.125000 Penalty: 2997.012451
	Iteration 16Q: 3 clusters Score -597737.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -597799.250000 Penalty: 2997.012451
	Iteration 17Q: 3 clusters Score -597799.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -597849.875000 Penalty: 2997.012451
	Iteration 18Q: 3 clusters Score -597849.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -597884.062500 Penalty: 2997.012451
	Iteration 19Q: 3 clusters Score -597884.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -597908.000000 Penalty: 2997.012451
	Iteration 20F: 3 clusters Score -597908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -597920.500000 Penalty: 2997.012451
	Iteration 21Q: 3 clusters Score -597920.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -597930.000000 Penalty: 2997.012451
	Iteration 22Q: 3 clusters Score -597930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -597942.750000 Penalty: 2997.012451
	Iteration 23Q: 3 clusters Score -597942.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -597951.250000 Penalty: 2997.012451
	Iteration 24Q: 3 clusters Score -597951.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -597957.562500 Penalty: 2997.012451
	Iteration 25Q: 3 clusters Score -597957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -597965.437500 Penalty: 2997.012451
	Iteration 26Q: 3 clusters Score -597965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -597971.500000 Penalty: 2997.012451
	Iteration 27Q: 3 clusters Score -597971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -597974.750000 Penalty: 2997.012451
	Iteration 28Q: 3 clusters Score -597974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -597977.625000 Penalty: 2997.012451
	Iteration 29Q: 3 clusters Score -597977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -597981.500000 Penalty: 2997.012451
	Iteration 30Q: 3 clusters Score -597981.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -597982.500000 Penalty: 2997.012451
	Iteration 31Q: 3 clusters Score -597982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -597987.625000 Penalty: 2997.012451
	Iteration 32Q: 3 clusters Score -597987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -597988.187500 Penalty: 2997.012451
	Iteration 33Q: 3 clusters Score -597988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -597988.625000 Penalty: 2997.012451
	Iteration 34Q: 3 clusters Score -597988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -597989.937500 Penalty: 2997.012451
	Iteration 35Q: 3 clusters Score -597989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -597990.125000 Penalty: 2997.012451
	Iteration 36Q: 3 clusters Score -597990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -597990.125000 Penalty: 2997.012451
	Iteration 37F: 3 clusters Score -597990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Entering Unmasked Estep 
Score: -755984.125000 Penalty: 1540.336304
	Iteration 0F: 2 clusters Score -755984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -746913.375000 Penalty: 3080.672607
	Iteration 0F: 3 clusters Score -746913.4 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -750070.437500 Penalty: 3080.672607
	Iteration 1F: 3 clusters Score -750070.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -750374.437500 Penalty: 3080.672607
	Iteration 2F: 3 clusters Score -750374.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -750684.000000 Penalty: 3080.672607
	Iteration 3F: 3 clusters Score -750684 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -750986.562500 Penalty: 3080.672607
	Iteration 4F: 3 clusters Score -750986.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -751331.000000 Penalty: 3080.672607
	Iteration 5F: 3 clusters Score -751331 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -751774.687500 Penalty: 3080.672607
	Iteration 6F: 3 clusters Score -751774.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -752228.187500 Penalty: 3080.672607
	Iteration 7F: 3 clusters Score -752228.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -752690.187500 Penalty: 3080.672607
	Iteration 8F: 3 clusters Score -752690.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -753099.250000 Penalty: 3080.672607
	Iteration 9Q: 3 clusters Score -753099.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -753428.687500 Penalty: 3080.672607
	Iteration 10Q: 3 clusters Score -753428.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -753696.687500 Penalty: 3080.672607
	Iteration 11Q: 3 clusters Score -753696.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -753911.875000 Penalty: 3080.672607
	Iteration 12Q: 3 clusters Score -753911.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -754092.625000 Penalty: 3080.672607
	Iteration 13Q: 3 clusters Score -754092.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -754232.625000 Penalty: 3080.672607
	Iteration 14Q: 3 clusters Score -754232.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -754330.500000 Penalty: 3080.672607
	Iteration 15Q: 3 clusters Score -754330.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -754413.250000 Penalty: 3080.672607
	Iteration 16Q: 3 clusters Score -754413.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -754461.687500 Penalty: 3080.672607
	Iteration 17Q: 3 clusters Score -754461.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -754493.500000 Penalty: 3080.672607
	Iteration 18Q: 3 clusters Score -754493.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -754521.187500 Penalty: 3080.672607
	Iteration 19Q: 3 clusters Score -754521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -754532.687500 Penalty: 3080.672607
	Iteration 20F: 3 clusters Score -754532.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -754544.500000 Penalty: 3080.672607
	Iteration 21Q: 3 clusters Score -754544.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -754555.625000 Penalty: 3080.672607
	Iteration 22Q: 3 clusters Score -754555.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -754573.375000 Penalty: 3080.672607
	Iteration 23Q: 3 clusters Score -754573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -754582.000000 Penalty: 3080.672607
	Iteration 24Q: 3 clusters Score -754582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -754585.812500 Penalty: 3080.672607
	Iteration 25Q: 3 clusters Score -754585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -754586.687500 Penalty: 3080.672607
	Iteration 26Q: 3 clusters Score -754586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -754594.750000 Penalty: 3080.672607
	Iteration 27Q: 3 clusters Score -754594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -754601.812500 Penalty: 3080.672607
	Iteration 28Q: 3 clusters Score -754601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -754603.375000 Penalty: 3080.672607
	Iteration 29Q: 3 clusters Score -754603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -754603.125000 Penalty: 3080.672607
	Iteration 30Q: 3 clusters Score -754603.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -754605.187500 Penalty: 3080.672607
	Iteration 31Q: 3 clusters Score -754605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -754606.812500 Penalty: 3080.672607
	Iteration 32Q: 3 clusters Score -754606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -754606.812500 Penalty: 3080.672607
	Iteration 33F: 3 clusters Score -754606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Entering Unmasked Estep 
Score: -480803.312500 Penalty: 1464.432007
	Iteration 0F: 2 clusters Score -480803.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -474798.906250 Penalty: 2928.864014
	Iteration 0F: 3 clusters Score -474798.9 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -476995.875000 Penalty: 2928.864014
	Iteration 1F: 3 clusters Score -476995.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -477378.531250 Penalty: 2928.864014
	Iteration 2F: 3 clusters Score -477378.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -477677.093750 Penalty: 2928.864014
	Iteration 3F: 3 clusters Score -477677.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -477922.593750 Penalty: 2928.864014
	Iteration 4F: 3 clusters Score -477922.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -478163.906250 Penalty: 2928.864014
	Iteration 5Q: 3 clusters Score -478163.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -478435.750000 Penalty: 2928.864014
	Iteration 6F: 3 clusters Score -478435.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -478691.656250 Penalty: 2928.864014
	Iteration 7Q: 3 clusters Score -478691.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -478906.406250 Penalty: 2928.864014
	Iteration 8Q: 3 clusters Score -478906.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -479125.062500 Penalty: 2928.864014
	Iteration 9Q: 3 clusters Score -479125.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -479311.593750 Penalty: 2928.864014
	Iteration 10Q: 3 clusters Score -479311.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -479466.125000 Penalty: 2928.864014
	Iteration 11Q: 3 clusters Score -479466.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -479602.281250 Penalty: 2928.864014
	Iteration 12Q: 3 clusters Score -479602.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -479704.593750 Penalty: 2928.864014
	Iteration 13Q: 3 clusters Score -479704.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -479791.468750 Penalty: 2928.864014
	Iteration 14Q: 3 clusters Score -479791.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -479866.281250 Penalty: 2928.864014
	Iteration 15Q: 3 clusters Score -479866.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -479919.562500 Penalty: 2928.864014
	Iteration 16Q: 3 clusters Score -479919.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -479957.687500 Penalty: 2928.864014
	Iteration 17Q: 3 clusters Score -479957.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -479982.000000 Penalty: 2928.864014
	Iteration 18Q: 3 clusters Score -479982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -480005.593750 Penalty: 2928.864014
	Iteration 19Q: 3 clusters Score -480005.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -480030.468750 Penalty: 2928.864014
	Iteration 20F: 3 clusters Score -480030.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -480050.718750 Penalty: 2928.864014
	Iteration 21Q: 3 clusters Score -480050.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -480072.906250 Penalty: 2928.864014
	Iteration 22Q: 3 clusters Score -480072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -480086.750000 Penalty: 2928.864014
	Iteration 23Q: 3 clusters Score -480086.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -480098.781250 Penalty: 2928.864014
	Iteration 24Q: 3 clusters Score -480098.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -480111.093750 Penalty: 2928.864014
	Iteration 25Q: 3 clusters Score -480111.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -480119.000000 Penalty: 2928.864014
	Iteration 26Q: 3 clusters Score -480119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -480125.093750 Penalty: 2928.864014
	Iteration 27Q: 3 clusters Score -480125.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -480134.781250 Penalty: 2928.864014
	Iteration 28Q: 3 clusters Score -480134.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -480146.468750 Penalty: 2928.864014
	Iteration 29Q: 3 clusters Score -480146.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -480157.656250 Penalty: 2928.864014
	Iteration 30Q: 3 clusters Score -480157.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -480167.125000 Penalty: 2928.864014
	Iteration 31Q: 3 clusters Score -480167.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -480175.000000 Penalty: 2928.864014
	Iteration 32Q: 3 clusters Score -480175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -480178.718750 Penalty: 2928.864014
	Iteration 33Q: 3 clusters Score -480178.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480182.156250 Penalty: 2928.864014
	Iteration 34Q: 3 clusters Score -480182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -480186.593750 Penalty: 2928.864014
	Iteration 35Q: 3 clusters Score -480186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -480188.281250 Penalty: 2928.864014
	Iteration 36Q: 3 clusters Score -480188.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480188.031250 Penalty: 2928.864014
	Iteration 37Q: 3 clusters Score -480188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -480188.625000 Penalty: 2928.864014
	Iteration 38Q: 3 clusters Score -480188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -480190.343750 Penalty: 2928.864014
	Iteration 39Q: 3 clusters Score -480190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480192.531250 Penalty: 2928.864014
	Iteration 40F: 3 clusters Score -480192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -480193.593750 Penalty: 2928.864014
	Iteration 41Q: 3 clusters Score -480193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -480193.125000 Penalty: 2928.864014
	Iteration 42Q: 3 clusters Score -480193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -480195.187500 Penalty: 2928.864014
	Iteration 43Q: 3 clusters Score -480195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480195.500000 Penalty: 2928.864014
	Iteration 44Q: 3 clusters Score -480195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -480195.781250 Penalty: 2928.864014
	Iteration 45Q: 3 clusters Score -480195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480196.968750 Penalty: 2928.864014
	Iteration 46Q: 3 clusters Score -480197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480196.281250 Penalty: 2928.864014
	Iteration 47Q: 3 clusters Score -480196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -480197.218750 Penalty: 2928.864014
	Iteration 48Q: 3 clusters Score -480197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -480197.750000 Penalty: 2928.864014
	Iteration 49Q: 3 clusters Score -480197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -480196.187500 Penalty: 2928.864014
	Iteration 50Q: 3 clusters Score -480196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -480197.750000 Penalty: 2928.864014
	Iteration 51Q: 3 clusters Score -480197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -480197.375000 Penalty: 2928.864014
	Iteration 52Q: 3 clusters Score -480197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -480198.562500 Penalty: 2928.864014
	Iteration 53Q: 3 clusters Score -480198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -480198.562500 Penalty: 2928.864014
	Iteration 54F: 3 clusters Score -480198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Entering Unmasked Estep 
Score: -1045233.312500 Penalty: 1594.543823
	Iteration 0F: 2 clusters Score -1045233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1032724.937500 Penalty: 3189.087646
	Iteration 0F: 3 clusters Score -1032725 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1037218.687500 Penalty: 3189.087646
	Iteration 1F: 3 clusters Score -1037219 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1037647.375000 Penalty: 3189.087646
	Iteration 2F: 3 clusters Score -1037647 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1038142.375000 Penalty: 3189.087646
	Iteration 3F: 3 clusters Score -1038142 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1038762.000000 Penalty: 3189.087646
	Iteration 4F: 3 clusters Score -1038762 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1039621.875000 Penalty: 3189.087646
	Iteration 5F: 3 clusters Score -1039622 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1040648.125000 Penalty: 3189.087646
	Iteration 6F: 3 clusters Score -1040648 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1041703.687500 Penalty: 3189.087646
	Iteration 7F: 3 clusters Score -1041704 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1042454.375000 Penalty: 3189.087646
	Iteration 8F: 3 clusters Score -1042454 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1042938.437500 Penalty: 3189.087646
	Iteration 9Q: 3 clusters Score -1042938 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1043270.375000 Penalty: 3189.087646
	Iteration 10Q: 3 clusters Score -1043270 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1043557.812500 Penalty: 3189.087646
	Iteration 11Q: 3 clusters Score -1043558 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1043776.500000 Penalty: 3189.087646
	Iteration 12Q: 3 clusters Score -1043776 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1043906.312500 Penalty: 3189.087646
	Iteration 13Q: 3 clusters Score -1043906 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1043987.187500 Penalty: 3189.087646
	Iteration 14Q: 3 clusters Score -1043987 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1044049.000000 Penalty: 3189.087646
	Iteration 15Q: 3 clusters Score -1044049 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1044088.062500 Penalty: 3189.087646
	Iteration 16Q: 3 clusters Score -1044088 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1044117.500000 Penalty: 3189.087646
	Iteration 17Q: 3 clusters Score -1044118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1044139.875000 Penalty: 3189.087646
	Iteration 18Q: 3 clusters Score -1044140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1044182.562500 Penalty: 3189.087646
	Iteration 19Q: 3 clusters Score -1044183 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1044217.875000 Penalty: 3189.087646
	Iteration 20F: 3 clusters Score -1044218 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1044252.562500 Penalty: 3189.087646
	Iteration 21Q: 3 clusters Score -1044253 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1044301.562500 Penalty: 3189.087646
	Iteration 22Q: 3 clusters Score -1044302 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1044365.687500 Penalty: 3189.087646
	Iteration 23Q: 3 clusters Score -1044366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1044426.437500 Penalty: 3189.087646
	Iteration 24Q: 3 clusters Score -1044426 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1044503.437500 Penalty: 3189.087646
	Iteration 25Q: 3 clusters Score -1044503 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1044565.250000 Penalty: 3189.087646
	Iteration 26Q: 3 clusters Score -1044565 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1044627.937500 Penalty: 3189.087646
	Iteration 27Q: 3 clusters Score -1044628 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1044684.125000 Penalty: 3189.087646
	Iteration 28Q: 3 clusters Score -1044684 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1044734.625000 Penalty: 3189.087646
	Iteration 29Q: 3 clusters Score -1044735 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1044772.812500 Penalty: 3189.087646
	Iteration 30Q: 3 clusters Score -1044773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1044809.875000 Penalty: 3189.087646
	Iteration 31Q: 3 clusters Score -1044810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1044838.437500 Penalty: 3189.087646
	Iteration 32Q: 3 clusters Score -1044838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1044868.187500 Penalty: 3189.087646
	Iteration 33Q: 3 clusters Score -1044868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1044882.625000 Penalty: 3189.087646
	Iteration 34Q: 3 clusters Score -1044883 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1044902.187500 Penalty: 3189.087646
	Iteration 35Q: 3 clusters Score -1044902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1044919.187500 Penalty: 3189.087646
	Iteration 36Q: 3 clusters Score -1044919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1044926.875000 Penalty: 3189.087646
	Iteration 37Q: 3 clusters Score -1044927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1044938.000000 Penalty: 3189.087646
	Iteration 38Q: 3 clusters Score -1044938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1044943.375000 Penalty: 3189.087646
	Iteration 39Q: 3 clusters Score -1044943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1044947.250000 Penalty: 3189.087646
	Iteration 40F: 3 clusters Score -1044947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1044951.812500 Penalty: 3189.087646
	Iteration 41Q: 3 clusters Score -1044952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1044956.812500 Penalty: 3189.087646
	Iteration 42Q: 3 clusters Score -1044957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1044964.375000 Penalty: 3189.087646
	Iteration 43Q: 3 clusters Score -1044964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1044974.625000 Penalty: 3189.087646
	Iteration 44Q: 3 clusters Score -1044975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1044979.062500 Penalty: 3189.087646
	Iteration 45Q: 3 clusters Score -1044979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1044982.625000 Penalty: 3189.087646
	Iteration 46Q: 3 clusters Score -1044983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1044986.250000 Penalty: 3189.087646
	Iteration 47Q: 3 clusters Score -1044986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1044990.187500 Penalty: 3189.087646
	Iteration 48Q: 3 clusters Score -1044990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1044991.000000 Penalty: 3189.087646
	Iteration 49Q: 3 clusters Score -1044991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1044992.125000 Penalty: 3189.087646
	Iteration 50Q: 3 clusters Score -1044992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1044993.875000 Penalty: 3189.087646
	Iteration 51Q: 3 clusters Score -1044994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1044995.125000 Penalty: 3189.087646
	Iteration 52Q: 3 clusters Score -1044995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1044995.437500 Penalty: 3189.087646
	Iteration 53Q: 3 clusters Score -1044995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1044997.750000 Penalty: 3189.087646
	Iteration 54Q: 3 clusters Score -1044998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1044996.750000 Penalty: 3189.087646
	Iteration 55Q: 3 clusters Score -1044997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1044997.437500 Penalty: 3189.087646
	Iteration 56Q: 3 clusters Score -1044997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1045000.875000 Penalty: 3189.087646
	Iteration 57Q: 3 clusters Score -1045001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1045000.937500 Penalty: 3189.087646
	Iteration 58Q: 3 clusters Score -1045001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1045001.750000 Penalty: 3189.087646
	Iteration 59Q: 3 clusters Score -1045002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1045002.500000 Penalty: 3189.087646
	Iteration 60F: 3 clusters Score -1045002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1045005.687500 Penalty: 3189.087646
	Iteration 61Q: 3 clusters Score -1045006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1045003.625000 Penalty: 3189.087646
	Iteration 62Q: 3 clusters Score -1045004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1045003.937500 Penalty: 3189.087646
	Iteration 63Q: 3 clusters Score -1045004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1045003.562500 Penalty: 3189.087646
	Iteration 64Q: 3 clusters Score -1045004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1045005.125000 Penalty: 3189.087646
	Iteration 65Q: 3 clusters Score -1045005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1045004.062500 Penalty: 3189.087646
	Iteration 66Q: 3 clusters Score -1045004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1045003.437500 Penalty: 3189.087646
	Iteration 67Q: 3 clusters Score -1045003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1045002.625000 Penalty: 3189.087646
	Iteration 68Q: 3 clusters Score -1045003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1045005.500000 Penalty: 3189.087646
	Iteration 69Q: 3 clusters Score -1045006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1045006.562500 Penalty: 3189.087646
	Iteration 70Q: 3 clusters Score -1045007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1045005.500000 Penalty: 3189.087646
	Iteration 71Q: 3 clusters Score -1045006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1045007.625000 Penalty: 3189.087646
	Iteration 72Q: 3 clusters Score -1045008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1045009.875000 Penalty: 3189.087646
	Iteration 73Q: 3 clusters Score -1045010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1045009.812500 Penalty: 3189.087646
	Iteration 74Q: 3 clusters Score -1045010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1045010.000000 Penalty: 3189.087646
	Iteration 75Q: 3 clusters Score -1045010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1045010.000000 Penalty: 3189.087646
	Iteration 76F: 3 clusters Score -1045010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Entering Unmasked Estep 
Score: -1528328.375000 Penalty: 1650.178833
	Iteration 0F: 2 clusters Score -1528328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1510991.375000 Penalty: 3300.357666
	Iteration 0F: 3 clusters Score -1510991 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1518300.625000 Penalty: 3300.357666
	Iteration 1F: 3 clusters Score -1518301 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1519764.000000 Penalty: 3300.357666
	Iteration 2F: 3 clusters Score -1519764 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1521427.125000 Penalty: 3300.357666
	Iteration 3F: 3 clusters Score -1521427 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1522801.625000 Penalty: 3300.357666
	Iteration 4F: 3 clusters Score -1522802 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1523879.875000 Penalty: 3300.357666
	Iteration 5F: 3 clusters Score -1523880 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1524659.875000 Penalty: 3300.357666
	Iteration 6Q: 3 clusters Score -1524660 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1525268.125000 Penalty: 3300.357666
	Iteration 7Q: 3 clusters Score -1525268 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1525743.000000 Penalty: 3300.357666
	Iteration 8Q: 3 clusters Score -1525743 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1526116.000000 Penalty: 3300.357666
	Iteration 9Q: 3 clusters Score -1526116 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1526424.500000 Penalty: 3300.357666
	Iteration 10Q: 3 clusters Score -1526424 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1526635.625000 Penalty: 3300.357666
	Iteration 11Q: 3 clusters Score -1526636 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1526757.375000 Penalty: 3300.357666
	Iteration 12Q: 3 clusters Score -1526757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1526839.625000 Penalty: 3300.357666
	Iteration 13Q: 3 clusters Score -1526840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1526905.875000 Penalty: 3300.357666
	Iteration 14Q: 3 clusters Score -1526906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1526944.000000 Penalty: 3300.357666
	Iteration 15Q: 3 clusters Score -1526944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1526970.500000 Penalty: 3300.357666
	Iteration 16Q: 3 clusters Score -1526970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1526984.000000 Penalty: 3300.357666
	Iteration 17Q: 3 clusters Score -1526984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1526990.750000 Penalty: 3300.357666
	Iteration 18Q: 3 clusters Score -1526991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1526996.500000 Penalty: 3300.357666
	Iteration 19Q: 3 clusters Score -1526996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1527005.500000 Penalty: 3300.357666
	Iteration 20F: 3 clusters Score -1527006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1527011.125000 Penalty: 3300.357666
	Iteration 21Q: 3 clusters Score -1527011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1527013.250000 Penalty: 3300.357666
	Iteration 22Q: 3 clusters Score -1527013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1527017.500000 Penalty: 3300.357666
	Iteration 23Q: 3 clusters Score -1527018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1527018.625000 Penalty: 3300.357666
	Iteration 24Q: 3 clusters Score -1527019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1527017.750000 Penalty: 3300.357666
	Iteration 25Q: 3 clusters Score -1527018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1527020.875000 Penalty: 3300.357666
	Iteration 26Q: 3 clusters Score -1527021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1527021.000000 Penalty: 3300.357666
	Iteration 27Q: 3 clusters Score -1527021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1527021.500000 Penalty: 3300.357666
	Iteration 28Q: 3 clusters Score -1527022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1527021.750000 Penalty: 3300.357666
	Iteration 29Q: 3 clusters Score -1527022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1527023.250000 Penalty: 3300.357666
	Iteration 30Q: 3 clusters Score -1527023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1527023.250000 Penalty: 3300.357666
	Iteration 31F: 3 clusters Score -1527023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Entering Unmasked Estep 
Score: -745346.562500 Penalty: 1534.442261
	Iteration 0F: 2 clusters Score -745346.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -736543.375000 Penalty: 3068.884521
	Iteration 0F: 3 clusters Score -736543.4 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -739880.937500 Penalty: 3068.884521
	Iteration 1F: 3 clusters Score -739880.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -740469.750000 Penalty: 3068.884521
	Iteration 2F: 3 clusters Score -740469.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -740992.562500 Penalty: 3068.884521
	Iteration 3F: 3 clusters Score -740992.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -741500.625000 Penalty: 3068.884521
	Iteration 4F: 3 clusters Score -741500.6 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -742037.750000 Penalty: 3068.884521
	Iteration 5F: 3 clusters Score -742037.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -742589.312500 Penalty: 3068.884521
	Iteration 6F: 3 clusters Score -742589.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -743060.500000 Penalty: 3068.884521
	Iteration 7F: 3 clusters Score -743060.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -743398.500000 Penalty: 3068.884521
	Iteration 8Q: 3 clusters Score -743398.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -743600.375000 Penalty: 3068.884521
	Iteration 9Q: 3 clusters Score -743600.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -743729.812500 Penalty: 3068.884521
	Iteration 10Q: 3 clusters Score -743729.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -743810.062500 Penalty: 3068.884521
	Iteration 11Q: 3 clusters Score -743810.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -743863.312500 Penalty: 3068.884521
	Iteration 12Q: 3 clusters Score -743863.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -743900.562500 Penalty: 3068.884521
	Iteration 13Q: 3 clusters Score -743900.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -743933.562500 Penalty: 3068.884521
	Iteration 14Q: 3 clusters Score -743933.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -743957.812500 Penalty: 3068.884521
	Iteration 15Q: 3 clusters Score -743957.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -743980.875000 Penalty: 3068.884521
	Iteration 16Q: 3 clusters Score -743980.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -744004.687500 Penalty: 3068.884521
	Iteration 17Q: 3 clusters Score -744004.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -744030.187500 Penalty: 3068.884521
	Iteration 18Q: 3 clusters Score -744030.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -744053.187500 Penalty: 3068.884521
	Iteration 19Q: 3 clusters Score -744053.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -744072.625000 Penalty: 3068.884521
	Iteration 20F: 3 clusters Score -744072.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -744095.500000 Penalty: 3068.884521
	Iteration 21Q: 3 clusters Score -744095.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -744123.312500 Penalty: 3068.884521
	Iteration 22Q: 3 clusters Score -744123.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -744151.937500 Penalty: 3068.884521
	Iteration 23Q: 3 clusters Score -744151.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -744190.750000 Penalty: 3068.884521
	Iteration 24Q: 3 clusters Score -744190.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -744231.250000 Penalty: 3068.884521
	Iteration 25Q: 3 clusters Score -744231.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -744280.750000 Penalty: 3068.884521
	Iteration 26Q: 3 clusters Score -744280.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -744325.000000 Penalty: 3068.884521
	Iteration 27Q: 3 clusters Score -744325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -744368.062500 Penalty: 3068.884521
	Iteration 28Q: 3 clusters Score -744368.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -744410.812500 Penalty: 3068.884521
	Iteration 29Q: 3 clusters Score -744410.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -744466.250000 Penalty: 3068.884521
	Iteration 30Q: 3 clusters Score -744466.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -744520.375000 Penalty: 3068.884521
	Iteration 31Q: 3 clusters Score -744520.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -744568.250000 Penalty: 3068.884521
	Iteration 32Q: 3 clusters Score -744568.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -744603.812500 Penalty: 3068.884521
	Iteration 33Q: 3 clusters Score -744603.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -744645.437500 Penalty: 3068.884521
	Iteration 34Q: 3 clusters Score -744645.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -744675.562500 Penalty: 3068.884521
	Iteration 35Q: 3 clusters Score -744675.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -744710.000000 Penalty: 3068.884521
	Iteration 36Q: 3 clusters Score -744710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -744729.187500 Penalty: 3068.884521
	Iteration 37Q: 3 clusters Score -744729.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -744744.187500 Penalty: 3068.884521
	Iteration 38Q: 3 clusters Score -744744.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -744760.500000 Penalty: 3068.884521
	Iteration 39Q: 3 clusters Score -744760.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -744778.437500 Penalty: 3068.884521
	Iteration 40F: 3 clusters Score -744778.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -744797.562500 Penalty: 3068.884521
	Iteration 41Q: 3 clusters Score -744797.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -744810.875000 Penalty: 3068.884521
	Iteration 42Q: 3 clusters Score -744810.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -744827.750000 Penalty: 3068.884521
	Iteration 43Q: 3 clusters Score -744827.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -744836.375000 Penalty: 3068.884521
	Iteration 44Q: 3 clusters Score -744836.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -744841.562500 Penalty: 3068.884521
	Iteration 45Q: 3 clusters Score -744841.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -744847.125000 Penalty: 3068.884521
	Iteration 46Q: 3 clusters Score -744847.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -744850.500000 Penalty: 3068.884521
	Iteration 47Q: 3 clusters Score -744850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -744853.062500 Penalty: 3068.884521
	Iteration 48Q: 3 clusters Score -744853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -744853.250000 Penalty: 3068.884521
	Iteration 49Q: 3 clusters Score -744853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -744856.125000 Penalty: 3068.884521
	Iteration 50Q: 3 clusters Score -744856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -744856.250000 Penalty: 3068.884521
	Iteration 51Q: 3 clusters Score -744856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -744855.937500 Penalty: 3068.884521
	Iteration 52Q: 3 clusters Score -744855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -744855.937500 Penalty: 3068.884521
	Iteration 53Q: 3 clusters Score -744855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -744857.875000 Penalty: 3068.884521
	Iteration 54Q: 3 clusters Score -744857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -744858.500000 Penalty: 3068.884521
	Iteration 55Q: 3 clusters Score -744858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -744858.500000 Penalty: 3068.884521
	Iteration 56Q: 3 clusters Score -744858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -744859.812500 Penalty: 3068.884521
	Iteration 57Q: 3 clusters Score -744859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -744860.625000 Penalty: 3068.884521
	Iteration 58Q: 3 clusters Score -744860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -744864.312500 Penalty: 3068.884521
	Iteration 59Q: 3 clusters Score -744864.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -744867.312500 Penalty: 3068.884521
	Iteration 60F: 3 clusters Score -744867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -744869.000000 Penalty: 3068.884521
	Iteration 61Q: 3 clusters Score -744869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -744868.875000 Penalty: 3068.884521
	Iteration 62Q: 3 clusters Score -744868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -744869.312500 Penalty: 3068.884521
	Iteration 63Q: 3 clusters Score -744869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -744870.812500 Penalty: 3068.884521
	Iteration 64Q: 3 clusters Score -744870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -744870.937500 Penalty: 3068.884521
	Iteration 65Q: 3 clusters Score -744870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -744872.875000 Penalty: 3068.884521
	Iteration 66Q: 3 clusters Score -744872.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -744872.562500 Penalty: 3068.884521
	Iteration 67Q: 3 clusters Score -744872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -744875.687500 Penalty: 3068.884521
	Iteration 68Q: 3 clusters Score -744875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -744876.125000 Penalty: 3068.884521
	Iteration 69Q: 3 clusters Score -744876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -744877.375000 Penalty: 3068.884521
	Iteration 70Q: 3 clusters Score -744877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -744876.375000 Penalty: 3068.884521
	Iteration 71Q: 3 clusters Score -744876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -744878.250000 Penalty: 3068.884521
	Iteration 72Q: 3 clusters Score -744878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -744879.625000 Penalty: 3068.884521
	Iteration 73Q: 3 clusters Score -744879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -744881.625000 Penalty: 3068.884521
	Iteration 74Q: 3 clusters Score -744881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -744884.562500 Penalty: 3068.884521
	Iteration 75Q: 3 clusters Score -744884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -744883.750000 Penalty: 3068.884521
	Iteration 76Q: 3 clusters Score -744883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -744882.625000 Penalty: 3068.884521
	Iteration 77Q: 3 clusters Score -744882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -744884.625000 Penalty: 3068.884521
	Iteration 78Q: 3 clusters Score -744884.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -744886.000000 Penalty: 3068.884521
	Iteration 79Q: 3 clusters Score -744886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -744888.187500 Penalty: 3068.884521
	Iteration 80F: 3 clusters Score -744888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -744889.250000 Penalty: 3068.884521
	Iteration 81Q: 3 clusters Score -744889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -744891.375000 Penalty: 3068.884521
	Iteration 82Q: 3 clusters Score -744891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -744894.375000 Penalty: 3068.884521
	Iteration 83Q: 3 clusters Score -744894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -744896.375000 Penalty: 3068.884521
	Iteration 84Q: 3 clusters Score -744896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -744896.625000 Penalty: 3068.884521
	Iteration 85Q: 3 clusters Score -744896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -744897.875000 Penalty: 3068.884521
	Iteration 86Q: 3 clusters Score -744897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -744897.500000 Penalty: 3068.884521
	Iteration 87Q: 3 clusters Score -744897.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -744900.375000 Penalty: 3068.884521
	Iteration 88Q: 3 clusters Score -744900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -744903.125000 Penalty: 3068.884521
	Iteration 89Q: 3 clusters Score -744903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -744903.312500 Penalty: 3068.884521
	Iteration 90Q: 3 clusters Score -744903.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -744904.750000 Penalty: 3068.884521
	Iteration 91Q: 3 clusters Score -744904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -744906.437500 Penalty: 3068.884521
	Iteration 92Q: 3 clusters Score -744906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -744905.937500 Penalty: 3068.884521
	Iteration 93Q: 3 clusters Score -744905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -744907.562500 Penalty: 3068.884521
	Iteration 94Q: 3 clusters Score -744907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -744909.812500 Penalty: 3068.884521
	Iteration 95Q: 3 clusters Score -744909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -744909.125000 Penalty: 3068.884521
	Iteration 96Q: 3 clusters Score -744909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -744912.125000 Penalty: 3068.884521
	Iteration 97Q: 3 clusters Score -744912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -744912.937500 Penalty: 3068.884521
	Iteration 98Q: 3 clusters Score -744912.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -744915.062500 Penalty: 3068.884521
	Iteration 99Q: 3 clusters Score -744915.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -744918.437500 Penalty: 3068.884521
	Iteration 100F: 3 clusters Score -744918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -744919.562500 Penalty: 3068.884521
	Iteration 101Q: 3 clusters Score -744919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -744922.562500 Penalty: 3068.884521
	Iteration 102Q: 3 clusters Score -744922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -744926.062500 Penalty: 3068.884521
	Iteration 103Q: 3 clusters Score -744926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -744929.937500 Penalty: 3068.884521
	Iteration 104Q: 3 clusters Score -744929.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -744934.187500 Penalty: 3068.884521
	Iteration 105Q: 3 clusters Score -744934.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -744938.500000 Penalty: 3068.884521
	Iteration 106Q: 3 clusters Score -744938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -744942.812500 Penalty: 3068.884521
	Iteration 107Q: 3 clusters Score -744942.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -744947.687500 Penalty: 3068.884521
	Iteration 108Q: 3 clusters Score -744947.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -744951.937500 Penalty: 3068.884521
	Iteration 109Q: 3 clusters Score -744951.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -744955.812500 Penalty: 3068.884521
	Iteration 110Q: 3 clusters Score -744955.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -744959.875000 Penalty: 3068.884521
	Iteration 111Q: 3 clusters Score -744959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -744960.625000 Penalty: 3068.884521
	Iteration 112Q: 3 clusters Score -744960.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -744962.625000 Penalty: 3068.884521
	Iteration 113Q: 3 clusters Score -744962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -744966.750000 Penalty: 3068.884521
	Iteration 114Q: 3 clusters Score -744966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -744969.875000 Penalty: 3068.884521
	Iteration 115Q: 3 clusters Score -744969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -744973.187500 Penalty: 3068.884521
	Iteration 116Q: 3 clusters Score -744973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -744976.000000 Penalty: 3068.884521
	Iteration 117Q: 3 clusters Score -744976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -744977.625000 Penalty: 3068.884521
	Iteration 118Q: 3 clusters Score -744977.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -744981.625000 Penalty: 3068.884521
	Iteration 119Q: 3 clusters Score -744981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -744982.687500 Penalty: 3068.884521
	Iteration 120F: 3 clusters Score -744982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -744985.312500 Penalty: 3068.884521
	Iteration 121Q: 3 clusters Score -744985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -744984.437500 Penalty: 3068.884521
	Iteration 122Q: 3 clusters Score -744984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -744984.687500 Penalty: 3068.884521
	Iteration 123Q: 3 clusters Score -744984.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -744984.687500 Penalty: 3068.884521
	Iteration 124F: 3 clusters Score -744984.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -118080.554688 Penalty: 1274.880127
	Iteration 0F: 2 clusters Score -118080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -115719.617188 Penalty: 2549.760254
	Iteration 0F: 3 clusters Score -115719.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -116527.375000 Penalty: 2549.760254
	Iteration 1F: 3 clusters Score -116527.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -116840.835938 Penalty: 2549.760254
	Iteration 2F: 3 clusters Score -116840.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -117056.218750 Penalty: 2549.760254
	Iteration 3F: 3 clusters Score -117056.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -117208.320312 Penalty: 2549.760254
	Iteration 4F: 3 clusters Score -117208.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -117343.562500 Penalty: 2549.760254
	Iteration 5F: 3 clusters Score -117343.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -117447.593750 Penalty: 2549.760254
	Iteration 6Q: 3 clusters Score -117447.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -117520.570312 Penalty: 2549.760254
	Iteration 7Q: 3 clusters Score -117520.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -117564.210938 Penalty: 2549.760254
	Iteration 8Q: 3 clusters Score -117564.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -117598.187500 Penalty: 2549.760254
	Iteration 9Q: 3 clusters Score -117598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -117634.156250 Penalty: 2549.760254
	Iteration 10Q: 3 clusters Score -117634.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -117665.437500 Penalty: 2549.760254
	Iteration 11Q: 3 clusters Score -117665.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -117693.968750 Penalty: 2549.760254
	Iteration 12Q: 3 clusters Score -117694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -117712.898438 Penalty: 2549.760254
	Iteration 13Q: 3 clusters Score -117712.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -117724.953125 Penalty: 2549.760254
	Iteration 14Q: 3 clusters Score -117725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -117733.671875 Penalty: 2549.760254
	Iteration 15Q: 3 clusters Score -117733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -117740.187500 Penalty: 2549.760254
	Iteration 16Q: 3 clusters Score -117740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -117747.492188 Penalty: 2549.760254
	Iteration 17Q: 3 clusters Score -117747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -117752.039062 Penalty: 2549.760254
	Iteration 18Q: 3 clusters Score -117752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -117754.250000 Penalty: 2549.760254
	Iteration 19Q: 3 clusters Score -117754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -117755.445312 Penalty: 2549.760254
	Iteration 20F: 3 clusters Score -117755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -117755.875000 Penalty: 2549.760254
	Iteration 21Q: 3 clusters Score -117755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -117756.726562 Penalty: 2549.760254
	Iteration 22Q: 3 clusters Score -117756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -117758.500000 Penalty: 2549.760254
	Iteration 23Q: 3 clusters Score -117758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -117760.539062 Penalty: 2549.760254
	Iteration 24Q: 3 clusters Score -117760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -117761.101562 Penalty: 2549.760254
	Iteration 25Q: 3 clusters Score -117761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -117761.101562 Penalty: 2549.760254
	Iteration 26F: 3 clusters Score -117761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -60950.316406 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -60950.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -59421.218750 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -59421.22 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59799.625000 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -59799.62 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59978.199219 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -59978.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -60096.972656 Penalty: 2291.007812
	Iteration 3F: 3 clusters Score -60096.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -60169.957031 Penalty: 2291.007812
	Iteration 4Q: 3 clusters Score -60169.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60223.414062 Penalty: 2291.007812
	Iteration 5Q: 3 clusters Score -60223.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60260.023438 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -60260.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -60284.773438 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -60284.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60296.460938 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -60296.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -60306.953125 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -60306.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -60313.289062 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -60313.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60314.707031 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -60314.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -60314.707031 Penalty: 2291.007812
	Iteration 12F: 3 clusters Score -60314.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -16943.625000 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -16943.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16033.476562 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -16033.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16143.208984 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -16143.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16168.168945 Penalty: 1901.965820
	Iteration 2Q: 3 clusters Score -16168.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -16174.163086 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -16174.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16176.901367 Penalty: 1901.965820
	Iteration 4Q: 3 clusters Score -16176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16176.901367 Penalty: 1901.965820
	Iteration 5F: 3 clusters Score -16176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -205075.296875 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -205075.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -201838.609375 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -201838.6 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -202621.578125 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -202621.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -202762.843750 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -202762.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -202877.078125 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -202877.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -202992.343750 Penalty: 2674.504395
	Iteration 4Q: 3 clusters Score -202992.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -203095.625000 Penalty: 2674.504395
	Iteration 5Q: 3 clusters Score -203095.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -203198.875000 Penalty: 2674.504395
	Iteration 6Q: 3 clusters Score -203198.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -203308.406250 Penalty: 2674.504395
	Iteration 7Q: 3 clusters Score -203308.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -203437.437500 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -203437.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -203575.875000 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -203575.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -203726.812500 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -203726.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -203868.890625 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -203868.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -203978.343750 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -203978.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -204069.812500 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -204069.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -204132.234375 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -204132.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -204174.593750 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -204174.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -204206.843750 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -204206.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -204228.718750 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -204228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -204237.890625 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -204237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -204242.281250 Penalty: 2674.504395
	Iteration 19Q: 3 clusters Score -204242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -204251.109375 Penalty: 2674.504395
	Iteration 20F: 3 clusters Score -204251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -204257.375000 Penalty: 2674.504395
	Iteration 21Q: 3 clusters Score -204257.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -204263.343750 Penalty: 2674.504395
	Iteration 22Q: 3 clusters Score -204263.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -204270.343750 Penalty: 2674.504395
	Iteration 23Q: 3 clusters Score -204270.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -204275.859375 Penalty: 2674.504395
	Iteration 24Q: 3 clusters Score -204275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -204280.546875 Penalty: 2674.504395
	Iteration 25Q: 3 clusters Score -204280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -204281.078125 Penalty: 2674.504395
	Iteration 26Q: 3 clusters Score -204281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -204281.078125 Penalty: 2674.504395
	Iteration 27F: 3 clusters Score -204281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -125018.828125 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -125018.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -122826.265625 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -122826.3 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -123272.226562 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -123272.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -123403.234375 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -123403.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -123505.500000 Penalty: 2492.282227
	Iteration 3F: 3 clusters Score -123505.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -123599.390625 Penalty: 2492.282227
	Iteration 4Q: 3 clusters Score -123599.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -123725.140625 Penalty: 2492.282227
	Iteration 5F: 3 clusters Score -123725.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -123862.398438 Penalty: 2492.282227
	Iteration 6F: 3 clusters Score -123862.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -124012.914062 Penalty: 2492.282227
	Iteration 7F: 3 clusters Score -124012.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -124168.882812 Penalty: 2492.282227
	Iteration 8F: 3 clusters Score -124168.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -124311.210938 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -124311.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -124407.781250 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -124407.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -124474.710938 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -124474.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -124520.070312 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -124520.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -124553.601562 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -124553.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -124581.421875 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -124581.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -124608.140625 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -124608.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -124635.125000 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -124635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -124648.382812 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -124648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -124654.781250 Penalty: 2492.282227
	Iteration 18Q: 3 clusters Score -124654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -124656.656250 Penalty: 2492.282227
	Iteration 19Q: 3 clusters Score -124656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -124657.031250 Penalty: 2492.282227
	Iteration 20F: 3 clusters Score -124657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -79477.062500 Penalty: 1181.651855
	Iteration 0F: 2 clusters Score -79477.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77722.593750 Penalty: 2363.303711
	Iteration 0F: 3 clusters Score -77722.59 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -78142.429688 Penalty: 2363.303711
	Iteration 1F: 3 clusters Score -78142.43 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -78285.984375 Penalty: 2363.303711
	Iteration 2F: 3 clusters Score -78285.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78385.312500 Penalty: 2363.303711
	Iteration 3F: 3 clusters Score -78385.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -78434.257812 Penalty: 2363.303711
	Iteration 4Q: 3 clusters Score -78434.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -78476.140625 Penalty: 2363.303711
	Iteration 5Q: 3 clusters Score -78476.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78498.703125 Penalty: 2363.303711
	Iteration 6Q: 3 clusters Score -78498.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -78506.289062 Penalty: 2363.303711
	Iteration 7Q: 3 clusters Score -78506.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -78516.257812 Penalty: 2363.303711
	Iteration 8Q: 3 clusters Score -78516.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -78520.296875 Penalty: 2363.303711
	Iteration 9Q: 3 clusters Score -78520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78521.328125 Penalty: 2363.303711
	Iteration 10Q: 3 clusters Score -78521.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -78523.062500 Penalty: 2363.303711
	Iteration 11Q: 3 clusters Score -78523.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -78524.835938 Penalty: 2363.303711
	Iteration 12Q: 3 clusters Score -78524.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78526.281250 Penalty: 2363.303711
	Iteration 13Q: 3 clusters Score -78526.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -78527.859375 Penalty: 2363.303711
	Iteration 14Q: 3 clusters Score -78527.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78530.031250 Penalty: 2363.303711
	Iteration 15Q: 3 clusters Score -78530.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78533.546875 Penalty: 2363.303711
	Iteration 16Q: 3 clusters Score -78533.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78536.171875 Penalty: 2363.303711
	Iteration 17Q: 3 clusters Score -78536.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78537.914062 Penalty: 2363.303711
	Iteration 18Q: 3 clusters Score -78537.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -78539.367188 Penalty: 2363.303711
	Iteration 19Q: 3 clusters Score -78539.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -78541.539062 Penalty: 2363.303711
	Iteration 20F: 3 clusters Score -78541.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78545.281250 Penalty: 2363.303711
	Iteration 21Q: 3 clusters Score -78545.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -78545.835938 Penalty: 2363.303711
	Iteration 22Q: 3 clusters Score -78545.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -78545.835938 Penalty: 2363.303711
	Iteration 23F: 3 clusters Score -78545.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -70633.648438 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -70633.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69028.101562 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -69028.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -69295.140625 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -69295.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -69378.273438 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -69378.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -69414.523438 Penalty: 2312.035645
	Iteration 3Q: 3 clusters Score -69414.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -69442.796875 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -69442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69462.492188 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -69462.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69483.625000 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -69483.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69495.382812 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -69495.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -69504.789062 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -69504.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69512.382812 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -69512.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69517.820312 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -69517.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69519.773438 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -69519.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69523.156250 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -69523.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69524.390625 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -69524.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -69525.820312 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -69525.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69526.046875 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -69526.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69526.046875 Penalty: 2312.035645
	Iteration 16F: 3 clusters Score -69526.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -192297.828125 Penalty: 1323.698975
	Iteration 0F: 2 clusters Score -192297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -189273.281250 Penalty: 2647.397949
	Iteration 0F: 3 clusters Score -189273.3 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -190158.281250 Penalty: 2647.397949
	Iteration 1F: 3 clusters Score -190158.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -190495.390625 Penalty: 2647.397949
	Iteration 2F: 3 clusters Score -190495.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -190877.906250 Penalty: 2647.397949
	Iteration 3F: 3 clusters Score -190877.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -191222.015625 Penalty: 2647.397949
	Iteration 4F: 3 clusters Score -191222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -191458.000000 Penalty: 2647.397949
	Iteration 5F: 3 clusters Score -191458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -191600.296875 Penalty: 2647.397949
	Iteration 6Q: 3 clusters Score -191600.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -191684.359375 Penalty: 2647.397949
	Iteration 7Q: 3 clusters Score -191684.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -191748.203125 Penalty: 2647.397949
	Iteration 8Q: 3 clusters Score -191748.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -191800.843750 Penalty: 2647.397949
	Iteration 9Q: 3 clusters Score -191800.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -191833.343750 Penalty: 2647.397949
	Iteration 10Q: 3 clusters Score -191833.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -191858.093750 Penalty: 2647.397949
	Iteration 11Q: 3 clusters Score -191858.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -191869.234375 Penalty: 2647.397949
	Iteration 12Q: 3 clusters Score -191869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -191873.671875 Penalty: 2647.397949
	Iteration 13Q: 3 clusters Score -191873.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -191879.515625 Penalty: 2647.397949
	Iteration 14Q: 3 clusters Score -191879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -191883.890625 Penalty: 2647.397949
	Iteration 15Q: 3 clusters Score -191883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -191887.640625 Penalty: 2647.397949
	Iteration 16Q: 3 clusters Score -191887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -191889.765625 Penalty: 2647.397949
	Iteration 17Q: 3 clusters Score -191889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -191890.921875 Penalty: 2647.397949
	Iteration 18Q: 3 clusters Score -191890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -191892.390625 Penalty: 2647.397949
	Iteration 19Q: 3 clusters Score -191892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -191892.234375 Penalty: 2647.397949
	Iteration 20F: 3 clusters Score -191892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -191892.390625 Penalty: 2647.397949
	Iteration 21Q: 3 clusters Score -191892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -191892.390625 Penalty: 2647.397949
	Iteration 22F: 3 clusters Score -191892.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -128987.046875 Penalty: 1267.059814
	Iteration 0F: 2 clusters Score -128987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -126640.734375 Penalty: 2534.119629
	Iteration 0F: 3 clusters Score -126640.7 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -127184.492188 Penalty: 2534.119629
	Iteration 1F: 3 clusters Score -127184.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -127369.195312 Penalty: 2534.119629
	Iteration 2F: 3 clusters Score -127369.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -127494.828125 Penalty: 2534.119629
	Iteration 3F: 3 clusters Score -127494.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -127618.835938 Penalty: 2534.119629
	Iteration 4F: 3 clusters Score -127618.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -127724.851562 Penalty: 2534.119629
	Iteration 5Q: 3 clusters Score -127724.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -127788.726562 Penalty: 2534.119629
	Iteration 6Q: 3 clusters Score -127788.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -127846.625000 Penalty: 2534.119629
	Iteration 7Q: 3 clusters Score -127846.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -127897.320312 Penalty: 2534.119629
	Iteration 8Q: 3 clusters Score -127897.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -127943.679688 Penalty: 2534.119629
	Iteration 9Q: 3 clusters Score -127943.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -127988.304688 Penalty: 2534.119629
	Iteration 10Q: 3 clusters Score -127988.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -128038.078125 Penalty: 2534.119629
	Iteration 11Q: 3 clusters Score -128038.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -128077.960938 Penalty: 2534.119629
	Iteration 12Q: 3 clusters Score -128078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -128128.507812 Penalty: 2534.119629
	Iteration 13Q: 3 clusters Score -128128.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -128175.812500 Penalty: 2534.119629
	Iteration 14Q: 3 clusters Score -128175.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -128215.000000 Penalty: 2534.119629
	Iteration 15Q: 3 clusters Score -128215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -128247.148438 Penalty: 2534.119629
	Iteration 16Q: 3 clusters Score -128247.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -128273.437500 Penalty: 2534.119629
	Iteration 17Q: 3 clusters Score -128273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -128287.992188 Penalty: 2534.119629
	Iteration 18Q: 3 clusters Score -128288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -128301.226562 Penalty: 2534.119629
	Iteration 19Q: 3 clusters Score -128301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -128317.343750 Penalty: 2534.119629
	Iteration 20F: 3 clusters Score -128317.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -128351.703125 Penalty: 2534.119629
	Iteration 21Q: 3 clusters Score -128351.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -128378.523438 Penalty: 2534.119629
	Iteration 22Q: 3 clusters Score -128378.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -128398.429688 Penalty: 2534.119629
	Iteration 23Q: 3 clusters Score -128398.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128423.984375 Penalty: 2534.119629
	Iteration 24Q: 3 clusters Score -128424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -128442.804688 Penalty: 2534.119629
	Iteration 25Q: 3 clusters Score -128442.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -128458.992188 Penalty: 2534.119629
	Iteration 26Q: 3 clusters Score -128459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -128474.093750 Penalty: 2534.119629
	Iteration 27Q: 3 clusters Score -128474.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128488.492188 Penalty: 2534.119629
	Iteration 28Q: 3 clusters Score -128488.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -128497.304688 Penalty: 2534.119629
	Iteration 29Q: 3 clusters Score -128497.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128502.726562 Penalty: 2534.119629
	Iteration 30Q: 3 clusters Score -128502.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -128507.328125 Penalty: 2534.119629
	Iteration 31Q: 3 clusters Score -128507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128508.992188 Penalty: 2534.119629
	Iteration 32Q: 3 clusters Score -128509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128509.375000 Penalty: 2534.119629
	Iteration 33Q: 3 clusters Score -128509.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -128509.375000 Penalty: 2534.119629
	Iteration 34F: 3 clusters Score -128509.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Entering Unmasked Estep 
Score: -1061445.875000 Penalty: 1593.320190
	Iteration 0F: 2 clusters Score -1061446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1049049.500000 Penalty: 3186.640381
	Iteration 0F: 3 clusters Score -1049050 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1053808.000000 Penalty: 3186.640381
	Iteration 1F: 3 clusters Score -1053808 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1054460.500000 Penalty: 3186.640381
	Iteration 2F: 3 clusters Score -1054460 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1055335.375000 Penalty: 3186.640381
	Iteration 3F: 3 clusters Score -1055335 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1056289.750000 Penalty: 3186.640381
	Iteration 4F: 3 clusters Score -1056290 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1057146.375000 Penalty: 3186.640381
	Iteration 5F: 3 clusters Score -1057146 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1057761.500000 Penalty: 3186.640381
	Iteration 6F: 3 clusters Score -1057762 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1058115.250000 Penalty: 3186.640381
	Iteration 7Q: 3 clusters Score -1058115 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1058338.625000 Penalty: 3186.640381
	Iteration 8Q: 3 clusters Score -1058339 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1058502.750000 Penalty: 3186.640381
	Iteration 9Q: 3 clusters Score -1058503 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1058619.250000 Penalty: 3186.640381
	Iteration 10Q: 3 clusters Score -1058619 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1058715.625000 Penalty: 3186.640381
	Iteration 11Q: 3 clusters Score -1058716 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1058813.125000 Penalty: 3186.640381
	Iteration 12Q: 3 clusters Score -1058813 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1058893.250000 Penalty: 3186.640381
	Iteration 13Q: 3 clusters Score -1058893 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1058995.000000 Penalty: 3186.640381
	Iteration 14Q: 3 clusters Score -1058995 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1059113.375000 Penalty: 3186.640381
	Iteration 15Q: 3 clusters Score -1059113 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1059224.250000 Penalty: 3186.640381
	Iteration 16Q: 3 clusters Score -1059224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1059324.000000 Penalty: 3186.640381
	Iteration 17Q: 3 clusters Score -1059324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1059433.000000 Penalty: 3186.640381
	Iteration 18Q: 3 clusters Score -1059433 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1059533.500000 Penalty: 3186.640381
	Iteration 19Q: 3 clusters Score -1059534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1059629.000000 Penalty: 3186.640381
	Iteration 20F: 3 clusters Score -1059629 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1059719.125000 Penalty: 3186.640381
	Iteration 21Q: 3 clusters Score -1059719 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1059806.125000 Penalty: 3186.640381
	Iteration 22Q: 3 clusters Score -1059806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1059865.125000 Penalty: 3186.640381
	Iteration 23Q: 3 clusters Score -1059865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1059924.500000 Penalty: 3186.640381
	Iteration 24Q: 3 clusters Score -1059924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1059964.625000 Penalty: 3186.640381
	Iteration 25Q: 3 clusters Score -1059965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1059995.625000 Penalty: 3186.640381
	Iteration 26Q: 3 clusters Score -1059996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1060022.500000 Penalty: 3186.640381
	Iteration 27Q: 3 clusters Score -1060022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1060042.375000 Penalty: 3186.640381
	Iteration 28Q: 3 clusters Score -1060042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1060055.625000 Penalty: 3186.640381
	Iteration 29Q: 3 clusters Score -1060056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1060070.875000 Penalty: 3186.640381
	Iteration 30Q: 3 clusters Score -1060071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1060079.625000 Penalty: 3186.640381
	Iteration 31Q: 3 clusters Score -1060080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1060086.125000 Penalty: 3186.640381
	Iteration 32Q: 3 clusters Score -1060086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1060094.875000 Penalty: 3186.640381
	Iteration 33Q: 3 clusters Score -1060095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1060098.125000 Penalty: 3186.640381
	Iteration 34Q: 3 clusters Score -1060098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1060102.750000 Penalty: 3186.640381
	Iteration 35Q: 3 clusters Score -1060103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1060104.500000 Penalty: 3186.640381
	Iteration 36Q: 3 clusters Score -1060104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1060105.875000 Penalty: 3186.640381
	Iteration 37Q: 3 clusters Score -1060106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1060105.875000 Penalty: 3186.640381
	Iteration 38F: 3 clusters Score -1060106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -63759.113281 Penalty: 1135.617188
	Iteration 0F: 2 clusters Score -63759.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -62275.828125 Penalty: 2271.234375
	Iteration 0F: 3 clusters Score -62275.83 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62533.750000 Penalty: 2271.234375
	Iteration 1F: 3 clusters Score -62533.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -62601.742188 Penalty: 2271.234375
	Iteration 2F: 3 clusters Score -62601.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62637.328125 Penalty: 2271.234375
	Iteration 3Q: 3 clusters Score -62637.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62652.179688 Penalty: 2271.234375
	Iteration 4Q: 3 clusters Score -62652.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -62667.765625 Penalty: 2271.234375
	Iteration 5Q: 3 clusters Score -62667.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -62677.933594 Penalty: 2271.234375
	Iteration 6Q: 3 clusters Score -62677.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62687.312500 Penalty: 2271.234375
	Iteration 7Q: 3 clusters Score -62687.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -62692.378906 Penalty: 2271.234375
	Iteration 8Q: 3 clusters Score -62692.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -62696.203125 Penalty: 2271.234375
	Iteration 9Q: 3 clusters Score -62696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -62699.191406 Penalty: 2271.234375
	Iteration 10Q: 3 clusters Score -62699.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62703.691406 Penalty: 2271.234375
	Iteration 11Q: 3 clusters Score -62703.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -62707.300781 Penalty: 2271.234375
	Iteration 12Q: 3 clusters Score -62707.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -62712.593750 Penalty: 2271.234375
	Iteration 13Q: 3 clusters Score -62712.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -62717.300781 Penalty: 2271.234375
	Iteration 14Q: 3 clusters Score -62717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -62719.515625 Penalty: 2271.234375
	Iteration 15Q: 3 clusters Score -62719.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -62720.312500 Penalty: 2271.234375
	Iteration 16Q: 3 clusters Score -62720.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -62720.843750 Penalty: 2271.234375
	Iteration 17Q: 3 clusters Score -62720.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -62720.843750 Penalty: 2271.234375
	Iteration 18F: 3 clusters Score -62720.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Entering Unmasked Estep 
Score: -473773.718750 Penalty: 1459.523315
	Iteration 0F: 2 clusters Score -473773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -467912.031250 Penalty: 2919.046631
	Iteration 0F: 3 clusters Score -467912 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -469722.687500 Penalty: 2919.046631
	Iteration 1F: 3 clusters Score -469722.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -469982.312500 Penalty: 2919.046631
	Iteration 2F: 3 clusters Score -469982.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -470237.156250 Penalty: 2919.046631
	Iteration 3F: 3 clusters Score -470237.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -470591.875000 Penalty: 2919.046631
	Iteration 4F: 3 clusters Score -470591.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -470997.250000 Penalty: 2919.046631
	Iteration 5F: 3 clusters Score -470997.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -471393.750000 Penalty: 2919.046631
	Iteration 6F: 3 clusters Score -471393.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -471690.406250 Penalty: 2919.046631
	Iteration 7F: 3 clusters Score -471690.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -471898.281250 Penalty: 2919.046631
	Iteration 8Q: 3 clusters Score -471898.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -472028.343750 Penalty: 2919.046631
	Iteration 9Q: 3 clusters Score -472028.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -472105.250000 Penalty: 2919.046631
	Iteration 10Q: 3 clusters Score -472105.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -472158.531250 Penalty: 2919.046631
	Iteration 11Q: 3 clusters Score -472158.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -472193.906250 Penalty: 2919.046631
	Iteration 12Q: 3 clusters Score -472193.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -472226.031250 Penalty: 2919.046631
	Iteration 13Q: 3 clusters Score -472226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -472249.625000 Penalty: 2919.046631
	Iteration 14Q: 3 clusters Score -472249.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -472272.781250 Penalty: 2919.046631
	Iteration 15Q: 3 clusters Score -472272.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -472287.187500 Penalty: 2919.046631
	Iteration 16Q: 3 clusters Score -472287.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -472300.718750 Penalty: 2919.046631
	Iteration 17Q: 3 clusters Score -472300.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -472313.656250 Penalty: 2919.046631
	Iteration 18Q: 3 clusters Score -472313.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -472323.781250 Penalty: 2919.046631
	Iteration 19Q: 3 clusters Score -472323.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -472334.031250 Penalty: 2919.046631
	Iteration 20F: 3 clusters Score -472334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -472343.875000 Penalty: 2919.046631
	Iteration 21Q: 3 clusters Score -472343.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -472348.375000 Penalty: 2919.046631
	Iteration 22Q: 3 clusters Score -472348.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -472352.656250 Penalty: 2919.046631
	Iteration 23Q: 3 clusters Score -472352.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -472356.593750 Penalty: 2919.046631
	Iteration 24Q: 3 clusters Score -472356.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -472361.375000 Penalty: 2919.046631
	Iteration 25Q: 3 clusters Score -472361.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -472366.656250 Penalty: 2919.046631
	Iteration 26Q: 3 clusters Score -472366.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -472368.125000 Penalty: 2919.046631
	Iteration 27Q: 3 clusters Score -472368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -472371.218750 Penalty: 2919.046631
	Iteration 28Q: 3 clusters Score -472371.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -472372.718750 Penalty: 2919.046631
	Iteration 29Q: 3 clusters Score -472372.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -472374.250000 Penalty: 2919.046631
	Iteration 30Q: 3 clusters Score -472374.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -472375.687500 Penalty: 2919.046631
	Iteration 31Q: 3 clusters Score -472375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -472377.843750 Penalty: 2919.046631
	Iteration 32Q: 3 clusters Score -472377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -472378.093750 Penalty: 2919.046631
	Iteration 33Q: 3 clusters Score -472378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -472379.937500 Penalty: 2919.046631
	Iteration 34Q: 3 clusters Score -472379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -472383.625000 Penalty: 2919.046631
	Iteration 35Q: 3 clusters Score -472383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -472384.718750 Penalty: 2919.046631
	Iteration 36Q: 3 clusters Score -472384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -472387.750000 Penalty: 2919.046631
	Iteration 37Q: 3 clusters Score -472387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -472388.875000 Penalty: 2919.046631
	Iteration 38Q: 3 clusters Score -472388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -472389.750000 Penalty: 2919.046631
	Iteration 39Q: 3 clusters Score -472389.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -472392.531250 Penalty: 2919.046631
	Iteration 40F: 3 clusters Score -472392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -472392.562500 Penalty: 2919.046631
	Iteration 41Q: 3 clusters Score -472392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -472393.437500 Penalty: 2919.046631
	Iteration 42Q: 3 clusters Score -472393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -472395.656250 Penalty: 2919.046631
	Iteration 43Q: 3 clusters Score -472395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -472396.218750 Penalty: 2919.046631
	Iteration 44Q: 3 clusters Score -472396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -472395.687500 Penalty: 2919.046631
	Iteration 45Q: 3 clusters Score -472395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -472397.312500 Penalty: 2919.046631
	Iteration 46Q: 3 clusters Score -472397.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -472400.312500 Penalty: 2919.046631
	Iteration 47Q: 3 clusters Score -472400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -472401.718750 Penalty: 2919.046631
	Iteration 48Q: 3 clusters Score -472401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -472404.468750 Penalty: 2919.046631
	Iteration 49Q: 3 clusters Score -472404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -472406.937500 Penalty: 2919.046631
	Iteration 50Q: 3 clusters Score -472406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -472407.406250 Penalty: 2919.046631
	Iteration 51Q: 3 clusters Score -472407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -472411.250000 Penalty: 2919.046631
	Iteration 52Q: 3 clusters Score -472411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -472411.781250 Penalty: 2919.046631
	Iteration 53Q: 3 clusters Score -472411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -472413.250000 Penalty: 2919.046631
	Iteration 54Q: 3 clusters Score -472413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -472414.687500 Penalty: 2919.046631
	Iteration 55Q: 3 clusters Score -472414.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -472416.593750 Penalty: 2919.046631
	Iteration 56Q: 3 clusters Score -472416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -472417.937500 Penalty: 2919.046631
	Iteration 57Q: 3 clusters Score -472417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -472418.343750 Penalty: 2919.046631
	Iteration 58Q: 3 clusters Score -472418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -472419.687500 Penalty: 2919.046631
	Iteration 59Q: 3 clusters Score -472419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -472419.500000 Penalty: 2919.046631
	Iteration 60F: 3 clusters Score -472419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -472419.000000 Penalty: 2919.046631
	Iteration 61Q: 3 clusters Score -472419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -472419.593750 Penalty: 2919.046631
	Iteration 62Q: 3 clusters Score -472419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -472420.562500 Penalty: 2919.046631
	Iteration 63Q: 3 clusters Score -472420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -472421.187500 Penalty: 2919.046631
	Iteration 64Q: 3 clusters Score -472421.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -472421.187500 Penalty: 2919.046631
	Iteration 65F: 3 clusters Score -472421.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -356230.843750 Penalty: 1421.522095
	Iteration 0F: 2 clusters Score -356230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -351431.562500 Penalty: 2843.044189
	Iteration 0F: 3 clusters Score -351431.6 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -352988.968750 Penalty: 2843.044189
	Iteration 1F: 3 clusters Score -352989 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -353242.781250 Penalty: 2843.044189
	Iteration 2F: 3 clusters Score -353242.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -353424.968750 Penalty: 2843.044189
	Iteration 3F: 3 clusters Score -353425 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -353601.375000 Penalty: 2843.044189
	Iteration 4Q: 3 clusters Score -353601.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -353769.437500 Penalty: 2843.044189
	Iteration 5Q: 3 clusters Score -353769.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -353907.468750 Penalty: 2843.044189
	Iteration 6Q: 3 clusters Score -353907.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -354024.468750 Penalty: 2843.044189
	Iteration 7Q: 3 clusters Score -354024.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -354146.156250 Penalty: 2843.044189
	Iteration 8Q: 3 clusters Score -354146.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -354273.625000 Penalty: 2843.044189
	Iteration 9Q: 3 clusters Score -354273.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -354390.687500 Penalty: 2843.044189
	Iteration 10Q: 3 clusters Score -354390.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -354490.687500 Penalty: 2843.044189
	Iteration 11Q: 3 clusters Score -354490.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -354576.375000 Penalty: 2843.044189
	Iteration 12Q: 3 clusters Score -354576.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -354672.250000 Penalty: 2843.044189
	Iteration 13Q: 3 clusters Score -354672.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -354746.500000 Penalty: 2843.044189
	Iteration 14Q: 3 clusters Score -354746.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -354809.937500 Penalty: 2843.044189
	Iteration 15Q: 3 clusters Score -354809.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -354852.906250 Penalty: 2843.044189
	Iteration 16Q: 3 clusters Score -354852.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -354881.562500 Penalty: 2843.044189
	Iteration 17Q: 3 clusters Score -354881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -354898.687500 Penalty: 2843.044189
	Iteration 18Q: 3 clusters Score -354898.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -354913.187500 Penalty: 2843.044189
	Iteration 19Q: 3 clusters Score -354913.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -354932.375000 Penalty: 2843.044189
	Iteration 20F: 3 clusters Score -354932.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -354947.718750 Penalty: 2843.044189
	Iteration 21Q: 3 clusters Score -354947.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -354958.187500 Penalty: 2843.044189
	Iteration 22Q: 3 clusters Score -354958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -354965.343750 Penalty: 2843.044189
	Iteration 23Q: 3 clusters Score -354965.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -354969.031250 Penalty: 2843.044189
	Iteration 24Q: 3 clusters Score -354969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -354976.875000 Penalty: 2843.044189
	Iteration 25Q: 3 clusters Score -354976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -354983.031250 Penalty: 2843.044189
	Iteration 26Q: 3 clusters Score -354983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -354989.062500 Penalty: 2843.044189
	Iteration 27Q: 3 clusters Score -354989.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -354995.343750 Penalty: 2843.044189
	Iteration 28Q: 3 clusters Score -354995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -355000.062500 Penalty: 2843.044189
	Iteration 29Q: 3 clusters Score -355000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -355005.437500 Penalty: 2843.044189
	Iteration 30Q: 3 clusters Score -355005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -355006.812500 Penalty: 2843.044189
	Iteration 31Q: 3 clusters Score -355006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -355007.062500 Penalty: 2843.044189
	Iteration 32Q: 3 clusters Score -355007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -355009.343750 Penalty: 2843.044189
	Iteration 33Q: 3 clusters Score -355009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -355011.875000 Penalty: 2843.044189
	Iteration 34Q: 3 clusters Score -355011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -355013.187500 Penalty: 2843.044189
	Iteration 35Q: 3 clusters Score -355013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -355014.031250 Penalty: 2843.044189
	Iteration 36Q: 3 clusters Score -355014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -355014.281250 Penalty: 2843.044189
	Iteration 37Q: 3 clusters Score -355014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -355014.093750 Penalty: 2843.044189
	Iteration 38Q: 3 clusters Score -355014.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -355016.125000 Penalty: 2843.044189
	Iteration 39Q: 3 clusters Score -355016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -355018.375000 Penalty: 2843.044189
	Iteration 40F: 3 clusters Score -355018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -355019.062500 Penalty: 2843.044189
	Iteration 41Q: 3 clusters Score -355019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -355021.781250 Penalty: 2843.044189
	Iteration 42Q: 3 clusters Score -355021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -355026.437500 Penalty: 2843.044189
	Iteration 43Q: 3 clusters Score -355026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -355029.250000 Penalty: 2843.044189
	Iteration 44Q: 3 clusters Score -355029.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -355029.781250 Penalty: 2843.044189
	Iteration 45Q: 3 clusters Score -355029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -355030.656250 Penalty: 2843.044189
	Iteration 46Q: 3 clusters Score -355030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -355031.843750 Penalty: 2843.044189
	Iteration 47Q: 3 clusters Score -355031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -355033.750000 Penalty: 2843.044189
	Iteration 48Q: 3 clusters Score -355033.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -355035.843750 Penalty: 2843.044189
	Iteration 49Q: 3 clusters Score -355035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -355039.250000 Penalty: 2843.044189
	Iteration 50Q: 3 clusters Score -355039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -355041.875000 Penalty: 2843.044189
	Iteration 51Q: 3 clusters Score -355041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -355043.406250 Penalty: 2843.044189
	Iteration 52Q: 3 clusters Score -355043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -355043.875000 Penalty: 2843.044189
	Iteration 53Q: 3 clusters Score -355043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -355044.718750 Penalty: 2843.044189
	Iteration 54Q: 3 clusters Score -355044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -355044.718750 Penalty: 2843.044189
	Iteration 55F: 3 clusters Score -355044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Entering Unmasked Estep 
Score: -148570.078125 Penalty: 1266.122437
	Iteration 0F: 2 clusters Score -148570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -146225.015625 Penalty: 2532.244873
	Iteration 0F: 3 clusters Score -146225 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -146730.593750 Penalty: 2532.244873
	Iteration 1F: 3 clusters Score -146730.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -146831.109375 Penalty: 2532.244873
	Iteration 2F: 3 clusters Score -146831.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -146894.156250 Penalty: 2532.244873
	Iteration 3Q: 3 clusters Score -146894.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -146920.984375 Penalty: 2532.244873
	Iteration 4Q: 3 clusters Score -146921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -146936.718750 Penalty: 2532.244873
	Iteration 5Q: 3 clusters Score -146936.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -146947.796875 Penalty: 2532.244873
	Iteration 6Q: 3 clusters Score -146947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -146955.281250 Penalty: 2532.244873
	Iteration 7Q: 3 clusters Score -146955.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -146964.718750 Penalty: 2532.244873
	Iteration 8Q: 3 clusters Score -146964.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -146975.078125 Penalty: 2532.244873
	Iteration 9Q: 3 clusters Score -146975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -146979.562500 Penalty: 2532.244873
	Iteration 10Q: 3 clusters Score -146979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -146986.718750 Penalty: 2532.244873
	Iteration 11Q: 3 clusters Score -146986.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146993.609375 Penalty: 2532.244873
	Iteration 12Q: 3 clusters Score -146993.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -147001.265625 Penalty: 2532.244873
	Iteration 13Q: 3 clusters Score -147001.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -147009.500000 Penalty: 2532.244873
	Iteration 14Q: 3 clusters Score -147009.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -147019.609375 Penalty: 2532.244873
	Iteration 15Q: 3 clusters Score -147019.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -147025.640625 Penalty: 2532.244873
	Iteration 16Q: 3 clusters Score -147025.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147034.281250 Penalty: 2532.244873
	Iteration 17Q: 3 clusters Score -147034.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -147046.828125 Penalty: 2532.244873
	Iteration 18Q: 3 clusters Score -147046.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -147062.828125 Penalty: 2532.244873
	Iteration 19Q: 3 clusters Score -147062.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147081.359375 Penalty: 2532.244873
	Iteration 20F: 3 clusters Score -147081.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -147106.531250 Penalty: 2532.244873
	Iteration 21Q: 3 clusters Score -147106.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -147126.562500 Penalty: 2532.244873
	Iteration 22Q: 3 clusters Score -147126.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -147146.421875 Penalty: 2532.244873
	Iteration 23Q: 3 clusters Score -147146.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -147167.093750 Penalty: 2532.244873
	Iteration 24Q: 3 clusters Score -147167.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147190.156250 Penalty: 2532.244873
	Iteration 25Q: 3 clusters Score -147190.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147220.140625 Penalty: 2532.244873
	Iteration 26Q: 3 clusters Score -147220.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -147252.796875 Penalty: 2532.244873
	Iteration 27Q: 3 clusters Score -147252.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -147288.421875 Penalty: 2532.244873
	Iteration 28Q: 3 clusters Score -147288.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -147331.578125 Penalty: 2532.244873
	Iteration 29Q: 3 clusters Score -147331.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147372.500000 Penalty: 2532.244873
	Iteration 30Q: 3 clusters Score -147372.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147393.234375 Penalty: 2532.244873
	Iteration 31Q: 3 clusters Score -147393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147406.171875 Penalty: 2532.244873
	Iteration 32Q: 3 clusters Score -147406.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147422.734375 Penalty: 2532.244873
	Iteration 33Q: 3 clusters Score -147422.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -147437.125000 Penalty: 2532.244873
	Iteration 34Q: 3 clusters Score -147437.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -147448.968750 Penalty: 2532.244873
	Iteration 35Q: 3 clusters Score -147449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -147460.890625 Penalty: 2532.244873
	Iteration 36Q: 3 clusters Score -147460.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -147465.140625 Penalty: 2532.244873
	Iteration 37Q: 3 clusters Score -147465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -147469.578125 Penalty: 2532.244873
	Iteration 38Q: 3 clusters Score -147469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -147477.421875 Penalty: 2532.244873
	Iteration 39Q: 3 clusters Score -147477.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -147485.812500 Penalty: 2532.244873
	Iteration 40F: 3 clusters Score -147485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -147487.593750 Penalty: 2532.244873
	Iteration 41Q: 3 clusters Score -147487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -147490.062500 Penalty: 2532.244873
	Iteration 42Q: 3 clusters Score -147490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -147491.468750 Penalty: 2532.244873
	Iteration 43Q: 3 clusters Score -147491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -147492.921875 Penalty: 2532.244873
	Iteration 44Q: 3 clusters Score -147492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -147493.906250 Penalty: 2532.244873
	Iteration 45Q: 3 clusters Score -147493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -147495.828125 Penalty: 2532.244873
	Iteration 46Q: 3 clusters Score -147495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -147497.796875 Penalty: 2532.244873
	Iteration 47Q: 3 clusters Score -147497.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -147498.187500 Penalty: 2532.244873
	Iteration 48Q: 3 clusters Score -147498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -147499.843750 Penalty: 2532.244873
	Iteration 49Q: 3 clusters Score -147499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -147501.968750 Penalty: 2532.244873
	Iteration 50Q: 3 clusters Score -147502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -147503.796875 Penalty: 2532.244873
	Iteration 51Q: 3 clusters Score -147503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -147506.140625 Penalty: 2532.244873
	Iteration 52Q: 3 clusters Score -147506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -147509.062500 Penalty: 2532.244873
	Iteration 53Q: 3 clusters Score -147509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -147511.531250 Penalty: 2532.244873
	Iteration 54Q: 3 clusters Score -147511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -147513.359375 Penalty: 2532.244873
	Iteration 55Q: 3 clusters Score -147513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147513.640625 Penalty: 2532.244873
	Iteration 56Q: 3 clusters Score -147513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -147513.703125 Penalty: 2532.244873
	Iteration 57Q: 3 clusters Score -147513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -147513.703125 Penalty: 2532.244873
	Iteration 58F: 3 clusters Score -147513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -445411.968750 Penalty: 1458.004761
	Iteration 0F: 2 clusters Score -445412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -439619.093750 Penalty: 2916.009521
	Iteration 0F: 3 clusters Score -439619.1 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -441465.093750 Penalty: 2916.009521
	Iteration 1F: 3 clusters Score -441465.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -441749.281250 Penalty: 2916.009521
	Iteration 2F: 3 clusters Score -441749.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -441971.343750 Penalty: 2916.009521
	Iteration 3F: 3 clusters Score -441971.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -442135.937500 Penalty: 2916.009521
	Iteration 4Q: 3 clusters Score -442135.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -442284.281250 Penalty: 2916.009521
	Iteration 5Q: 3 clusters Score -442284.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -442455.156250 Penalty: 2916.009521
	Iteration 6Q: 3 clusters Score -442455.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -442647.593750 Penalty: 2916.009521
	Iteration 7Q: 3 clusters Score -442647.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -442909.593750 Penalty: 2916.009521
	Iteration 8Q: 3 clusters Score -442909.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -443208.531250 Penalty: 2916.009521
	Iteration 9Q: 3 clusters Score -443208.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -443522.281250 Penalty: 2916.009521
	Iteration 10F: 3 clusters Score -443522.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -443792.531250 Penalty: 2916.009521
	Iteration 11Q: 3 clusters Score -443792.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -444012.250000 Penalty: 2916.009521
	Iteration 12Q: 3 clusters Score -444012.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -444179.750000 Penalty: 2916.009521
	Iteration 13Q: 3 clusters Score -444179.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -444264.218750 Penalty: 2916.009521
	Iteration 14Q: 3 clusters Score -444264.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -444303.625000 Penalty: 2916.009521
	Iteration 15Q: 3 clusters Score -444303.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -444335.843750 Penalty: 2916.009521
	Iteration 16Q: 3 clusters Score -444335.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -444360.125000 Penalty: 2916.009521
	Iteration 17Q: 3 clusters Score -444360.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -444379.312500 Penalty: 2916.009521
	Iteration 18Q: 3 clusters Score -444379.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -444397.000000 Penalty: 2916.009521
	Iteration 19Q: 3 clusters Score -444397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -444409.125000 Penalty: 2916.009521
	Iteration 20F: 3 clusters Score -444409.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -444418.687500 Penalty: 2916.009521
	Iteration 21Q: 3 clusters Score -444418.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -444432.531250 Penalty: 2916.009521
	Iteration 22Q: 3 clusters Score -444432.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -444441.781250 Penalty: 2916.009521
	Iteration 23Q: 3 clusters Score -444441.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -444449.000000 Penalty: 2916.009521
	Iteration 24Q: 3 clusters Score -444449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -444454.500000 Penalty: 2916.009521
	Iteration 25Q: 3 clusters Score -444454.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -444459.406250 Penalty: 2916.009521
	Iteration 26Q: 3 clusters Score -444459.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -444464.843750 Penalty: 2916.009521
	Iteration 27Q: 3 clusters Score -444464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -444467.937500 Penalty: 2916.009521
	Iteration 28Q: 3 clusters Score -444467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -444468.968750 Penalty: 2916.009521
	Iteration 29Q: 3 clusters Score -444469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -444470.937500 Penalty: 2916.009521
	Iteration 30Q: 3 clusters Score -444470.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -444473.656250 Penalty: 2916.009521
	Iteration 31Q: 3 clusters Score -444473.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -444478.750000 Penalty: 2916.009521
	Iteration 32Q: 3 clusters Score -444478.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -444480.750000 Penalty: 2916.009521
	Iteration 33Q: 3 clusters Score -444480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -444484.062500 Penalty: 2916.009521
	Iteration 34Q: 3 clusters Score -444484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -444488.875000 Penalty: 2916.009521
	Iteration 35Q: 3 clusters Score -444488.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -444494.781250 Penalty: 2916.009521
	Iteration 36Q: 3 clusters Score -444494.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -444496.593750 Penalty: 2916.009521
	Iteration 37Q: 3 clusters Score -444496.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -444499.093750 Penalty: 2916.009521
	Iteration 38Q: 3 clusters Score -444499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -444501.906250 Penalty: 2916.009521
	Iteration 39Q: 3 clusters Score -444501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -444503.062500 Penalty: 2916.009521
	Iteration 40F: 3 clusters Score -444503.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -444505.218750 Penalty: 2916.009521
	Iteration 41Q: 3 clusters Score -444505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -444507.218750 Penalty: 2916.009521
	Iteration 42Q: 3 clusters Score -444507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -444508.281250 Penalty: 2916.009521
	Iteration 43Q: 3 clusters Score -444508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -444509.625000 Penalty: 2916.009521
	Iteration 44Q: 3 clusters Score -444509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -444510.562500 Penalty: 2916.009521
	Iteration 45Q: 3 clusters Score -444510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -444512.500000 Penalty: 2916.009521
	Iteration 46Q: 3 clusters Score -444512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -444513.656250 Penalty: 2916.009521
	Iteration 47Q: 3 clusters Score -444513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -444514.906250 Penalty: 2916.009521
	Iteration 48Q: 3 clusters Score -444514.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -444514.500000 Penalty: 2916.009521
	Iteration 49Q: 3 clusters Score -444514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -444514.937500 Penalty: 2916.009521
	Iteration 50Q: 3 clusters Score -444514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -444514.718750 Penalty: 2916.009521
	Iteration 51Q: 3 clusters Score -444514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -444516.750000 Penalty: 2916.009521
	Iteration 52Q: 3 clusters Score -444516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -444517.718750 Penalty: 2916.009521
	Iteration 53Q: 3 clusters Score -444517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -444516.968750 Penalty: 2916.009521
	Iteration 54Q: 3 clusters Score -444517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -444518.625000 Penalty: 2916.009521
	Iteration 55Q: 3 clusters Score -444518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -444518.625000 Penalty: 2916.009521
	Iteration 56Q: 3 clusters Score -444518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -444518.468750 Penalty: 2916.009521
	Iteration 57Q: 3 clusters Score -444518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -444518.750000 Penalty: 2916.009521
	Iteration 58Q: 3 clusters Score -444518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -444518.750000 Penalty: 2916.009521
	Iteration 59F: 3 clusters Score -444518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Entering Unmasked Estep 
Score: -184599.046875 Penalty: 1308.963135
	Iteration 0F: 2 clusters Score -184599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -181764.703125 Penalty: 2617.926270
	Iteration 0F: 3 clusters Score -181764.7 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -182384.265625 Penalty: 2617.926270
	Iteration 1F: 3 clusters Score -182384.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -182541.500000 Penalty: 2617.926270
	Iteration 2F: 3 clusters Score -182541.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -182678.062500 Penalty: 2617.926270
	Iteration 3F: 3 clusters Score -182678.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -182831.515625 Penalty: 2617.926270
	Iteration 4F: 3 clusters Score -182831.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -182964.562500 Penalty: 2617.926270
	Iteration 5F: 3 clusters Score -182964.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -183086.046875 Penalty: 2617.926270
	Iteration 6Q: 3 clusters Score -183086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -183208.890625 Penalty: 2617.926270
	Iteration 7Q: 3 clusters Score -183208.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183297.218750 Penalty: 2617.926270
	Iteration 8Q: 3 clusters Score -183297.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -183353.625000 Penalty: 2617.926270
	Iteration 9Q: 3 clusters Score -183353.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -183401.625000 Penalty: 2617.926270
	Iteration 10Q: 3 clusters Score -183401.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183427.937500 Penalty: 2617.926270
	Iteration 11Q: 3 clusters Score -183427.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -183452.218750 Penalty: 2617.926270
	Iteration 12Q: 3 clusters Score -183452.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183470.500000 Penalty: 2617.926270
	Iteration 13Q: 3 clusters Score -183470.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -183485.984375 Penalty: 2617.926270
	Iteration 14Q: 3 clusters Score -183486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -183499.765625 Penalty: 2617.926270
	Iteration 15Q: 3 clusters Score -183499.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -183510.234375 Penalty: 2617.926270
	Iteration 16Q: 3 clusters Score -183510.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -183520.625000 Penalty: 2617.926270
	Iteration 17Q: 3 clusters Score -183520.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -183530.984375 Penalty: 2617.926270
	Iteration 18Q: 3 clusters Score -183531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -183549.343750 Penalty: 2617.926270
	Iteration 19Q: 3 clusters Score -183549.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -183568.625000 Penalty: 2617.926270
	Iteration 20F: 3 clusters Score -183568.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -183590.203125 Penalty: 2617.926270
	Iteration 21Q: 3 clusters Score -183590.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -183608.453125 Penalty: 2617.926270
	Iteration 22Q: 3 clusters Score -183608.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -183625.171875 Penalty: 2617.926270
	Iteration 23Q: 3 clusters Score -183625.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -183637.390625 Penalty: 2617.926270
	Iteration 24Q: 3 clusters Score -183637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -183648.125000 Penalty: 2617.926270
	Iteration 25Q: 3 clusters Score -183648.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -183658.125000 Penalty: 2617.926270
	Iteration 26Q: 3 clusters Score -183658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183661.140625 Penalty: 2617.926270
	Iteration 27Q: 3 clusters Score -183661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -183664.031250 Penalty: 2617.926270
	Iteration 28Q: 3 clusters Score -183664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183665.000000 Penalty: 2617.926270
	Iteration 29Q: 3 clusters Score -183665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -183665.328125 Penalty: 2617.926270
	Iteration 30Q: 3 clusters Score -183665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -183665.328125 Penalty: 2617.926270
	Iteration 31F: 3 clusters Score -183665.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -13314.685547 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -13314.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12471.626953 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -12471.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12578.593750 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -12578.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12595.652344 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -12595.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12599.951172 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -12599.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12599.951172 Penalty: 1790.551270
	Iteration 4F: 3 clusters Score -12599.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -60525.691406 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -60525.69 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 526 members 
Entering Unmasked Estep 
Score: -59031.218750 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -59031.22 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59297.910156 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -59297.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -59378.300781 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -59378.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59434.718750 Penalty: 2268.222168
	Iteration 3F: 3 clusters Score -59434.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59464.164062 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -59464.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59497.054688 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -59497.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59526.125000 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -59526.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59550.777344 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -59550.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59575.242188 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -59575.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -59605.566406 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -59605.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59631.230469 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -59631.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -59655.667969 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -59655.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59674.535156 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -59674.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59692.597656 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -59692.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59707.503906 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -59707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59720.054688 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -59720.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59726.140625 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -59726.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59729.675781 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -59729.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59729.675781 Penalty: 2268.222168
	Iteration 18F: 3 clusters Score -59729.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -27924.990234 Penalty: 1088.668823
	Iteration 0F: 2 clusters Score -27924.99 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 412 members 
Entering Unmasked Estep 
Score: -26619.671875 Penalty: 2177.337646
	Iteration 0F: 3 clusters Score -26619.67 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26934.044922 Penalty: 2177.337646
	Iteration 1F: 3 clusters Score -26934.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27163.167969 Penalty: 2177.337646
	Iteration 2F: 3 clusters Score -27163.17 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -27346.822266 Penalty: 2177.337646
	Iteration 3F: 3 clusters Score -27346.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27577.808594 Penalty: 2177.337646
	Iteration 4F: 3 clusters Score -27577.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27771.960938 Penalty: 2177.337646
	Iteration 5F: 3 clusters Score -27771.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -27894.457031 Penalty: 2177.337646
	Iteration 6F: 3 clusters Score -27894.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -27964.056641 Penalty: 2177.337646
	Iteration 7Q: 3 clusters Score -27964.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -27972.771484 Penalty: 2177.337646
	Iteration 8Q: 3 clusters Score -27972.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -27978.703125 Penalty: 2177.337646
	Iteration 9Q: 3 clusters Score -27978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28002.763672 Penalty: 2177.337646
	Iteration 10Q: 3 clusters Score -28002.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28021.980469 Penalty: 2177.337646
	Iteration 11Q: 3 clusters Score -28021.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28028.421875 Penalty: 2177.337646
	Iteration 12Q: 3 clusters Score -28028.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28032.544922 Penalty: 2177.337646
	Iteration 13Q: 3 clusters Score -28032.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28034.783203 Penalty: 2177.337646
	Iteration 14Q: 3 clusters Score -28034.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28034.783203 Penalty: 2177.337646
	Iteration 15F: 3 clusters Score -28034.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 18262 members 
Mstep: Class 9 contains 25718 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 457 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4535 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 2537 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2185 members 
Mstep: Class 44 contains 355 members 
Entering Unmasked Estep 
Score: -12699781.000000 Penalty: 88393.125000
Splitting cluster 29 changes total score from -12700532.000000 to -12699781.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -211264.359375 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -211264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -208220.781250 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -208220.8 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -209040.968750 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -209041 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -209244.593750 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -209244.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -209437.781250 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -209437.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -209596.406250 Penalty: 2649.932373
	Iteration 4F: 3 clusters Score -209596.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -209723.265625 Penalty: 2649.932373
	Iteration 5Q: 3 clusters Score -209723.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -209823.546875 Penalty: 2649.932373
	Iteration 6Q: 3 clusters Score -209823.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -209915.906250 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -209915.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -210000.937500 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -210000.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -210073.781250 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -210073.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -210133.921875 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -210133.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -210181.093750 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -210181.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -210222.812500 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -210222.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -210257.156250 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -210257.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -210281.109375 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -210281.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -210290.671875 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -210290.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -210297.515625 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -210297.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -210306.484375 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -210306.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -210318.375000 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -210318.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -210331.750000 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -210331.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -210346.906250 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -210346.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -210361.953125 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -210362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -210372.468750 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -210372.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -210382.328125 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -210382.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -210391.203125 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -210391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -210398.750000 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -210398.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -210406.656250 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -210406.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -210413.656250 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -210413.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -210418.593750 Penalty: 2649.932373
	Iteration 28Q: 3 clusters Score -210418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -210425.203125 Penalty: 2649.932373
	Iteration 29Q: 3 clusters Score -210425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -210432.734375 Penalty: 2649.932373
	Iteration 30Q: 3 clusters Score -210432.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -210437.500000 Penalty: 2649.932373
	Iteration 31Q: 3 clusters Score -210437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -210439.640625 Penalty: 2649.932373
	Iteration 32Q: 3 clusters Score -210439.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -210442.984375 Penalty: 2649.932373
	Iteration 33Q: 3 clusters Score -210443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -210446.328125 Penalty: 2649.932373
	Iteration 34Q: 3 clusters Score -210446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -210447.781250 Penalty: 2649.932373
	Iteration 35Q: 3 clusters Score -210447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -210449.953125 Penalty: 2649.932373
	Iteration 36Q: 3 clusters Score -210450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -210452.312500 Penalty: 2649.932373
	Iteration 37Q: 3 clusters Score -210452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -210454.062500 Penalty: 2649.932373
	Iteration 38Q: 3 clusters Score -210454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -210455.484375 Penalty: 2649.932373
	Iteration 39Q: 3 clusters Score -210455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -210456.187500 Penalty: 2649.932373
	Iteration 40F: 3 clusters Score -210456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -210456.218750 Penalty: 2649.932373
	Iteration 41Q: 3 clusters Score -210456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -210456.328125 Penalty: 2649.932373
	Iteration 42Q: 3 clusters Score -210456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -210456.328125 Penalty: 2649.932373
	Iteration 43F: 3 clusters Score -210456.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Entering Unmasked Estep 
Score: -179370.921875 Penalty: 1339.019653
	Iteration 0F: 2 clusters Score -179370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -176145.218750 Penalty: 2678.039307
	Iteration 0F: 3 clusters Score -176145.2 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -177110.515625 Penalty: 2678.039307
	Iteration 1F: 3 clusters Score -177110.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -177379.953125 Penalty: 2678.039307
	Iteration 2F: 3 clusters Score -177380 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -177602.671875 Penalty: 2678.039307
	Iteration 3F: 3 clusters Score -177602.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -177739.484375 Penalty: 2678.039307
	Iteration 4F: 3 clusters Score -177739.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -177857.640625 Penalty: 2678.039307
	Iteration 5Q: 3 clusters Score -177857.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -177959.125000 Penalty: 2678.039307
	Iteration 6Q: 3 clusters Score -177959.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -178053.468750 Penalty: 2678.039307
	Iteration 7Q: 3 clusters Score -178053.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -178129.578125 Penalty: 2678.039307
	Iteration 8Q: 3 clusters Score -178129.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -178207.187500 Penalty: 2678.039307
	Iteration 9Q: 3 clusters Score -178207.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -178272.984375 Penalty: 2678.039307
	Iteration 10Q: 3 clusters Score -178273 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -178324.343750 Penalty: 2678.039307
	Iteration 11Q: 3 clusters Score -178324.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -178381.187500 Penalty: 2678.039307
	Iteration 12Q: 3 clusters Score -178381.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -178435.093750 Penalty: 2678.039307
	Iteration 13Q: 3 clusters Score -178435.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -178476.250000 Penalty: 2678.039307
	Iteration 14Q: 3 clusters Score -178476.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -178507.015625 Penalty: 2678.039307
	Iteration 15Q: 3 clusters Score -178507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -178537.421875 Penalty: 2678.039307
	Iteration 16Q: 3 clusters Score -178537.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -178558.718750 Penalty: 2678.039307
	Iteration 17Q: 3 clusters Score -178558.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -178580.906250 Penalty: 2678.039307
	Iteration 18Q: 3 clusters Score -178580.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -178600.734375 Penalty: 2678.039307
	Iteration 19Q: 3 clusters Score -178600.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -178614.312500 Penalty: 2678.039307
	Iteration 20F: 3 clusters Score -178614.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -178620.484375 Penalty: 2678.039307
	Iteration 21Q: 3 clusters Score -178620.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -178625.390625 Penalty: 2678.039307
	Iteration 22Q: 3 clusters Score -178625.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178628.312500 Penalty: 2678.039307
	Iteration 23Q: 3 clusters Score -178628.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -178632.203125 Penalty: 2678.039307
	Iteration 24Q: 3 clusters Score -178632.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -178635.687500 Penalty: 2678.039307
	Iteration 25Q: 3 clusters Score -178635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178637.906250 Penalty: 2678.039307
	Iteration 26Q: 3 clusters Score -178637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -178640.484375 Penalty: 2678.039307
	Iteration 27Q: 3 clusters Score -178640.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -178643.484375 Penalty: 2678.039307
	Iteration 28Q: 3 clusters Score -178643.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -178648.375000 Penalty: 2678.039307
	Iteration 29Q: 3 clusters Score -178648.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -178656.203125 Penalty: 2678.039307
	Iteration 30Q: 3 clusters Score -178656.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -178662.531250 Penalty: 2678.039307
	Iteration 31Q: 3 clusters Score -178662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -178668.062500 Penalty: 2678.039307
	Iteration 32Q: 3 clusters Score -178668.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -178671.046875 Penalty: 2678.039307
	Iteration 33Q: 3 clusters Score -178671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -178672.578125 Penalty: 2678.039307
	Iteration 34Q: 3 clusters Score -178672.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -178673.390625 Penalty: 2678.039307
	Iteration 35Q: 3 clusters Score -178673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -178674.718750 Penalty: 2678.039307
	Iteration 36Q: 3 clusters Score -178674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -178675.765625 Penalty: 2678.039307
	Iteration 37Q: 3 clusters Score -178675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -178678.375000 Penalty: 2678.039307
	Iteration 38Q: 3 clusters Score -178678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -178680.578125 Penalty: 2678.039307
	Iteration 39Q: 3 clusters Score -178680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -178681.796875 Penalty: 2678.039307
	Iteration 40F: 3 clusters Score -178681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -178682.656250 Penalty: 2678.039307
	Iteration 41Q: 3 clusters Score -178682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -178682.656250 Penalty: 2678.039307
	Iteration 42F: 3 clusters Score -178682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -677950.750000 Penalty: 1516.842407
	Iteration 0F: 2 clusters Score -677950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -670033.250000 Penalty: 3033.684814
	Iteration 0F: 3 clusters Score -670033.2 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -672619.875000 Penalty: 3033.684814
	Iteration 1F: 3 clusters Score -672619.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -672916.187500 Penalty: 3033.684814
	Iteration 2F: 3 clusters Score -672916.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -673175.812500 Penalty: 3033.684814
	Iteration 3F: 3 clusters Score -673175.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -673483.562500 Penalty: 3033.684814
	Iteration 4F: 3 clusters Score -673483.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -673837.000000 Penalty: 3033.684814
	Iteration 5F: 3 clusters Score -673837 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -674340.125000 Penalty: 3033.684814
	Iteration 6F: 3 clusters Score -674340.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -674921.125000 Penalty: 3033.684814
	Iteration 7F: 3 clusters Score -674921.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -675473.250000 Penalty: 3033.684814
	Iteration 8F: 3 clusters Score -675473.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -675899.562500 Penalty: 3033.684814
	Iteration 9Q: 3 clusters Score -675899.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -676221.625000 Penalty: 3033.684814
	Iteration 10Q: 3 clusters Score -676221.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -676419.250000 Penalty: 3033.684814
	Iteration 11Q: 3 clusters Score -676419.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -676530.125000 Penalty: 3033.684814
	Iteration 12Q: 3 clusters Score -676530.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -676605.937500 Penalty: 3033.684814
	Iteration 13Q: 3 clusters Score -676605.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -676643.187500 Penalty: 3033.684814
	Iteration 14Q: 3 clusters Score -676643.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -676667.437500 Penalty: 3033.684814
	Iteration 15Q: 3 clusters Score -676667.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -676683.562500 Penalty: 3033.684814
	Iteration 16Q: 3 clusters Score -676683.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -676697.812500 Penalty: 3033.684814
	Iteration 17Q: 3 clusters Score -676697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -676703.500000 Penalty: 3033.684814
	Iteration 18Q: 3 clusters Score -676703.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -676715.000000 Penalty: 3033.684814
	Iteration 19Q: 3 clusters Score -676715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -676727.187500 Penalty: 3033.684814
	Iteration 20F: 3 clusters Score -676727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -676737.312500 Penalty: 3033.684814
	Iteration 21Q: 3 clusters Score -676737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -676744.625000 Penalty: 3033.684814
	Iteration 22Q: 3 clusters Score -676744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -676746.937500 Penalty: 3033.684814
	Iteration 23Q: 3 clusters Score -676746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -676747.687500 Penalty: 3033.684814
	Iteration 24Q: 3 clusters Score -676747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -676750.125000 Penalty: 3033.684814
	Iteration 25Q: 3 clusters Score -676750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -676755.687500 Penalty: 3033.684814
	Iteration 26Q: 3 clusters Score -676755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -676763.125000 Penalty: 3033.684814
	Iteration 27Q: 3 clusters Score -676763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -676765.250000 Penalty: 3033.684814
	Iteration 28Q: 3 clusters Score -676765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -676767.437500 Penalty: 3033.684814
	Iteration 29Q: 3 clusters Score -676767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -676768.062500 Penalty: 3033.684814
	Iteration 30Q: 3 clusters Score -676768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -676768.062500 Penalty: 3033.684814
	Iteration 31F: 3 clusters Score -676768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -41163.386719 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -41163.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39915.554688 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -39915.55 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -40151.343750 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -40151.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40228.433594 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -40228.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40255.125000 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -40255.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40282.691406 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -40282.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40298.406250 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -40298.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40307.171875 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -40307.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40313.375000 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -40313.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40320.546875 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -40320.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40326.847656 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -40326.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40329.425781 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -40329.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40337.511719 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -40337.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40338.304688 Penalty: 2157.534668
	Iteration 12Q: 3 clusters Score -40338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40338.800781 Penalty: 2157.534668
	Iteration 13Q: 3 clusters Score -40338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40338.800781 Penalty: 2157.534668
	Iteration 14F: 3 clusters Score -40338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Entering Unmasked Estep 
Score: -153698.468750 Penalty: 1284.514404
	Iteration 0F: 2 clusters Score -153698.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -151173.265625 Penalty: 2569.028809
	Iteration 0F: 3 clusters Score -151173.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -151754.625000 Penalty: 2569.028809
	Iteration 1F: 3 clusters Score -151754.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -151877.187500 Penalty: 2569.028809
	Iteration 2F: 3 clusters Score -151877.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -151991.250000 Penalty: 2569.028809
	Iteration 3F: 3 clusters Score -151991.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -152075.671875 Penalty: 2569.028809
	Iteration 4Q: 3 clusters Score -152075.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -152143.484375 Penalty: 2569.028809
	Iteration 5Q: 3 clusters Score -152143.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -152210.953125 Penalty: 2569.028809
	Iteration 6Q: 3 clusters Score -152211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -152254.296875 Penalty: 2569.028809
	Iteration 7Q: 3 clusters Score -152254.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -152295.359375 Penalty: 2569.028809
	Iteration 8Q: 3 clusters Score -152295.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -152319.671875 Penalty: 2569.028809
	Iteration 9Q: 3 clusters Score -152319.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -152342.984375 Penalty: 2569.028809
	Iteration 10Q: 3 clusters Score -152343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -152369.281250 Penalty: 2569.028809
	Iteration 11Q: 3 clusters Score -152369.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -152384.968750 Penalty: 2569.028809
	Iteration 12Q: 3 clusters Score -152385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -152399.609375 Penalty: 2569.028809
	Iteration 13Q: 3 clusters Score -152399.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -152412.703125 Penalty: 2569.028809
	Iteration 14Q: 3 clusters Score -152412.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -152426.593750 Penalty: 2569.028809
	Iteration 15Q: 3 clusters Score -152426.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -152438.718750 Penalty: 2569.028809
	Iteration 16Q: 3 clusters Score -152438.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -152453.000000 Penalty: 2569.028809
	Iteration 17Q: 3 clusters Score -152453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -152469.140625 Penalty: 2569.028809
	Iteration 18Q: 3 clusters Score -152469.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -152492.468750 Penalty: 2569.028809
	Iteration 19Q: 3 clusters Score -152492.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -152516.125000 Penalty: 2569.028809
	Iteration 20F: 3 clusters Score -152516.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -152532.953125 Penalty: 2569.028809
	Iteration 21Q: 3 clusters Score -152533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -152547.562500 Penalty: 2569.028809
	Iteration 22Q: 3 clusters Score -152547.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -152562.406250 Penalty: 2569.028809
	Iteration 23Q: 3 clusters Score -152562.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -152575.015625 Penalty: 2569.028809
	Iteration 24Q: 3 clusters Score -152575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -152586.218750 Penalty: 2569.028809
	Iteration 25Q: 3 clusters Score -152586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -152596.593750 Penalty: 2569.028809
	Iteration 26Q: 3 clusters Score -152596.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -152606.484375 Penalty: 2569.028809
	Iteration 27Q: 3 clusters Score -152606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -152613.015625 Penalty: 2569.028809
	Iteration 28Q: 3 clusters Score -152613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -152618.671875 Penalty: 2569.028809
	Iteration 29Q: 3 clusters Score -152618.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -152623.359375 Penalty: 2569.028809
	Iteration 30Q: 3 clusters Score -152623.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -152628.281250 Penalty: 2569.028809
	Iteration 31Q: 3 clusters Score -152628.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -152633.546875 Penalty: 2569.028809
	Iteration 32Q: 3 clusters Score -152633.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -152640.109375 Penalty: 2569.028809
	Iteration 33Q: 3 clusters Score -152640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -152644.546875 Penalty: 2569.028809
	Iteration 34Q: 3 clusters Score -152644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -152648.203125 Penalty: 2569.028809
	Iteration 35Q: 3 clusters Score -152648.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -152653.390625 Penalty: 2569.028809
	Iteration 36Q: 3 clusters Score -152653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -152658.000000 Penalty: 2569.028809
	Iteration 37Q: 3 clusters Score -152658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -152660.984375 Penalty: 2569.028809
	Iteration 38Q: 3 clusters Score -152661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -152663.171875 Penalty: 2569.028809
	Iteration 39Q: 3 clusters Score -152663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -152667.156250 Penalty: 2569.028809
	Iteration 40F: 3 clusters Score -152667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -152669.281250 Penalty: 2569.028809
	Iteration 41Q: 3 clusters Score -152669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -152670.437500 Penalty: 2569.028809
	Iteration 42Q: 3 clusters Score -152670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -152671.406250 Penalty: 2569.028809
	Iteration 43Q: 3 clusters Score -152671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -152672.453125 Penalty: 2569.028809
	Iteration 44Q: 3 clusters Score -152672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -152672.968750 Penalty: 2569.028809
	Iteration 45Q: 3 clusters Score -152673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -152673.531250 Penalty: 2569.028809
	Iteration 46Q: 3 clusters Score -152673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -152674.187500 Penalty: 2569.028809
	Iteration 47Q: 3 clusters Score -152674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -152676.593750 Penalty: 2569.028809
	Iteration 48Q: 3 clusters Score -152676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -152678.000000 Penalty: 2569.028809
	Iteration 49Q: 3 clusters Score -152678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -152678.156250 Penalty: 2569.028809
	Iteration 50Q: 3 clusters Score -152678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -152678.156250 Penalty: 2569.028809
	Iteration 51F: 3 clusters Score -152678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Entering Unmasked Estep 
Score: -251948.375000 Penalty: 1368.181885
	Iteration 0F: 2 clusters Score -251948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -248289.765625 Penalty: 2736.363770
	Iteration 0F: 3 clusters Score -248289.8 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -249387.093750 Penalty: 2736.363770
	Iteration 1F: 3 clusters Score -249387.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -249754.281250 Penalty: 2736.363770
	Iteration 2F: 3 clusters Score -249754.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -250069.359375 Penalty: 2736.363770
	Iteration 3F: 3 clusters Score -250069.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -250285.218750 Penalty: 2736.363770
	Iteration 4F: 3 clusters Score -250285.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -250418.421875 Penalty: 2736.363770
	Iteration 5Q: 3 clusters Score -250418.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -250514.484375 Penalty: 2736.363770
	Iteration 6Q: 3 clusters Score -250514.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -250570.031250 Penalty: 2736.363770
	Iteration 7Q: 3 clusters Score -250570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -250613.921875 Penalty: 2736.363770
	Iteration 8Q: 3 clusters Score -250613.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -250659.562500 Penalty: 2736.363770
	Iteration 9Q: 3 clusters Score -250659.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -250715.828125 Penalty: 2736.363770
	Iteration 10Q: 3 clusters Score -250715.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -250769.781250 Penalty: 2736.363770
	Iteration 11Q: 3 clusters Score -250769.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -250818.171875 Penalty: 2736.363770
	Iteration 12Q: 3 clusters Score -250818.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -250861.984375 Penalty: 2736.363770
	Iteration 13Q: 3 clusters Score -250862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -250890.828125 Penalty: 2736.363770
	Iteration 14Q: 3 clusters Score -250890.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -250927.171875 Penalty: 2736.363770
	Iteration 15Q: 3 clusters Score -250927.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -250962.890625 Penalty: 2736.363770
	Iteration 16Q: 3 clusters Score -250962.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -250990.046875 Penalty: 2736.363770
	Iteration 17Q: 3 clusters Score -250990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -251017.812500 Penalty: 2736.363770
	Iteration 18Q: 3 clusters Score -251017.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -251037.375000 Penalty: 2736.363770
	Iteration 19Q: 3 clusters Score -251037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -251045.843750 Penalty: 2736.363770
	Iteration 20F: 3 clusters Score -251045.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -251056.843750 Penalty: 2736.363770
	Iteration 21Q: 3 clusters Score -251056.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -251063.187500 Penalty: 2736.363770
	Iteration 22Q: 3 clusters Score -251063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -251067.765625 Penalty: 2736.363770
	Iteration 23Q: 3 clusters Score -251067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -251071.406250 Penalty: 2736.363770
	Iteration 24Q: 3 clusters Score -251071.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -251075.765625 Penalty: 2736.363770
	Iteration 25Q: 3 clusters Score -251075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -251082.046875 Penalty: 2736.363770
	Iteration 26Q: 3 clusters Score -251082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -251084.593750 Penalty: 2736.363770
	Iteration 27Q: 3 clusters Score -251084.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -251087.515625 Penalty: 2736.363770
	Iteration 28Q: 3 clusters Score -251087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -251090.671875 Penalty: 2736.363770
	Iteration 29Q: 3 clusters Score -251090.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -251095.437500 Penalty: 2736.363770
	Iteration 30Q: 3 clusters Score -251095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -251097.609375 Penalty: 2736.363770
	Iteration 31Q: 3 clusters Score -251097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -251100.062500 Penalty: 2736.363770
	Iteration 32Q: 3 clusters Score -251100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -251102.671875 Penalty: 2736.363770
	Iteration 33Q: 3 clusters Score -251102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -251104.218750 Penalty: 2736.363770
	Iteration 34Q: 3 clusters Score -251104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -251105.406250 Penalty: 2736.363770
	Iteration 35Q: 3 clusters Score -251105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -251107.781250 Penalty: 2736.363770
	Iteration 36Q: 3 clusters Score -251107.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -251108.312500 Penalty: 2736.363770
	Iteration 37Q: 3 clusters Score -251108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -251108.734375 Penalty: 2736.363770
	Iteration 38Q: 3 clusters Score -251108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -251108.671875 Penalty: 2736.363770
	Iteration 39Q: 3 clusters Score -251108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -251110.140625 Penalty: 2736.363770
	Iteration 40F: 3 clusters Score -251110.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -21775.251953 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -21775.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20748.535156 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -20748.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20902.755859 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -20902.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20955.658203 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -20955.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20973.902344 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -20973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20993.330078 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -20993.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21005.550781 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -21005.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21011.203125 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -21011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21015.416016 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -21015.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21015.416016 Penalty: 1972.238281
	Iteration 8F: 3 clusters Score -21015.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Entering Unmasked Estep 
Score: -457628.625000 Penalty: 1452.319458
	Iteration 0F: 2 clusters Score -457628.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -451990.281250 Penalty: 2904.638916
	Iteration 0F: 3 clusters Score -451990.3 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -453858.156250 Penalty: 2904.638916
	Iteration 1F: 3 clusters Score -453858.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -454158.312500 Penalty: 2904.638916
	Iteration 2F: 3 clusters Score -454158.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -454420.250000 Penalty: 2904.638916
	Iteration 3F: 3 clusters Score -454420.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -454661.656250 Penalty: 2904.638916
	Iteration 4F: 3 clusters Score -454661.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -454885.343750 Penalty: 2904.638916
	Iteration 5F: 3 clusters Score -454885.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -455100.937500 Penalty: 2904.638916
	Iteration 6Q: 3 clusters Score -455100.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -455251.031250 Penalty: 2904.638916
	Iteration 7Q: 3 clusters Score -455251 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -455361.531250 Penalty: 2904.638916
	Iteration 8Q: 3 clusters Score -455361.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -455428.125000 Penalty: 2904.638916
	Iteration 9Q: 3 clusters Score -455428.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -455461.843750 Penalty: 2904.638916
	Iteration 10Q: 3 clusters Score -455461.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -455484.156250 Penalty: 2904.638916
	Iteration 11Q: 3 clusters Score -455484.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -455500.375000 Penalty: 2904.638916
	Iteration 12Q: 3 clusters Score -455500.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -455510.156250 Penalty: 2904.638916
	Iteration 13Q: 3 clusters Score -455510.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -455518.281250 Penalty: 2904.638916
	Iteration 14Q: 3 clusters Score -455518.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -455524.625000 Penalty: 2904.638916
	Iteration 15Q: 3 clusters Score -455524.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -455530.437500 Penalty: 2904.638916
	Iteration 16Q: 3 clusters Score -455530.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -455536.031250 Penalty: 2904.638916
	Iteration 17Q: 3 clusters Score -455536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -455542.875000 Penalty: 2904.638916
	Iteration 18Q: 3 clusters Score -455542.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -455550.593750 Penalty: 2904.638916
	Iteration 19Q: 3 clusters Score -455550.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -455564.906250 Penalty: 2904.638916
	Iteration 20F: 3 clusters Score -455564.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -455582.031250 Penalty: 2904.638916
	Iteration 21Q: 3 clusters Score -455582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -455595.937500 Penalty: 2904.638916
	Iteration 22Q: 3 clusters Score -455595.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -455608.937500 Penalty: 2904.638916
	Iteration 23Q: 3 clusters Score -455608.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -455631.750000 Penalty: 2904.638916
	Iteration 24Q: 3 clusters Score -455631.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -455654.312500 Penalty: 2904.638916
	Iteration 25Q: 3 clusters Score -455654.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -455686.500000 Penalty: 2904.638916
	Iteration 26Q: 3 clusters Score -455686.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -455721.906250 Penalty: 2904.638916
	Iteration 27Q: 3 clusters Score -455721.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -455767.875000 Penalty: 2904.638916
	Iteration 28Q: 3 clusters Score -455767.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -455818.750000 Penalty: 2904.638916
	Iteration 29Q: 3 clusters Score -455818.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -455858.937500 Penalty: 2904.638916
	Iteration 30Q: 3 clusters Score -455858.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -455894.093750 Penalty: 2904.638916
	Iteration 31Q: 3 clusters Score -455894.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -455917.437500 Penalty: 2904.638916
	Iteration 32Q: 3 clusters Score -455917.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -455940.312500 Penalty: 2904.638916
	Iteration 33Q: 3 clusters Score -455940.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -455961.937500 Penalty: 2904.638916
	Iteration 34Q: 3 clusters Score -455961.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -455982.000000 Penalty: 2904.638916
	Iteration 35Q: 3 clusters Score -455982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -455991.875000 Penalty: 2904.638916
	Iteration 36Q: 3 clusters Score -455991.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -456002.625000 Penalty: 2904.638916
	Iteration 37Q: 3 clusters Score -456002.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -456017.031250 Penalty: 2904.638916
	Iteration 38Q: 3 clusters Score -456017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -456032.000000 Penalty: 2904.638916
	Iteration 39Q: 3 clusters Score -456032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -456047.531250 Penalty: 2904.638916
	Iteration 40F: 3 clusters Score -456047.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -456058.812500 Penalty: 2904.638916
	Iteration 41Q: 3 clusters Score -456058.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -456068.875000 Penalty: 2904.638916
	Iteration 42Q: 3 clusters Score -456068.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -456081.312500 Penalty: 2904.638916
	Iteration 43Q: 3 clusters Score -456081.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -456097.937500 Penalty: 2904.638916
	Iteration 44Q: 3 clusters Score -456097.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -456118.437500 Penalty: 2904.638916
	Iteration 45Q: 3 clusters Score -456118.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -456130.781250 Penalty: 2904.638916
	Iteration 46Q: 3 clusters Score -456130.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -456142.125000 Penalty: 2904.638916
	Iteration 47Q: 3 clusters Score -456142.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -456151.031250 Penalty: 2904.638916
	Iteration 48Q: 3 clusters Score -456151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -456158.500000 Penalty: 2904.638916
	Iteration 49Q: 3 clusters Score -456158.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -456166.781250 Penalty: 2904.638916
	Iteration 50Q: 3 clusters Score -456166.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -456174.625000 Penalty: 2904.638916
	Iteration 51Q: 3 clusters Score -456174.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -456182.093750 Penalty: 2904.638916
	Iteration 52Q: 3 clusters Score -456182.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -456188.562500 Penalty: 2904.638916
	Iteration 53Q: 3 clusters Score -456188.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -456195.000000 Penalty: 2904.638916
	Iteration 54Q: 3 clusters Score -456195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -456200.656250 Penalty: 2904.638916
	Iteration 55Q: 3 clusters Score -456200.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -456210.968750 Penalty: 2904.638916
	Iteration 56Q: 3 clusters Score -456211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -456217.718750 Penalty: 2904.638916
	Iteration 57Q: 3 clusters Score -456217.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -456223.687500 Penalty: 2904.638916
	Iteration 58Q: 3 clusters Score -456223.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -456227.625000 Penalty: 2904.638916
	Iteration 59Q: 3 clusters Score -456227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -456231.531250 Penalty: 2904.638916
	Iteration 60F: 3 clusters Score -456231.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -456236.000000 Penalty: 2904.638916
	Iteration 61Q: 3 clusters Score -456236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -456236.156250 Penalty: 2904.638916
	Iteration 62Q: 3 clusters Score -456236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -456237.718750 Penalty: 2904.638916
	Iteration 63Q: 3 clusters Score -456237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -456241.375000 Penalty: 2904.638916
	Iteration 64Q: 3 clusters Score -456241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -456242.000000 Penalty: 2904.638916
	Iteration 65Q: 3 clusters Score -456242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -456243.062500 Penalty: 2904.638916
	Iteration 66Q: 3 clusters Score -456243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -456244.718750 Penalty: 2904.638916
	Iteration 67Q: 3 clusters Score -456244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -456243.812500 Penalty: 2904.638916
	Iteration 68Q: 3 clusters Score -456243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -456245.000000 Penalty: 2904.638916
	Iteration 69Q: 3 clusters Score -456245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -456245.531250 Penalty: 2904.638916
	Iteration 70Q: 3 clusters Score -456245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -456244.875000 Penalty: 2904.638916
	Iteration 71Q: 3 clusters Score -456244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -456248.031250 Penalty: 2904.638916
	Iteration 72Q: 3 clusters Score -456248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -456249.406250 Penalty: 2904.638916
	Iteration 73Q: 3 clusters Score -456249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -456250.000000 Penalty: 2904.638916
	Iteration 74Q: 3 clusters Score -456250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -456253.187500 Penalty: 2904.638916
	Iteration 75Q: 3 clusters Score -456253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -456255.125000 Penalty: 2904.638916
	Iteration 76Q: 3 clusters Score -456255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -456260.750000 Penalty: 2904.638916
	Iteration 77Q: 3 clusters Score -456260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -456265.437500 Penalty: 2904.638916
	Iteration 78Q: 3 clusters Score -456265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -456271.968750 Penalty: 2904.638916
	Iteration 79Q: 3 clusters Score -456272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -456275.906250 Penalty: 2904.638916
	Iteration 80F: 3 clusters Score -456275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -456278.437500 Penalty: 2904.638916
	Iteration 81Q: 3 clusters Score -456278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -456280.312500 Penalty: 2904.638916
	Iteration 82Q: 3 clusters Score -456280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -456283.562500 Penalty: 2904.638916
	Iteration 83Q: 3 clusters Score -456283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -456288.218750 Penalty: 2904.638916
	Iteration 84Q: 3 clusters Score -456288.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -456293.125000 Penalty: 2904.638916
	Iteration 85Q: 3 clusters Score -456293.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -456297.281250 Penalty: 2904.638916
	Iteration 86Q: 3 clusters Score -456297.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -456302.437500 Penalty: 2904.638916
	Iteration 87Q: 3 clusters Score -456302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -456305.437500 Penalty: 2904.638916
	Iteration 88Q: 3 clusters Score -456305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -456306.625000 Penalty: 2904.638916
	Iteration 89Q: 3 clusters Score -456306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -456308.750000 Penalty: 2904.638916
	Iteration 90Q: 3 clusters Score -456308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -456307.875000 Penalty: 2904.638916
	Iteration 91Q: 3 clusters Score -456307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -456309.562500 Penalty: 2904.638916
	Iteration 92Q: 3 clusters Score -456309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -456309.312500 Penalty: 2904.638916
	Iteration 93Q: 3 clusters Score -456309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -456311.375000 Penalty: 2904.638916
	Iteration 94Q: 3 clusters Score -456311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -456311.718750 Penalty: 2904.638916
	Iteration 95Q: 3 clusters Score -456311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -456313.125000 Penalty: 2904.638916
	Iteration 96Q: 3 clusters Score -456313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -456316.218750 Penalty: 2904.638916
	Iteration 97Q: 3 clusters Score -456316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -456318.531250 Penalty: 2904.638916
	Iteration 98Q: 3 clusters Score -456318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -456318.718750 Penalty: 2904.638916
	Iteration 99Q: 3 clusters Score -456318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -456319.656250 Penalty: 2904.638916
	Iteration 100F: 3 clusters Score -456319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -456321.062500 Penalty: 2904.638916
	Iteration 101Q: 3 clusters Score -456321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -456320.531250 Penalty: 2904.638916
	Iteration 102Q: 3 clusters Score -456320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -456320.468750 Penalty: 2904.638916
	Iteration 103Q: 3 clusters Score -456320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -456321.187500 Penalty: 2904.638916
	Iteration 104Q: 3 clusters Score -456321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -456321.875000 Penalty: 2904.638916
	Iteration 105Q: 3 clusters Score -456321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -456322.625000 Penalty: 2904.638916
	Iteration 106Q: 3 clusters Score -456322.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -456323.843750 Penalty: 2904.638916
	Iteration 107Q: 3 clusters Score -456323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -456324.125000 Penalty: 2904.638916
	Iteration 108Q: 3 clusters Score -456324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -456323.937500 Penalty: 2904.638916
	Iteration 109Q: 3 clusters Score -456323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -456323.937500 Penalty: 2904.638916
	Iteration 110F: 3 clusters Score -456323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -77378.203125 Penalty: 1167.994263
	Iteration 0F: 2 clusters Score -77378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -75733.851562 Penalty: 2335.988525
	Iteration 0F: 3 clusters Score -75733.85 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76061.710938 Penalty: 2335.988525
	Iteration 1F: 3 clusters Score -76061.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -76145.398438 Penalty: 2335.988525
	Iteration 2F: 3 clusters Score -76145.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -76173.765625 Penalty: 2335.988525
	Iteration 3Q: 3 clusters Score -76173.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -76192.695312 Penalty: 2335.988525
	Iteration 4Q: 3 clusters Score -76192.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -76209.703125 Penalty: 2335.988525
	Iteration 5Q: 3 clusters Score -76209.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -76226.617188 Penalty: 2335.988525
	Iteration 6Q: 3 clusters Score -76226.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -76235.265625 Penalty: 2335.988525
	Iteration 7Q: 3 clusters Score -76235.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -76241.890625 Penalty: 2335.988525
	Iteration 8Q: 3 clusters Score -76241.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -76248.976562 Penalty: 2335.988525
	Iteration 9Q: 3 clusters Score -76248.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -76258.195312 Penalty: 2335.988525
	Iteration 10Q: 3 clusters Score -76258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76262.546875 Penalty: 2335.988525
	Iteration 11Q: 3 clusters Score -76262.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76265.882812 Penalty: 2335.988525
	Iteration 12Q: 3 clusters Score -76265.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -76269.203125 Penalty: 2335.988525
	Iteration 13Q: 3 clusters Score -76269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -76272.320312 Penalty: 2335.988525
	Iteration 14Q: 3 clusters Score -76272.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -76273.820312 Penalty: 2335.988525
	Iteration 15Q: 3 clusters Score -76273.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76277.148438 Penalty: 2335.988525
	Iteration 16Q: 3 clusters Score -76277.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76279.031250 Penalty: 2335.988525
	Iteration 17Q: 3 clusters Score -76279.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76279.328125 Penalty: 2335.988525
	Iteration 18Q: 3 clusters Score -76279.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76279.328125 Penalty: 2335.988525
	Iteration 19F: 3 clusters Score -76279.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -113785.695312 Penalty: 1273.794800
	Iteration 0F: 2 clusters Score -113785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -111447.757812 Penalty: 2547.589600
	Iteration 0F: 3 clusters Score -111447.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -112295.351562 Penalty: 2547.589600
	Iteration 1F: 3 clusters Score -112295.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -112563.687500 Penalty: 2547.589600
	Iteration 2F: 3 clusters Score -112563.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -112715.781250 Penalty: 2547.589600
	Iteration 3F: 3 clusters Score -112715.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -112852.218750 Penalty: 2547.589600
	Iteration 4F: 3 clusters Score -112852.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -112972.882812 Penalty: 2547.589600
	Iteration 5Q: 3 clusters Score -112972.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -113067.906250 Penalty: 2547.589600
	Iteration 6Q: 3 clusters Score -113067.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -113133.906250 Penalty: 2547.589600
	Iteration 7Q: 3 clusters Score -113133.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -113182.164062 Penalty: 2547.589600
	Iteration 8Q: 3 clusters Score -113182.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -113217.515625 Penalty: 2547.589600
	Iteration 9Q: 3 clusters Score -113217.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -113252.718750 Penalty: 2547.589600
	Iteration 10Q: 3 clusters Score -113252.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -113304.742188 Penalty: 2547.589600
	Iteration 11Q: 3 clusters Score -113304.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -113433.570312 Penalty: 2547.589600
	Iteration 12Q: 3 clusters Score -113433.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -113643.000000 Penalty: 2547.589600
	Iteration 13Q: 3 clusters Score -113643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -113853.539062 Penalty: 2547.589600
	Iteration 14Q: 3 clusters Score -113853.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -114002.226562 Penalty: 2547.589600
	Iteration 15Q: 3 clusters Score -114002.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -114068.046875 Penalty: 2547.589600
	Iteration 16Q: 3 clusters Score -114068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -114109.523438 Penalty: 2547.589600
	Iteration 17Q: 3 clusters Score -114109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -114132.742188 Penalty: 2547.589600
	Iteration 18Q: 3 clusters Score -114132.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -114151.046875 Penalty: 2547.589600
	Iteration 19Q: 3 clusters Score -114151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -114162.031250 Penalty: 2547.589600
	Iteration 20F: 3 clusters Score -114162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -114170.703125 Penalty: 2547.589600
	Iteration 21Q: 3 clusters Score -114170.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -114175.156250 Penalty: 2547.589600
	Iteration 22Q: 3 clusters Score -114175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -114177.812500 Penalty: 2547.589600
	Iteration 23Q: 3 clusters Score -114177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -114179.195312 Penalty: 2547.589600
	Iteration 24Q: 3 clusters Score -114179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -114181.171875 Penalty: 2547.589600
	Iteration 25Q: 3 clusters Score -114181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -114181.171875 Penalty: 2547.589600
	Iteration 26F: 3 clusters Score -114181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 18262 members 
Mstep: Class 9 contains 25718 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4535 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 567 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2185 members 
Mstep: Class 44 contains 1970 members 
Entering Unmasked Estep 
Score: -12700244.000000 Penalty: 88393.125000
Splitting cluster 39 changes total score from -12700532.000000 to -12700244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -124517.750000 Penalty: 1248.253540
	Iteration 0F: 2 clusters Score -124517.8 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 1067 members 
Entering Unmasked Estep 
Score: -122342.421875 Penalty: 2496.507080
	Iteration 0F: 3 clusters Score -122342.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -122862.343750 Penalty: 2496.507080
	Iteration 1F: 3 clusters Score -122862.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123021.789062 Penalty: 2496.507080
	Iteration 2F: 3 clusters Score -123021.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -123121.281250 Penalty: 2496.507080
	Iteration 3F: 3 clusters Score -123121.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123200.195312 Penalty: 2496.507080
	Iteration 4Q: 3 clusters Score -123200.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123284.640625 Penalty: 2496.507080
	Iteration 5Q: 3 clusters Score -123284.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -123375.640625 Penalty: 2496.507080
	Iteration 6Q: 3 clusters Score -123375.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123474.476562 Penalty: 2496.507080
	Iteration 7Q: 3 clusters Score -123474.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123525.742188 Penalty: 2496.507080
	Iteration 8Q: 3 clusters Score -123525.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -123565.968750 Penalty: 2496.507080
	Iteration 9Q: 3 clusters Score -123566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123597.195312 Penalty: 2496.507080
	Iteration 10Q: 3 clusters Score -123597.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123612.828125 Penalty: 2496.507080
	Iteration 11Q: 3 clusters Score -123612.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123627.085938 Penalty: 2496.507080
	Iteration 12Q: 3 clusters Score -123627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -123633.593750 Penalty: 2496.507080
	Iteration 13Q: 3 clusters Score -123633.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -123640.750000 Penalty: 2496.507080
	Iteration 14Q: 3 clusters Score -123640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -123644.234375 Penalty: 2496.507080
	Iteration 15Q: 3 clusters Score -123644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123650.265625 Penalty: 2496.507080
	Iteration 16Q: 3 clusters Score -123650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -123657.054688 Penalty: 2496.507080
	Iteration 17Q: 3 clusters Score -123657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -123662.484375 Penalty: 2496.507080
	Iteration 18Q: 3 clusters Score -123662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -123667.375000 Penalty: 2496.507080
	Iteration 19Q: 3 clusters Score -123667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -123668.859375 Penalty: 2496.507080
	Iteration 20F: 3 clusters Score -123668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123670.843750 Penalty: 2496.507080
	Iteration 21Q: 3 clusters Score -123670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123672.500000 Penalty: 2496.507080
	Iteration 22Q: 3 clusters Score -123672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123673.648438 Penalty: 2496.507080
	Iteration 23Q: 3 clusters Score -123673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123673.664062 Penalty: 2496.507080
	Iteration 24Q: 3 clusters Score -123673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123673.664062 Penalty: 2496.507080
	Iteration 25F: 3 clusters Score -123673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -112744.414062 Penalty: 1231.863770
	Iteration 0F: 2 clusters Score -112744.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -110664.570312 Penalty: 2463.727539
	Iteration 0F: 3 clusters Score -110664.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -111101.953125 Penalty: 2463.727539
	Iteration 1F: 3 clusters Score -111102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -111212.242188 Penalty: 2463.727539
	Iteration 2F: 3 clusters Score -111212.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -111262.507812 Penalty: 2463.727539
	Iteration 3Q: 3 clusters Score -111262.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -111297.523438 Penalty: 2463.727539
	Iteration 4Q: 3 clusters Score -111297.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -111326.859375 Penalty: 2463.727539
	Iteration 5Q: 3 clusters Score -111326.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -111346.218750 Penalty: 2463.727539
	Iteration 6Q: 3 clusters Score -111346.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -111358.476562 Penalty: 2463.727539
	Iteration 7Q: 3 clusters Score -111358.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -111368.140625 Penalty: 2463.727539
	Iteration 8Q: 3 clusters Score -111368.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -111379.984375 Penalty: 2463.727539
	Iteration 9Q: 3 clusters Score -111380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -111388.750000 Penalty: 2463.727539
	Iteration 10Q: 3 clusters Score -111388.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -111398.078125 Penalty: 2463.727539
	Iteration 11Q: 3 clusters Score -111398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -111408.820312 Penalty: 2463.727539
	Iteration 12Q: 3 clusters Score -111408.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -111414.976562 Penalty: 2463.727539
	Iteration 13Q: 3 clusters Score -111415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -111418.781250 Penalty: 2463.727539
	Iteration 14Q: 3 clusters Score -111418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -111423.648438 Penalty: 2463.727539
	Iteration 15Q: 3 clusters Score -111423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -111425.359375 Penalty: 2463.727539
	Iteration 16Q: 3 clusters Score -111425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -111428.585938 Penalty: 2463.727539
	Iteration 17Q: 3 clusters Score -111428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -111432.125000 Penalty: 2463.727539
	Iteration 18Q: 3 clusters Score -111432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -111436.304688 Penalty: 2463.727539
	Iteration 19Q: 3 clusters Score -111436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -111441.226562 Penalty: 2463.727539
	Iteration 20F: 3 clusters Score -111441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -111446.390625 Penalty: 2463.727539
	Iteration 21Q: 3 clusters Score -111446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -111450.304688 Penalty: 2463.727539
	Iteration 22Q: 3 clusters Score -111450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -111454.093750 Penalty: 2463.727539
	Iteration 23Q: 3 clusters Score -111454.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -111457.187500 Penalty: 2463.727539
	Iteration 24Q: 3 clusters Score -111457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -111458.171875 Penalty: 2463.727539
	Iteration 25Q: 3 clusters Score -111458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -111459.414062 Penalty: 2463.727539
	Iteration 26Q: 3 clusters Score -111459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -111461.039062 Penalty: 2463.727539
	Iteration 27Q: 3 clusters Score -111461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -111464.671875 Penalty: 2463.727539
	Iteration 28Q: 3 clusters Score -111464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -111466.851562 Penalty: 2463.727539
	Iteration 29Q: 3 clusters Score -111466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -111467.445312 Penalty: 2463.727539
	Iteration 30Q: 3 clusters Score -111467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -111467.546875 Penalty: 2463.727539
	Iteration 31Q: 3 clusters Score -111467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -111467.546875 Penalty: 2463.727539
	Iteration 32F: 3 clusters Score -111467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -144137.703125 Penalty: 1272.379517
	Iteration 0F: 2 clusters Score -144137.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -141725.812500 Penalty: 2544.759033
	Iteration 0F: 3 clusters Score -141725.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -142283.484375 Penalty: 2544.759033
	Iteration 1F: 3 clusters Score -142283.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -142387.593750 Penalty: 2544.759033
	Iteration 2F: 3 clusters Score -142387.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -142441.937500 Penalty: 2544.759033
	Iteration 3Q: 3 clusters Score -142441.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142473.546875 Penalty: 2544.759033
	Iteration 4Q: 3 clusters Score -142473.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -142495.421875 Penalty: 2544.759033
	Iteration 5Q: 3 clusters Score -142495.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -142511.281250 Penalty: 2544.759033
	Iteration 6Q: 3 clusters Score -142511.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -142522.593750 Penalty: 2544.759033
	Iteration 7Q: 3 clusters Score -142522.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -142531.796875 Penalty: 2544.759033
	Iteration 8Q: 3 clusters Score -142531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -142540.656250 Penalty: 2544.759033
	Iteration 9Q: 3 clusters Score -142540.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -142547.250000 Penalty: 2544.759033
	Iteration 10Q: 3 clusters Score -142547.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -142552.671875 Penalty: 2544.759033
	Iteration 11Q: 3 clusters Score -142552.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -142556.828125 Penalty: 2544.759033
	Iteration 12Q: 3 clusters Score -142556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -142561.312500 Penalty: 2544.759033
	Iteration 13Q: 3 clusters Score -142561.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -142566.093750 Penalty: 2544.759033
	Iteration 14Q: 3 clusters Score -142566.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -142569.546875 Penalty: 2544.759033
	Iteration 15Q: 3 clusters Score -142569.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -142574.796875 Penalty: 2544.759033
	Iteration 16Q: 3 clusters Score -142574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -142579.750000 Penalty: 2544.759033
	Iteration 17Q: 3 clusters Score -142579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -142583.359375 Penalty: 2544.759033
	Iteration 18Q: 3 clusters Score -142583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -142587.109375 Penalty: 2544.759033
	Iteration 19Q: 3 clusters Score -142587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -142589.781250 Penalty: 2544.759033
	Iteration 20F: 3 clusters Score -142589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -142597.218750 Penalty: 2544.759033
	Iteration 21Q: 3 clusters Score -142597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -142606.187500 Penalty: 2544.759033
	Iteration 22Q: 3 clusters Score -142606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -142614.156250 Penalty: 2544.759033
	Iteration 23Q: 3 clusters Score -142614.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -142620.093750 Penalty: 2544.759033
	Iteration 24Q: 3 clusters Score -142620.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -142626.796875 Penalty: 2544.759033
	Iteration 25Q: 3 clusters Score -142626.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -142636.046875 Penalty: 2544.759033
	Iteration 26Q: 3 clusters Score -142636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -142643.093750 Penalty: 2544.759033
	Iteration 27Q: 3 clusters Score -142643.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -142651.703125 Penalty: 2544.759033
	Iteration 28Q: 3 clusters Score -142651.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -142658.578125 Penalty: 2544.759033
	Iteration 29Q: 3 clusters Score -142658.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -142671.031250 Penalty: 2544.759033
	Iteration 30Q: 3 clusters Score -142671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -142682.375000 Penalty: 2544.759033
	Iteration 31Q: 3 clusters Score -142682.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -142696.734375 Penalty: 2544.759033
	Iteration 32Q: 3 clusters Score -142696.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -142706.281250 Penalty: 2544.759033
	Iteration 33Q: 3 clusters Score -142706.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -142716.500000 Penalty: 2544.759033
	Iteration 34Q: 3 clusters Score -142716.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -142724.515625 Penalty: 2544.759033
	Iteration 35Q: 3 clusters Score -142724.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -142733.062500 Penalty: 2544.759033
	Iteration 36Q: 3 clusters Score -142733.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -142740.968750 Penalty: 2544.759033
	Iteration 37Q: 3 clusters Score -142741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -142747.843750 Penalty: 2544.759033
	Iteration 38Q: 3 clusters Score -142747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -142754.906250 Penalty: 2544.759033
	Iteration 39Q: 3 clusters Score -142754.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -142759.640625 Penalty: 2544.759033
	Iteration 40F: 3 clusters Score -142759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -142761.718750 Penalty: 2544.759033
	Iteration 41Q: 3 clusters Score -142761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -142763.578125 Penalty: 2544.759033
	Iteration 42Q: 3 clusters Score -142763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -142764.984375 Penalty: 2544.759033
	Iteration 43Q: 3 clusters Score -142765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -142766.828125 Penalty: 2544.759033
	Iteration 44Q: 3 clusters Score -142766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -142767.437500 Penalty: 2544.759033
	Iteration 45Q: 3 clusters Score -142767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -142768.000000 Penalty: 2544.759033
	Iteration 46Q: 3 clusters Score -142768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -142768.375000 Penalty: 2544.759033
	Iteration 47Q: 3 clusters Score -142768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -142768.687500 Penalty: 2544.759033
	Iteration 48Q: 3 clusters Score -142768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -142769.406250 Penalty: 2544.759033
	Iteration 49Q: 3 clusters Score -142769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -142770.515625 Penalty: 2544.759033
	Iteration 50Q: 3 clusters Score -142770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -142771.953125 Penalty: 2544.759033
	Iteration 51Q: 3 clusters Score -142772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -142772.937500 Penalty: 2544.759033
	Iteration 52Q: 3 clusters Score -142772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -142774.843750 Penalty: 2544.759033
	Iteration 53Q: 3 clusters Score -142774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -142776.765625 Penalty: 2544.759033
	Iteration 54Q: 3 clusters Score -142776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -142778.984375 Penalty: 2544.759033
	Iteration 55Q: 3 clusters Score -142779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -142780.125000 Penalty: 2544.759033
	Iteration 56Q: 3 clusters Score -142780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -142782.312500 Penalty: 2544.759033
	Iteration 57Q: 3 clusters Score -142782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -142784.359375 Penalty: 2544.759033
	Iteration 58Q: 3 clusters Score -142784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -142785.984375 Penalty: 2544.759033
	Iteration 59Q: 3 clusters Score -142786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -142786.468750 Penalty: 2544.759033
	Iteration 60F: 3 clusters Score -142786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -142787.781250 Penalty: 2544.759033
	Iteration 61Q: 3 clusters Score -142787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -142788.468750 Penalty: 2544.759033
	Iteration 62Q: 3 clusters Score -142788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -142788.843750 Penalty: 2544.759033
	Iteration 63Q: 3 clusters Score -142788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -142788.843750 Penalty: 2544.759033
	Iteration 64F: 3 clusters Score -142788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -119286.968750 Penalty: 1249.522827
	Iteration 0F: 2 clusters Score -119287 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 1090 members 
Entering Unmasked Estep 
Score: -117120.343750 Penalty: 2499.045654
	Iteration 0F: 3 clusters Score -117120.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -117752.453125 Penalty: 2499.045654
	Iteration 1F: 3 clusters Score -117752.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -118031.750000 Penalty: 2499.045654
	Iteration 2F: 3 clusters Score -118031.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -118283.476562 Penalty: 2499.045654
	Iteration 3F: 3 clusters Score -118283.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -118568.507812 Penalty: 2499.045654
	Iteration 4F: 3 clusters Score -118568.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -118856.414062 Penalty: 2499.045654
	Iteration 5F: 3 clusters Score -118856.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -118982.382812 Penalty: 2499.045654
	Iteration 6Q: 3 clusters Score -118982.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119070.476562 Penalty: 2499.045654
	Iteration 7Q: 3 clusters Score -119070.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -119120.367188 Penalty: 2499.045654
	Iteration 8Q: 3 clusters Score -119120.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119147.406250 Penalty: 2499.045654
	Iteration 9Q: 3 clusters Score -119147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -119163.906250 Penalty: 2499.045654
	Iteration 10Q: 3 clusters Score -119163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -119173.617188 Penalty: 2499.045654
	Iteration 11Q: 3 clusters Score -119173.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -119179.164062 Penalty: 2499.045654
	Iteration 12Q: 3 clusters Score -119179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -119181.210938 Penalty: 2499.045654
	Iteration 13Q: 3 clusters Score -119181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119184.054688 Penalty: 2499.045654
	Iteration 14Q: 3 clusters Score -119184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119185.101562 Penalty: 2499.045654
	Iteration 15Q: 3 clusters Score -119185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119185.101562 Penalty: 2499.045654
	Iteration 16F: 3 clusters Score -119185.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10113 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 18262 members 
Mstep: Class 9 contains 25718 members 
Mstep: Class 10 contains 12616 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3449 members 
Mstep: Class 19 contains 2434 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 812 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4535 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 2537 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700601.000000 Penalty: 86384.187500
Iteration 159Q: 44 clusters Score -1.27006e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10112 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8199 members 
Mstep: Class 8 contains 18257 members 
Mstep: Class 9 contains 25716 members 
Mstep: Class 10 contains 12612 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3446 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 817 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4533 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1325 members 
Mstep: Class 39 contains 2549 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700602.000000 Penalty: 86384.187500
Iteration 160F: 44 clusters Score -1.27006e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12198 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 8 contains 18252 members 
Mstep: Class 9 contains 25715 members 
Mstep: Class 10 contains 12608 members 
Mstep: Class 11 contains 2555 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3443 members 
Mstep: Class 19 contains 2431 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3149 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 828 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4532 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1325 members 
Mstep: Class 39 contains 2560 members 
Mstep: Class 40 contains 2168 members 
Mstep: Class 41 contains 1959 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700633.000000 Penalty: 86384.187500
Iteration 161Q: 44 clusters Score -1.270063e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11339 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8194 members 
Mstep: Class 8 contains 18242 members 
Mstep: Class 9 contains 25713 members 
Mstep: Class 10 contains 12606 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 2427 members 
Mstep: Class 20 contains 18124 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 3477 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4530 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 2588 members 
Mstep: Class 40 contains 2171 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700669.000000 Penalty: 86384.187500
Iteration 162Q: 44 clusters Score -1.270067e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 5538 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 13082 members 
Mstep: Class 7 contains 8191 members 
Mstep: Class 8 contains 18235 members 
Mstep: Class 9 contains 25706 members 
Mstep: Class 10 contains 12606 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 18123 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 3145 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 848 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 3789 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 2619 members 
Mstep: Class 40 contains 2174 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700700.000000 Penalty: 86384.187500
Iteration 163Q: 44 clusters Score -1.27007e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10111 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8184 members 
Mstep: Class 8 contains 18223 members 
Mstep: Class 9 contains 25701 members 
Mstep: Class 10 contains 12600 members 
Mstep: Class 11 contains 2552 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3420 members 
Mstep: Class 19 contains 2422 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2419 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 3143 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 874 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 4524 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1326 members 
Mstep: Class 39 contains 2636 members 
Mstep: Class 40 contains 2175 members 
Mstep: Class 41 contains 1958 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700865.000000 Penalty: 86384.187500
Iteration 164Q: 44 clusters Score -1.270086e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10110 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8167 members 
Mstep: Class 8 contains 18206 members 
Mstep: Class 9 contains 25694 members 
Mstep: Class 10 contains 12586 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 909 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4516 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1325 members 
Mstep: Class 39 contains 2707 members 
Mstep: Class 40 contains 2176 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701185.000000 Penalty: 86384.187500
Iteration 165Q: 44 clusters Score -1.270118e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 10109 members 
Mstep: Class 6 contains 13081 members 
Mstep: Class 7 contains 8150 members 
Mstep: Class 8 contains 18182 members 
Mstep: Class 9 contains 25684 members 
Mstep: Class 10 contains 12571 members 
Mstep: Class 11 contains 2557 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3391 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 18120 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 3137 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 922 members 
Mstep: Class 30 contains 3474 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4497 members 
Mstep: Class 36 contains 432 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 2830 members 
Mstep: Class 40 contains 2176 members 
Mstep: Class 41 contains 1950 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701350.000000 Penalty: 86384.187500
Iteration 166Q: 44 clusters Score -1.270135e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12172 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10109 members 
Mstep: Class 6 contains 13080 members 
Mstep: Class 7 contains 8137 members 
Mstep: Class 8 contains 18173 members 
Mstep: Class 9 contains 25674 members 
Mstep: Class 10 contains 12550 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 352 members 
Mstep: Class 14 contains 3749 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3368 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 18118 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 3138 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 940 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3794 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4476 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 1320 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 2177 members 
Mstep: Class 41 contains 1947 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701472.000000 Penalty: 86384.187500
Iteration 167Q: 44 clusters Score -1.270147e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12162 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 10107 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 8120 members 
Mstep: Class 8 contains 18163 members 
Mstep: Class 9 contains 25665 members 
Mstep: Class 10 contains 12541 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7956 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2416 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1071 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 3470 members 
Mstep: Class 31 contains 3798 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4448 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1320 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 2179 members 
Mstep: Class 41 contains 1944 members 
Mstep: Class 42 contains 2515 members 
Mstep: Class 43 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701545.000000 Penalty: 86384.187500
Iteration 168Q: 44 clusters Score -1.270154e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12155 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 8111 members 
Mstep: Class 8 contains 18154 members 
Mstep: Class 9 contains 25652 members 
Mstep: Class 10 contains 12539 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 2415 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 3474 members 
Mstep: Class 31 contains 3803 members 
Mstep: Class 32 contains 11317 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4429 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3129 members 
Mstep: Class 40 contains 2181 members 
Mstep: Class 41 contains 1940 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701565.000000 Penalty: 86384.187500
Iteration 169Q: 44 clusters Score -1.270156e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 18145 members 
Mstep: Class 9 contains 25641 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7851 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 957 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 11319 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4421 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3189 members 
Mstep: Class 40 contains 2181 members 
Mstep: Class 41 contains 1940 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701590.000000 Penalty: 86384.187500
Iteration 170Q: 44 clusters Score -1.270159e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11337 members 
Mstep: Class 3 contains 12132 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8098 members 
Mstep: Class 8 contains 18136 members 
Mstep: Class 9 contains 25635 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 2558 members 
Mstep: Class 12 contains 1152 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 2368 members 
Mstep: Class 20 contains 18113 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 960 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 11319 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4424 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3247 members 
Mstep: Class 40 contains 2181 members 
Mstep: Class 41 contains 1942 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701592.000000 Penalty: 86384.187500
Iteration 171Q: 44 clusters Score -1.270159e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11336 members 
Mstep: Class 3 contains 12119 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 18119 members 
Mstep: Class 9 contains 25633 members 
Mstep: Class 10 contains 12545 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 247 members 
Mstep: Class 28 contains 1068 members 
Mstep: Class 29 contains 963 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3814 members 
Mstep: Class 32 contains 11317 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4419 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3293 members 
Mstep: Class 40 contains 2183 members 
Mstep: Class 41 contains 1946 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701618.000000 Penalty: 86384.187500
Iteration 172Q: 44 clusters Score -1.270162e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12107 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8088 members 
Mstep: Class 8 contains 18102 members 
Mstep: Class 9 contains 25633 members 
Mstep: Class 10 contains 12550 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 965 members 
Mstep: Class 30 contains 3474 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11315 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4401 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 3330 members 
Mstep: Class 40 contains 2185 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701643.000000 Penalty: 86384.187500
Iteration 173Q: 44 clusters Score -1.270164e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12093 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 18093 members 
Mstep: Class 9 contains 25629 members 
Mstep: Class 10 contains 12557 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1438 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 3129 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 968 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11316 members 
Mstep: Class 33 contains 750 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 3364 members 
Mstep: Class 40 contains 2185 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701677.000000 Penalty: 86384.187500
Iteration 174Q: 44 clusters Score -1.270168e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18078 members 
Mstep: Class 9 contains 25627 members 
Mstep: Class 10 contains 12559 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2412 members 
Mstep: Class 25 contains 7867 members 
Mstep: Class 26 contains 3130 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11316 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4385 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1326 members 
Mstep: Class 39 contains 3394 members 
Mstep: Class 40 contains 2185 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701676.000000 Penalty: 86384.187500
Iteration 175Q: 44 clusters Score -1.270168e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 18067 members 
Mstep: Class 9 contains 25627 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7874 members 
Mstep: Class 26 contains 3130 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 967 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11317 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4385 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 3410 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701713.000000 Penalty: 86384.187500
Iteration 176Q: 44 clusters Score -1.270171e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12071 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18059 members 
Mstep: Class 9 contains 25624 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3129 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1053 members 
Mstep: Class 29 contains 968 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4382 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 3421 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701705.000000 Penalty: 86384.187500
Iteration 177Q: 44 clusters Score -1.27017e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12063 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18053 members 
Mstep: Class 9 contains 25624 members 
Mstep: Class 10 contains 12561 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3129 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1053 members 
Mstep: Class 29 contains 970 members 
Mstep: Class 30 contains 3476 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4383 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 3433 members 
Mstep: Class 40 contains 2185 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701755.000000 Penalty: 86384.187500
Iteration 178Q: 44 clusters Score -1.270176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 18047 members 
Mstep: Class 9 contains 25623 members 
Mstep: Class 10 contains 12557 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 3130 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1053 members 
Mstep: Class 29 contains 970 members 
Mstep: Class 30 contains 3475 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4385 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 3447 members 
Mstep: Class 40 contains 2187 members 
Mstep: Class 41 contains 1962 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701775.000000 Penalty: 86384.187500
Iteration 179Q: 44 clusters Score -1.270178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12058 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 18039 members 
Mstep: Class 9 contains 25623 members 
Mstep: Class 10 contains 12556 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1052 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1324 members 
Mstep: Class 39 contains 3453 members 
Mstep: Class 40 contains 2191 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701777.000000 Penalty: 86384.187500
Iteration 180F: 44 clusters Score -1.270178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12056 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 18031 members 
Mstep: Class 9 contains 25623 members 
Mstep: Class 10 contains 12554 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1051 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4389 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 3460 members 
Mstep: Class 40 contains 2196 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701781.000000 Penalty: 86384.187500
Iteration 181Q: 44 clusters Score -1.270178e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12053 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 18022 members 
Mstep: Class 9 contains 25624 members 
Mstep: Class 10 contains 12552 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 3129 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1048 members 
Mstep: Class 29 contains 971 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4388 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 3467 members 
Mstep: Class 40 contains 2198 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701777.000000 Penalty: 86384.187500
Iteration 182Q: 44 clusters Score -1.270178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12053 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18014 members 
Mstep: Class 9 contains 25628 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1437 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 3131 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 750 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4386 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1321 members 
Mstep: Class 39 contains 3480 members 
Mstep: Class 40 contains 2199 members 
Mstep: Class 41 contains 1971 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701761.000000 Penalty: 86384.187500
Iteration 183Q: 44 clusters Score -1.270176e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 18009 members 
Mstep: Class 9 contains 25630 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7890 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 749 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4383 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1322 members 
Mstep: Class 39 contains 3493 members 
Mstep: Class 40 contains 2200 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701796.000000 Penalty: 86384.187500
Iteration 184Q: 44 clusters Score -1.27018e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 18002 members 
Mstep: Class 9 contains 25634 members 
Mstep: Class 10 contains 12538 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11319 members 
Mstep: Class 33 contains 747 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4378 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 3503 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701834.000000 Penalty: 86384.187500
Iteration 185Q: 44 clusters Score -1.270183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17998 members 
Mstep: Class 9 contains 25634 members 
Mstep: Class 10 contains 12538 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3747 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1229 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 973 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11319 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4374 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1320 members 
Mstep: Class 39 contains 3515 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1980 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701822.000000 Penalty: 86384.187500
Iteration 186Q: 44 clusters Score -1.270182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17994 members 
Mstep: Class 9 contains 25633 members 
Mstep: Class 10 contains 12538 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 2350 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 3473 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4369 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3526 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1980 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701836.000000 Penalty: 86384.187500
Iteration 187Q: 44 clusters Score -1.270184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12054 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17990 members 
Mstep: Class 9 contains 25632 members 
Mstep: Class 10 contains 12543 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4363 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3537 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1980 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701834.000000 Penalty: 86384.187500
Iteration 188Q: 44 clusters Score -1.270183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12053 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17988 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 973 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4358 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3545 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701841.000000 Penalty: 86384.187500
Iteration 189Q: 44 clusters Score -1.270184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 9 contains 25630 members 
Mstep: Class 10 contains 12545 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 973 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4354 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3554 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701849.000000 Penalty: 86384.187500
Iteration 190Q: 44 clusters Score -1.270185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8076 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 25629 members 
Mstep: Class 10 contains 12543 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 973 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4352 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3559 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701848.000000 Penalty: 86384.187500
Iteration 191Q: 44 clusters Score -1.270185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8077 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 9 contains 25630 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 974 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4351 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3558 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701858.000000 Penalty: 86384.187500
Iteration 192Q: 44 clusters Score -1.270186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8075 members 
Mstep: Class 8 contains 17984 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12540 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 974 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4352 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3560 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701865.000000 Penalty: 86384.187500
Iteration 193Q: 44 clusters Score -1.270186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 17984 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12541 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 974 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4353 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3562 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701851.000000 Penalty: 86384.187500
Iteration 194Q: 44 clusters Score -1.270185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8068 members 
Mstep: Class 8 contains 17982 members 
Mstep: Class 9 contains 25632 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 974 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4355 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3565 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1979 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701836.000000 Penalty: 86384.187500
Iteration 195Q: 44 clusters Score -1.270184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17982 members 
Mstep: Class 9 contains 25633 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7881 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 975 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4352 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3569 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701837.000000 Penalty: 86384.187500
Iteration 196Q: 44 clusters Score -1.270184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17981 members 
Mstep: Class 9 contains 25632 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4350 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3572 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701847.000000 Penalty: 86384.187500
Iteration 197Q: 44 clusters Score -1.270185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17979 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4351 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3576 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701843.000000 Penalty: 86384.187500
Iteration 198Q: 44 clusters Score -1.270184e+07 nChanged 2
Entering ConstructFrom: 
Score: -12701843.000000 Penalty: 86384.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -108441.851562 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -108441.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -106384.742188 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -106384.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -106789.867188 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -106789.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -106866.460938 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -106866.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -106914.523438 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -106914.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -106945.273438 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -106945.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -106975.304688 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -106975.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -106995.460938 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -106995.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -107015.281250 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -107015.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -107035.304688 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -107035.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -107047.664062 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -107047.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -107062.898438 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -107062.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -107086.078125 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -107086.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -107105.437500 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -107105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -107125.445312 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -107125.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -107143.070312 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -107143.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -107160.070312 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -107160.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -107177.492188 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -107177.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -107196.226562 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -107196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -107206.343750 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -107206.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -107218.007812 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -107218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -107226.679688 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -107226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -107231.804688 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -107231.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -107236.734375 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -107236.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -107243.789062 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -107243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -107252.468750 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -107252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -107257.250000 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -107257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -107260.085938 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -107260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -107265.007812 Penalty: 2465.051270
	Iteration 27Q: 3 clusters Score -107265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -107269.367188 Penalty: 2465.051270
	Iteration 28Q: 3 clusters Score -107269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -107272.726562 Penalty: 2465.051270
	Iteration 29Q: 3 clusters Score -107272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -107274.085938 Penalty: 2465.051270
	Iteration 30Q: 3 clusters Score -107274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -107275.218750 Penalty: 2465.051270
	Iteration 31Q: 3 clusters Score -107275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -107276.585938 Penalty: 2465.051270
	Iteration 32Q: 3 clusters Score -107276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -107280.234375 Penalty: 2465.051270
	Iteration 33Q: 3 clusters Score -107280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -107284.351562 Penalty: 2465.051270
	Iteration 34Q: 3 clusters Score -107284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -107286.945312 Penalty: 2465.051270
	Iteration 35Q: 3 clusters Score -107286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -107289.656250 Penalty: 2465.051270
	Iteration 36Q: 3 clusters Score -107289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -107291.281250 Penalty: 2465.051270
	Iteration 37Q: 3 clusters Score -107291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -107291.820312 Penalty: 2465.051270
	Iteration 38Q: 3 clusters Score -107291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -107292.523438 Penalty: 2465.051270
	Iteration 39Q: 3 clusters Score -107292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -107294.140625 Penalty: 2465.051270
	Iteration 40F: 3 clusters Score -107294.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -659253.250000 Penalty: 1517.043213
	Iteration 0F: 2 clusters Score -659253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -651330.562500 Penalty: 3034.086426
	Iteration 0F: 3 clusters Score -651330.6 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -653917.875000 Penalty: 3034.086426
	Iteration 1F: 3 clusters Score -653917.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -654278.562500 Penalty: 3034.086426
	Iteration 2F: 3 clusters Score -654278.6 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -654679.500000 Penalty: 3034.086426
	Iteration 3F: 3 clusters Score -654679.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -655185.250000 Penalty: 3034.086426
	Iteration 4F: 3 clusters Score -655185.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -655641.687500 Penalty: 3034.086426
	Iteration 5F: 3 clusters Score -655641.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -656017.750000 Penalty: 3034.086426
	Iteration 6F: 3 clusters Score -656017.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -656335.375000 Penalty: 3034.086426
	Iteration 7F: 3 clusters Score -656335.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -656589.750000 Penalty: 3034.086426
	Iteration 8Q: 3 clusters Score -656589.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -656804.125000 Penalty: 3034.086426
	Iteration 9Q: 3 clusters Score -656804.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -657010.812500 Penalty: 3034.086426
	Iteration 10Q: 3 clusters Score -657010.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -657198.312500 Penalty: 3034.086426
	Iteration 11Q: 3 clusters Score -657198.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -657372.312500 Penalty: 3034.086426
	Iteration 12Q: 3 clusters Score -657372.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -657537.000000 Penalty: 3034.086426
	Iteration 13Q: 3 clusters Score -657537 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -657678.125000 Penalty: 3034.086426
	Iteration 14Q: 3 clusters Score -657678.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -657780.125000 Penalty: 3034.086426
	Iteration 15Q: 3 clusters Score -657780.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -657876.062500 Penalty: 3034.086426
	Iteration 16Q: 3 clusters Score -657876.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -657948.187500 Penalty: 3034.086426
	Iteration 17Q: 3 clusters Score -657948.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -657980.250000 Penalty: 3034.086426
	Iteration 18Q: 3 clusters Score -657980.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -658000.562500 Penalty: 3034.086426
	Iteration 19Q: 3 clusters Score -658000.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -658014.187500 Penalty: 3034.086426
	Iteration 20F: 3 clusters Score -658014.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -658030.625000 Penalty: 3034.086426
	Iteration 21Q: 3 clusters Score -658030.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -658043.687500 Penalty: 3034.086426
	Iteration 22Q: 3 clusters Score -658043.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -658055.062500 Penalty: 3034.086426
	Iteration 23Q: 3 clusters Score -658055.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -658066.812500 Penalty: 3034.086426
	Iteration 24Q: 3 clusters Score -658066.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -658077.125000 Penalty: 3034.086426
	Iteration 25Q: 3 clusters Score -658077.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -658084.687500 Penalty: 3034.086426
	Iteration 26Q: 3 clusters Score -658084.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -658096.312500 Penalty: 3034.086426
	Iteration 27Q: 3 clusters Score -658096.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -658102.687500 Penalty: 3034.086426
	Iteration 28Q: 3 clusters Score -658102.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -658110.687500 Penalty: 3034.086426
	Iteration 29Q: 3 clusters Score -658110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -658115.500000 Penalty: 3034.086426
	Iteration 30Q: 3 clusters Score -658115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -658117.062500 Penalty: 3034.086426
	Iteration 31Q: 3 clusters Score -658117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -658118.000000 Penalty: 3034.086426
	Iteration 32Q: 3 clusters Score -658118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -658120.625000 Penalty: 3034.086426
	Iteration 33Q: 3 clusters Score -658120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -658120.937500 Penalty: 3034.086426
	Iteration 34Q: 3 clusters Score -658120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -658120.625000 Penalty: 3034.086426
	Iteration 35Q: 3 clusters Score -658120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -658121.875000 Penalty: 3034.086426
	Iteration 36Q: 3 clusters Score -658121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -658122.562500 Penalty: 3034.086426
	Iteration 37Q: 3 clusters Score -658122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -658124.187500 Penalty: 3034.086426
	Iteration 38Q: 3 clusters Score -658124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -658125.500000 Penalty: 3034.086426
	Iteration 39Q: 3 clusters Score -658125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -658125.875000 Penalty: 3034.086426
	Iteration 40F: 3 clusters Score -658125.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Entering Unmasked Estep 
Score: -730625.937500 Penalty: 1526.983276
	Iteration 0F: 2 clusters Score -730625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -722181.812500 Penalty: 3053.966553
	Iteration 0F: 3 clusters Score -722181.8 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -725098.812500 Penalty: 3053.966553
	Iteration 1F: 3 clusters Score -725098.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -725463.125000 Penalty: 3053.966553
	Iteration 2F: 3 clusters Score -725463.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -725819.187500 Penalty: 3053.966553
	Iteration 3F: 3 clusters Score -725819.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -726189.937500 Penalty: 3053.966553
	Iteration 4F: 3 clusters Score -726189.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -726581.437500 Penalty: 3053.966553
	Iteration 5F: 3 clusters Score -726581.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -727011.437500 Penalty: 3053.966553
	Iteration 6F: 3 clusters Score -727011.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -727497.500000 Penalty: 3053.966553
	Iteration 7F: 3 clusters Score -727497.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -727984.437500 Penalty: 3053.966553
	Iteration 8F: 3 clusters Score -727984.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -728462.375000 Penalty: 3053.966553
	Iteration 9Q: 3 clusters Score -728462.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -728800.875000 Penalty: 3053.966553
	Iteration 10Q: 3 clusters Score -728800.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -729018.437500 Penalty: 3053.966553
	Iteration 11Q: 3 clusters Score -729018.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -729172.750000 Penalty: 3053.966553
	Iteration 12Q: 3 clusters Score -729172.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -729281.187500 Penalty: 3053.966553
	Iteration 13Q: 3 clusters Score -729281.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -729350.562500 Penalty: 3053.966553
	Iteration 14Q: 3 clusters Score -729350.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -729409.187500 Penalty: 3053.966553
	Iteration 15Q: 3 clusters Score -729409.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -729460.687500 Penalty: 3053.966553
	Iteration 16Q: 3 clusters Score -729460.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -729514.187500 Penalty: 3053.966553
	Iteration 17Q: 3 clusters Score -729514.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -729557.750000 Penalty: 3053.966553
	Iteration 18Q: 3 clusters Score -729557.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -729591.937500 Penalty: 3053.966553
	Iteration 19Q: 3 clusters Score -729591.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -729614.937500 Penalty: 3053.966553
	Iteration 20F: 3 clusters Score -729614.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -729640.937500 Penalty: 3053.966553
	Iteration 21Q: 3 clusters Score -729640.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -729652.562500 Penalty: 3053.966553
	Iteration 22Q: 3 clusters Score -729652.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -729658.937500 Penalty: 3053.966553
	Iteration 23Q: 3 clusters Score -729658.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -729667.125000 Penalty: 3053.966553
	Iteration 24Q: 3 clusters Score -729667.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -729673.437500 Penalty: 3053.966553
	Iteration 25Q: 3 clusters Score -729673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -729675.375000 Penalty: 3053.966553
	Iteration 26Q: 3 clusters Score -729675.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -729683.562500 Penalty: 3053.966553
	Iteration 27Q: 3 clusters Score -729683.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -729688.687500 Penalty: 3053.966553
	Iteration 28Q: 3 clusters Score -729688.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -729691.437500 Penalty: 3053.966553
	Iteration 29Q: 3 clusters Score -729691.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -729693.312500 Penalty: 3053.966553
	Iteration 30Q: 3 clusters Score -729693.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -729694.750000 Penalty: 3053.966553
	Iteration 31Q: 3 clusters Score -729694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -729697.812500 Penalty: 3053.966553
	Iteration 32Q: 3 clusters Score -729697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -729695.875000 Penalty: 3053.966553
	Iteration 33Q: 3 clusters Score -729695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -729696.250000 Penalty: 3053.966553
	Iteration 34Q: 3 clusters Score -729696.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -729698.687500 Penalty: 3053.966553
	Iteration 35Q: 3 clusters Score -729698.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -729697.750000 Penalty: 3053.966553
	Iteration 36Q: 3 clusters Score -729697.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -729699.062500 Penalty: 3053.966553
	Iteration 37Q: 3 clusters Score -729699.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -729700.625000 Penalty: 3053.966553
	Iteration 38Q: 3 clusters Score -729700.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -729703.312500 Penalty: 3053.966553
	Iteration 39Q: 3 clusters Score -729703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -729702.625000 Penalty: 3053.966553
	Iteration 40F: 3 clusters Score -729702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -729702.875000 Penalty: 3053.966553
	Iteration 41Q: 3 clusters Score -729702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -729705.375000 Penalty: 3053.966553
	Iteration 42Q: 3 clusters Score -729705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -729705.375000 Penalty: 3053.966553
	Iteration 43Q: 3 clusters Score -729705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -729705.062500 Penalty: 3053.966553
	Iteration 44Q: 3 clusters Score -729705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -729706.062500 Penalty: 3053.966553
	Iteration 45Q: 3 clusters Score -729706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -729706.687500 Penalty: 3053.966553
	Iteration 46Q: 3 clusters Score -729706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -729707.437500 Penalty: 3053.966553
	Iteration 47Q: 3 clusters Score -729707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -729705.687500 Penalty: 3053.966553
	Iteration 48Q: 3 clusters Score -729705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -729707.250000 Penalty: 3053.966553
	Iteration 49Q: 3 clusters Score -729707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -729707.062500 Penalty: 3053.966553
	Iteration 50Q: 3 clusters Score -729707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -729708.000000 Penalty: 3053.966553
	Iteration 51Q: 3 clusters Score -729708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -729708.000000 Penalty: 3053.966553
	Iteration 52Q: 3 clusters Score -729708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -729707.562500 Penalty: 3053.966553
	Iteration 53Q: 3 clusters Score -729707.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -729707.375000 Penalty: 3053.966553
	Iteration 54Q: 3 clusters Score -729707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -729707.437500 Penalty: 3053.966553
	Iteration 55Q: 3 clusters Score -729707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -729707.437500 Penalty: 3053.966553
	Iteration 56F: 3 clusters Score -729707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -324075.312500 Penalty: 1400.738647
	Iteration 0F: 2 clusters Score -324075.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -319787.218750 Penalty: 2801.477295
	Iteration 0F: 3 clusters Score -319787.2 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -321036.812500 Penalty: 2801.477295
	Iteration 1F: 3 clusters Score -321036.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -321202.437500 Penalty: 2801.477295
	Iteration 2F: 3 clusters Score -321202.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -321348.218750 Penalty: 2801.477295
	Iteration 3F: 3 clusters Score -321348.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -321484.125000 Penalty: 2801.477295
	Iteration 4Q: 3 clusters Score -321484.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -321647.281250 Penalty: 2801.477295
	Iteration 5Q: 3 clusters Score -321647.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -321820.312500 Penalty: 2801.477295
	Iteration 6Q: 3 clusters Score -321820.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -322011.968750 Penalty: 2801.477295
	Iteration 7Q: 3 clusters Score -322012 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -322207.812500 Penalty: 2801.477295
	Iteration 8Q: 3 clusters Score -322207.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -322364.937500 Penalty: 2801.477295
	Iteration 9Q: 3 clusters Score -322364.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -322505.500000 Penalty: 2801.477295
	Iteration 10Q: 3 clusters Score -322505.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -322589.406250 Penalty: 2801.477295
	Iteration 11Q: 3 clusters Score -322589.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -322661.781250 Penalty: 2801.477295
	Iteration 12Q: 3 clusters Score -322661.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -322711.000000 Penalty: 2801.477295
	Iteration 13Q: 3 clusters Score -322711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -322741.437500 Penalty: 2801.477295
	Iteration 14Q: 3 clusters Score -322741.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -322778.406250 Penalty: 2801.477295
	Iteration 15Q: 3 clusters Score -322778.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -322805.250000 Penalty: 2801.477295
	Iteration 16Q: 3 clusters Score -322805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -322815.125000 Penalty: 2801.477295
	Iteration 17Q: 3 clusters Score -322815.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -322824.343750 Penalty: 2801.477295
	Iteration 18Q: 3 clusters Score -322824.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -322834.718750 Penalty: 2801.477295
	Iteration 19Q: 3 clusters Score -322834.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -322846.218750 Penalty: 2801.477295
	Iteration 20F: 3 clusters Score -322846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -322853.562500 Penalty: 2801.477295
	Iteration 21Q: 3 clusters Score -322853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -322857.562500 Penalty: 2801.477295
	Iteration 22Q: 3 clusters Score -322857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -322862.562500 Penalty: 2801.477295
	Iteration 23Q: 3 clusters Score -322862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -322867.406250 Penalty: 2801.477295
	Iteration 24Q: 3 clusters Score -322867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -322868.093750 Penalty: 2801.477295
	Iteration 25Q: 3 clusters Score -322868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -322868.093750 Penalty: 2801.477295
	Iteration 26F: 3 clusters Score -322868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Entering Unmasked Estep 
Score: -598614.187500 Penalty: 1498.329346
	Iteration 0F: 2 clusters Score -598614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -591339.750000 Penalty: 2996.658691
	Iteration 0F: 3 clusters Score -591339.8 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -593651.937500 Penalty: 2996.658691
	Iteration 1F: 3 clusters Score -593651.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -593876.375000 Penalty: 2996.658691
	Iteration 2F: 3 clusters Score -593876.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -594070.500000 Penalty: 2996.658691
	Iteration 3Q: 3 clusters Score -594070.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -594274.875000 Penalty: 2996.658691
	Iteration 4Q: 3 clusters Score -594274.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -594514.062500 Penalty: 2996.658691
	Iteration 5Q: 3 clusters Score -594514.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -594762.250000 Penalty: 2996.658691
	Iteration 6Q: 3 clusters Score -594762.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -595055.312500 Penalty: 2996.658691
	Iteration 7F: 3 clusters Score -595055.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -595370.937500 Penalty: 2996.658691
	Iteration 8F: 3 clusters Score -595370.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -595654.375000 Penalty: 2996.658691
	Iteration 9Q: 3 clusters Score -595654.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -595931.437500 Penalty: 2996.658691
	Iteration 10Q: 3 clusters Score -595931.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -596183.875000 Penalty: 2996.658691
	Iteration 11Q: 3 clusters Score -596183.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -596426.187500 Penalty: 2996.658691
	Iteration 12Q: 3 clusters Score -596426.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -596654.875000 Penalty: 2996.658691
	Iteration 13Q: 3 clusters Score -596654.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -596890.375000 Penalty: 2996.658691
	Iteration 14Q: 3 clusters Score -596890.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -597150.062500 Penalty: 2996.658691
	Iteration 15Q: 3 clusters Score -597150.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -597409.687500 Penalty: 2996.658691
	Iteration 16Q: 3 clusters Score -597409.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -597643.187500 Penalty: 2996.658691
	Iteration 17Q: 3 clusters Score -597643.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -597777.437500 Penalty: 2996.658691
	Iteration 18Q: 3 clusters Score -597777.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -597843.500000 Penalty: 2996.658691
	Iteration 19Q: 3 clusters Score -597843.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -597871.187500 Penalty: 2996.658691
	Iteration 20F: 3 clusters Score -597871.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -597887.000000 Penalty: 2996.658691
	Iteration 21Q: 3 clusters Score -597887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -597897.250000 Penalty: 2996.658691
	Iteration 22Q: 3 clusters Score -597897.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -597903.812500 Penalty: 2996.658691
	Iteration 23Q: 3 clusters Score -597903.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -597907.312500 Penalty: 2996.658691
	Iteration 24Q: 3 clusters Score -597907.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -597910.875000 Penalty: 2996.658691
	Iteration 25Q: 3 clusters Score -597910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -597912.937500 Penalty: 2996.658691
	Iteration 26Q: 3 clusters Score -597912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -597913.000000 Penalty: 2996.658691
	Iteration 27Q: 3 clusters Score -597913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -597914.062500 Penalty: 2996.658691
	Iteration 28Q: 3 clusters Score -597914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -597914.000000 Penalty: 2996.658691
	Iteration 29Q: 3 clusters Score -597914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -597912.687500 Penalty: 2996.658691
	Iteration 30Q: 3 clusters Score -597912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -597912.687500 Penalty: 2996.658691
	Iteration 31F: 3 clusters Score -597912.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -755743.125000 Penalty: 1540.274170
	Iteration 0F: 2 clusters Score -755743.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -746611.250000 Penalty: 3080.548340
	Iteration 0F: 3 clusters Score -746611.2 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -749539.937500 Penalty: 3080.548340
	Iteration 1F: 3 clusters Score -749539.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -749782.062500 Penalty: 3080.548340
	Iteration 2F: 3 clusters Score -749782.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -749985.562500 Penalty: 3080.548340
	Iteration 3Q: 3 clusters Score -749985.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -750167.500000 Penalty: 3080.548340
	Iteration 4Q: 3 clusters Score -750167.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -750324.500000 Penalty: 3080.548340
	Iteration 5Q: 3 clusters Score -750324.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -750459.437500 Penalty: 3080.548340
	Iteration 6Q: 3 clusters Score -750459.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -750592.625000 Penalty: 3080.548340
	Iteration 7Q: 3 clusters Score -750592.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -750752.000000 Penalty: 3080.548340
	Iteration 8Q: 3 clusters Score -750752 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -750929.125000 Penalty: 3080.548340
	Iteration 9Q: 3 clusters Score -750929.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -751122.437500 Penalty: 3080.548340
	Iteration 10Q: 3 clusters Score -751122.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -751344.500000 Penalty: 3080.548340
	Iteration 11Q: 3 clusters Score -751344.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -751579.187500 Penalty: 3080.548340
	Iteration 12Q: 3 clusters Score -751579.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -751843.437500 Penalty: 3080.548340
	Iteration 13Q: 3 clusters Score -751843.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -752087.750000 Penalty: 3080.548340
	Iteration 14Q: 3 clusters Score -752087.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -752325.500000 Penalty: 3080.548340
	Iteration 15Q: 3 clusters Score -752325.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -752542.875000 Penalty: 3080.548340
	Iteration 16Q: 3 clusters Score -752542.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -752756.125000 Penalty: 3080.548340
	Iteration 17Q: 3 clusters Score -752756.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -752945.062500 Penalty: 3080.548340
	Iteration 18Q: 3 clusters Score -752945.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -753087.937500 Penalty: 3080.548340
	Iteration 19Q: 3 clusters Score -753087.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -753198.375000 Penalty: 3080.548340
	Iteration 20F: 3 clusters Score -753198.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -753293.000000 Penalty: 3080.548340
	Iteration 21Q: 3 clusters Score -753293 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -753370.437500 Penalty: 3080.548340
	Iteration 22Q: 3 clusters Score -753370.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -753454.500000 Penalty: 3080.548340
	Iteration 23Q: 3 clusters Score -753454.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -753531.437500 Penalty: 3080.548340
	Iteration 24Q: 3 clusters Score -753531.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -753613.250000 Penalty: 3080.548340
	Iteration 25Q: 3 clusters Score -753613.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -753681.500000 Penalty: 3080.548340
	Iteration 26Q: 3 clusters Score -753681.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -753778.500000 Penalty: 3080.548340
	Iteration 27Q: 3 clusters Score -753778.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -753848.187500 Penalty: 3080.548340
	Iteration 28Q: 3 clusters Score -753848.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -753931.250000 Penalty: 3080.548340
	Iteration 29Q: 3 clusters Score -753931.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -754007.750000 Penalty: 3080.548340
	Iteration 30Q: 3 clusters Score -754007.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -754073.875000 Penalty: 3080.548340
	Iteration 31Q: 3 clusters Score -754073.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -754134.125000 Penalty: 3080.548340
	Iteration 32Q: 3 clusters Score -754134.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -754177.625000 Penalty: 3080.548340
	Iteration 33Q: 3 clusters Score -754177.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -754212.375000 Penalty: 3080.548340
	Iteration 34Q: 3 clusters Score -754212.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -754244.687500 Penalty: 3080.548340
	Iteration 35Q: 3 clusters Score -754244.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -754271.937500 Penalty: 3080.548340
	Iteration 36Q: 3 clusters Score -754271.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -754294.500000 Penalty: 3080.548340
	Iteration 37Q: 3 clusters Score -754294.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -754310.812500 Penalty: 3080.548340
	Iteration 38Q: 3 clusters Score -754310.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -754323.625000 Penalty: 3080.548340
	Iteration 39Q: 3 clusters Score -754323.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -754333.187500 Penalty: 3080.548340
	Iteration 40F: 3 clusters Score -754333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -754344.812500 Penalty: 3080.548340
	Iteration 41Q: 3 clusters Score -754344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -754348.000000 Penalty: 3080.548340
	Iteration 42Q: 3 clusters Score -754348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -754354.875000 Penalty: 3080.548340
	Iteration 43Q: 3 clusters Score -754354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -754358.000000 Penalty: 3080.548340
	Iteration 44Q: 3 clusters Score -754358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -754365.000000 Penalty: 3080.548340
	Iteration 45Q: 3 clusters Score -754365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -754367.937500 Penalty: 3080.548340
	Iteration 46Q: 3 clusters Score -754367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -754371.187500 Penalty: 3080.548340
	Iteration 47Q: 3 clusters Score -754371.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -754376.375000 Penalty: 3080.548340
	Iteration 48Q: 3 clusters Score -754376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -754378.312500 Penalty: 3080.548340
	Iteration 49Q: 3 clusters Score -754378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -754381.625000 Penalty: 3080.548340
	Iteration 50Q: 3 clusters Score -754381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -754384.687500 Penalty: 3080.548340
	Iteration 51Q: 3 clusters Score -754384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -754387.875000 Penalty: 3080.548340
	Iteration 52Q: 3 clusters Score -754387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -754390.937500 Penalty: 3080.548340
	Iteration 53Q: 3 clusters Score -754390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -754393.625000 Penalty: 3080.548340
	Iteration 54Q: 3 clusters Score -754393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -754396.437500 Penalty: 3080.548340
	Iteration 55Q: 3 clusters Score -754396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -754397.687500 Penalty: 3080.548340
	Iteration 56Q: 3 clusters Score -754397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -754398.687500 Penalty: 3080.548340
	Iteration 57Q: 3 clusters Score -754398.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -754398.687500 Penalty: 3080.548340
	Iteration 58F: 3 clusters Score -754398.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Entering Unmasked Estep 
Score: -473943.406250 Penalty: 1461.774780
	Iteration 0F: 2 clusters Score -473943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -468025.343750 Penalty: 2923.549561
	Iteration 0F: 3 clusters Score -468025.3 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -470047.218750 Penalty: 2923.549561
	Iteration 1F: 3 clusters Score -470047.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -470433.375000 Penalty: 2923.549561
	Iteration 2F: 3 clusters Score -470433.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -470784.375000 Penalty: 2923.549561
	Iteration 3F: 3 clusters Score -470784.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -471091.812500 Penalty: 2923.549561
	Iteration 4F: 3 clusters Score -471091.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -471393.906250 Penalty: 2923.549561
	Iteration 5F: 3 clusters Score -471393.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -471702.968750 Penalty: 2923.549561
	Iteration 6F: 3 clusters Score -471703 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -471982.000000 Penalty: 2923.549561
	Iteration 7Q: 3 clusters Score -471982 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -472230.187500 Penalty: 2923.549561
	Iteration 8Q: 3 clusters Score -472230.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -472445.687500 Penalty: 2923.549561
	Iteration 9Q: 3 clusters Score -472445.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -472609.656250 Penalty: 2923.549561
	Iteration 10Q: 3 clusters Score -472609.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -472727.562500 Penalty: 2923.549561
	Iteration 11Q: 3 clusters Score -472727.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -472825.875000 Penalty: 2923.549561
	Iteration 12Q: 3 clusters Score -472825.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -472903.500000 Penalty: 2923.549561
	Iteration 13Q: 3 clusters Score -472903.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -472967.937500 Penalty: 2923.549561
	Iteration 14Q: 3 clusters Score -472967.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -473034.062500 Penalty: 2923.549561
	Iteration 15Q: 3 clusters Score -473034.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -473094.062500 Penalty: 2923.549561
	Iteration 16Q: 3 clusters Score -473094.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -473163.343750 Penalty: 2923.549561
	Iteration 17Q: 3 clusters Score -473163.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -473218.875000 Penalty: 2923.549561
	Iteration 18Q: 3 clusters Score -473218.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -473270.968750 Penalty: 2923.549561
	Iteration 19Q: 3 clusters Score -473271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -473307.062500 Penalty: 2923.549561
	Iteration 20F: 3 clusters Score -473307.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -473330.718750 Penalty: 2923.549561
	Iteration 21Q: 3 clusters Score -473330.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -473345.250000 Penalty: 2923.549561
	Iteration 22Q: 3 clusters Score -473345.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -473357.593750 Penalty: 2923.549561
	Iteration 23Q: 3 clusters Score -473357.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -473366.843750 Penalty: 2923.549561
	Iteration 24Q: 3 clusters Score -473366.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -473372.812500 Penalty: 2923.549561
	Iteration 25Q: 3 clusters Score -473372.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -473382.187500 Penalty: 2923.549561
	Iteration 26Q: 3 clusters Score -473382.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -473392.718750 Penalty: 2923.549561
	Iteration 27Q: 3 clusters Score -473392.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -473401.937500 Penalty: 2923.549561
	Iteration 28Q: 3 clusters Score -473401.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -473409.593750 Penalty: 2923.549561
	Iteration 29Q: 3 clusters Score -473409.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -473414.906250 Penalty: 2923.549561
	Iteration 30Q: 3 clusters Score -473414.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -473417.656250 Penalty: 2923.549561
	Iteration 31Q: 3 clusters Score -473417.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -473424.093750 Penalty: 2923.549561
	Iteration 32Q: 3 clusters Score -473424.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -473431.156250 Penalty: 2923.549561
	Iteration 33Q: 3 clusters Score -473431.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -473435.156250 Penalty: 2923.549561
	Iteration 34Q: 3 clusters Score -473435.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -473437.093750 Penalty: 2923.549561
	Iteration 35Q: 3 clusters Score -473437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -473438.062500 Penalty: 2923.549561
	Iteration 36Q: 3 clusters Score -473438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -473440.281250 Penalty: 2923.549561
	Iteration 37Q: 3 clusters Score -473440.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -473442.312500 Penalty: 2923.549561
	Iteration 38Q: 3 clusters Score -473442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -473444.656250 Penalty: 2923.549561
	Iteration 39Q: 3 clusters Score -473444.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -473446.093750 Penalty: 2923.549561
	Iteration 40F: 3 clusters Score -473446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -473449.093750 Penalty: 2923.549561
	Iteration 41Q: 3 clusters Score -473449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -473449.656250 Penalty: 2923.549561
	Iteration 42Q: 3 clusters Score -473449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -473452.125000 Penalty: 2923.549561
	Iteration 43Q: 3 clusters Score -473452.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -473453.968750 Penalty: 2923.549561
	Iteration 44Q: 3 clusters Score -473454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -473456.750000 Penalty: 2923.549561
	Iteration 45Q: 3 clusters Score -473456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -473460.937500 Penalty: 2923.549561
	Iteration 46Q: 3 clusters Score -473460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -473462.187500 Penalty: 2923.549561
	Iteration 47Q: 3 clusters Score -473462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -473464.281250 Penalty: 2923.549561
	Iteration 48Q: 3 clusters Score -473464.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -473467.250000 Penalty: 2923.549561
	Iteration 49Q: 3 clusters Score -473467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -473469.875000 Penalty: 2923.549561
	Iteration 50Q: 3 clusters Score -473469.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -473472.281250 Penalty: 2923.549561
	Iteration 51Q: 3 clusters Score -473472.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -473474.187500 Penalty: 2923.549561
	Iteration 52Q: 3 clusters Score -473474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -473474.000000 Penalty: 2923.549561
	Iteration 53Q: 3 clusters Score -473474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -473474.156250 Penalty: 2923.549561
	Iteration 54Q: 3 clusters Score -473474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -473475.906250 Penalty: 2923.549561
	Iteration 55Q: 3 clusters Score -473475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -473476.750000 Penalty: 2923.549561
	Iteration 56Q: 3 clusters Score -473476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -473475.562500 Penalty: 2923.549561
	Iteration 57Q: 3 clusters Score -473475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -473475.562500 Penalty: 2923.549561
	Iteration 58F: 3 clusters Score -473475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Entering Unmasked Estep 
Score: -1031521.875000 Penalty: 1591.996826
	Iteration 0F: 2 clusters Score -1031522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1019282.375000 Penalty: 3183.993652
	Iteration 0F: 3 clusters Score -1019282 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1023813.937500 Penalty: 3183.993652
	Iteration 1F: 3 clusters Score -1023814 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1024368.500000 Penalty: 3183.993652
	Iteration 2F: 3 clusters Score -1024368 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1025082.312500 Penalty: 3183.993652
	Iteration 3F: 3 clusters Score -1025082 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1026080.125000 Penalty: 3183.993652
	Iteration 4F: 3 clusters Score -1026080 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1027196.687500 Penalty: 3183.993652
	Iteration 5F: 3 clusters Score -1027197 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1028399.375000 Penalty: 3183.993652
	Iteration 6F: 3 clusters Score -1028399 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1029408.000000 Penalty: 3183.993652
	Iteration 7F: 3 clusters Score -1029408 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1030158.312500 Penalty: 3183.993652
	Iteration 8Q: 3 clusters Score -1030158 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1030719.625000 Penalty: 3183.993652
	Iteration 9Q: 3 clusters Score -1030720 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1031064.750000 Penalty: 3183.993652
	Iteration 10Q: 3 clusters Score -1031065 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1031225.062500 Penalty: 3183.993652
	Iteration 11Q: 3 clusters Score -1031225 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1031287.500000 Penalty: 3183.993652
	Iteration 12Q: 3 clusters Score -1031288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1031330.250000 Penalty: 3183.993652
	Iteration 13Q: 3 clusters Score -1031330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1031378.875000 Penalty: 3183.993652
	Iteration 14Q: 3 clusters Score -1031379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1031406.812500 Penalty: 3183.993652
	Iteration 15Q: 3 clusters Score -1031407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1031421.187500 Penalty: 3183.993652
	Iteration 16Q: 3 clusters Score -1031421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1031431.875000 Penalty: 3183.993652
	Iteration 17Q: 3 clusters Score -1031432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1031440.937500 Penalty: 3183.993652
	Iteration 18Q: 3 clusters Score -1031441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1031442.500000 Penalty: 3183.993652
	Iteration 19Q: 3 clusters Score -1031442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1031448.812500 Penalty: 3183.993652
	Iteration 20F: 3 clusters Score -1031449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1031453.875000 Penalty: 3183.993652
	Iteration 21Q: 3 clusters Score -1031454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1031457.375000 Penalty: 3183.993652
	Iteration 22Q: 3 clusters Score -1031457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1031457.687500 Penalty: 3183.993652
	Iteration 23Q: 3 clusters Score -1031458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1031459.625000 Penalty: 3183.993652
	Iteration 24Q: 3 clusters Score -1031460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1031459.750000 Penalty: 3183.993652
	Iteration 25Q: 3 clusters Score -1031460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1031457.750000 Penalty: 3183.993652
	Iteration 26Q: 3 clusters Score -1031458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1031458.250000 Penalty: 3183.993652
	Iteration 27Q: 3 clusters Score -1031458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1031459.875000 Penalty: 3183.993652
	Iteration 28Q: 3 clusters Score -1031460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1031459.875000 Penalty: 3183.993652
	Iteration 29F: 3 clusters Score -1031460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Entering Unmasked Estep 
Score: -1524343.875000 Penalty: 1649.628174
	Iteration 0F: 2 clusters Score -1524344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1506957.625000 Penalty: 3299.256348
	Iteration 0F: 3 clusters Score -1506958 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1513577.500000 Penalty: 3299.256348
	Iteration 1F: 3 clusters Score -1513578 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1514027.500000 Penalty: 3299.256348
	Iteration 2Q: 3 clusters Score -1514028 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1514664.625000 Penalty: 3299.256348
	Iteration 3F: 3 clusters Score -1514665 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1515610.000000 Penalty: 3299.256348
	Iteration 4F: 3 clusters Score -1515610 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1516888.000000 Penalty: 3299.256348
	Iteration 5F: 3 clusters Score -1516888 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1518340.750000 Penalty: 3299.256348
	Iteration 6F: 3 clusters Score -1518341 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1519713.500000 Penalty: 3299.256348
	Iteration 7F: 3 clusters Score -1519714 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1520791.125000 Penalty: 3299.256348
	Iteration 8F: 3 clusters Score -1520791 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -1521543.750000 Penalty: 3299.256348
	Iteration 9Q: 3 clusters Score -1521544 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1522069.000000 Penalty: 3299.256348
	Iteration 10Q: 3 clusters Score -1522069 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -1522406.000000 Penalty: 3299.256348
	Iteration 11Q: 3 clusters Score -1522406 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -1522601.375000 Penalty: 3299.256348
	Iteration 12Q: 3 clusters Score -1522601 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -1522743.500000 Penalty: 3299.256348
	Iteration 13Q: 3 clusters Score -1522744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -1522815.625000 Penalty: 3299.256348
	Iteration 14Q: 3 clusters Score -1522816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -1522863.750000 Penalty: 3299.256348
	Iteration 15Q: 3 clusters Score -1522864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -1522885.375000 Penalty: 3299.256348
	Iteration 16Q: 3 clusters Score -1522885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -1522890.625000 Penalty: 3299.256348
	Iteration 17Q: 3 clusters Score -1522891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -1522902.250000 Penalty: 3299.256348
	Iteration 18Q: 3 clusters Score -1522902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -1522916.625000 Penalty: 3299.256348
	Iteration 19Q: 3 clusters Score -1522917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -1522924.125000 Penalty: 3299.256348
	Iteration 20F: 3 clusters Score -1522924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -1522926.750000 Penalty: 3299.256348
	Iteration 21Q: 3 clusters Score -1522927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -1522932.500000 Penalty: 3299.256348
	Iteration 22Q: 3 clusters Score -1522932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -1522938.875000 Penalty: 3299.256348
	Iteration 23Q: 3 clusters Score -1522939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -1522945.250000 Penalty: 3299.256348
	Iteration 24Q: 3 clusters Score -1522945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -1522952.875000 Penalty: 3299.256348
	Iteration 25Q: 3 clusters Score -1522953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -1522957.750000 Penalty: 3299.256348
	Iteration 26Q: 3 clusters Score -1522958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -1522959.625000 Penalty: 3299.256348
	Iteration 27Q: 3 clusters Score -1522960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -1522960.625000 Penalty: 3299.256348
	Iteration 28Q: 3 clusters Score -1522961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -1522965.625000 Penalty: 3299.256348
	Iteration 29Q: 3 clusters Score -1522966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1522969.250000 Penalty: 3299.256348
	Iteration 30Q: 3 clusters Score -1522969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -1522975.125000 Penalty: 3299.256348
	Iteration 31Q: 3 clusters Score -1522975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -1522981.500000 Penalty: 3299.256348
	Iteration 32Q: 3 clusters Score -1522982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -1522981.500000 Penalty: 3299.256348
	Iteration 33F: 3 clusters Score -1522982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Entering Unmasked Estep 
Score: -742304.625000 Penalty: 1533.486206
	Iteration 0F: 2 clusters Score -742304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -733464.125000 Penalty: 3066.972412
	Iteration 0F: 3 clusters Score -733464.1 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -736665.625000 Penalty: 3066.972412
	Iteration 1F: 3 clusters Score -736665.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -737229.812500 Penalty: 3066.972412
	Iteration 2F: 3 clusters Score -737229.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -737723.625000 Penalty: 3066.972412
	Iteration 3F: 3 clusters Score -737723.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -738147.875000 Penalty: 3066.972412
	Iteration 4F: 3 clusters Score -738147.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -738490.062500 Penalty: 3066.972412
	Iteration 5F: 3 clusters Score -738490.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -738813.812500 Penalty: 3066.972412
	Iteration 6Q: 3 clusters Score -738813.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -739119.812500 Penalty: 3066.972412
	Iteration 7Q: 3 clusters Score -739119.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -739449.937500 Penalty: 3066.972412
	Iteration 8Q: 3 clusters Score -739449.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -739769.562500 Penalty: 3066.972412
	Iteration 9Q: 3 clusters Score -739769.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -740049.312500 Penalty: 3066.972412
	Iteration 10Q: 3 clusters Score -740049.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -740334.250000 Penalty: 3066.972412
	Iteration 11Q: 3 clusters Score -740334.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -740618.562500 Penalty: 3066.972412
	Iteration 12Q: 3 clusters Score -740618.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -740840.562500 Penalty: 3066.972412
	Iteration 13Q: 3 clusters Score -740840.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -740995.062500 Penalty: 3066.972412
	Iteration 14Q: 3 clusters Score -740995.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -741105.812500 Penalty: 3066.972412
	Iteration 15Q: 3 clusters Score -741105.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -741184.437500 Penalty: 3066.972412
	Iteration 16Q: 3 clusters Score -741184.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -741227.250000 Penalty: 3066.972412
	Iteration 17Q: 3 clusters Score -741227.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -741265.187500 Penalty: 3066.972412
	Iteration 18Q: 3 clusters Score -741265.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -741298.937500 Penalty: 3066.972412
	Iteration 19Q: 3 clusters Score -741298.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -741333.562500 Penalty: 3066.972412
	Iteration 20F: 3 clusters Score -741333.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -741369.875000 Penalty: 3066.972412
	Iteration 21Q: 3 clusters Score -741369.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -741411.750000 Penalty: 3066.972412
	Iteration 22Q: 3 clusters Score -741411.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -741457.562500 Penalty: 3066.972412
	Iteration 23Q: 3 clusters Score -741457.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -741502.437500 Penalty: 3066.972412
	Iteration 24Q: 3 clusters Score -741502.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -741538.062500 Penalty: 3066.972412
	Iteration 25Q: 3 clusters Score -741538.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -741576.875000 Penalty: 3066.972412
	Iteration 26Q: 3 clusters Score -741576.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -741610.250000 Penalty: 3066.972412
	Iteration 27Q: 3 clusters Score -741610.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -741641.000000 Penalty: 3066.972412
	Iteration 28Q: 3 clusters Score -741641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -741660.312500 Penalty: 3066.972412
	Iteration 29Q: 3 clusters Score -741660.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -741677.437500 Penalty: 3066.972412
	Iteration 30Q: 3 clusters Score -741677.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -741694.250000 Penalty: 3066.972412
	Iteration 31Q: 3 clusters Score -741694.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -741707.687500 Penalty: 3066.972412
	Iteration 32Q: 3 clusters Score -741707.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -741716.375000 Penalty: 3066.972412
	Iteration 33Q: 3 clusters Score -741716.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -741722.500000 Penalty: 3066.972412
	Iteration 34Q: 3 clusters Score -741722.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -741725.125000 Penalty: 3066.972412
	Iteration 35Q: 3 clusters Score -741725.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -741729.875000 Penalty: 3066.972412
	Iteration 36Q: 3 clusters Score -741729.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -741737.437500 Penalty: 3066.972412
	Iteration 37Q: 3 clusters Score -741737.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -741744.312500 Penalty: 3066.972412
	Iteration 38Q: 3 clusters Score -741744.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -741748.500000 Penalty: 3066.972412
	Iteration 39Q: 3 clusters Score -741748.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -741752.437500 Penalty: 3066.972412
	Iteration 40F: 3 clusters Score -741752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -741755.687500 Penalty: 3066.972412
	Iteration 41Q: 3 clusters Score -741755.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -741760.375000 Penalty: 3066.972412
	Iteration 42Q: 3 clusters Score -741760.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -741762.437500 Penalty: 3066.972412
	Iteration 43Q: 3 clusters Score -741762.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -741766.062500 Penalty: 3066.972412
	Iteration 44Q: 3 clusters Score -741766.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -741770.812500 Penalty: 3066.972412
	Iteration 45Q: 3 clusters Score -741770.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -741777.062500 Penalty: 3066.972412
	Iteration 46Q: 3 clusters Score -741777.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -741779.812500 Penalty: 3066.972412
	Iteration 47Q: 3 clusters Score -741779.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -741779.625000 Penalty: 3066.972412
	Iteration 48Q: 3 clusters Score -741779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -741780.437500 Penalty: 3066.972412
	Iteration 49Q: 3 clusters Score -741780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -741781.687500 Penalty: 3066.972412
	Iteration 50Q: 3 clusters Score -741781.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -741785.125000 Penalty: 3066.972412
	Iteration 51Q: 3 clusters Score -741785.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -741787.750000 Penalty: 3066.972412
	Iteration 52Q: 3 clusters Score -741787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -741789.500000 Penalty: 3066.972412
	Iteration 53Q: 3 clusters Score -741789.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -741789.562500 Penalty: 3066.972412
	Iteration 54Q: 3 clusters Score -741789.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -741789.625000 Penalty: 3066.972412
	Iteration 55Q: 3 clusters Score -741789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -741789.312500 Penalty: 3066.972412
	Iteration 56Q: 3 clusters Score -741789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -741791.187500 Penalty: 3066.972412
	Iteration 57Q: 3 clusters Score -741791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -741790.312500 Penalty: 3066.972412
	Iteration 58Q: 3 clusters Score -741790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -741791.437500 Penalty: 3066.972412
	Iteration 59Q: 3 clusters Score -741791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -741790.062500 Penalty: 3066.972412
	Iteration 60F: 3 clusters Score -741790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -118206.210938 Penalty: 1275.261475
	Iteration 0F: 2 clusters Score -118206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -115734.695312 Penalty: 2550.522949
	Iteration 0F: 3 clusters Score -115734.7 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -116361.250000 Penalty: 2550.522949
	Iteration 1F: 3 clusters Score -116361.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -116535.218750 Penalty: 2550.522949
	Iteration 2F: 3 clusters Score -116535.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -116710.984375 Penalty: 2550.522949
	Iteration 3F: 3 clusters Score -116711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -116866.406250 Penalty: 2550.522949
	Iteration 4F: 3 clusters Score -116866.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -116995.492188 Penalty: 2550.522949
	Iteration 5Q: 3 clusters Score -116995.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -117118.070312 Penalty: 2550.522949
	Iteration 6Q: 3 clusters Score -117118.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -117259.820312 Penalty: 2550.522949
	Iteration 7Q: 3 clusters Score -117259.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -117365.031250 Penalty: 2550.522949
	Iteration 8Q: 3 clusters Score -117365 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -117440.304688 Penalty: 2550.522949
	Iteration 9Q: 3 clusters Score -117440.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -117489.273438 Penalty: 2550.522949
	Iteration 10Q: 3 clusters Score -117489.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -117519.460938 Penalty: 2550.522949
	Iteration 11Q: 3 clusters Score -117519.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -117546.390625 Penalty: 2550.522949
	Iteration 12Q: 3 clusters Score -117546.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -117564.843750 Penalty: 2550.522949
	Iteration 13Q: 3 clusters Score -117564.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -117579.656250 Penalty: 2550.522949
	Iteration 14Q: 3 clusters Score -117579.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -117605.062500 Penalty: 2550.522949
	Iteration 15Q: 3 clusters Score -117605.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -117625.242188 Penalty: 2550.522949
	Iteration 16Q: 3 clusters Score -117625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -117640.601562 Penalty: 2550.522949
	Iteration 17Q: 3 clusters Score -117640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -117650.476562 Penalty: 2550.522949
	Iteration 18Q: 3 clusters Score -117650.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -117662.007812 Penalty: 2550.522949
	Iteration 19Q: 3 clusters Score -117662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -117671.484375 Penalty: 2550.522949
	Iteration 20F: 3 clusters Score -117671.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -117678.562500 Penalty: 2550.522949
	Iteration 21Q: 3 clusters Score -117678.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -117687.945312 Penalty: 2550.522949
	Iteration 22Q: 3 clusters Score -117687.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -117698.679688 Penalty: 2550.522949
	Iteration 23Q: 3 clusters Score -117698.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -117709.632812 Penalty: 2550.522949
	Iteration 24Q: 3 clusters Score -117709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -117724.523438 Penalty: 2550.522949
	Iteration 25Q: 3 clusters Score -117724.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -117737.085938 Penalty: 2550.522949
	Iteration 26Q: 3 clusters Score -117737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -117745.515625 Penalty: 2550.522949
	Iteration 27Q: 3 clusters Score -117745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -117749.382812 Penalty: 2550.522949
	Iteration 28Q: 3 clusters Score -117749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -117753.296875 Penalty: 2550.522949
	Iteration 29Q: 3 clusters Score -117753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -117758.687500 Penalty: 2550.522949
	Iteration 30Q: 3 clusters Score -117758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -117762.765625 Penalty: 2550.522949
	Iteration 31Q: 3 clusters Score -117762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -117769.164062 Penalty: 2550.522949
	Iteration 32Q: 3 clusters Score -117769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -117774.898438 Penalty: 2550.522949
	Iteration 33Q: 3 clusters Score -117774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -117783.429688 Penalty: 2550.522949
	Iteration 34Q: 3 clusters Score -117783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -117794.062500 Penalty: 2550.522949
	Iteration 35Q: 3 clusters Score -117794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -117799.742188 Penalty: 2550.522949
	Iteration 36Q: 3 clusters Score -117799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -117805.406250 Penalty: 2550.522949
	Iteration 37Q: 3 clusters Score -117805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -117809.171875 Penalty: 2550.522949
	Iteration 38Q: 3 clusters Score -117809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -117810.750000 Penalty: 2550.522949
	Iteration 39Q: 3 clusters Score -117810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -117810.750000 Penalty: 2550.522949
	Iteration 40F: 3 clusters Score -117810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -60762.109375 Penalty: 1145.080200
	Iteration 0F: 2 clusters Score -60762.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59257.800781 Penalty: 2290.160400
	Iteration 0F: 3 clusters Score -59257.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59573.175781 Penalty: 2290.160400
	Iteration 1F: 3 clusters Score -59573.18 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -59696.250000 Penalty: 2290.160400
	Iteration 2F: 3 clusters Score -59696.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59779.488281 Penalty: 2290.160400
	Iteration 3F: 3 clusters Score -59779.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59838.148438 Penalty: 2290.160400
	Iteration 4Q: 3 clusters Score -59838.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59874.472656 Penalty: 2290.160400
	Iteration 5Q: 3 clusters Score -59874.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59890.367188 Penalty: 2290.160400
	Iteration 6Q: 3 clusters Score -59890.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59907.519531 Penalty: 2290.160400
	Iteration 7Q: 3 clusters Score -59907.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59921.273438 Penalty: 2290.160400
	Iteration 8Q: 3 clusters Score -59921.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59933.617188 Penalty: 2290.160400
	Iteration 9Q: 3 clusters Score -59933.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59944.093750 Penalty: 2290.160400
	Iteration 10Q: 3 clusters Score -59944.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59955.765625 Penalty: 2290.160400
	Iteration 11Q: 3 clusters Score -59955.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59963.792969 Penalty: 2290.160400
	Iteration 12Q: 3 clusters Score -59963.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59970.929688 Penalty: 2290.160400
	Iteration 13Q: 3 clusters Score -59970.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59979.750000 Penalty: 2290.160400
	Iteration 14Q: 3 clusters Score -59979.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59995.566406 Penalty: 2290.160400
	Iteration 15Q: 3 clusters Score -59995.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60005.625000 Penalty: 2290.160400
	Iteration 16Q: 3 clusters Score -60005.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60009.417969 Penalty: 2290.160400
	Iteration 17Q: 3 clusters Score -60009.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60013.273438 Penalty: 2290.160400
	Iteration 18Q: 3 clusters Score -60013.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60013.660156 Penalty: 2290.160400
	Iteration 19Q: 3 clusters Score -60013.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60013.660156 Penalty: 2290.160400
	Iteration 20F: 3 clusters Score -60013.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -17170.496094 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -17170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16240.808594 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -16240.81 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16365.648438 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -16365.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16410.427734 Penalty: 1906.602051
	Iteration 2Q: 3 clusters Score -16410.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16440.931641 Penalty: 1906.602051
	Iteration 3Q: 3 clusters Score -16440.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16464.904297 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -16464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16489.658203 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -16489.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16502.306641 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -16502.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16520.488281 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -16520.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16529.541016 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -16529.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16544.386719 Penalty: 1906.602051
	Iteration 9Q: 3 clusters Score -16544.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16567.722656 Penalty: 1906.602051
	Iteration 10Q: 3 clusters Score -16567.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16592.025391 Penalty: 1906.602051
	Iteration 11Q: 3 clusters Score -16592.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16602.001953 Penalty: 1906.602051
	Iteration 12Q: 3 clusters Score -16602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16616.683594 Penalty: 1906.602051
	Iteration 13Q: 3 clusters Score -16616.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16633.037109 Penalty: 1906.602051
	Iteration 14Q: 3 clusters Score -16633.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16696.246094 Penalty: 1906.602051
	Iteration 15Q: 3 clusters Score -16696.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16753.648438 Penalty: 1906.602051
	Iteration 16Q: 3 clusters Score -16753.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16804.132812 Penalty: 1906.602051
	Iteration 17Q: 3 clusters Score -16804.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16885.835938 Penalty: 1906.602051
	Iteration 18Q: 3 clusters Score -16885.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16898.541016 Penalty: 1906.602051
	Iteration 19Q: 3 clusters Score -16898.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16905.439453 Penalty: 1906.602051
	Iteration 20F: 3 clusters Score -16905.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16907.986328 Penalty: 1906.602051
	Iteration 21Q: 3 clusters Score -16907.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16924.814453 Penalty: 1906.602051
	Iteration 22Q: 3 clusters Score -16924.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16970.417969 Penalty: 1906.602051
	Iteration 23Q: 3 clusters Score -16970.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17006.458984 Penalty: 1906.602051
	Iteration 24Q: 3 clusters Score -17006.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17014.156250 Penalty: 1906.602051
	Iteration 25Q: 3 clusters Score -17014.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17016.025391 Penalty: 1906.602051
	Iteration 26Q: 3 clusters Score -17016.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17016.912109 Penalty: 1906.602051
	Iteration 27Q: 3 clusters Score -17016.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -17016.912109 Penalty: 1906.602051
	Iteration 28F: 3 clusters Score -17016.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -205014.187500 Penalty: 1337.208740
	Iteration 0F: 2 clusters Score -205014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -201760.593750 Penalty: 2674.417480
	Iteration 0F: 3 clusters Score -201760.6 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -202558.031250 Penalty: 2674.417480
	Iteration 1F: 3 clusters Score -202558 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -202715.937500 Penalty: 2674.417480
	Iteration 2F: 3 clusters Score -202715.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -202847.312500 Penalty: 2674.417480
	Iteration 3F: 3 clusters Score -202847.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -202990.156250 Penalty: 2674.417480
	Iteration 4F: 3 clusters Score -202990.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -203140.703125 Penalty: 2674.417480
	Iteration 5F: 3 clusters Score -203140.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -203323.218750 Penalty: 2674.417480
	Iteration 6F: 3 clusters Score -203323.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203524.671875 Penalty: 2674.417480
	Iteration 7F: 3 clusters Score -203524.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -203695.421875 Penalty: 2674.417480
	Iteration 8F: 3 clusters Score -203695.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -203826.718750 Penalty: 2674.417480
	Iteration 9Q: 3 clusters Score -203826.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -203922.390625 Penalty: 2674.417480
	Iteration 10Q: 3 clusters Score -203922.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -203995.046875 Penalty: 2674.417480
	Iteration 11Q: 3 clusters Score -203995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -204045.500000 Penalty: 2674.417480
	Iteration 12Q: 3 clusters Score -204045.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -204082.734375 Penalty: 2674.417480
	Iteration 13Q: 3 clusters Score -204082.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204114.484375 Penalty: 2674.417480
	Iteration 14Q: 3 clusters Score -204114.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -204141.015625 Penalty: 2674.417480
	Iteration 15Q: 3 clusters Score -204141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204163.000000 Penalty: 2674.417480
	Iteration 16Q: 3 clusters Score -204163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -204177.828125 Penalty: 2674.417480
	Iteration 17Q: 3 clusters Score -204177.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -204188.828125 Penalty: 2674.417480
	Iteration 18Q: 3 clusters Score -204188.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -204198.625000 Penalty: 2674.417480
	Iteration 19Q: 3 clusters Score -204198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -204205.500000 Penalty: 2674.417480
	Iteration 20F: 3 clusters Score -204205.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -204212.796875 Penalty: 2674.417480
	Iteration 21Q: 3 clusters Score -204212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -204216.734375 Penalty: 2674.417480
	Iteration 22Q: 3 clusters Score -204216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -204221.140625 Penalty: 2674.417480
	Iteration 23Q: 3 clusters Score -204221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -204226.265625 Penalty: 2674.417480
	Iteration 24Q: 3 clusters Score -204226.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -204229.390625 Penalty: 2674.417480
	Iteration 25Q: 3 clusters Score -204229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -204230.515625 Penalty: 2674.417480
	Iteration 26Q: 3 clusters Score -204230.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -204233.375000 Penalty: 2674.417480
	Iteration 27Q: 3 clusters Score -204233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -204235.343750 Penalty: 2674.417480
	Iteration 28Q: 3 clusters Score -204235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -204236.359375 Penalty: 2674.417480
	Iteration 29Q: 3 clusters Score -204236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204236.375000 Penalty: 2674.417480
	Iteration 30Q: 3 clusters Score -204236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -204236.375000 Penalty: 2674.417480
	Iteration 31F: 3 clusters Score -204236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -125366.765625 Penalty: 1246.671875
	Iteration 0F: 2 clusters Score -125366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -123202.492188 Penalty: 2493.343750
	Iteration 0F: 3 clusters Score -123202.5 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -123702.929688 Penalty: 2493.343750
	Iteration 1F: 3 clusters Score -123702.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -123807.335938 Penalty: 2493.343750
	Iteration 2F: 3 clusters Score -123807.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -123868.312500 Penalty: 2493.343750
	Iteration 3Q: 3 clusters Score -123868.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -123920.992188 Penalty: 2493.343750
	Iteration 4Q: 3 clusters Score -123921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -123972.312500 Penalty: 2493.343750
	Iteration 5Q: 3 clusters Score -123972.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -124025.125000 Penalty: 2493.343750
	Iteration 6Q: 3 clusters Score -124025.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -124085.726562 Penalty: 2493.343750
	Iteration 7Q: 3 clusters Score -124085.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -124166.843750 Penalty: 2493.343750
	Iteration 8Q: 3 clusters Score -124166.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -124263.781250 Penalty: 2493.343750
	Iteration 9Q: 3 clusters Score -124263.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -124350.679688 Penalty: 2493.343750
	Iteration 10Q: 3 clusters Score -124350.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -124418.781250 Penalty: 2493.343750
	Iteration 11Q: 3 clusters Score -124418.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -124473.054688 Penalty: 2493.343750
	Iteration 12Q: 3 clusters Score -124473.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -124505.875000 Penalty: 2493.343750
	Iteration 13Q: 3 clusters Score -124505.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -124534.570312 Penalty: 2493.343750
	Iteration 14Q: 3 clusters Score -124534.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -124555.445312 Penalty: 2493.343750
	Iteration 15Q: 3 clusters Score -124555.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -124583.601562 Penalty: 2493.343750
	Iteration 16Q: 3 clusters Score -124583.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -124619.484375 Penalty: 2493.343750
	Iteration 17Q: 3 clusters Score -124619.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -124645.210938 Penalty: 2493.343750
	Iteration 18Q: 3 clusters Score -124645.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -124671.164062 Penalty: 2493.343750
	Iteration 19Q: 3 clusters Score -124671.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -124699.984375 Penalty: 2493.343750
	Iteration 20F: 3 clusters Score -124700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -124731.085938 Penalty: 2493.343750
	Iteration 21Q: 3 clusters Score -124731.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -124766.804688 Penalty: 2493.343750
	Iteration 22Q: 3 clusters Score -124766.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -124802.015625 Penalty: 2493.343750
	Iteration 23Q: 3 clusters Score -124802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -124827.734375 Penalty: 2493.343750
	Iteration 24Q: 3 clusters Score -124827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -124842.164062 Penalty: 2493.343750
	Iteration 25Q: 3 clusters Score -124842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -124854.414062 Penalty: 2493.343750
	Iteration 26Q: 3 clusters Score -124854.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -124861.875000 Penalty: 2493.343750
	Iteration 27Q: 3 clusters Score -124861.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -124870.507812 Penalty: 2493.343750
	Iteration 28Q: 3 clusters Score -124870.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -124877.812500 Penalty: 2493.343750
	Iteration 29Q: 3 clusters Score -124877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -124887.976562 Penalty: 2493.343750
	Iteration 30Q: 3 clusters Score -124888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -124894.210938 Penalty: 2493.343750
	Iteration 31Q: 3 clusters Score -124894.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -124899.703125 Penalty: 2493.343750
	Iteration 32Q: 3 clusters Score -124899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -124904.515625 Penalty: 2493.343750
	Iteration 33Q: 3 clusters Score -124904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -124908.820312 Penalty: 2493.343750
	Iteration 34Q: 3 clusters Score -124908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -124912.312500 Penalty: 2493.343750
	Iteration 35Q: 3 clusters Score -124912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -124913.007812 Penalty: 2493.343750
	Iteration 36Q: 3 clusters Score -124913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -124913.007812 Penalty: 2493.343750
	Iteration 37F: 3 clusters Score -124913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -79048.945312 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -79048.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -77377.664062 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -77377.66 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -77798.882812 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -77798.88 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -77960.710938 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -77960.71 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78084.968750 Penalty: 2361.945801
	Iteration 3F: 3 clusters Score -78084.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -78161.304688 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -78161.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78261.531250 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -78261.53 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78336.773438 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -78336.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78394.750000 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -78394.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78437.117188 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -78437.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78465.445312 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -78465.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78488.335938 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -78488.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78502.945312 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -78502.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78512.828125 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -78512.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78515.023438 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -78515.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78515.476562 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -78515.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78515.476562 Penalty: 2361.945801
	Iteration 15F: 3 clusters Score -78515.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -70533.507812 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -70533.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68937.914062 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -68937.91 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69262.828125 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -69262.83 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69379.398438 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -69379.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69459.585938 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -69459.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69526.859375 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -69526.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69575.765625 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -69575.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69604.164062 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -69604.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69625.835938 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -69625.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69646.046875 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -69646.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69660.843750 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -69660.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69675.656250 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -69675.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69688.757812 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -69688.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69698.953125 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -69698.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69703.968750 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -69703.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69707.359375 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -69707.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69709.695312 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -69709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69710.046875 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -69710.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69710.726562 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -69710.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69711.203125 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -69711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69711.976562 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -69711.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69711.976562 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -69711.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -182740.953125 Penalty: 1314.490967
	Iteration 0F: 2 clusters Score -182741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -179886.437500 Penalty: 2628.981934
	Iteration 0F: 3 clusters Score -179886.4 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -180639.343750 Penalty: 2628.981934
	Iteration 1F: 3 clusters Score -180639.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -180819.546875 Penalty: 2628.981934
	Iteration 2F: 3 clusters Score -180819.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -180952.546875 Penalty: 2628.981934
	Iteration 3F: 3 clusters Score -180952.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -181121.828125 Penalty: 2628.981934
	Iteration 4Q: 3 clusters Score -181121.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -181326.656250 Penalty: 2628.981934
	Iteration 5Q: 3 clusters Score -181326.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -181490.109375 Penalty: 2628.981934
	Iteration 6F: 3 clusters Score -181490.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -181637.953125 Penalty: 2628.981934
	Iteration 7Q: 3 clusters Score -181638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -181764.984375 Penalty: 2628.981934
	Iteration 8Q: 3 clusters Score -181765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -181861.328125 Penalty: 2628.981934
	Iteration 9Q: 3 clusters Score -181861.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -181934.765625 Penalty: 2628.981934
	Iteration 10Q: 3 clusters Score -181934.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182016.062500 Penalty: 2628.981934
	Iteration 11Q: 3 clusters Score -182016.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182132.906250 Penalty: 2628.981934
	Iteration 12Q: 3 clusters Score -182132.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -182270.593750 Penalty: 2628.981934
	Iteration 13Q: 3 clusters Score -182270.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182375.609375 Penalty: 2628.981934
	Iteration 14Q: 3 clusters Score -182375.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -182453.578125 Penalty: 2628.981934
	Iteration 15Q: 3 clusters Score -182453.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182502.375000 Penalty: 2628.981934
	Iteration 16Q: 3 clusters Score -182502.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -182519.296875 Penalty: 2628.981934
	Iteration 17Q: 3 clusters Score -182519.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -182526.578125 Penalty: 2628.981934
	Iteration 18Q: 3 clusters Score -182526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182528.296875 Penalty: 2628.981934
	Iteration 19Q: 3 clusters Score -182528.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182530.218750 Penalty: 2628.981934
	Iteration 20F: 3 clusters Score -182530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -182531.765625 Penalty: 2628.981934
	Iteration 21Q: 3 clusters Score -182531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -182532.468750 Penalty: 2628.981934
	Iteration 22Q: 3 clusters Score -182532.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -182532.468750 Penalty: 2628.981934
	Iteration 23F: 3 clusters Score -182532.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -125356.070312 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -125356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -123115.007812 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -123115 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -123782.156250 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -123782.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -124004.914062 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -124004.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -124140.039062 Penalty: 2522.290283
	Iteration 3F: 3 clusters Score -124140 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -124225.945312 Penalty: 2522.290283
	Iteration 4Q: 3 clusters Score -124225.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -124292.867188 Penalty: 2522.290283
	Iteration 5Q: 3 clusters Score -124292.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -124355.578125 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -124355.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -124408.687500 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -124408.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -124450.960938 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -124451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -124499.531250 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -124499.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -124550.265625 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -124550.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -124598.976562 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -124599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -124649.812500 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -124649.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -124699.773438 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -124699.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -124745.015625 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -124745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -124769.875000 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -124769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -124785.531250 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -124785.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -124800.570312 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -124800.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -124817.156250 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -124817.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -124827.507812 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -124827.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -124834.687500 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -124834.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -124841.210938 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -124841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -124850.671875 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -124850.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -124858.546875 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -124858.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -124863.312500 Penalty: 2522.290283
	Iteration 24Q: 3 clusters Score -124863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -124868.414062 Penalty: 2522.290283
	Iteration 25Q: 3 clusters Score -124868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -124871.031250 Penalty: 2522.290283
	Iteration 26Q: 3 clusters Score -124871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -124871.718750 Penalty: 2522.290283
	Iteration 27Q: 3 clusters Score -124871.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -124871.718750 Penalty: 2522.290283
	Iteration 28F: 3 clusters Score -124871.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Entering Unmasked Estep 
Score: -1060878.500000 Penalty: 1593.203613
	Iteration 0F: 2 clusters Score -1060878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1048445.375000 Penalty: 3186.407227
	Iteration 0F: 3 clusters Score -1048445 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1052882.125000 Penalty: 3186.407227
	Iteration 1F: 3 clusters Score -1052882 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1053214.750000 Penalty: 3186.407227
	Iteration 2F: 3 clusters Score -1053215 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1053481.125000 Penalty: 3186.407227
	Iteration 3Q: 3 clusters Score -1053481 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1053760.875000 Penalty: 3186.407227
	Iteration 4Q: 3 clusters Score -1053761 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1054108.250000 Penalty: 3186.407227
	Iteration 5Q: 3 clusters Score -1054108 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1054581.000000 Penalty: 3186.407227
	Iteration 6Q: 3 clusters Score -1054581 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1055161.500000 Penalty: 3186.407227
	Iteration 7F: 3 clusters Score -1055162 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1055728.125000 Penalty: 3186.407227
	Iteration 8F: 3 clusters Score -1055728 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1056265.375000 Penalty: 3186.407227
	Iteration 9F: 3 clusters Score -1056265 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1056730.125000 Penalty: 3186.407227
	Iteration 10Q: 3 clusters Score -1056730 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1057029.500000 Penalty: 3186.407227
	Iteration 11Q: 3 clusters Score -1057030 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1057225.375000 Penalty: 3186.407227
	Iteration 12Q: 3 clusters Score -1057225 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1057341.875000 Penalty: 3186.407227
	Iteration 13Q: 3 clusters Score -1057342 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1057414.875000 Penalty: 3186.407227
	Iteration 14Q: 3 clusters Score -1057415 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1057462.125000 Penalty: 3186.407227
	Iteration 15Q: 3 clusters Score -1057462 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1057502.250000 Penalty: 3186.407227
	Iteration 16Q: 3 clusters Score -1057502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1057527.875000 Penalty: 3186.407227
	Iteration 17Q: 3 clusters Score -1057528 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1057549.500000 Penalty: 3186.407227
	Iteration 18Q: 3 clusters Score -1057550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1057570.000000 Penalty: 3186.407227
	Iteration 19Q: 3 clusters Score -1057570 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1057584.125000 Penalty: 3186.407227
	Iteration 20F: 3 clusters Score -1057584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1057603.500000 Penalty: 3186.407227
	Iteration 21Q: 3 clusters Score -1057604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1057621.375000 Penalty: 3186.407227
	Iteration 22Q: 3 clusters Score -1057621 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1057632.375000 Penalty: 3186.407227
	Iteration 23Q: 3 clusters Score -1057632 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1057653.875000 Penalty: 3186.407227
	Iteration 24Q: 3 clusters Score -1057654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1057669.250000 Penalty: 3186.407227
	Iteration 25Q: 3 clusters Score -1057669 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1057698.000000 Penalty: 3186.407227
	Iteration 26Q: 3 clusters Score -1057698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1057722.125000 Penalty: 3186.407227
	Iteration 27Q: 3 clusters Score -1057722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1057758.750000 Penalty: 3186.407227
	Iteration 28Q: 3 clusters Score -1057759 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1057798.125000 Penalty: 3186.407227
	Iteration 29Q: 3 clusters Score -1057798 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1057853.125000 Penalty: 3186.407227
	Iteration 30Q: 3 clusters Score -1057853 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1057909.000000 Penalty: 3186.407227
	Iteration 31Q: 3 clusters Score -1057909 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1057983.750000 Penalty: 3186.407227
	Iteration 32Q: 3 clusters Score -1057984 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1058059.875000 Penalty: 3186.407227
	Iteration 33Q: 3 clusters Score -1058060 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1058145.875000 Penalty: 3186.407227
	Iteration 34Q: 3 clusters Score -1058146 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1058241.875000 Penalty: 3186.407227
	Iteration 35Q: 3 clusters Score -1058242 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1058344.125000 Penalty: 3186.407227
	Iteration 36Q: 3 clusters Score -1058344 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1058467.375000 Penalty: 3186.407227
	Iteration 37Q: 3 clusters Score -1058467 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1058605.000000 Penalty: 3186.407227
	Iteration 38Q: 3 clusters Score -1058605 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1058748.375000 Penalty: 3186.407227
	Iteration 39Q: 3 clusters Score -1058748 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1058882.375000 Penalty: 3186.407227
	Iteration 40F: 3 clusters Score -1058882 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1058999.250000 Penalty: 3186.407227
	Iteration 41Q: 3 clusters Score -1058999 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1059100.625000 Penalty: 3186.407227
	Iteration 42Q: 3 clusters Score -1059101 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1059206.250000 Penalty: 3186.407227
	Iteration 43Q: 3 clusters Score -1059206 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1059305.625000 Penalty: 3186.407227
	Iteration 44Q: 3 clusters Score -1059306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1059395.500000 Penalty: 3186.407227
	Iteration 45Q: 3 clusters Score -1059396 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1059472.875000 Penalty: 3186.407227
	Iteration 46Q: 3 clusters Score -1059473 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1059549.875000 Penalty: 3186.407227
	Iteration 47Q: 3 clusters Score -1059550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1059600.750000 Penalty: 3186.407227
	Iteration 48Q: 3 clusters Score -1059601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1059634.750000 Penalty: 3186.407227
	Iteration 49Q: 3 clusters Score -1059635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1059661.625000 Penalty: 3186.407227
	Iteration 50Q: 3 clusters Score -1059662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1059680.875000 Penalty: 3186.407227
	Iteration 51Q: 3 clusters Score -1059681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1059688.750000 Penalty: 3186.407227
	Iteration 52Q: 3 clusters Score -1059689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1059697.875000 Penalty: 3186.407227
	Iteration 53Q: 3 clusters Score -1059698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1059702.875000 Penalty: 3186.407227
	Iteration 54Q: 3 clusters Score -1059703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1059710.000000 Penalty: 3186.407227
	Iteration 55Q: 3 clusters Score -1059710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1059723.500000 Penalty: 3186.407227
	Iteration 56Q: 3 clusters Score -1059724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1059732.750000 Penalty: 3186.407227
	Iteration 57Q: 3 clusters Score -1059733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1059741.625000 Penalty: 3186.407227
	Iteration 58Q: 3 clusters Score -1059742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1059750.000000 Penalty: 3186.407227
	Iteration 59Q: 3 clusters Score -1059750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1059756.625000 Penalty: 3186.407227
	Iteration 60F: 3 clusters Score -1059757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1059762.750000 Penalty: 3186.407227
	Iteration 61Q: 3 clusters Score -1059763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1059770.000000 Penalty: 3186.407227
	Iteration 62Q: 3 clusters Score -1059770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1059778.875000 Penalty: 3186.407227
	Iteration 63Q: 3 clusters Score -1059779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1059783.750000 Penalty: 3186.407227
	Iteration 64Q: 3 clusters Score -1059784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1059791.000000 Penalty: 3186.407227
	Iteration 65Q: 3 clusters Score -1059791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1059793.250000 Penalty: 3186.407227
	Iteration 66Q: 3 clusters Score -1059793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1059794.250000 Penalty: 3186.407227
	Iteration 67Q: 3 clusters Score -1059794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1059796.000000 Penalty: 3186.407227
	Iteration 68Q: 3 clusters Score -1059796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1059798.750000 Penalty: 3186.407227
	Iteration 69Q: 3 clusters Score -1059799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1059801.250000 Penalty: 3186.407227
	Iteration 70Q: 3 clusters Score -1059801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1059802.500000 Penalty: 3186.407227
	Iteration 71Q: 3 clusters Score -1059802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1059804.625000 Penalty: 3186.407227
	Iteration 72Q: 3 clusters Score -1059805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1059804.750000 Penalty: 3186.407227
	Iteration 73Q: 3 clusters Score -1059805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1059804.625000 Penalty: 3186.407227
	Iteration 74Q: 3 clusters Score -1059805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1059806.000000 Penalty: 3186.407227
	Iteration 75Q: 3 clusters Score -1059806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1059807.250000 Penalty: 3186.407227
	Iteration 76Q: 3 clusters Score -1059807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1059808.000000 Penalty: 3186.407227
	Iteration 77Q: 3 clusters Score -1059808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1059809.125000 Penalty: 3186.407227
	Iteration 78Q: 3 clusters Score -1059809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1059809.125000 Penalty: 3186.407227
	Iteration 79F: 3 clusters Score -1059809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -63759.113281 Penalty: 1135.617188
	Iteration 0F: 2 clusters Score -63759.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -62271.109375 Penalty: 2271.234375
	Iteration 0F: 3 clusters Score -62271.11 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -62514.625000 Penalty: 2271.234375
	Iteration 1F: 3 clusters Score -62514.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -62591.843750 Penalty: 2271.234375
	Iteration 2F: 3 clusters Score -62591.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -62631.667969 Penalty: 2271.234375
	Iteration 3Q: 3 clusters Score -62631.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62666.359375 Penalty: 2271.234375
	Iteration 4Q: 3 clusters Score -62666.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -62693.496094 Penalty: 2271.234375
	Iteration 5Q: 3 clusters Score -62693.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62706.031250 Penalty: 2271.234375
	Iteration 6Q: 3 clusters Score -62706.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62712.714844 Penalty: 2271.234375
	Iteration 7Q: 3 clusters Score -62712.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62722.210938 Penalty: 2271.234375
	Iteration 8Q: 3 clusters Score -62722.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62729.480469 Penalty: 2271.234375
	Iteration 9Q: 3 clusters Score -62729.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62737.718750 Penalty: 2271.234375
	Iteration 10Q: 3 clusters Score -62737.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62744.945312 Penalty: 2271.234375
	Iteration 11Q: 3 clusters Score -62744.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62749.703125 Penalty: 2271.234375
	Iteration 12Q: 3 clusters Score -62749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62753.726562 Penalty: 2271.234375
	Iteration 13Q: 3 clusters Score -62753.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -62754.562500 Penalty: 2271.234375
	Iteration 14Q: 3 clusters Score -62754.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -62755.320312 Penalty: 2271.234375
	Iteration 15Q: 3 clusters Score -62755.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62756.996094 Penalty: 2271.234375
	Iteration 16Q: 3 clusters Score -62757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62756.996094 Penalty: 2271.234375
	Iteration 17F: 3 clusters Score -62757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -473733.156250 Penalty: 1459.502808
	Iteration 0F: 2 clusters Score -473733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -467890.218750 Penalty: 2919.005615
	Iteration 0F: 3 clusters Score -467890.2 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -469597.625000 Penalty: 2919.005615
	Iteration 1F: 3 clusters Score -469597.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -469762.125000 Penalty: 2919.005615
	Iteration 2F: 3 clusters Score -469762.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -469890.875000 Penalty: 2919.005615
	Iteration 3Q: 3 clusters Score -469890.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -470001.187500 Penalty: 2919.005615
	Iteration 4Q: 3 clusters Score -470001.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -470115.718750 Penalty: 2919.005615
	Iteration 5Q: 3 clusters Score -470115.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -470263.281250 Penalty: 2919.005615
	Iteration 6Q: 3 clusters Score -470263.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -470486.437500 Penalty: 2919.005615
	Iteration 7Q: 3 clusters Score -470486.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -470794.718750 Penalty: 2919.005615
	Iteration 8F: 3 clusters Score -470794.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -471173.375000 Penalty: 2919.005615
	Iteration 9F: 3 clusters Score -471173.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -471540.500000 Penalty: 2919.005615
	Iteration 10F: 3 clusters Score -471540.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -471872.093750 Penalty: 2919.005615
	Iteration 11F: 3 clusters Score -471872.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -472097.406250 Penalty: 2919.005615
	Iteration 12Q: 3 clusters Score -472097.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -472253.468750 Penalty: 2919.005615
	Iteration 13Q: 3 clusters Score -472253.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -472357.718750 Penalty: 2919.005615
	Iteration 14Q: 3 clusters Score -472357.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -472410.906250 Penalty: 2919.005615
	Iteration 15Q: 3 clusters Score -472410.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -472447.812500 Penalty: 2919.005615
	Iteration 16Q: 3 clusters Score -472447.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -472469.093750 Penalty: 2919.005615
	Iteration 17Q: 3 clusters Score -472469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -472480.500000 Penalty: 2919.005615
	Iteration 18Q: 3 clusters Score -472480.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -472490.656250 Penalty: 2919.005615
	Iteration 19Q: 3 clusters Score -472490.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -472496.593750 Penalty: 2919.005615
	Iteration 20F: 3 clusters Score -472496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -472499.625000 Penalty: 2919.005615
	Iteration 21Q: 3 clusters Score -472499.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -472500.406250 Penalty: 2919.005615
	Iteration 22Q: 3 clusters Score -472500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -472500.500000 Penalty: 2919.005615
	Iteration 23Q: 3 clusters Score -472500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -472500.500000 Penalty: 2919.005615
	Iteration 24F: 3 clusters Score -472500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -356145.031250 Penalty: 1421.470581
	Iteration 0F: 2 clusters Score -356145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -351355.625000 Penalty: 2842.941162
	Iteration 0F: 3 clusters Score -351355.6 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -352747.062500 Penalty: 2842.941162
	Iteration 1F: 3 clusters Score -352747.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -352934.406250 Penalty: 2842.941162
	Iteration 2F: 3 clusters Score -352934.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -353053.156250 Penalty: 2842.941162
	Iteration 3Q: 3 clusters Score -353053.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -353153.562500 Penalty: 2842.941162
	Iteration 4Q: 3 clusters Score -353153.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -353251.343750 Penalty: 2842.941162
	Iteration 5Q: 3 clusters Score -353251.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -353347.468750 Penalty: 2842.941162
	Iteration 6Q: 3 clusters Score -353347.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -353440.218750 Penalty: 2842.941162
	Iteration 7Q: 3 clusters Score -353440.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -353533.843750 Penalty: 2842.941162
	Iteration 8Q: 3 clusters Score -353533.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -353640.593750 Penalty: 2842.941162
	Iteration 9Q: 3 clusters Score -353640.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -353748.843750 Penalty: 2842.941162
	Iteration 10Q: 3 clusters Score -353748.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -353871.218750 Penalty: 2842.941162
	Iteration 11Q: 3 clusters Score -353871.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -354000.437500 Penalty: 2842.941162
	Iteration 12Q: 3 clusters Score -354000.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -354125.906250 Penalty: 2842.941162
	Iteration 13Q: 3 clusters Score -354125.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -354258.593750 Penalty: 2842.941162
	Iteration 14Q: 3 clusters Score -354258.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -354384.343750 Penalty: 2842.941162
	Iteration 15Q: 3 clusters Score -354384.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -354492.375000 Penalty: 2842.941162
	Iteration 16Q: 3 clusters Score -354492.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -354589.125000 Penalty: 2842.941162
	Iteration 17Q: 3 clusters Score -354589.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -354668.218750 Penalty: 2842.941162
	Iteration 18Q: 3 clusters Score -354668.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -354731.500000 Penalty: 2842.941162
	Iteration 19Q: 3 clusters Score -354731.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -354769.031250 Penalty: 2842.941162
	Iteration 20F: 3 clusters Score -354769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -354803.093750 Penalty: 2842.941162
	Iteration 21Q: 3 clusters Score -354803.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -354827.156250 Penalty: 2842.941162
	Iteration 22Q: 3 clusters Score -354827.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -354847.781250 Penalty: 2842.941162
	Iteration 23Q: 3 clusters Score -354847.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -354866.875000 Penalty: 2842.941162
	Iteration 24Q: 3 clusters Score -354866.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -354881.625000 Penalty: 2842.941162
	Iteration 25Q: 3 clusters Score -354881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -354887.406250 Penalty: 2842.941162
	Iteration 26Q: 3 clusters Score -354887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -354897.062500 Penalty: 2842.941162
	Iteration 27Q: 3 clusters Score -354897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -354906.343750 Penalty: 2842.941162
	Iteration 28Q: 3 clusters Score -354906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -354915.593750 Penalty: 2842.941162
	Iteration 29Q: 3 clusters Score -354915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -354922.718750 Penalty: 2842.941162
	Iteration 30Q: 3 clusters Score -354922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -354932.218750 Penalty: 2842.941162
	Iteration 31Q: 3 clusters Score -354932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -354932.875000 Penalty: 2842.941162
	Iteration 32Q: 3 clusters Score -354932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -354933.625000 Penalty: 2842.941162
	Iteration 33Q: 3 clusters Score -354933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -354934.937500 Penalty: 2842.941162
	Iteration 34Q: 3 clusters Score -354934.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -354934.937500 Penalty: 2842.941162
	Iteration 35F: 3 clusters Score -354934.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -148167.859375 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -148167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -145831.375000 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -145831.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -146358.625000 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -146358.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -146524.968750 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -146525 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -146666.515625 Penalty: 2531.303467
	Iteration 3F: 3 clusters Score -146666.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -146788.187500 Penalty: 2531.303467
	Iteration 4F: 3 clusters Score -146788.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146865.000000 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -146865 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -146913.546875 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -146913.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -146956.765625 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -146956.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -146982.203125 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -146982.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -147003.140625 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -147003.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -147019.046875 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -147019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -147033.921875 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -147033.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -147046.843750 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -147046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -147056.031250 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -147056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147060.500000 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -147060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147063.781250 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -147063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -147066.750000 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -147066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147068.203125 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -147068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -147069.250000 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -147069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -147069.281250 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -147069.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -147069.453125 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -147069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147069.953125 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -147070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -147070.921875 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -147070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -147071.500000 Penalty: 2531.303467
	Iteration 23Q: 3 clusters Score -147071.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -147072.250000 Penalty: 2531.303467
	Iteration 24Q: 3 clusters Score -147072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -147072.750000 Penalty: 2531.303467
	Iteration 25Q: 3 clusters Score -147072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -147073.937500 Penalty: 2531.303467
	Iteration 26Q: 3 clusters Score -147073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -147074.359375 Penalty: 2531.303467
	Iteration 27Q: 3 clusters Score -147074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147074.531250 Penalty: 2531.303467
	Iteration 28Q: 3 clusters Score -147074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147074.718750 Penalty: 2531.303467
	Iteration 29Q: 3 clusters Score -147074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -147074.718750 Penalty: 2531.303467
	Iteration 30F: 3 clusters Score -147074.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Entering Unmasked Estep 
Score: -445956.125000 Penalty: 1457.942871
	Iteration 0F: 2 clusters Score -445956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -440157.906250 Penalty: 2915.885742
	Iteration 0F: 3 clusters Score -440157.9 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -442085.312500 Penalty: 2915.885742
	Iteration 1F: 3 clusters Score -442085.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -442535.437500 Penalty: 2915.885742
	Iteration 2F: 3 clusters Score -442535.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -442994.281250 Penalty: 2915.885742
	Iteration 3F: 3 clusters Score -442994.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -443464.343750 Penalty: 2915.885742
	Iteration 4F: 3 clusters Score -443464.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -443893.375000 Penalty: 2915.885742
	Iteration 5F: 3 clusters Score -443893.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -444252.000000 Penalty: 2915.885742
	Iteration 6F: 3 clusters Score -444252 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444549.875000 Penalty: 2915.885742
	Iteration 7Q: 3 clusters Score -444549.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -444763.468750 Penalty: 2915.885742
	Iteration 8Q: 3 clusters Score -444763.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -444898.093750 Penalty: 2915.885742
	Iteration 9Q: 3 clusters Score -444898.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -444986.875000 Penalty: 2915.885742
	Iteration 10Q: 3 clusters Score -444986.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -445039.031250 Penalty: 2915.885742
	Iteration 11Q: 3 clusters Score -445039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -445068.250000 Penalty: 2915.885742
	Iteration 12Q: 3 clusters Score -445068.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -445086.500000 Penalty: 2915.885742
	Iteration 13Q: 3 clusters Score -445086.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -445102.593750 Penalty: 2915.885742
	Iteration 14Q: 3 clusters Score -445102.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -445109.718750 Penalty: 2915.885742
	Iteration 15Q: 3 clusters Score -445109.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -445113.906250 Penalty: 2915.885742
	Iteration 16Q: 3 clusters Score -445113.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -445116.281250 Penalty: 2915.885742
	Iteration 17Q: 3 clusters Score -445116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -445117.437500 Penalty: 2915.885742
	Iteration 18Q: 3 clusters Score -445117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -445119.093750 Penalty: 2915.885742
	Iteration 19Q: 3 clusters Score -445119.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -445121.093750 Penalty: 2915.885742
	Iteration 20F: 3 clusters Score -445121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -445123.843750 Penalty: 2915.885742
	Iteration 21Q: 3 clusters Score -445123.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -445128.406250 Penalty: 2915.885742
	Iteration 22Q: 3 clusters Score -445128.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -445134.156250 Penalty: 2915.885742
	Iteration 23Q: 3 clusters Score -445134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -445140.531250 Penalty: 2915.885742
	Iteration 24Q: 3 clusters Score -445140.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -445146.031250 Penalty: 2915.885742
	Iteration 25Q: 3 clusters Score -445146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -445148.875000 Penalty: 2915.885742
	Iteration 26Q: 3 clusters Score -445148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -445150.937500 Penalty: 2915.885742
	Iteration 27Q: 3 clusters Score -445150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -445152.343750 Penalty: 2915.885742
	Iteration 28Q: 3 clusters Score -445152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -445153.562500 Penalty: 2915.885742
	Iteration 29Q: 3 clusters Score -445153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -445153.968750 Penalty: 2915.885742
	Iteration 30Q: 3 clusters Score -445154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -445154.812500 Penalty: 2915.885742
	Iteration 31Q: 3 clusters Score -445154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -445155.875000 Penalty: 2915.885742
	Iteration 32Q: 3 clusters Score -445155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -445155.375000 Penalty: 2915.885742
	Iteration 33Q: 3 clusters Score -445155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -445156.843750 Penalty: 2915.885742
	Iteration 34Q: 3 clusters Score -445156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -445158.437500 Penalty: 2915.885742
	Iteration 35Q: 3 clusters Score -445158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -445159.531250 Penalty: 2915.885742
	Iteration 36Q: 3 clusters Score -445159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -445161.531250 Penalty: 2915.885742
	Iteration 37Q: 3 clusters Score -445161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -445163.625000 Penalty: 2915.885742
	Iteration 38Q: 3 clusters Score -445163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -445166.750000 Penalty: 2915.885742
	Iteration 39Q: 3 clusters Score -445166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -445166.343750 Penalty: 2915.885742
	Iteration 40F: 3 clusters Score -445166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -445166.312500 Penalty: 2915.885742
	Iteration 41Q: 3 clusters Score -445166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -445167.312500 Penalty: 2915.885742
	Iteration 42Q: 3 clusters Score -445167.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -445167.906250 Penalty: 2915.885742
	Iteration 43Q: 3 clusters Score -445167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -445167.687500 Penalty: 2915.885742
	Iteration 44Q: 3 clusters Score -445167.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -445167.687500 Penalty: 2915.885742
	Iteration 45F: 3 clusters Score -445167.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -183918.953125 Penalty: 1308.135620
	Iteration 0F: 2 clusters Score -183919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -181083.578125 Penalty: 2616.271240
	Iteration 0F: 3 clusters Score -181083.6 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -181774.578125 Penalty: 2616.271240
	Iteration 1F: 3 clusters Score -181774.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -181945.125000 Penalty: 2616.271240
	Iteration 2F: 3 clusters Score -181945.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -182053.156250 Penalty: 2616.271240
	Iteration 3F: 3 clusters Score -182053.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -182145.593750 Penalty: 2616.271240
	Iteration 4Q: 3 clusters Score -182145.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -182213.765625 Penalty: 2616.271240
	Iteration 5Q: 3 clusters Score -182213.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -182264.734375 Penalty: 2616.271240
	Iteration 6Q: 3 clusters Score -182264.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -182315.109375 Penalty: 2616.271240
	Iteration 7Q: 3 clusters Score -182315.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -182360.328125 Penalty: 2616.271240
	Iteration 8Q: 3 clusters Score -182360.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -182404.640625 Penalty: 2616.271240
	Iteration 9Q: 3 clusters Score -182404.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -182439.781250 Penalty: 2616.271240
	Iteration 10Q: 3 clusters Score -182439.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -182478.109375 Penalty: 2616.271240
	Iteration 11Q: 3 clusters Score -182478.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -182525.625000 Penalty: 2616.271240
	Iteration 12Q: 3 clusters Score -182525.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182590.984375 Penalty: 2616.271240
	Iteration 13Q: 3 clusters Score -182591 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -182678.703125 Penalty: 2616.271240
	Iteration 14Q: 3 clusters Score -182678.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182757.515625 Penalty: 2616.271240
	Iteration 15Q: 3 clusters Score -182757.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182817.546875 Penalty: 2616.271240
	Iteration 16Q: 3 clusters Score -182817.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -182852.734375 Penalty: 2616.271240
	Iteration 17Q: 3 clusters Score -182852.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -182876.687500 Penalty: 2616.271240
	Iteration 18Q: 3 clusters Score -182876.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -182896.031250 Penalty: 2616.271240
	Iteration 19Q: 3 clusters Score -182896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -182910.250000 Penalty: 2616.271240
	Iteration 20F: 3 clusters Score -182910.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -182921.203125 Penalty: 2616.271240
	Iteration 21Q: 3 clusters Score -182921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -182932.453125 Penalty: 2616.271240
	Iteration 22Q: 3 clusters Score -182932.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182940.781250 Penalty: 2616.271240
	Iteration 23Q: 3 clusters Score -182940.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -182946.468750 Penalty: 2616.271240
	Iteration 24Q: 3 clusters Score -182946.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -182951.296875 Penalty: 2616.271240
	Iteration 25Q: 3 clusters Score -182951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -182954.328125 Penalty: 2616.271240
	Iteration 26Q: 3 clusters Score -182954.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -182956.281250 Penalty: 2616.271240
	Iteration 27Q: 3 clusters Score -182956.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -182960.046875 Penalty: 2616.271240
	Iteration 28Q: 3 clusters Score -182960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -182962.609375 Penalty: 2616.271240
	Iteration 29Q: 3 clusters Score -182962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182963.796875 Penalty: 2616.271240
	Iteration 30Q: 3 clusters Score -182963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182964.375000 Penalty: 2616.271240
	Iteration 31Q: 3 clusters Score -182964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -182964.375000 Penalty: 2616.271240
	Iteration 32F: 3 clusters Score -182964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13361.335938 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13361.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12526.121094 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12526.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12592.289062 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12592.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12624.204102 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -12624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12633.203125 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12635.624023 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -12635.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12635.624023 Penalty: 1791.864380
	Iteration 5F: 3 clusters Score -12635.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -58771.562500 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -58771.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -57277.640625 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -57277.64 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -57529.457031 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -57529.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57603.542969 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -57603.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -57646.707031 Penalty: 2259.636963
	Iteration 3Q: 3 clusters Score -57646.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -57672.281250 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -57672.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57692.523438 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -57692.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -57707.089844 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -57707.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57714.156250 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -57714.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -57719.007812 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -57719.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -57722.789062 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -57722.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57726.925781 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -57726.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57729.187500 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -57729.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57733.941406 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -57733.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -57738.093750 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -57738.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57739.023438 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -57739.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -57739.378906 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -57739.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57740.171875 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -57740.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -57740.171875 Penalty: 2259.636963
	Iteration 17F: 3 clusters Score -57740.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -34103.101562 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -34103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -32718.207031 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -32718.21 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33196.500000 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -33196.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -33560.367188 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -33560.37 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -33840.402344 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -33840.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -34078.328125 Penalty: 2237.125244
	Iteration 4F: 3 clusters Score -34078.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -34306.433594 Penalty: 2237.125244
	Iteration 5F: 3 clusters Score -34306.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -34437.347656 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -34437.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -34488.785156 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -34488.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -34509.554688 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -34509.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34518.382812 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -34518.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34520.718750 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -34520.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34521.972656 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -34521.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34522.847656 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -34522.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -34523.785156 Penalty: 2237.125244
	Iteration 13F: 3 clusters Score -34523.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34527.484375 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -34527.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34532.714844 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -34532.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -34532.714844 Penalty: 2237.125244
	Iteration 16F: 3 clusters Score -34532.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4351 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3576 members 
Mstep: Class 40 contains 2202 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Mstep: Class 44 contains 393 members 
Entering Unmasked Estep 
Score: -12701380.000000 Penalty: 88393.125000
Splitting cluster 29 changes total score from -12701843.000000 to -12701380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -211106.187500 Penalty: 1324.778931
	Iteration 0F: 2 clusters Score -211106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -208094.281250 Penalty: 2649.557861
	Iteration 0F: 3 clusters Score -208094.3 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -208880.640625 Penalty: 2649.557861
	Iteration 1F: 3 clusters Score -208880.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -209079.531250 Penalty: 2649.557861
	Iteration 2F: 3 clusters Score -209079.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -209223.843750 Penalty: 2649.557861
	Iteration 3F: 3 clusters Score -209223.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -209336.578125 Penalty: 2649.557861
	Iteration 4F: 3 clusters Score -209336.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -209427.234375 Penalty: 2649.557861
	Iteration 5Q: 3 clusters Score -209427.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -209512.421875 Penalty: 2649.557861
	Iteration 6Q: 3 clusters Score -209512.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -209580.828125 Penalty: 2649.557861
	Iteration 7Q: 3 clusters Score -209580.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -209646.281250 Penalty: 2649.557861
	Iteration 8Q: 3 clusters Score -209646.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -209713.781250 Penalty: 2649.557861
	Iteration 9Q: 3 clusters Score -209713.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -209761.453125 Penalty: 2649.557861
	Iteration 10Q: 3 clusters Score -209761.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -209807.046875 Penalty: 2649.557861
	Iteration 11Q: 3 clusters Score -209807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -209845.546875 Penalty: 2649.557861
	Iteration 12Q: 3 clusters Score -209845.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -209878.828125 Penalty: 2649.557861
	Iteration 13Q: 3 clusters Score -209878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -209902.453125 Penalty: 2649.557861
	Iteration 14Q: 3 clusters Score -209902.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -209921.828125 Penalty: 2649.557861
	Iteration 15Q: 3 clusters Score -209921.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -209938.656250 Penalty: 2649.557861
	Iteration 16Q: 3 clusters Score -209938.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -209952.765625 Penalty: 2649.557861
	Iteration 17Q: 3 clusters Score -209952.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -209962.140625 Penalty: 2649.557861
	Iteration 18Q: 3 clusters Score -209962.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -209978.687500 Penalty: 2649.557861
	Iteration 19Q: 3 clusters Score -209978.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -209997.890625 Penalty: 2649.557861
	Iteration 20F: 3 clusters Score -209997.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -210022.937500 Penalty: 2649.557861
	Iteration 21Q: 3 clusters Score -210022.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -210038.921875 Penalty: 2649.557861
	Iteration 22Q: 3 clusters Score -210038.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -210051.421875 Penalty: 2649.557861
	Iteration 23Q: 3 clusters Score -210051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -210059.625000 Penalty: 2649.557861
	Iteration 24Q: 3 clusters Score -210059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -210069.203125 Penalty: 2649.557861
	Iteration 25Q: 3 clusters Score -210069.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -210076.578125 Penalty: 2649.557861
	Iteration 26Q: 3 clusters Score -210076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -210084.921875 Penalty: 2649.557861
	Iteration 27Q: 3 clusters Score -210084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -210092.796875 Penalty: 2649.557861
	Iteration 28Q: 3 clusters Score -210092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -210097.500000 Penalty: 2649.557861
	Iteration 29Q: 3 clusters Score -210097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -210098.593750 Penalty: 2649.557861
	Iteration 30Q: 3 clusters Score -210098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -210105.250000 Penalty: 2649.557861
	Iteration 31Q: 3 clusters Score -210105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -210107.890625 Penalty: 2649.557861
	Iteration 32Q: 3 clusters Score -210107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -210111.593750 Penalty: 2649.557861
	Iteration 33Q: 3 clusters Score -210111.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -210113.312500 Penalty: 2649.557861
	Iteration 34Q: 3 clusters Score -210113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -210114.421875 Penalty: 2649.557861
	Iteration 35Q: 3 clusters Score -210114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -210115.468750 Penalty: 2649.557861
	Iteration 36Q: 3 clusters Score -210115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -210115.890625 Penalty: 2649.557861
	Iteration 37Q: 3 clusters Score -210115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -210116.578125 Penalty: 2649.557861
	Iteration 38Q: 3 clusters Score -210116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -210118.265625 Penalty: 2649.557861
	Iteration 39Q: 3 clusters Score -210118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -210120.031250 Penalty: 2649.557861
	Iteration 40F: 3 clusters Score -210120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -210123.531250 Penalty: 2649.557861
	Iteration 41Q: 3 clusters Score -210123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -210124.984375 Penalty: 2649.557861
	Iteration 42Q: 3 clusters Score -210125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -210127.000000 Penalty: 2649.557861
	Iteration 43Q: 3 clusters Score -210127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -210127.296875 Penalty: 2649.557861
	Iteration 44Q: 3 clusters Score -210127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -210128.828125 Penalty: 2649.557861
	Iteration 45Q: 3 clusters Score -210128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -210129.890625 Penalty: 2649.557861
	Iteration 46Q: 3 clusters Score -210129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -210130.984375 Penalty: 2649.557861
	Iteration 47Q: 3 clusters Score -210131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -210131.328125 Penalty: 2649.557861
	Iteration 48Q: 3 clusters Score -210131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -210131.234375 Penalty: 2649.557861
	Iteration 49Q: 3 clusters Score -210131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -210131.234375 Penalty: 2649.557861
	Iteration 50F: 3 clusters Score -210131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -180705.250000 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -180705.2 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 1938 members 
Entering Unmasked Estep 
Score: -177526.968750 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -177527 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -178768.234375 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -178768.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -179128.625000 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -179128.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -179341.218750 Penalty: 2680.176025
	Iteration 3F: 3 clusters Score -179341.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -179480.281250 Penalty: 2680.176025
	Iteration 4F: 3 clusters Score -179480.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -179584.437500 Penalty: 2680.176025
	Iteration 5Q: 3 clusters Score -179584.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -179669.656250 Penalty: 2680.176025
	Iteration 6Q: 3 clusters Score -179669.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -179740.812500 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -179740.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -179795.218750 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -179795.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -179849.484375 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -179849.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -179905.781250 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -179905.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -179946.531250 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -179946.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -179972.921875 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -179972.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -179988.093750 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -179988.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -180000.234375 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -180000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -180014.171875 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -180014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -180020.281250 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -180020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -180026.828125 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -180026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -180032.484375 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -180032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -180034.796875 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -180034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -180037.187500 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -180037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -180040.203125 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -180040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -180043.609375 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -180043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -180046.500000 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -180046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -180048.921875 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -180048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -180050.015625 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -180050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -180050.359375 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -180050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -180050.359375 Penalty: 2680.176025
	Iteration 27F: 3 clusters Score -180050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -678044.000000 Penalty: 1516.842407
	Iteration 0F: 2 clusters Score -678044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -670080.500000 Penalty: 3033.684814
	Iteration 0F: 3 clusters Score -670080.5 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -672810.250000 Penalty: 3033.684814
	Iteration 1F: 3 clusters Score -672810.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -673066.312500 Penalty: 3033.684814
	Iteration 2F: 3 clusters Score -673066.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -673267.687500 Penalty: 3033.684814
	Iteration 3Q: 3 clusters Score -673267.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -673483.937500 Penalty: 3033.684814
	Iteration 4Q: 3 clusters Score -673483.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -673712.000000 Penalty: 3033.684814
	Iteration 5Q: 3 clusters Score -673712 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -673989.500000 Penalty: 3033.684814
	Iteration 6Q: 3 clusters Score -673989.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -674343.812500 Penalty: 3033.684814
	Iteration 7Q: 3 clusters Score -674343.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -674734.250000 Penalty: 3033.684814
	Iteration 8F: 3 clusters Score -674734.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -675071.687500 Penalty: 3033.684814
	Iteration 9F: 3 clusters Score -675071.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -675347.062500 Penalty: 3033.684814
	Iteration 10Q: 3 clusters Score -675347.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -675552.937500 Penalty: 3033.684814
	Iteration 11Q: 3 clusters Score -675552.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -675703.562500 Penalty: 3033.684814
	Iteration 12Q: 3 clusters Score -675703.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -675826.250000 Penalty: 3033.684814
	Iteration 13Q: 3 clusters Score -675826.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -675951.875000 Penalty: 3033.684814
	Iteration 14Q: 3 clusters Score -675951.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -676075.687500 Penalty: 3033.684814
	Iteration 15Q: 3 clusters Score -676075.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -676189.437500 Penalty: 3033.684814
	Iteration 16Q: 3 clusters Score -676189.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -676282.187500 Penalty: 3033.684814
	Iteration 17Q: 3 clusters Score -676282.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -676363.000000 Penalty: 3033.684814
	Iteration 18Q: 3 clusters Score -676363 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -676425.875000 Penalty: 3033.684814
	Iteration 19Q: 3 clusters Score -676425.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -676488.750000 Penalty: 3033.684814
	Iteration 20F: 3 clusters Score -676488.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -676529.000000 Penalty: 3033.684814
	Iteration 21Q: 3 clusters Score -676529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -676550.687500 Penalty: 3033.684814
	Iteration 22Q: 3 clusters Score -676550.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -676569.875000 Penalty: 3033.684814
	Iteration 23Q: 3 clusters Score -676569.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -676588.500000 Penalty: 3033.684814
	Iteration 24Q: 3 clusters Score -676588.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -676600.562500 Penalty: 3033.684814
	Iteration 25Q: 3 clusters Score -676600.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -676613.437500 Penalty: 3033.684814
	Iteration 26Q: 3 clusters Score -676613.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -676628.562500 Penalty: 3033.684814
	Iteration 27Q: 3 clusters Score -676628.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -676639.812500 Penalty: 3033.684814
	Iteration 28Q: 3 clusters Score -676639.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -676654.625000 Penalty: 3033.684814
	Iteration 29Q: 3 clusters Score -676654.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -676673.187500 Penalty: 3033.684814
	Iteration 30Q: 3 clusters Score -676673.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -676682.937500 Penalty: 3033.684814
	Iteration 31Q: 3 clusters Score -676682.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -676691.500000 Penalty: 3033.684814
	Iteration 32Q: 3 clusters Score -676691.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -676699.125000 Penalty: 3033.684814
	Iteration 33Q: 3 clusters Score -676699.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -676708.062500 Penalty: 3033.684814
	Iteration 34Q: 3 clusters Score -676708.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -676715.000000 Penalty: 3033.684814
	Iteration 35Q: 3 clusters Score -676715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -676725.687500 Penalty: 3033.684814
	Iteration 36Q: 3 clusters Score -676725.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -676732.500000 Penalty: 3033.684814
	Iteration 37Q: 3 clusters Score -676732.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -676739.625000 Penalty: 3033.684814
	Iteration 38Q: 3 clusters Score -676739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -676743.437500 Penalty: 3033.684814
	Iteration 39Q: 3 clusters Score -676743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -676744.875000 Penalty: 3033.684814
	Iteration 40F: 3 clusters Score -676744.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -676750.437500 Penalty: 3033.684814
	Iteration 41Q: 3 clusters Score -676750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -676751.687500 Penalty: 3033.684814
	Iteration 42Q: 3 clusters Score -676751.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -676752.750000 Penalty: 3033.684814
	Iteration 43Q: 3 clusters Score -676752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -676756.625000 Penalty: 3033.684814
	Iteration 44Q: 3 clusters Score -676756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -676760.500000 Penalty: 3033.684814
	Iteration 45Q: 3 clusters Score -676760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -676761.000000 Penalty: 3033.684814
	Iteration 46Q: 3 clusters Score -676761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -676764.312500 Penalty: 3033.684814
	Iteration 47Q: 3 clusters Score -676764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -676766.812500 Penalty: 3033.684814
	Iteration 48Q: 3 clusters Score -676766.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -676768.062500 Penalty: 3033.684814
	Iteration 49Q: 3 clusters Score -676768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -676768.937500 Penalty: 3033.684814
	Iteration 50Q: 3 clusters Score -676768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -676770.687500 Penalty: 3033.684814
	Iteration 51Q: 3 clusters Score -676770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -676770.750000 Penalty: 3033.684814
	Iteration 52Q: 3 clusters Score -676770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -676772.250000 Penalty: 3033.684814
	Iteration 53Q: 3 clusters Score -676772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -676771.312500 Penalty: 3033.684814
	Iteration 54Q: 3 clusters Score -676771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -676773.250000 Penalty: 3033.684814
	Iteration 55Q: 3 clusters Score -676773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -676774.250000 Penalty: 3033.684814
	Iteration 56Q: 3 clusters Score -676774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -676775.125000 Penalty: 3033.684814
	Iteration 57Q: 3 clusters Score -676775.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -676774.687500 Penalty: 3033.684814
	Iteration 58Q: 3 clusters Score -676774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -676777.562500 Penalty: 3033.684814
	Iteration 59Q: 3 clusters Score -676777.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -676778.437500 Penalty: 3033.684814
	Iteration 60F: 3 clusters Score -676778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -676777.437500 Penalty: 3033.684814
	Iteration 61Q: 3 clusters Score -676777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -676778.625000 Penalty: 3033.684814
	Iteration 62Q: 3 clusters Score -676778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -676779.562500 Penalty: 3033.684814
	Iteration 63Q: 3 clusters Score -676779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -676779.437500 Penalty: 3033.684814
	Iteration 64Q: 3 clusters Score -676779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -676781.187500 Penalty: 3033.684814
	Iteration 65Q: 3 clusters Score -676781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -676780.937500 Penalty: 3033.684814
	Iteration 66Q: 3 clusters Score -676780.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -676780.875000 Penalty: 3033.684814
	Iteration 67Q: 3 clusters Score -676780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -676780.875000 Penalty: 3033.684814
	Iteration 68F: 3 clusters Score -676780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -40161.011719 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -40161.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38919.457031 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -38919.46 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39143.863281 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -39143.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39214.089844 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -39214.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39245.785156 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -39245.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39270.304688 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -39270.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -39285.078125 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -39285.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39290.703125 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -39290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39298.929688 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -39298.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -39312.164062 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -39312.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39323.808594 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -39323.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39329.769531 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -39329.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -39337.796875 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -39337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -39343.308594 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -39343.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -39350.238281 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -39350.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39359.859375 Penalty: 2149.349854
	Iteration 14Q: 3 clusters Score -39359.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39362.203125 Penalty: 2149.349854
	Iteration 15Q: 3 clusters Score -39362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39362.660156 Penalty: 2149.349854
	Iteration 16Q: 3 clusters Score -39362.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -39364.089844 Penalty: 2149.349854
	Iteration 17Q: 3 clusters Score -39364.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39365.851562 Penalty: 2149.349854
	Iteration 18Q: 3 clusters Score -39365.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -39365.851562 Penalty: 2149.349854
	Iteration 19F: 3 clusters Score -39365.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -153644.718750 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -153644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -151119.078125 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -151119.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -151683.703125 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -151683.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -151804.437500 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -151804.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -151895.890625 Penalty: 2568.908936
	Iteration 3F: 3 clusters Score -151895.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -151945.187500 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -151945.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -151974.859375 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -151974.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -151997.187500 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -151997.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -152018.406250 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -152018.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -152047.187500 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -152047.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -152065.718750 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -152065.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -152081.453125 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -152081.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -152098.921875 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -152098.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -152119.140625 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -152119.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -152151.140625 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -152151.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -152180.968750 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -152181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -152209.703125 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -152209.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -152235.468750 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -152235.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -152269.609375 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -152269.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -152300.718750 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -152300.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -152325.562500 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -152325.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -152350.062500 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -152350.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -152375.796875 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -152375.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -152393.250000 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -152393.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -152413.531250 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -152413.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -152430.937500 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -152430.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -152460.718750 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -152460.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -152479.812500 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -152479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -152492.187500 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -152492.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -152510.562500 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -152510.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -152533.875000 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -152533.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -152549.171875 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -152549.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -152564.359375 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -152564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -152572.078125 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -152572.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -152580.859375 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -152580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -152587.765625 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -152587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -152590.906250 Penalty: 2568.908936
	Iteration 35Q: 3 clusters Score -152590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -152593.546875 Penalty: 2568.908936
	Iteration 36Q: 3 clusters Score -152593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -152595.453125 Penalty: 2568.908936
	Iteration 37Q: 3 clusters Score -152595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -152597.625000 Penalty: 2568.908936
	Iteration 38Q: 3 clusters Score -152597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -152600.328125 Penalty: 2568.908936
	Iteration 39Q: 3 clusters Score -152600.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -152600.156250 Penalty: 2568.908936
	Iteration 40F: 3 clusters Score -152600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -243493.093750 Penalty: 1361.451172
	Iteration 0F: 2 clusters Score -243493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -239871.000000 Penalty: 2722.902344
	Iteration 0F: 3 clusters Score -239871 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -240957.437500 Penalty: 2722.902344
	Iteration 1F: 3 clusters Score -240957.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -241286.484375 Penalty: 2722.902344
	Iteration 2F: 3 clusters Score -241286.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -241553.765625 Penalty: 2722.902344
	Iteration 3F: 3 clusters Score -241553.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -241740.625000 Penalty: 2722.902344
	Iteration 4F: 3 clusters Score -241740.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -241885.578125 Penalty: 2722.902344
	Iteration 5Q: 3 clusters Score -241885.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -242020.843750 Penalty: 2722.902344
	Iteration 6Q: 3 clusters Score -242020.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -242154.875000 Penalty: 2722.902344
	Iteration 7Q: 3 clusters Score -242154.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -242289.328125 Penalty: 2722.902344
	Iteration 8Q: 3 clusters Score -242289.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -242401.421875 Penalty: 2722.902344
	Iteration 9Q: 3 clusters Score -242401.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -242496.078125 Penalty: 2722.902344
	Iteration 10Q: 3 clusters Score -242496.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -242545.750000 Penalty: 2722.902344
	Iteration 11Q: 3 clusters Score -242545.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -242580.968750 Penalty: 2722.902344
	Iteration 12Q: 3 clusters Score -242581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -242608.812500 Penalty: 2722.902344
	Iteration 13Q: 3 clusters Score -242608.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -242629.000000 Penalty: 2722.902344
	Iteration 14Q: 3 clusters Score -242629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -242647.406250 Penalty: 2722.902344
	Iteration 15Q: 3 clusters Score -242647.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -242663.687500 Penalty: 2722.902344
	Iteration 16Q: 3 clusters Score -242663.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -242672.812500 Penalty: 2722.902344
	Iteration 17Q: 3 clusters Score -242672.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -242680.796875 Penalty: 2722.902344
	Iteration 18Q: 3 clusters Score -242680.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -242690.578125 Penalty: 2722.902344
	Iteration 19Q: 3 clusters Score -242690.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -242699.718750 Penalty: 2722.902344
	Iteration 20F: 3 clusters Score -242699.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -242703.984375 Penalty: 2722.902344
	Iteration 21Q: 3 clusters Score -242704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -242706.984375 Penalty: 2722.902344
	Iteration 22Q: 3 clusters Score -242707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -242710.656250 Penalty: 2722.902344
	Iteration 23Q: 3 clusters Score -242710.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -242713.593750 Penalty: 2722.902344
	Iteration 24Q: 3 clusters Score -242713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -242716.562500 Penalty: 2722.902344
	Iteration 25Q: 3 clusters Score -242716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -242718.406250 Penalty: 2722.902344
	Iteration 26Q: 3 clusters Score -242718.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -242720.921875 Penalty: 2722.902344
	Iteration 27Q: 3 clusters Score -242720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -242723.500000 Penalty: 2722.902344
	Iteration 28Q: 3 clusters Score -242723.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -242724.625000 Penalty: 2722.902344
	Iteration 29Q: 3 clusters Score -242724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -242725.015625 Penalty: 2722.902344
	Iteration 30Q: 3 clusters Score -242725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -242725.578125 Penalty: 2722.902344
	Iteration 31Q: 3 clusters Score -242725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -242725.328125 Penalty: 2722.902344
	Iteration 32Q: 3 clusters Score -242725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -242725.953125 Penalty: 2722.902344
	Iteration 33Q: 3 clusters Score -242726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -242725.953125 Penalty: 2722.902344
	Iteration 34F: 3 clusters Score -242726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -21812.607422 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -21812.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20790.664062 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -20790.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20967.931641 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -20967.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20994.941406 Penalty: 1972.989746
	Iteration 2Q: 3 clusters Score -20994.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21025.710938 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -21025.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21033.865234 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -21033.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21039.052734 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -21039.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21045.371094 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -21045.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21053.111328 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -21053.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21058.410156 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -21058.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21060.300781 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -21060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21065.445312 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -21065.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21070.708984 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -21070.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21071.314453 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -21071.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21072.318359 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -21072.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21072.318359 Penalty: 1972.989746
	Iteration 14F: 3 clusters Score -21072.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -457677.968750 Penalty: 1452.340698
	Iteration 0F: 2 clusters Score -457678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -451962.656250 Penalty: 2904.681396
	Iteration 0F: 3 clusters Score -451962.7 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -453672.031250 Penalty: 2904.681396
	Iteration 1F: 3 clusters Score -453672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -453876.843750 Penalty: 2904.681396
	Iteration 2F: 3 clusters Score -453876.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -454021.093750 Penalty: 2904.681396
	Iteration 3Q: 3 clusters Score -454021.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -454128.718750 Penalty: 2904.681396
	Iteration 4Q: 3 clusters Score -454128.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -454224.468750 Penalty: 2904.681396
	Iteration 5Q: 3 clusters Score -454224.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -454312.468750 Penalty: 2904.681396
	Iteration 6Q: 3 clusters Score -454312.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -454414.968750 Penalty: 2904.681396
	Iteration 7Q: 3 clusters Score -454415 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -454530.375000 Penalty: 2904.681396
	Iteration 8Q: 3 clusters Score -454530.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -454673.218750 Penalty: 2904.681396
	Iteration 9Q: 3 clusters Score -454673.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -454811.281250 Penalty: 2904.681396
	Iteration 10Q: 3 clusters Score -454811.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -454954.250000 Penalty: 2904.681396
	Iteration 11Q: 3 clusters Score -454954.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -455110.625000 Penalty: 2904.681396
	Iteration 12Q: 3 clusters Score -455110.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -455298.531250 Penalty: 2904.681396
	Iteration 13Q: 3 clusters Score -455298.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -455514.531250 Penalty: 2904.681396
	Iteration 14Q: 3 clusters Score -455514.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -455727.125000 Penalty: 2904.681396
	Iteration 15Q: 3 clusters Score -455727.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -455936.156250 Penalty: 2904.681396
	Iteration 16Q: 3 clusters Score -455936.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -456120.125000 Penalty: 2904.681396
	Iteration 17Q: 3 clusters Score -456120.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -456234.031250 Penalty: 2904.681396
	Iteration 18Q: 3 clusters Score -456234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -456304.687500 Penalty: 2904.681396
	Iteration 19Q: 3 clusters Score -456304.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -456342.312500 Penalty: 2904.681396
	Iteration 20F: 3 clusters Score -456342.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -456373.000000 Penalty: 2904.681396
	Iteration 21Q: 3 clusters Score -456373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -456392.218750 Penalty: 2904.681396
	Iteration 22Q: 3 clusters Score -456392.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -456406.781250 Penalty: 2904.681396
	Iteration 23Q: 3 clusters Score -456406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -456419.062500 Penalty: 2904.681396
	Iteration 24Q: 3 clusters Score -456419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -456426.281250 Penalty: 2904.681396
	Iteration 25Q: 3 clusters Score -456426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -456433.781250 Penalty: 2904.681396
	Iteration 26Q: 3 clusters Score -456433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -456443.187500 Penalty: 2904.681396
	Iteration 27Q: 3 clusters Score -456443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -456443.468750 Penalty: 2904.681396
	Iteration 28Q: 3 clusters Score -456443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -456445.156250 Penalty: 2904.681396
	Iteration 29Q: 3 clusters Score -456445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -456447.093750 Penalty: 2904.681396
	Iteration 30Q: 3 clusters Score -456447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -456447.093750 Penalty: 2904.681396
	Iteration 31F: 3 clusters Score -456447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -77313.648438 Penalty: 1167.502197
	Iteration 0F: 2 clusters Score -77313.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -75633.476562 Penalty: 2335.004395
	Iteration 0F: 3 clusters Score -75633.48 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75963.960938 Penalty: 2335.004395
	Iteration 1F: 3 clusters Score -75963.96 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76040.226562 Penalty: 2335.004395
	Iteration 2F: 3 clusters Score -76040.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -76076.914062 Penalty: 2335.004395
	Iteration 3Q: 3 clusters Score -76076.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76098.187500 Penalty: 2335.004395
	Iteration 4Q: 3 clusters Score -76098.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -76113.085938 Penalty: 2335.004395
	Iteration 5Q: 3 clusters Score -76113.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -76126.734375 Penalty: 2335.004395
	Iteration 6Q: 3 clusters Score -76126.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -76136.765625 Penalty: 2335.004395
	Iteration 7Q: 3 clusters Score -76136.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -76141.812500 Penalty: 2335.004395
	Iteration 8Q: 3 clusters Score -76141.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -76150.367188 Penalty: 2335.004395
	Iteration 9Q: 3 clusters Score -76150.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76161.617188 Penalty: 2335.004395
	Iteration 10Q: 3 clusters Score -76161.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -76165.656250 Penalty: 2335.004395
	Iteration 11Q: 3 clusters Score -76165.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76169.343750 Penalty: 2335.004395
	Iteration 12Q: 3 clusters Score -76169.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76174.515625 Penalty: 2335.004395
	Iteration 13Q: 3 clusters Score -76174.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -76177.382812 Penalty: 2335.004395
	Iteration 14Q: 3 clusters Score -76177.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -76179.523438 Penalty: 2335.004395
	Iteration 15Q: 3 clusters Score -76179.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -76184.804688 Penalty: 2335.004395
	Iteration 16Q: 3 clusters Score -76184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -76187.515625 Penalty: 2335.004395
	Iteration 17Q: 3 clusters Score -76187.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -76188.843750 Penalty: 2335.004395
	Iteration 18Q: 3 clusters Score -76188.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -76191.054688 Penalty: 2335.004395
	Iteration 19Q: 3 clusters Score -76191.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -76192.523438 Penalty: 2335.004395
	Iteration 20F: 3 clusters Score -76192.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -168157.984375 Penalty: 1329.575073
	Iteration 0F: 2 clusters Score -168158 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 1776 members 
Entering Unmasked Estep 
Score: -165091.234375 Penalty: 2659.150146
	Iteration 0F: 3 clusters Score -165091.2 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -165927.125000 Penalty: 2659.150146
	Iteration 1F: 3 clusters Score -165927.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -166267.500000 Penalty: 2659.150146
	Iteration 2F: 3 clusters Score -166267.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -166540.890625 Penalty: 2659.150146
	Iteration 3F: 3 clusters Score -166540.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -166756.031250 Penalty: 2659.150146
	Iteration 4F: 3 clusters Score -166756 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -166960.640625 Penalty: 2659.150146
	Iteration 5F: 3 clusters Score -166960.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -167145.812500 Penalty: 2659.150146
	Iteration 6F: 3 clusters Score -167145.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -167273.609375 Penalty: 2659.150146
	Iteration 7Q: 3 clusters Score -167273.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -167363.062500 Penalty: 2659.150146
	Iteration 8Q: 3 clusters Score -167363.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -167428.000000 Penalty: 2659.150146
	Iteration 9Q: 3 clusters Score -167428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -167468.531250 Penalty: 2659.150146
	Iteration 10Q: 3 clusters Score -167468.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -167494.078125 Penalty: 2659.150146
	Iteration 11Q: 3 clusters Score -167494.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -167518.343750 Penalty: 2659.150146
	Iteration 12Q: 3 clusters Score -167518.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -167527.140625 Penalty: 2659.150146
	Iteration 13Q: 3 clusters Score -167527.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -167534.671875 Penalty: 2659.150146
	Iteration 14Q: 3 clusters Score -167534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -167540.187500 Penalty: 2659.150146
	Iteration 15Q: 3 clusters Score -167540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -167543.937500 Penalty: 2659.150146
	Iteration 16Q: 3 clusters Score -167543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -167545.593750 Penalty: 2659.150146
	Iteration 17Q: 3 clusters Score -167545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -167546.546875 Penalty: 2659.150146
	Iteration 18Q: 3 clusters Score -167546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -167547.703125 Penalty: 2659.150146
	Iteration 19Q: 3 clusters Score -167547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -167548.609375 Penalty: 2659.150146
	Iteration 20F: 3 clusters Score -167548.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -167548.703125 Penalty: 2659.150146
	Iteration 21Q: 3 clusters Score -167548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -167549.281250 Penalty: 2659.150146
	Iteration 22Q: 3 clusters Score -167549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -167549.812500 Penalty: 2659.150146
	Iteration 23Q: 3 clusters Score -167549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -167550.281250 Penalty: 2659.150146
	Iteration 24Q: 3 clusters Score -167550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -167549.984375 Penalty: 2659.150146
	Iteration 25Q: 3 clusters Score -167550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -167550.375000 Penalty: 2659.150146
	Iteration 26Q: 3 clusters Score -167550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -167550.953125 Penalty: 2659.150146
	Iteration 27Q: 3 clusters Score -167551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -167551.031250 Penalty: 2659.150146
	Iteration 28Q: 3 clusters Score -167551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -167551.546875 Penalty: 2659.150146
	Iteration 29Q: 3 clusters Score -167551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -167552.906250 Penalty: 2659.150146
	Iteration 30Q: 3 clusters Score -167552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -167553.468750 Penalty: 2659.150146
	Iteration 31Q: 3 clusters Score -167553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -167554.250000 Penalty: 2659.150146
	Iteration 32Q: 3 clusters Score -167554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -167554.281250 Penalty: 2659.150146
	Iteration 33Q: 3 clusters Score -167554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -167554.281250 Penalty: 2659.150146
	Iteration 34F: 3 clusters Score -167554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -125870.773438 Penalty: 1250.782227
	Iteration 0F: 2 clusters Score -125870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -123668.296875 Penalty: 2501.564453
	Iteration 0F: 3 clusters Score -123668.3 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -124190.367188 Penalty: 2501.564453
	Iteration 1F: 3 clusters Score -124190.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -124305.679688 Penalty: 2501.564453
	Iteration 2F: 3 clusters Score -124305.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -124386.687500 Penalty: 2501.564453
	Iteration 3Q: 3 clusters Score -124386.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -124458.460938 Penalty: 2501.564453
	Iteration 4Q: 3 clusters Score -124458.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -124528.242188 Penalty: 2501.564453
	Iteration 5Q: 3 clusters Score -124528.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -124589.992188 Penalty: 2501.564453
	Iteration 6Q: 3 clusters Score -124590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124655.593750 Penalty: 2501.564453
	Iteration 7Q: 3 clusters Score -124655.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -124705.820312 Penalty: 2501.564453
	Iteration 8Q: 3 clusters Score -124705.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124758.125000 Penalty: 2501.564453
	Iteration 9Q: 3 clusters Score -124758.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124811.351562 Penalty: 2501.564453
	Iteration 10Q: 3 clusters Score -124811.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124850.906250 Penalty: 2501.564453
	Iteration 11Q: 3 clusters Score -124850.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124899.210938 Penalty: 2501.564453
	Iteration 12Q: 3 clusters Score -124899.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124940.093750 Penalty: 2501.564453
	Iteration 13Q: 3 clusters Score -124940.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -124992.960938 Penalty: 2501.564453
	Iteration 14Q: 3 clusters Score -124993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -125033.859375 Penalty: 2501.564453
	Iteration 15Q: 3 clusters Score -125033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125065.890625 Penalty: 2501.564453
	Iteration 16Q: 3 clusters Score -125065.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125093.203125 Penalty: 2501.564453
	Iteration 17Q: 3 clusters Score -125093.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -125113.312500 Penalty: 2501.564453
	Iteration 18Q: 3 clusters Score -125113.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125127.093750 Penalty: 2501.564453
	Iteration 19Q: 3 clusters Score -125127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125143.546875 Penalty: 2501.564453
	Iteration 20F: 3 clusters Score -125143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -125153.210938 Penalty: 2501.564453
	Iteration 21Q: 3 clusters Score -125153.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125162.375000 Penalty: 2501.564453
	Iteration 22Q: 3 clusters Score -125162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125165.500000 Penalty: 2501.564453
	Iteration 23Q: 3 clusters Score -125165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125166.546875 Penalty: 2501.564453
	Iteration 24Q: 3 clusters Score -125166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125168.179688 Penalty: 2501.564453
	Iteration 25Q: 3 clusters Score -125168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125169.960938 Penalty: 2501.564453
	Iteration 26Q: 3 clusters Score -125170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -125172.140625 Penalty: 2501.564453
	Iteration 27Q: 3 clusters Score -125172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -125174.640625 Penalty: 2501.564453
	Iteration 28Q: 3 clusters Score -125174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -125175.093750 Penalty: 2501.564453
	Iteration 29Q: 3 clusters Score -125175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -125175.093750 Penalty: 2501.564453
	Iteration 30F: 3 clusters Score -125175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -114161.875000 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -114161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -112102.000000 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -112102 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -112534.804688 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -112534.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -112630.671875 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -112630.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -112680.578125 Penalty: 2466.698486
	Iteration 3Q: 3 clusters Score -112680.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -112706.570312 Penalty: 2466.698486
	Iteration 4Q: 3 clusters Score -112706.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -112730.320312 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -112730.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -112754.539062 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -112754.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -112771.375000 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -112771.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -112782.734375 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -112782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -112791.429688 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -112791.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -112801.367188 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -112801.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -112809.718750 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -112809.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -112820.726562 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -112820.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -112826.484375 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -112826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -112832.007812 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -112832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -112837.171875 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -112837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -112839.406250 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -112839.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -112841.320312 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -112841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -112842.429688 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -112842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -112844.140625 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -112844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -112844.500000 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -112844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -144188.968750 Penalty: 1272.444214
	Iteration 0F: 2 clusters Score -144189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -141768.015625 Penalty: 2544.888428
	Iteration 0F: 3 clusters Score -141768 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -142323.468750 Penalty: 2544.888428
	Iteration 1F: 3 clusters Score -142323.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -142452.406250 Penalty: 2544.888428
	Iteration 2F: 3 clusters Score -142452.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -142518.515625 Penalty: 2544.888428
	Iteration 3Q: 3 clusters Score -142518.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -142551.609375 Penalty: 2544.888428
	Iteration 4Q: 3 clusters Score -142551.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -142581.734375 Penalty: 2544.888428
	Iteration 5Q: 3 clusters Score -142581.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -142606.406250 Penalty: 2544.888428
	Iteration 6Q: 3 clusters Score -142606.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -142622.359375 Penalty: 2544.888428
	Iteration 7Q: 3 clusters Score -142622.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -142633.515625 Penalty: 2544.888428
	Iteration 8Q: 3 clusters Score -142633.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -142641.890625 Penalty: 2544.888428
	Iteration 9Q: 3 clusters Score -142641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -142646.109375 Penalty: 2544.888428
	Iteration 10Q: 3 clusters Score -142646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -142650.484375 Penalty: 2544.888428
	Iteration 11Q: 3 clusters Score -142650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -142654.609375 Penalty: 2544.888428
	Iteration 12Q: 3 clusters Score -142654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -142659.562500 Penalty: 2544.888428
	Iteration 13Q: 3 clusters Score -142659.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -142665.453125 Penalty: 2544.888428
	Iteration 14Q: 3 clusters Score -142665.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -142672.187500 Penalty: 2544.888428
	Iteration 15Q: 3 clusters Score -142672.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -142675.578125 Penalty: 2544.888428
	Iteration 16Q: 3 clusters Score -142675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -142677.281250 Penalty: 2544.888428
	Iteration 17Q: 3 clusters Score -142677.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -142678.890625 Penalty: 2544.888428
	Iteration 18Q: 3 clusters Score -142678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -142679.078125 Penalty: 2544.888428
	Iteration 19Q: 3 clusters Score -142679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -142679.250000 Penalty: 2544.888428
	Iteration 20F: 3 clusters Score -142679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -119822.000000 Penalty: 1250.486694
	Iteration 0F: 2 clusters Score -119822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -117596.648438 Penalty: 2500.973389
	Iteration 0F: 3 clusters Score -117596.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -118086.195312 Penalty: 2500.973389
	Iteration 1F: 3 clusters Score -118086.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -118223.164062 Penalty: 2500.973389
	Iteration 2F: 3 clusters Score -118223.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -118333.578125 Penalty: 2500.973389
	Iteration 3F: 3 clusters Score -118333.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -118429.554688 Penalty: 2500.973389
	Iteration 4Q: 3 clusters Score -118429.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -118521.695312 Penalty: 2500.973389
	Iteration 5F: 3 clusters Score -118521.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -118601.429688 Penalty: 2500.973389
	Iteration 6Q: 3 clusters Score -118601.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -118690.351562 Penalty: 2500.973389
	Iteration 7Q: 3 clusters Score -118690.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -118778.640625 Penalty: 2500.973389
	Iteration 8Q: 3 clusters Score -118778.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -118884.695312 Penalty: 2500.973389
	Iteration 9Q: 3 clusters Score -118884.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -118989.742188 Penalty: 2500.973389
	Iteration 10Q: 3 clusters Score -118989.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -119092.156250 Penalty: 2500.973389
	Iteration 11Q: 3 clusters Score -119092.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -119234.953125 Penalty: 2500.973389
	Iteration 12Q: 3 clusters Score -119235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -119391.882812 Penalty: 2500.973389
	Iteration 13Q: 3 clusters Score -119391.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -119588.335938 Penalty: 2500.973389
	Iteration 14Q: 3 clusters Score -119588.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -119686.445312 Penalty: 2500.973389
	Iteration 15Q: 3 clusters Score -119686.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -119713.492188 Penalty: 2500.973389
	Iteration 16Q: 3 clusters Score -119713.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119720.984375 Penalty: 2500.973389
	Iteration 17Q: 3 clusters Score -119721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -119722.070312 Penalty: 2500.973389
	Iteration 18Q: 3 clusters Score -119722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -119722.593750 Penalty: 2500.973389
	Iteration 19Q: 3 clusters Score -119722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -119722.640625 Penalty: 2500.973389
	Iteration 20F: 3 clusters Score -119722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4351 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3576 members 
Mstep: Class 40 contains 2202 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701833.000000 Penalty: 86384.187500
Iteration 199Q: 44 clusters Score -1.270183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7879 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 976 members 
Mstep: Class 30 contains 3471 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4350 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3575 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701843.000000 Penalty: 86384.187500
Iteration 200F: 44 clusters Score -1.270184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7880 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3471 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4348 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3576 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701842.000000 Penalty: 86384.187500
Iteration 201Q: 44 clusters Score -1.270184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4346 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1319 members 
Mstep: Class 39 contains 3574 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 1978 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701846.000000 Penalty: 86384.187500
Iteration 202Q: 44 clusters Score -1.270185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25631 members 
Mstep: Class 10 contains 12543 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3134 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3578 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 1977 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701861.000000 Penalty: 86384.187500
Iteration 203Q: 44 clusters Score -1.270186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8067 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25630 members 
Mstep: Class 10 contains 12543 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3133 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3579 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 1976 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701849.000000 Penalty: 86384.187500
Iteration 204Q: 44 clusters Score -1.270185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25628 members 
Mstep: Class 10 contains 12543 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701858.000000 Penalty: 86384.187500
Iteration 205Q: 44 clusters Score -1.270186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25628 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3584 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701868.000000 Penalty: 86384.187500
Iteration 206Q: 44 clusters Score -1.270187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25628 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701867.000000 Penalty: 86384.187500
Iteration 207Q: 44 clusters Score -1.270187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11335 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 17978 members 
Mstep: Class 9 contains 25628 members 
Mstep: Class 10 contains 12542 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 1433 members 
Mstep: Class 17 contains 1227 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 7955 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 7882 members 
Mstep: Class 26 contains 3132 members 
Mstep: Class 27 contains 248 members 
Mstep: Class 28 contains 1046 members 
Mstep: Class 29 contains 977 members 
Mstep: Class 30 contains 3472 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 2709 members 
Mstep: Class 35 contains 4344 members 
Mstep: Class 36 contains 433 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 3583 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 2516 members 
Mstep: Class 43 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701867.000000 Penalty: 86384.187500
Iteration 208F: 44 clusters Score -1.270187e+07 nChanged 0
Entering ConstructFrom: 
Score: -12701867.000000 Penalty: 86384.187500
Entering ConstructFrom: 
Trying to split cluster 1 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -108441.851562 Penalty: 1232.525635
	Iteration 0F: 2 clusters Score -108441.9 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 994 members 
Entering Unmasked Estep 
Score: -106362.179688 Penalty: 2465.051270
	Iteration 0F: 3 clusters Score -106362.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -106761.062500 Penalty: 2465.051270
	Iteration 1F: 3 clusters Score -106761.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -106863.875000 Penalty: 2465.051270
	Iteration 2F: 3 clusters Score -106863.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -106924.679688 Penalty: 2465.051270
	Iteration 3Q: 3 clusters Score -106924.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -106961.835938 Penalty: 2465.051270
	Iteration 4Q: 3 clusters Score -106961.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106995.187500 Penalty: 2465.051270
	Iteration 5Q: 3 clusters Score -106995.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -107020.296875 Penalty: 2465.051270
	Iteration 6Q: 3 clusters Score -107020.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -107035.375000 Penalty: 2465.051270
	Iteration 7Q: 3 clusters Score -107035.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107046.578125 Penalty: 2465.051270
	Iteration 8Q: 3 clusters Score -107046.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -107053.914062 Penalty: 2465.051270
	Iteration 9Q: 3 clusters Score -107053.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -107060.914062 Penalty: 2465.051270
	Iteration 10Q: 3 clusters Score -107060.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -107067.039062 Penalty: 2465.051270
	Iteration 11Q: 3 clusters Score -107067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -107071.914062 Penalty: 2465.051270
	Iteration 12Q: 3 clusters Score -107071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -107079.312500 Penalty: 2465.051270
	Iteration 13Q: 3 clusters Score -107079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -107084.078125 Penalty: 2465.051270
	Iteration 14Q: 3 clusters Score -107084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -107090.531250 Penalty: 2465.051270
	Iteration 15Q: 3 clusters Score -107090.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107099.023438 Penalty: 2465.051270
	Iteration 16Q: 3 clusters Score -107099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -107105.710938 Penalty: 2465.051270
	Iteration 17Q: 3 clusters Score -107105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107112.445312 Penalty: 2465.051270
	Iteration 18Q: 3 clusters Score -107112.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -107123.226562 Penalty: 2465.051270
	Iteration 19Q: 3 clusters Score -107123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -107131.500000 Penalty: 2465.051270
	Iteration 20F: 3 clusters Score -107131.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -107141.226562 Penalty: 2465.051270
	Iteration 21Q: 3 clusters Score -107141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -107147.085938 Penalty: 2465.051270
	Iteration 22Q: 3 clusters Score -107147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -107156.789062 Penalty: 2465.051270
	Iteration 23Q: 3 clusters Score -107156.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107165.085938 Penalty: 2465.051270
	Iteration 24Q: 3 clusters Score -107165.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -107171.804688 Penalty: 2465.051270
	Iteration 25Q: 3 clusters Score -107171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -107177.468750 Penalty: 2465.051270
	Iteration 26Q: 3 clusters Score -107177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -107183.273438 Penalty: 2465.051270
	Iteration 27Q: 3 clusters Score -107183.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -107189.953125 Penalty: 2465.051270
	Iteration 28Q: 3 clusters Score -107190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -107199.078125 Penalty: 2465.051270
	Iteration 29Q: 3 clusters Score -107199.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -107204.187500 Penalty: 2465.051270
	Iteration 30Q: 3 clusters Score -107204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -107208.984375 Penalty: 2465.051270
	Iteration 31Q: 3 clusters Score -107209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -107213.945312 Penalty: 2465.051270
	Iteration 32Q: 3 clusters Score -107213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -107216.015625 Penalty: 2465.051270
	Iteration 33Q: 3 clusters Score -107216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -107216.820312 Penalty: 2465.051270
	Iteration 34Q: 3 clusters Score -107216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -107217.570312 Penalty: 2465.051270
	Iteration 35Q: 3 clusters Score -107217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -107218.718750 Penalty: 2465.051270
	Iteration 36Q: 3 clusters Score -107218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -107219.007812 Penalty: 2465.051270
	Iteration 37Q: 3 clusters Score -107219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -107220.742188 Penalty: 2465.051270
	Iteration 38Q: 3 clusters Score -107220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -107222.265625 Penalty: 2465.051270
	Iteration 39Q: 3 clusters Score -107222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -107223.367188 Penalty: 2465.051270
	Iteration 40F: 3 clusters Score -107223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -659253.250000 Penalty: 1517.043213
	Iteration 0F: 2 clusters Score -659253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -651289.875000 Penalty: 3034.086426
	Iteration 0F: 3 clusters Score -651289.9 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -653993.562500 Penalty: 3034.086426
	Iteration 1F: 3 clusters Score -653993.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -654286.937500 Penalty: 3034.086426
	Iteration 2F: 3 clusters Score -654286.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -654571.000000 Penalty: 3034.086426
	Iteration 3F: 3 clusters Score -654571 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -654879.687500 Penalty: 3034.086426
	Iteration 4F: 3 clusters Score -654879.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -655294.312500 Penalty: 3034.086426
	Iteration 5F: 3 clusters Score -655294.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -655795.437500 Penalty: 3034.086426
	Iteration 6F: 3 clusters Score -655795.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -656322.875000 Penalty: 3034.086426
	Iteration 7F: 3 clusters Score -656322.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -656860.750000 Penalty: 3034.086426
	Iteration 8F: 3 clusters Score -656860.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -657333.062500 Penalty: 3034.086426
	Iteration 9Q: 3 clusters Score -657333.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -657681.062500 Penalty: 3034.086426
	Iteration 10Q: 3 clusters Score -657681.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -657877.375000 Penalty: 3034.086426
	Iteration 11Q: 3 clusters Score -657877.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -657978.875000 Penalty: 3034.086426
	Iteration 12Q: 3 clusters Score -657978.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -658035.125000 Penalty: 3034.086426
	Iteration 13Q: 3 clusters Score -658035.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -658065.687500 Penalty: 3034.086426
	Iteration 14Q: 3 clusters Score -658065.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -658086.875000 Penalty: 3034.086426
	Iteration 15Q: 3 clusters Score -658086.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -658097.875000 Penalty: 3034.086426
	Iteration 16Q: 3 clusters Score -658097.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -658105.312500 Penalty: 3034.086426
	Iteration 17Q: 3 clusters Score -658105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -658112.875000 Penalty: 3034.086426
	Iteration 18Q: 3 clusters Score -658112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -658121.500000 Penalty: 3034.086426
	Iteration 19Q: 3 clusters Score -658121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -658125.125000 Penalty: 3034.086426
	Iteration 20F: 3 clusters Score -658125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -658128.312500 Penalty: 3034.086426
	Iteration 21Q: 3 clusters Score -658128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -658128.250000 Penalty: 3034.086426
	Iteration 22Q: 3 clusters Score -658128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -658128.687500 Penalty: 3034.086426
	Iteration 23Q: 3 clusters Score -658128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -658128.687500 Penalty: 3034.086426
	Iteration 24F: 3 clusters Score -658128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -730570.125000 Penalty: 1526.969727
	Iteration 0F: 2 clusters Score -730570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -722159.437500 Penalty: 3053.939453
	Iteration 0F: 3 clusters Score -722159.4 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -725147.750000 Penalty: 3053.939453
	Iteration 1F: 3 clusters Score -725147.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -725653.437500 Penalty: 3053.939453
	Iteration 2F: 3 clusters Score -725653.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -726185.937500 Penalty: 3053.939453
	Iteration 3F: 3 clusters Score -726185.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -726753.437500 Penalty: 3053.939453
	Iteration 4F: 3 clusters Score -726753.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -727246.125000 Penalty: 3053.939453
	Iteration 5F: 3 clusters Score -727246.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -727690.375000 Penalty: 3053.939453
	Iteration 6F: 3 clusters Score -727690.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -728142.500000 Penalty: 3053.939453
	Iteration 7Q: 3 clusters Score -728142.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -728524.937500 Penalty: 3053.939453
	Iteration 8Q: 3 clusters Score -728524.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -728815.187500 Penalty: 3053.939453
	Iteration 9Q: 3 clusters Score -728815.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -729007.187500 Penalty: 3053.939453
	Iteration 10Q: 3 clusters Score -729007.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -729106.812500 Penalty: 3053.939453
	Iteration 11Q: 3 clusters Score -729106.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -729166.562500 Penalty: 3053.939453
	Iteration 12Q: 3 clusters Score -729166.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -729191.312500 Penalty: 3053.939453
	Iteration 13Q: 3 clusters Score -729191.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -729207.500000 Penalty: 3053.939453
	Iteration 14Q: 3 clusters Score -729207.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -729216.062500 Penalty: 3053.939453
	Iteration 15Q: 3 clusters Score -729216.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -729225.375000 Penalty: 3053.939453
	Iteration 16Q: 3 clusters Score -729225.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -729232.000000 Penalty: 3053.939453
	Iteration 17Q: 3 clusters Score -729232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -729238.875000 Penalty: 3053.939453
	Iteration 18Q: 3 clusters Score -729238.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -729245.125000 Penalty: 3053.939453
	Iteration 19Q: 3 clusters Score -729245.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -729250.625000 Penalty: 3053.939453
	Iteration 20F: 3 clusters Score -729250.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -729258.437500 Penalty: 3053.939453
	Iteration 21Q: 3 clusters Score -729258.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -729261.000000 Penalty: 3053.939453
	Iteration 22Q: 3 clusters Score -729261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -729265.187500 Penalty: 3053.939453
	Iteration 23Q: 3 clusters Score -729265.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -729268.875000 Penalty: 3053.939453
	Iteration 24Q: 3 clusters Score -729268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -729274.937500 Penalty: 3053.939453
	Iteration 25Q: 3 clusters Score -729274.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -729277.437500 Penalty: 3053.939453
	Iteration 26Q: 3 clusters Score -729277.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -729279.062500 Penalty: 3053.939453
	Iteration 27Q: 3 clusters Score -729279.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -729279.437500 Penalty: 3053.939453
	Iteration 28Q: 3 clusters Score -729279.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -729281.937500 Penalty: 3053.939453
	Iteration 29Q: 3 clusters Score -729281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -729281.437500 Penalty: 3053.939453
	Iteration 30Q: 3 clusters Score -729281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -729282.687500 Penalty: 3053.939453
	Iteration 31Q: 3 clusters Score -729282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -729283.187500 Penalty: 3053.939453
	Iteration 32Q: 3 clusters Score -729283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -729283.187500 Penalty: 3053.939453
	Iteration 33F: 3 clusters Score -729283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -324075.312500 Penalty: 1400.738647
	Iteration 0F: 2 clusters Score -324075.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -319755.312500 Penalty: 2801.477295
	Iteration 0F: 3 clusters Score -319755.3 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -320925.937500 Penalty: 2801.477295
	Iteration 1F: 3 clusters Score -320925.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -321111.750000 Penalty: 2801.477295
	Iteration 2F: 3 clusters Score -321111.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -321229.812500 Penalty: 2801.477295
	Iteration 3F: 3 clusters Score -321229.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -321325.906250 Penalty: 2801.477295
	Iteration 4Q: 3 clusters Score -321325.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -321410.125000 Penalty: 2801.477295
	Iteration 5Q: 3 clusters Score -321410.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -321503.250000 Penalty: 2801.477295
	Iteration 6Q: 3 clusters Score -321503.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -321599.593750 Penalty: 2801.477295
	Iteration 7Q: 3 clusters Score -321599.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -321699.843750 Penalty: 2801.477295
	Iteration 8Q: 3 clusters Score -321699.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -321803.218750 Penalty: 2801.477295
	Iteration 9Q: 3 clusters Score -321803.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -321909.156250 Penalty: 2801.477295
	Iteration 10Q: 3 clusters Score -321909.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -322005.000000 Penalty: 2801.477295
	Iteration 11Q: 3 clusters Score -322005 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -322112.156250 Penalty: 2801.477295
	Iteration 12Q: 3 clusters Score -322112.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -322205.437500 Penalty: 2801.477295
	Iteration 13Q: 3 clusters Score -322205.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -322295.937500 Penalty: 2801.477295
	Iteration 14Q: 3 clusters Score -322295.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -322372.343750 Penalty: 2801.477295
	Iteration 15Q: 3 clusters Score -322372.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -322439.250000 Penalty: 2801.477295
	Iteration 16Q: 3 clusters Score -322439.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -322490.781250 Penalty: 2801.477295
	Iteration 17Q: 3 clusters Score -322490.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -322531.812500 Penalty: 2801.477295
	Iteration 18Q: 3 clusters Score -322531.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -322557.937500 Penalty: 2801.477295
	Iteration 19Q: 3 clusters Score -322557.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -322575.281250 Penalty: 2801.477295
	Iteration 20F: 3 clusters Score -322575.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -322586.625000 Penalty: 2801.477295
	Iteration 21Q: 3 clusters Score -322586.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -322596.593750 Penalty: 2801.477295
	Iteration 22Q: 3 clusters Score -322596.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -322607.375000 Penalty: 2801.477295
	Iteration 23Q: 3 clusters Score -322607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -322615.093750 Penalty: 2801.477295
	Iteration 24Q: 3 clusters Score -322615.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -322622.250000 Penalty: 2801.477295
	Iteration 25Q: 3 clusters Score -322622.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -322626.625000 Penalty: 2801.477295
	Iteration 26Q: 3 clusters Score -322626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -322631.625000 Penalty: 2801.477295
	Iteration 27Q: 3 clusters Score -322631.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -322634.000000 Penalty: 2801.477295
	Iteration 28Q: 3 clusters Score -322634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -322636.968750 Penalty: 2801.477295
	Iteration 29Q: 3 clusters Score -322637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -322639.656250 Penalty: 2801.477295
	Iteration 30Q: 3 clusters Score -322639.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -322643.250000 Penalty: 2801.477295
	Iteration 31Q: 3 clusters Score -322643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -322644.750000 Penalty: 2801.477295
	Iteration 32Q: 3 clusters Score -322644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -322645.531250 Penalty: 2801.477295
	Iteration 33Q: 3 clusters Score -322645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -322646.500000 Penalty: 2801.477295
	Iteration 34Q: 3 clusters Score -322646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -322647.343750 Penalty: 2801.477295
	Iteration 35Q: 3 clusters Score -322647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -322650.218750 Penalty: 2801.477295
	Iteration 36Q: 3 clusters Score -322650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -322651.062500 Penalty: 2801.477295
	Iteration 37Q: 3 clusters Score -322651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -322651.562500 Penalty: 2801.477295
	Iteration 38Q: 3 clusters Score -322651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -322652.937500 Penalty: 2801.477295
	Iteration 39Q: 3 clusters Score -322652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -322652.625000 Penalty: 2801.477295
	Iteration 40F: 3 clusters Score -322652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -322653.343750 Penalty: 2801.477295
	Iteration 41Q: 3 clusters Score -322653.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -322654.375000 Penalty: 2801.477295
	Iteration 42Q: 3 clusters Score -322654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -322654.000000 Penalty: 2801.477295
	Iteration 43Q: 3 clusters Score -322654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -322655.125000 Penalty: 2801.477295
	Iteration 44Q: 3 clusters Score -322655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -322654.750000 Penalty: 2801.477295
	Iteration 45Q: 3 clusters Score -322654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -322654.750000 Penalty: 2801.477295
	Iteration 46F: 3 clusters Score -322654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Entering Unmasked Estep 
Score: -598614.187500 Penalty: 1498.329346
	Iteration 0F: 2 clusters Score -598614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -591433.562500 Penalty: 2996.658691
	Iteration 0F: 3 clusters Score -591433.6 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -593844.625000 Penalty: 2996.658691
	Iteration 1F: 3 clusters Score -593844.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -594175.187500 Penalty: 2996.658691
	Iteration 2F: 3 clusters Score -594175.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -594494.687500 Penalty: 2996.658691
	Iteration 3F: 3 clusters Score -594494.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -594904.500000 Penalty: 2996.658691
	Iteration 4F: 3 clusters Score -594904.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -595382.000000 Penalty: 2996.658691
	Iteration 5F: 3 clusters Score -595382 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -595898.562500 Penalty: 2996.658691
	Iteration 6F: 3 clusters Score -595898.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -596417.875000 Penalty: 2996.658691
	Iteration 7F: 3 clusters Score -596417.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -596947.250000 Penalty: 2996.658691
	Iteration 8Q: 3 clusters Score -596947.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -597411.562500 Penalty: 2996.658691
	Iteration 9Q: 3 clusters Score -597411.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -597696.437500 Penalty: 2996.658691
	Iteration 10Q: 3 clusters Score -597696.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -597840.250000 Penalty: 2996.658691
	Iteration 11Q: 3 clusters Score -597840.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -597883.062500 Penalty: 2996.658691
	Iteration 12Q: 3 clusters Score -597883.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -597894.625000 Penalty: 2996.658691
	Iteration 13Q: 3 clusters Score -597894.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -597903.187500 Penalty: 2996.658691
	Iteration 14Q: 3 clusters Score -597903.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -597905.625000 Penalty: 2996.658691
	Iteration 15Q: 3 clusters Score -597905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -597905.687500 Penalty: 2996.658691
	Iteration 16Q: 3 clusters Score -597905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -597907.375000 Penalty: 2996.658691
	Iteration 17Q: 3 clusters Score -597907.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -597909.437500 Penalty: 2996.658691
	Iteration 18Q: 3 clusters Score -597909.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -597911.062500 Penalty: 2996.658691
	Iteration 19Q: 3 clusters Score -597911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -597911.750000 Penalty: 2996.658691
	Iteration 20F: 3 clusters Score -597911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -597913.750000 Penalty: 2996.658691
	Iteration 21Q: 3 clusters Score -597913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597913.625000 Penalty: 2996.658691
	Iteration 22Q: 3 clusters Score -597913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -597913.625000 Penalty: 2996.658691
	Iteration 23F: 3 clusters Score -597913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -755743.125000 Penalty: 1540.274170
	Iteration 0F: 2 clusters Score -755743.1 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 6509 members 
Entering Unmasked Estep 
Score: -746538.375000 Penalty: 3080.548340
	Iteration 0F: 3 clusters Score -746538.4 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -749691.125000 Penalty: 3080.548340
	Iteration 1F: 3 clusters Score -749691.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -749907.500000 Penalty: 3080.548340
	Iteration 2F: 3 clusters Score -749907.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -750057.062500 Penalty: 3080.548340
	Iteration 3Q: 3 clusters Score -750057.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -750188.062500 Penalty: 3080.548340
	Iteration 4Q: 3 clusters Score -750188.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -750308.687500 Penalty: 3080.548340
	Iteration 5Q: 3 clusters Score -750308.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -750424.125000 Penalty: 3080.548340
	Iteration 6Q: 3 clusters Score -750424.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -750545.437500 Penalty: 3080.548340
	Iteration 7Q: 3 clusters Score -750545.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -750689.000000 Penalty: 3080.548340
	Iteration 8Q: 3 clusters Score -750689 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -750825.875000 Penalty: 3080.548340
	Iteration 9Q: 3 clusters Score -750825.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -750963.250000 Penalty: 3080.548340
	Iteration 10Q: 3 clusters Score -750963.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -751105.437500 Penalty: 3080.548340
	Iteration 11Q: 3 clusters Score -751105.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -751250.375000 Penalty: 3080.548340
	Iteration 12Q: 3 clusters Score -751250.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -751410.125000 Penalty: 3080.548340
	Iteration 13Q: 3 clusters Score -751410.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -751602.250000 Penalty: 3080.548340
	Iteration 14Q: 3 clusters Score -751602.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -751812.375000 Penalty: 3080.548340
	Iteration 15Q: 3 clusters Score -751812.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -751997.000000 Penalty: 3080.548340
	Iteration 16Q: 3 clusters Score -751997 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -752142.312500 Penalty: 3080.548340
	Iteration 17Q: 3 clusters Score -752142.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -752260.687500 Penalty: 3080.548340
	Iteration 18Q: 3 clusters Score -752260.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -752334.812500 Penalty: 3080.548340
	Iteration 19Q: 3 clusters Score -752334.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -752372.187500 Penalty: 3080.548340
	Iteration 20F: 3 clusters Score -752372.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -752405.250000 Penalty: 3080.548340
	Iteration 21Q: 3 clusters Score -752405.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -752431.125000 Penalty: 3080.548340
	Iteration 22Q: 3 clusters Score -752431.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -752459.937500 Penalty: 3080.548340
	Iteration 23Q: 3 clusters Score -752459.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -752498.437500 Penalty: 3080.548340
	Iteration 24Q: 3 clusters Score -752498.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -752537.437500 Penalty: 3080.548340
	Iteration 25Q: 3 clusters Score -752537.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -752584.875000 Penalty: 3080.548340
	Iteration 26Q: 3 clusters Score -752584.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -752634.250000 Penalty: 3080.548340
	Iteration 27Q: 3 clusters Score -752634.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -752702.937500 Penalty: 3080.548340
	Iteration 28Q: 3 clusters Score -752702.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -752794.500000 Penalty: 3080.548340
	Iteration 29Q: 3 clusters Score -752794.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -752901.937500 Penalty: 3080.548340
	Iteration 30Q: 3 clusters Score -752901.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -752994.937500 Penalty: 3080.548340
	Iteration 31Q: 3 clusters Score -752994.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -753070.187500 Penalty: 3080.548340
	Iteration 32Q: 3 clusters Score -753070.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -753154.625000 Penalty: 3080.548340
	Iteration 33Q: 3 clusters Score -753154.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -753227.125000 Penalty: 3080.548340
	Iteration 34Q: 3 clusters Score -753227.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -753285.250000 Penalty: 3080.548340
	Iteration 35Q: 3 clusters Score -753285.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -753338.562500 Penalty: 3080.548340
	Iteration 36Q: 3 clusters Score -753338.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -753388.437500 Penalty: 3080.548340
	Iteration 37Q: 3 clusters Score -753388.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -753448.875000 Penalty: 3080.548340
	Iteration 38Q: 3 clusters Score -753448.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -753520.000000 Penalty: 3080.548340
	Iteration 39Q: 3 clusters Score -753520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -753603.687500 Penalty: 3080.548340
	Iteration 40F: 3 clusters Score -753603.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -753674.937500 Penalty: 3080.548340
	Iteration 41Q: 3 clusters Score -753674.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -753737.750000 Penalty: 3080.548340
	Iteration 42Q: 3 clusters Score -753737.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -753799.812500 Penalty: 3080.548340
	Iteration 43Q: 3 clusters Score -753799.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -753855.750000 Penalty: 3080.548340
	Iteration 44Q: 3 clusters Score -753855.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -753903.062500 Penalty: 3080.548340
	Iteration 45Q: 3 clusters Score -753903.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -753935.437500 Penalty: 3080.548340
	Iteration 46Q: 3 clusters Score -753935.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -753961.875000 Penalty: 3080.548340
	Iteration 47Q: 3 clusters Score -753961.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -753985.312500 Penalty: 3080.548340
	Iteration 48Q: 3 clusters Score -753985.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -754004.625000 Penalty: 3080.548340
	Iteration 49Q: 3 clusters Score -754004.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -754011.687500 Penalty: 3080.548340
	Iteration 50Q: 3 clusters Score -754011.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -754023.375000 Penalty: 3080.548340
	Iteration 51Q: 3 clusters Score -754023.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -754029.062500 Penalty: 3080.548340
	Iteration 52Q: 3 clusters Score -754029.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -754033.125000 Penalty: 3080.548340
	Iteration 53Q: 3 clusters Score -754033.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -754034.500000 Penalty: 3080.548340
	Iteration 54Q: 3 clusters Score -754034.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -754036.937500 Penalty: 3080.548340
	Iteration 55Q: 3 clusters Score -754036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -754037.250000 Penalty: 3080.548340
	Iteration 56Q: 3 clusters Score -754037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -754035.625000 Penalty: 3080.548340
	Iteration 57Q: 3 clusters Score -754035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -754035.125000 Penalty: 3080.548340
	Iteration 58Q: 3 clusters Score -754035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -754035.250000 Penalty: 3080.548340
	Iteration 59Q: 3 clusters Score -754035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -754034.437500 Penalty: 3080.548340
	Iteration 60F: 3 clusters Score -754034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -754035.000000 Penalty: 3080.548340
	Iteration 61Q: 3 clusters Score -754035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -754035.000000 Penalty: 3080.548340
	Iteration 62F: 3 clusters Score -754035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Entering Unmasked Estep 
Score: -473901.343750 Penalty: 1461.754639
	Iteration 0F: 2 clusters Score -473901.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -468010.093750 Penalty: 2923.509277
	Iteration 0F: 3 clusters Score -468010.1 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -469893.125000 Penalty: 2923.509277
	Iteration 1F: 3 clusters Score -469893.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -470229.312500 Penalty: 2923.509277
	Iteration 2F: 3 clusters Score -470229.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -470494.843750 Penalty: 2923.509277
	Iteration 3F: 3 clusters Score -470494.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -470753.093750 Penalty: 2923.509277
	Iteration 4F: 3 clusters Score -470753.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -471039.781250 Penalty: 2923.509277
	Iteration 5F: 3 clusters Score -471039.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -471298.281250 Penalty: 2923.509277
	Iteration 6Q: 3 clusters Score -471298.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -471521.968750 Penalty: 2923.509277
	Iteration 7Q: 3 clusters Score -471522 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -471703.375000 Penalty: 2923.509277
	Iteration 8Q: 3 clusters Score -471703.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -471814.468750 Penalty: 2923.509277
	Iteration 9Q: 3 clusters Score -471814.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -471892.343750 Penalty: 2923.509277
	Iteration 10Q: 3 clusters Score -471892.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -471947.781250 Penalty: 2923.509277
	Iteration 11Q: 3 clusters Score -471947.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -471984.968750 Penalty: 2923.509277
	Iteration 12Q: 3 clusters Score -471985 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -472010.625000 Penalty: 2923.509277
	Iteration 13Q: 3 clusters Score -472010.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -472028.656250 Penalty: 2923.509277
	Iteration 14Q: 3 clusters Score -472028.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -472044.468750 Penalty: 2923.509277
	Iteration 15Q: 3 clusters Score -472044.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -472060.125000 Penalty: 2923.509277
	Iteration 16Q: 3 clusters Score -472060.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -472072.968750 Penalty: 2923.509277
	Iteration 17Q: 3 clusters Score -472073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -472083.125000 Penalty: 2923.509277
	Iteration 18Q: 3 clusters Score -472083.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -472090.187500 Penalty: 2923.509277
	Iteration 19Q: 3 clusters Score -472090.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -472095.156250 Penalty: 2923.509277
	Iteration 20F: 3 clusters Score -472095.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -472100.468750 Penalty: 2923.509277
	Iteration 21Q: 3 clusters Score -472100.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -472104.375000 Penalty: 2923.509277
	Iteration 22Q: 3 clusters Score -472104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -472108.031250 Penalty: 2923.509277
	Iteration 23Q: 3 clusters Score -472108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -472112.875000 Penalty: 2923.509277
	Iteration 24Q: 3 clusters Score -472112.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -472116.750000 Penalty: 2923.509277
	Iteration 25Q: 3 clusters Score -472116.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -472122.812500 Penalty: 2923.509277
	Iteration 26Q: 3 clusters Score -472122.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -472130.218750 Penalty: 2923.509277
	Iteration 27Q: 3 clusters Score -472130.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -472135.593750 Penalty: 2923.509277
	Iteration 28Q: 3 clusters Score -472135.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -472143.718750 Penalty: 2923.509277
	Iteration 29Q: 3 clusters Score -472143.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -472150.781250 Penalty: 2923.509277
	Iteration 30Q: 3 clusters Score -472150.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -472157.968750 Penalty: 2923.509277
	Iteration 31Q: 3 clusters Score -472158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -472161.625000 Penalty: 2923.509277
	Iteration 32Q: 3 clusters Score -472161.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -472170.156250 Penalty: 2923.509277
	Iteration 33Q: 3 clusters Score -472170.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -472175.031250 Penalty: 2923.509277
	Iteration 34Q: 3 clusters Score -472175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -472179.687500 Penalty: 2923.509277
	Iteration 35Q: 3 clusters Score -472179.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -472187.531250 Penalty: 2923.509277
	Iteration 36Q: 3 clusters Score -472187.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -472196.968750 Penalty: 2923.509277
	Iteration 37Q: 3 clusters Score -472197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -472203.937500 Penalty: 2923.509277
	Iteration 38Q: 3 clusters Score -472203.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -472216.000000 Penalty: 2923.509277
	Iteration 39Q: 3 clusters Score -472216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -472228.437500 Penalty: 2923.509277
	Iteration 40F: 3 clusters Score -472228.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -472240.437500 Penalty: 2923.509277
	Iteration 41Q: 3 clusters Score -472240.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -472255.093750 Penalty: 2923.509277
	Iteration 42Q: 3 clusters Score -472255.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -472270.937500 Penalty: 2923.509277
	Iteration 43Q: 3 clusters Score -472270.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -472288.437500 Penalty: 2923.509277
	Iteration 44Q: 3 clusters Score -472288.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -472308.937500 Penalty: 2923.509277
	Iteration 45Q: 3 clusters Score -472308.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -472333.687500 Penalty: 2923.509277
	Iteration 46Q: 3 clusters Score -472333.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -472349.968750 Penalty: 2923.509277
	Iteration 47Q: 3 clusters Score -472350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -472366.593750 Penalty: 2923.509277
	Iteration 48Q: 3 clusters Score -472366.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -472381.187500 Penalty: 2923.509277
	Iteration 49Q: 3 clusters Score -472381.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -472397.000000 Penalty: 2923.509277
	Iteration 50Q: 3 clusters Score -472397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -472407.406250 Penalty: 2923.509277
	Iteration 51Q: 3 clusters Score -472407.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -472414.906250 Penalty: 2923.509277
	Iteration 52Q: 3 clusters Score -472414.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -472423.093750 Penalty: 2923.509277
	Iteration 53Q: 3 clusters Score -472423.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -472429.968750 Penalty: 2923.509277
	Iteration 54Q: 3 clusters Score -472430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -472437.562500 Penalty: 2923.509277
	Iteration 55Q: 3 clusters Score -472437.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -472444.187500 Penalty: 2923.509277
	Iteration 56Q: 3 clusters Score -472444.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -472450.000000 Penalty: 2923.509277
	Iteration 57Q: 3 clusters Score -472450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -472455.781250 Penalty: 2923.509277
	Iteration 58Q: 3 clusters Score -472455.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -472459.843750 Penalty: 2923.509277
	Iteration 59Q: 3 clusters Score -472459.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -472464.312500 Penalty: 2923.509277
	Iteration 60F: 3 clusters Score -472464.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -472467.968750 Penalty: 2923.509277
	Iteration 61Q: 3 clusters Score -472468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -472470.375000 Penalty: 2923.509277
	Iteration 62Q: 3 clusters Score -472470.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -472472.593750 Penalty: 2923.509277
	Iteration 63Q: 3 clusters Score -472472.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -472474.250000 Penalty: 2923.509277
	Iteration 64Q: 3 clusters Score -472474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -472475.625000 Penalty: 2923.509277
	Iteration 65Q: 3 clusters Score -472475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -472477.593750 Penalty: 2923.509277
	Iteration 66Q: 3 clusters Score -472477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -472480.437500 Penalty: 2923.509277
	Iteration 67Q: 3 clusters Score -472480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -472480.687500 Penalty: 2923.509277
	Iteration 68Q: 3 clusters Score -472480.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -472481.750000 Penalty: 2923.509277
	Iteration 69Q: 3 clusters Score -472481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -472483.156250 Penalty: 2923.509277
	Iteration 70Q: 3 clusters Score -472483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -472483.562500 Penalty: 2923.509277
	Iteration 71Q: 3 clusters Score -472483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -472484.625000 Penalty: 2923.509277
	Iteration 72Q: 3 clusters Score -472484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -472485.031250 Penalty: 2923.509277
	Iteration 73Q: 3 clusters Score -472485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -472485.218750 Penalty: 2923.509277
	Iteration 74Q: 3 clusters Score -472485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -472485.531250 Penalty: 2923.509277
	Iteration 75Q: 3 clusters Score -472485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -472486.812500 Penalty: 2923.509277
	Iteration 76Q: 3 clusters Score -472486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -472487.468750 Penalty: 2923.509277
	Iteration 77Q: 3 clusters Score -472487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -472488.875000 Penalty: 2923.509277
	Iteration 78Q: 3 clusters Score -472488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -472489.375000 Penalty: 2923.509277
	Iteration 79Q: 3 clusters Score -472489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -472490.500000 Penalty: 2923.509277
	Iteration 80F: 3 clusters Score -472490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -472493.562500 Penalty: 2923.509277
	Iteration 81Q: 3 clusters Score -472493.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -472495.593750 Penalty: 2923.509277
	Iteration 82Q: 3 clusters Score -472495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -472495.718750 Penalty: 2923.509277
	Iteration 83Q: 3 clusters Score -472495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -472496.593750 Penalty: 2923.509277
	Iteration 84Q: 3 clusters Score -472496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -472497.625000 Penalty: 2923.509277
	Iteration 85Q: 3 clusters Score -472497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -472499.000000 Penalty: 2923.509277
	Iteration 86Q: 3 clusters Score -472499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -472501.531250 Penalty: 2923.509277
	Iteration 87Q: 3 clusters Score -472501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -472501.812500 Penalty: 2923.509277
	Iteration 88Q: 3 clusters Score -472501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -472502.281250 Penalty: 2923.509277
	Iteration 89Q: 3 clusters Score -472502.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -472503.406250 Penalty: 2923.509277
	Iteration 90Q: 3 clusters Score -472503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -472505.031250 Penalty: 2923.509277
	Iteration 91Q: 3 clusters Score -472505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -472505.281250 Penalty: 2923.509277
	Iteration 92Q: 3 clusters Score -472505.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -472506.187500 Penalty: 2923.509277
	Iteration 93Q: 3 clusters Score -472506.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -472507.875000 Penalty: 2923.509277
	Iteration 94Q: 3 clusters Score -472507.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -472509.250000 Penalty: 2923.509277
	Iteration 95Q: 3 clusters Score -472509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -472508.375000 Penalty: 2923.509277
	Iteration 96Q: 3 clusters Score -472508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -472510.906250 Penalty: 2923.509277
	Iteration 97Q: 3 clusters Score -472510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -472510.718750 Penalty: 2923.509277
	Iteration 98Q: 3 clusters Score -472510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -472511.718750 Penalty: 2923.509277
	Iteration 99Q: 3 clusters Score -472511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -472511.718750 Penalty: 2923.509277
	Iteration 100F: 3 clusters Score -472511.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -472513.125000 Penalty: 2923.509277
	Iteration 101Q: 3 clusters Score -472513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -472515.031250 Penalty: 2923.509277
	Iteration 102Q: 3 clusters Score -472515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -472516.187500 Penalty: 2923.509277
	Iteration 103Q: 3 clusters Score -472516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -472519.437500 Penalty: 2923.509277
	Iteration 104Q: 3 clusters Score -472519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -472521.250000 Penalty: 2923.509277
	Iteration 105Q: 3 clusters Score -472521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -472522.031250 Penalty: 2923.509277
	Iteration 106Q: 3 clusters Score -472522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -472523.406250 Penalty: 2923.509277
	Iteration 107Q: 3 clusters Score -472523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -472524.375000 Penalty: 2923.509277
	Iteration 108Q: 3 clusters Score -472524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -472523.937500 Penalty: 2923.509277
	Iteration 109Q: 3 clusters Score -472523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -472527.343750 Penalty: 2923.509277
	Iteration 110Q: 3 clusters Score -472527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -472530.312500 Penalty: 2923.509277
	Iteration 111Q: 3 clusters Score -472530.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -472532.718750 Penalty: 2923.509277
	Iteration 112Q: 3 clusters Score -472532.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -472536.343750 Penalty: 2923.509277
	Iteration 113Q: 3 clusters Score -472536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -472536.343750 Penalty: 2923.509277
	Iteration 114Q: 3 clusters Score -472536.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -472536.968750 Penalty: 2923.509277
	Iteration 115Q: 3 clusters Score -472537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -472539.281250 Penalty: 2923.509277
	Iteration 116Q: 3 clusters Score -472539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -472540.500000 Penalty: 2923.509277
	Iteration 117Q: 3 clusters Score -472540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -472540.687500 Penalty: 2923.509277
	Iteration 118Q: 3 clusters Score -472540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -472542.718750 Penalty: 2923.509277
	Iteration 119Q: 3 clusters Score -472542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -472542.968750 Penalty: 2923.509277
	Iteration 120F: 3 clusters Score -472543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -472545.062500 Penalty: 2923.509277
	Iteration 121Q: 3 clusters Score -472545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -472544.687500 Penalty: 2923.509277
	Iteration 122Q: 3 clusters Score -472544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -472546.062500 Penalty: 2923.509277
	Iteration 123Q: 3 clusters Score -472546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -472547.781250 Penalty: 2923.509277
	Iteration 124Q: 3 clusters Score -472547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -472549.000000 Penalty: 2923.509277
	Iteration 125Q: 3 clusters Score -472549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -472548.937500 Penalty: 2923.509277
	Iteration 126Q: 3 clusters Score -472548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -472551.218750 Penalty: 2923.509277
	Iteration 127Q: 3 clusters Score -472551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -472554.656250 Penalty: 2923.509277
	Iteration 128Q: 3 clusters Score -472554.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -472559.812500 Penalty: 2923.509277
	Iteration 129Q: 3 clusters Score -472559.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -472568.468750 Penalty: 2923.509277
	Iteration 130Q: 3 clusters Score -472568.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -472576.812500 Penalty: 2923.509277
	Iteration 131Q: 3 clusters Score -472576.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -472582.406250 Penalty: 2923.509277
	Iteration 132Q: 3 clusters Score -472582.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -472587.500000 Penalty: 2923.509277
	Iteration 133Q: 3 clusters Score -472587.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -472593.375000 Penalty: 2923.509277
	Iteration 134Q: 3 clusters Score -472593.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -472598.843750 Penalty: 2923.509277
	Iteration 135Q: 3 clusters Score -472598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -472604.468750 Penalty: 2923.509277
	Iteration 136Q: 3 clusters Score -472604.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -472609.843750 Penalty: 2923.509277
	Iteration 137Q: 3 clusters Score -472609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -472614.468750 Penalty: 2923.509277
	Iteration 138Q: 3 clusters Score -472614.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -472617.531250 Penalty: 2923.509277
	Iteration 139Q: 3 clusters Score -472617.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -472620.812500 Penalty: 2923.509277
	Iteration 140F: 3 clusters Score -472620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -472620.937500 Penalty: 2923.509277
	Iteration 141Q: 3 clusters Score -472620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -472624.718750 Penalty: 2923.509277
	Iteration 142Q: 3 clusters Score -472624.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -472626.718750 Penalty: 2923.509277
	Iteration 143Q: 3 clusters Score -472626.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -472631.031250 Penalty: 2923.509277
	Iteration 144Q: 3 clusters Score -472631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -472634.343750 Penalty: 2923.509277
	Iteration 145Q: 3 clusters Score -472634.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -472635.875000 Penalty: 2923.509277
	Iteration 146Q: 3 clusters Score -472635.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -472639.625000 Penalty: 2923.509277
	Iteration 147Q: 3 clusters Score -472639.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -472641.250000 Penalty: 2923.509277
	Iteration 148Q: 3 clusters Score -472641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -472643.375000 Penalty: 2923.509277
	Iteration 149Q: 3 clusters Score -472643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -472645.093750 Penalty: 2923.509277
	Iteration 150Q: 3 clusters Score -472645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -472646.656250 Penalty: 2923.509277
	Iteration 151Q: 3 clusters Score -472646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -472645.718750 Penalty: 2923.509277
	Iteration 152Q: 3 clusters Score -472645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -472647.843750 Penalty: 2923.509277
	Iteration 153Q: 3 clusters Score -472647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -472649.125000 Penalty: 2923.509277
	Iteration 154Q: 3 clusters Score -472649.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -472653.156250 Penalty: 2923.509277
	Iteration 155Q: 3 clusters Score -472653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -472653.812500 Penalty: 2923.509277
	Iteration 156Q: 3 clusters Score -472653.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -472657.281250 Penalty: 2923.509277
	Iteration 157Q: 3 clusters Score -472657.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -472659.687500 Penalty: 2923.509277
	Iteration 158Q: 3 clusters Score -472659.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -472663.593750 Penalty: 2923.509277
	Iteration 159Q: 3 clusters Score -472663.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -472664.656250 Penalty: 2923.509277
	Iteration 160F: 3 clusters Score -472664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -472667.781250 Penalty: 2923.509277
	Iteration 161Q: 3 clusters Score -472667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -472667.187500 Penalty: 2923.509277
	Iteration 162Q: 3 clusters Score -472667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -472669.062500 Penalty: 2923.509277
	Iteration 163Q: 3 clusters Score -472669.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -472670.000000 Penalty: 2923.509277
	Iteration 164Q: 3 clusters Score -472670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -472671.937500 Penalty: 2923.509277
	Iteration 165Q: 3 clusters Score -472671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -472675.281250 Penalty: 2923.509277
	Iteration 166Q: 3 clusters Score -472675.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -472678.156250 Penalty: 2923.509277
	Iteration 167Q: 3 clusters Score -472678.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -472681.312500 Penalty: 2923.509277
	Iteration 168Q: 3 clusters Score -472681.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -472686.156250 Penalty: 2923.509277
	Iteration 169Q: 3 clusters Score -472686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -472691.156250 Penalty: 2923.509277
	Iteration 170Q: 3 clusters Score -472691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -472695.000000 Penalty: 2923.509277
	Iteration 171Q: 3 clusters Score -472695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -472700.906250 Penalty: 2923.509277
	Iteration 172Q: 3 clusters Score -472700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -472707.812500 Penalty: 2923.509277
	Iteration 173Q: 3 clusters Score -472707.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -472712.343750 Penalty: 2923.509277
	Iteration 174Q: 3 clusters Score -472712.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -472717.593750 Penalty: 2923.509277
	Iteration 175Q: 3 clusters Score -472717.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -472720.875000 Penalty: 2923.509277
	Iteration 176Q: 3 clusters Score -472720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -472725.218750 Penalty: 2923.509277
	Iteration 177Q: 3 clusters Score -472725.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -472730.531250 Penalty: 2923.509277
	Iteration 178Q: 3 clusters Score -472730.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -472736.937500 Penalty: 2923.509277
	Iteration 179Q: 3 clusters Score -472736.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -472741.312500 Penalty: 2923.509277
	Iteration 180F: 3 clusters Score -472741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -472745.718750 Penalty: 2923.509277
	Iteration 181Q: 3 clusters Score -472745.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -472750.656250 Penalty: 2923.509277
	Iteration 182Q: 3 clusters Score -472750.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -472757.687500 Penalty: 2923.509277
	Iteration 183Q: 3 clusters Score -472757.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -472770.125000 Penalty: 2923.509277
	Iteration 184Q: 3 clusters Score -472770.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -472784.750000 Penalty: 2923.509277
	Iteration 185Q: 3 clusters Score -472784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -472799.656250 Penalty: 2923.509277
	Iteration 186Q: 3 clusters Score -472799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -472809.218750 Penalty: 2923.509277
	Iteration 187Q: 3 clusters Score -472809.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -472818.156250 Penalty: 2923.509277
	Iteration 188Q: 3 clusters Score -472818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -472836.281250 Penalty: 2923.509277
	Iteration 189Q: 3 clusters Score -472836.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -472854.531250 Penalty: 2923.509277
	Iteration 190Q: 3 clusters Score -472854.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -472881.062500 Penalty: 2923.509277
	Iteration 191Q: 3 clusters Score -472881.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -472907.250000 Penalty: 2923.509277
	Iteration 192Q: 3 clusters Score -472907.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -472938.531250 Penalty: 2923.509277
	Iteration 193Q: 3 clusters Score -472938.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -472971.343750 Penalty: 2923.509277
	Iteration 194Q: 3 clusters Score -472971.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -473000.281250 Penalty: 2923.509277
	Iteration 195Q: 3 clusters Score -473000.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -473032.906250 Penalty: 2923.509277
	Iteration 196Q: 3 clusters Score -473032.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -473066.968750 Penalty: 2923.509277
	Iteration 197Q: 3 clusters Score -473067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -473122.125000 Penalty: 2923.509277
	Iteration 198Q: 3 clusters Score -473122.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -473172.000000 Penalty: 2923.509277
	Iteration 199Q: 3 clusters Score -473172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -473214.500000 Penalty: 2923.509277
	Iteration 200F: 3 clusters Score -473214.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -473238.812500 Penalty: 2923.509277
	Iteration 201Q: 3 clusters Score -473238.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -473260.937500 Penalty: 2923.509277
	Iteration 202Q: 3 clusters Score -473260.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -473271.500000 Penalty: 2923.509277
	Iteration 203Q: 3 clusters Score -473271.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -473279.718750 Penalty: 2923.509277
	Iteration 204Q: 3 clusters Score -473279.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -473286.375000 Penalty: 2923.509277
	Iteration 205Q: 3 clusters Score -473286.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -473289.312500 Penalty: 2923.509277
	Iteration 206Q: 3 clusters Score -473289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -473292.843750 Penalty: 2923.509277
	Iteration 207Q: 3 clusters Score -473292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -473295.125000 Penalty: 2923.509277
	Iteration 208Q: 3 clusters Score -473295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -473302.343750 Penalty: 2923.509277
	Iteration 209Q: 3 clusters Score -473302.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -473305.125000 Penalty: 2923.509277
	Iteration 210Q: 3 clusters Score -473305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -473307.750000 Penalty: 2923.509277
	Iteration 211Q: 3 clusters Score -473307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -473310.750000 Penalty: 2923.509277
	Iteration 212Q: 3 clusters Score -473310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -473312.250000 Penalty: 2923.509277
	Iteration 213Q: 3 clusters Score -473312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -473315.562500 Penalty: 2923.509277
	Iteration 214Q: 3 clusters Score -473315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -473319.468750 Penalty: 2923.509277
	Iteration 215Q: 3 clusters Score -473319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -473320.906250 Penalty: 2923.509277
	Iteration 216Q: 3 clusters Score -473320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -473322.500000 Penalty: 2923.509277
	Iteration 217Q: 3 clusters Score -473322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -473323.656250 Penalty: 2923.509277
	Iteration 218Q: 3 clusters Score -473323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -473323.906250 Penalty: 2923.509277
	Iteration 219Q: 3 clusters Score -473323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -473324.187500 Penalty: 2923.509277
	Iteration 220F: 3 clusters Score -473324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -473325.281250 Penalty: 2923.509277
	Iteration 221Q: 3 clusters Score -473325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -473325.437500 Penalty: 2923.509277
	Iteration 222Q: 3 clusters Score -473325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -473326.343750 Penalty: 2923.509277
	Iteration 223Q: 3 clusters Score -473326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -473326.812500 Penalty: 2923.509277
	Iteration 224Q: 3 clusters Score -473326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -473326.718750 Penalty: 2923.509277
	Iteration 225Q: 3 clusters Score -473326.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -473330.843750 Penalty: 2923.509277
	Iteration 226Q: 3 clusters Score -473330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -473331.687500 Penalty: 2923.509277
	Iteration 227Q: 3 clusters Score -473331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -473332.625000 Penalty: 2923.509277
	Iteration 228Q: 3 clusters Score -473332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -473332.625000 Penalty: 2923.509277
	Iteration 229F: 3 clusters Score -473332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Entering Unmasked Estep 
Score: -1031535.937500 Penalty: 1591.996826
	Iteration 0F: 2 clusters Score -1031536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1019273.437500 Penalty: 3183.993652
	Iteration 0F: 3 clusters Score -1019273 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1024175.125000 Penalty: 3183.993652
	Iteration 1F: 3 clusters Score -1024175 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1025263.312500 Penalty: 3183.993652
	Iteration 2F: 3 clusters Score -1025263 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1026699.937500 Penalty: 3183.993652
	Iteration 3F: 3 clusters Score -1026700 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1028258.687500 Penalty: 3183.993652
	Iteration 4F: 3 clusters Score -1028259 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1029495.375000 Penalty: 3183.993652
	Iteration 5F: 3 clusters Score -1029495 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1030313.562500 Penalty: 3183.993652
	Iteration 6F: 3 clusters Score -1030314 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1030795.125000 Penalty: 3183.993652
	Iteration 7Q: 3 clusters Score -1030795 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1031055.000000 Penalty: 3183.993652
	Iteration 8Q: 3 clusters Score -1031055 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1031209.812500 Penalty: 3183.993652
	Iteration 9Q: 3 clusters Score -1031210 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1031281.562500 Penalty: 3183.993652
	Iteration 10Q: 3 clusters Score -1031282 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1031317.812500 Penalty: 3183.993652
	Iteration 11Q: 3 clusters Score -1031318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1031345.437500 Penalty: 3183.993652
	Iteration 12Q: 3 clusters Score -1031345 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1031360.562500 Penalty: 3183.993652
	Iteration 13Q: 3 clusters Score -1031361 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1031382.000000 Penalty: 3183.993652
	Iteration 14Q: 3 clusters Score -1031382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1031392.875000 Penalty: 3183.993652
	Iteration 15Q: 3 clusters Score -1031393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1031400.500000 Penalty: 3183.993652
	Iteration 16Q: 3 clusters Score -1031400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1031400.750000 Penalty: 3183.993652
	Iteration 17Q: 3 clusters Score -1031401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1031400.500000 Penalty: 3183.993652
	Iteration 18Q: 3 clusters Score -1031400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1031399.812500 Penalty: 3183.993652
	Iteration 19Q: 3 clusters Score -1031400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1031401.125000 Penalty: 3183.993652
	Iteration 20F: 3 clusters Score -1031401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1031402.125000 Penalty: 3183.993652
	Iteration 21Q: 3 clusters Score -1031402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1031405.062500 Penalty: 3183.993652
	Iteration 22Q: 3 clusters Score -1031405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1031405.625000 Penalty: 3183.993652
	Iteration 23Q: 3 clusters Score -1031406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1031406.000000 Penalty: 3183.993652
	Iteration 24Q: 3 clusters Score -1031406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1031404.812500 Penalty: 3183.993652
	Iteration 25Q: 3 clusters Score -1031405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1031406.875000 Penalty: 3183.993652
	Iteration 26Q: 3 clusters Score -1031407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1031408.187500 Penalty: 3183.993652
	Iteration 27Q: 3 clusters Score -1031408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1031408.500000 Penalty: 3183.993652
	Iteration 28Q: 3 clusters Score -1031408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1031409.187500 Penalty: 3183.993652
	Iteration 29Q: 3 clusters Score -1031409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1031409.812500 Penalty: 3183.993652
	Iteration 30Q: 3 clusters Score -1031410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1031407.562500 Penalty: 3183.993652
	Iteration 31Q: 3 clusters Score -1031408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1031408.125000 Penalty: 3183.993652
	Iteration 32Q: 3 clusters Score -1031408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1031408.125000 Penalty: 3183.993652
	Iteration 33F: 3 clusters Score -1031408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Entering Unmasked Estep 
Score: -1524187.750000 Penalty: 1649.609131
	Iteration 0F: 2 clusters Score -1524188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1506751.250000 Penalty: 3299.218262
	Iteration 0F: 3 clusters Score -1506751 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1513729.375000 Penalty: 3299.218262
	Iteration 1F: 3 clusters Score -1513729 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1514471.500000 Penalty: 3299.218262
	Iteration 2F: 3 clusters Score -1514472 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1515322.000000 Penalty: 3299.218262
	Iteration 3F: 3 clusters Score -1515322 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1516171.250000 Penalty: 3299.218262
	Iteration 4F: 3 clusters Score -1516171 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1517001.625000 Penalty: 3299.218262
	Iteration 5F: 3 clusters Score -1517002 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1517770.875000 Penalty: 3299.218262
	Iteration 6F: 3 clusters Score -1517771 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1518488.250000 Penalty: 3299.218262
	Iteration 7F: 3 clusters Score -1518488 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1519119.875000 Penalty: 3299.218262
	Iteration 8Q: 3 clusters Score -1519120 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -1519634.250000 Penalty: 3299.218262
	Iteration 9Q: 3 clusters Score -1519634 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1520108.000000 Penalty: 3299.218262
	Iteration 10Q: 3 clusters Score -1520108 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1520580.000000 Penalty: 3299.218262
	Iteration 11Q: 3 clusters Score -1520580 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -1521030.875000 Penalty: 3299.218262
	Iteration 12Q: 3 clusters Score -1521031 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1521494.375000 Penalty: 3299.218262
	Iteration 13Q: 3 clusters Score -1521494 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -1521847.375000 Penalty: 3299.218262
	Iteration 14Q: 3 clusters Score -1521847 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -1522110.250000 Penalty: 3299.218262
	Iteration 15Q: 3 clusters Score -1522110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -1522340.875000 Penalty: 3299.218262
	Iteration 16Q: 3 clusters Score -1522341 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -1522502.625000 Penalty: 3299.218262
	Iteration 17Q: 3 clusters Score -1522503 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -1522606.875000 Penalty: 3299.218262
	Iteration 18Q: 3 clusters Score -1522607 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -1522668.750000 Penalty: 3299.218262
	Iteration 19Q: 3 clusters Score -1522669 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1522718.750000 Penalty: 3299.218262
	Iteration 20F: 3 clusters Score -1522719 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -1522769.500000 Penalty: 3299.218262
	Iteration 21Q: 3 clusters Score -1522770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1522798.625000 Penalty: 3299.218262
	Iteration 22Q: 3 clusters Score -1522799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -1522826.375000 Penalty: 3299.218262
	Iteration 23Q: 3 clusters Score -1522826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1522843.125000 Penalty: 3299.218262
	Iteration 24Q: 3 clusters Score -1522843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -1522863.000000 Penalty: 3299.218262
	Iteration 25Q: 3 clusters Score -1522863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1522876.625000 Penalty: 3299.218262
	Iteration 26Q: 3 clusters Score -1522877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -1522886.875000 Penalty: 3299.218262
	Iteration 27Q: 3 clusters Score -1522887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -1522899.125000 Penalty: 3299.218262
	Iteration 28Q: 3 clusters Score -1522899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -1522913.000000 Penalty: 3299.218262
	Iteration 29Q: 3 clusters Score -1522913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -1522918.250000 Penalty: 3299.218262
	Iteration 30Q: 3 clusters Score -1522918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -1522920.250000 Penalty: 3299.218262
	Iteration 31Q: 3 clusters Score -1522920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1522922.125000 Penalty: 3299.218262
	Iteration 32Q: 3 clusters Score -1522922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1522922.125000 Penalty: 3299.218262
	Iteration 33F: 3 clusters Score -1522922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Entering Unmasked Estep 
Score: -742296.687500 Penalty: 1533.486206
	Iteration 0F: 2 clusters Score -742296.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -733526.375000 Penalty: 3066.972412
	Iteration 0F: 3 clusters Score -733526.4 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -736515.687500 Penalty: 3066.972412
	Iteration 1F: 3 clusters Score -736515.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -736964.375000 Penalty: 3066.972412
	Iteration 2F: 3 clusters Score -736964.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -737371.875000 Penalty: 3066.972412
	Iteration 3F: 3 clusters Score -737371.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -737747.687500 Penalty: 3066.972412
	Iteration 4F: 3 clusters Score -737747.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -738119.500000 Penalty: 3066.972412
	Iteration 5F: 3 clusters Score -738119.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -738509.937500 Penalty: 3066.972412
	Iteration 6F: 3 clusters Score -738509.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -738920.562500 Penalty: 3066.972412
	Iteration 7F: 3 clusters Score -738920.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -739263.437500 Penalty: 3066.972412
	Iteration 8Q: 3 clusters Score -739263.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -739580.000000 Penalty: 3066.972412
	Iteration 9Q: 3 clusters Score -739580 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -739882.062500 Penalty: 3066.972412
	Iteration 10Q: 3 clusters Score -739882.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -740133.187500 Penalty: 3066.972412
	Iteration 11Q: 3 clusters Score -740133.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -740358.187500 Penalty: 3066.972412
	Iteration 12Q: 3 clusters Score -740358.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -740560.937500 Penalty: 3066.972412
	Iteration 13Q: 3 clusters Score -740560.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -740752.000000 Penalty: 3066.972412
	Iteration 14Q: 3 clusters Score -740752 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -740933.500000 Penalty: 3066.972412
	Iteration 15Q: 3 clusters Score -740933.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -741064.062500 Penalty: 3066.972412
	Iteration 16Q: 3 clusters Score -741064.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -741156.375000 Penalty: 3066.972412
	Iteration 17Q: 3 clusters Score -741156.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -741213.250000 Penalty: 3066.972412
	Iteration 18Q: 3 clusters Score -741213.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -741259.812500 Penalty: 3066.972412
	Iteration 19Q: 3 clusters Score -741259.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -741309.437500 Penalty: 3066.972412
	Iteration 20F: 3 clusters Score -741309.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -741339.812500 Penalty: 3066.972412
	Iteration 21Q: 3 clusters Score -741339.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -741377.250000 Penalty: 3066.972412
	Iteration 22Q: 3 clusters Score -741377.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -741427.000000 Penalty: 3066.972412
	Iteration 23Q: 3 clusters Score -741427 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -741483.812500 Penalty: 3066.972412
	Iteration 24Q: 3 clusters Score -741483.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -741522.687500 Penalty: 3066.972412
	Iteration 25Q: 3 clusters Score -741522.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -741545.000000 Penalty: 3066.972412
	Iteration 26Q: 3 clusters Score -741545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -741570.000000 Penalty: 3066.972412
	Iteration 27Q: 3 clusters Score -741570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -741590.625000 Penalty: 3066.972412
	Iteration 28Q: 3 clusters Score -741590.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -741608.125000 Penalty: 3066.972412
	Iteration 29Q: 3 clusters Score -741608.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -741617.062500 Penalty: 3066.972412
	Iteration 30Q: 3 clusters Score -741617.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -741636.937500 Penalty: 3066.972412
	Iteration 31Q: 3 clusters Score -741636.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -741647.687500 Penalty: 3066.972412
	Iteration 32Q: 3 clusters Score -741647.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -741658.125000 Penalty: 3066.972412
	Iteration 33Q: 3 clusters Score -741658.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -741660.062500 Penalty: 3066.972412
	Iteration 34Q: 3 clusters Score -741660.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -741664.062500 Penalty: 3066.972412
	Iteration 35Q: 3 clusters Score -741664.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -741668.750000 Penalty: 3066.972412
	Iteration 36Q: 3 clusters Score -741668.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -741672.312500 Penalty: 3066.972412
	Iteration 37Q: 3 clusters Score -741672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -741675.875000 Penalty: 3066.972412
	Iteration 38Q: 3 clusters Score -741675.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -741678.750000 Penalty: 3066.972412
	Iteration 39Q: 3 clusters Score -741678.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -741687.437500 Penalty: 3066.972412
	Iteration 40F: 3 clusters Score -741687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -741690.875000 Penalty: 3066.972412
	Iteration 41Q: 3 clusters Score -741690.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -741694.875000 Penalty: 3066.972412
	Iteration 42Q: 3 clusters Score -741694.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -741696.375000 Penalty: 3066.972412
	Iteration 43Q: 3 clusters Score -741696.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -741701.187500 Penalty: 3066.972412
	Iteration 44Q: 3 clusters Score -741701.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -741703.312500 Penalty: 3066.972412
	Iteration 45Q: 3 clusters Score -741703.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -741706.125000 Penalty: 3066.972412
	Iteration 46Q: 3 clusters Score -741706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -741709.437500 Penalty: 3066.972412
	Iteration 47Q: 3 clusters Score -741709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -741710.625000 Penalty: 3066.972412
	Iteration 48Q: 3 clusters Score -741710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -741711.187500 Penalty: 3066.972412
	Iteration 49Q: 3 clusters Score -741711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -741710.750000 Penalty: 3066.972412
	Iteration 50Q: 3 clusters Score -741710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -741712.062500 Penalty: 3066.972412
	Iteration 51Q: 3 clusters Score -741712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -741711.812500 Penalty: 3066.972412
	Iteration 52Q: 3 clusters Score -741711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -741711.375000 Penalty: 3066.972412
	Iteration 53Q: 3 clusters Score -741711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -741710.875000 Penalty: 3066.972412
	Iteration 54Q: 3 clusters Score -741710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -741711.687500 Penalty: 3066.972412
	Iteration 55Q: 3 clusters Score -741711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -741711.687500 Penalty: 3066.972412
	Iteration 56F: 3 clusters Score -741711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Entering Unmasked Estep 
Score: -118206.210938 Penalty: 1275.261475
	Iteration 0F: 2 clusters Score -118206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -115752.976562 Penalty: 2550.522949
	Iteration 0F: 3 clusters Score -115753 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -116442.421875 Penalty: 2550.522949
	Iteration 1F: 3 clusters Score -116442.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -116665.156250 Penalty: 2550.522949
	Iteration 2F: 3 clusters Score -116665.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -116794.937500 Penalty: 2550.522949
	Iteration 3F: 3 clusters Score -116794.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -116876.656250 Penalty: 2550.522949
	Iteration 4Q: 3 clusters Score -116876.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -116940.882812 Penalty: 2550.522949
	Iteration 5Q: 3 clusters Score -116940.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -116992.296875 Penalty: 2550.522949
	Iteration 6Q: 3 clusters Score -116992.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -117034.398438 Penalty: 2550.522949
	Iteration 7Q: 3 clusters Score -117034.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -117075.156250 Penalty: 2550.522949
	Iteration 8Q: 3 clusters Score -117075.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -117141.632812 Penalty: 2550.522949
	Iteration 9Q: 3 clusters Score -117141.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -117205.531250 Penalty: 2550.522949
	Iteration 10Q: 3 clusters Score -117205.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -117289.148438 Penalty: 2550.522949
	Iteration 11Q: 3 clusters Score -117289.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -117398.296875 Penalty: 2550.522949
	Iteration 12Q: 3 clusters Score -117398.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -117483.437500 Penalty: 2550.522949
	Iteration 13Q: 3 clusters Score -117483.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -117552.562500 Penalty: 2550.522949
	Iteration 14Q: 3 clusters Score -117552.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -117607.914062 Penalty: 2550.522949
	Iteration 15Q: 3 clusters Score -117607.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -117667.484375 Penalty: 2550.522949
	Iteration 16Q: 3 clusters Score -117667.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -117702.632812 Penalty: 2550.522949
	Iteration 17Q: 3 clusters Score -117702.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -117725.085938 Penalty: 2550.522949
	Iteration 18Q: 3 clusters Score -117725.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -117741.390625 Penalty: 2550.522949
	Iteration 19Q: 3 clusters Score -117741.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -117750.921875 Penalty: 2550.522949
	Iteration 20F: 3 clusters Score -117750.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -117757.937500 Penalty: 2550.522949
	Iteration 21Q: 3 clusters Score -117757.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -117761.960938 Penalty: 2550.522949
	Iteration 22Q: 3 clusters Score -117762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -117766.242188 Penalty: 2550.522949
	Iteration 23Q: 3 clusters Score -117766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -117769.164062 Penalty: 2550.522949
	Iteration 24Q: 3 clusters Score -117769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -117773.296875 Penalty: 2550.522949
	Iteration 25Q: 3 clusters Score -117773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -117775.601562 Penalty: 2550.522949
	Iteration 26Q: 3 clusters Score -117775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -117777.843750 Penalty: 2550.522949
	Iteration 27Q: 3 clusters Score -117777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -117778.593750 Penalty: 2550.522949
	Iteration 28Q: 3 clusters Score -117778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -117778.953125 Penalty: 2550.522949
	Iteration 29Q: 3 clusters Score -117779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -117779.992188 Penalty: 2550.522949
	Iteration 30Q: 3 clusters Score -117780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -117780.953125 Penalty: 2550.522949
	Iteration 31Q: 3 clusters Score -117781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -117780.953125 Penalty: 2550.522949
	Iteration 32F: 3 clusters Score -117781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -60762.109375 Penalty: 1145.080200
	Iteration 0F: 2 clusters Score -60762.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -59219.500000 Penalty: 2290.160400
	Iteration 0F: 3 clusters Score -59219.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59531.839844 Penalty: 2290.160400
	Iteration 1F: 3 clusters Score -59531.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -59642.332031 Penalty: 2290.160400
	Iteration 2F: 3 clusters Score -59642.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -59709.011719 Penalty: 2290.160400
	Iteration 3F: 3 clusters Score -59709.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59757.769531 Penalty: 2290.160400
	Iteration 4Q: 3 clusters Score -59757.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59789.593750 Penalty: 2290.160400
	Iteration 5Q: 3 clusters Score -59789.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59817.667969 Penalty: 2290.160400
	Iteration 6Q: 3 clusters Score -59817.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -59851.773438 Penalty: 2290.160400
	Iteration 7Q: 3 clusters Score -59851.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -59882.019531 Penalty: 2290.160400
	Iteration 8Q: 3 clusters Score -59882.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -59902.714844 Penalty: 2290.160400
	Iteration 9Q: 3 clusters Score -59902.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -59918.250000 Penalty: 2290.160400
	Iteration 10Q: 3 clusters Score -59918.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -59930.960938 Penalty: 2290.160400
	Iteration 11Q: 3 clusters Score -59930.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -59944.644531 Penalty: 2290.160400
	Iteration 12Q: 3 clusters Score -59944.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59955.796875 Penalty: 2290.160400
	Iteration 13Q: 3 clusters Score -59955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59962.664062 Penalty: 2290.160400
	Iteration 14Q: 3 clusters Score -59962.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59968.410156 Penalty: 2290.160400
	Iteration 15Q: 3 clusters Score -59968.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -59973.027344 Penalty: 2290.160400
	Iteration 16Q: 3 clusters Score -59973.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -59976.308594 Penalty: 2290.160400
	Iteration 17Q: 3 clusters Score -59976.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -59980.160156 Penalty: 2290.160400
	Iteration 18Q: 3 clusters Score -59980.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59981.828125 Penalty: 2290.160400
	Iteration 19Q: 3 clusters Score -59981.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59983.937500 Penalty: 2290.160400
	Iteration 20F: 3 clusters Score -59983.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -59985.652344 Penalty: 2290.160400
	Iteration 21Q: 3 clusters Score -59985.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -59986.480469 Penalty: 2290.160400
	Iteration 22Q: 3 clusters Score -59986.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59988.609375 Penalty: 2290.160400
	Iteration 23Q: 3 clusters Score -59988.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59990.324219 Penalty: 2290.160400
	Iteration 24Q: 3 clusters Score -59990.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59990.324219 Penalty: 2290.160400
	Iteration 25F: 3 clusters Score -59990.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -17170.496094 Penalty: 953.301025
	Iteration 0F: 2 clusters Score -17170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16260.447266 Penalty: 1906.602051
	Iteration 0F: 3 clusters Score -16260.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16405.373047 Penalty: 1906.602051
	Iteration 1F: 3 clusters Score -16405.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16568.373047 Penalty: 1906.602051
	Iteration 2F: 3 clusters Score -16568.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16697.765625 Penalty: 1906.602051
	Iteration 3Q: 3 clusters Score -16697.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16761.980469 Penalty: 1906.602051
	Iteration 4Q: 3 clusters Score -16761.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16794.306641 Penalty: 1906.602051
	Iteration 5Q: 3 clusters Score -16794.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -16803.023438 Penalty: 1906.602051
	Iteration 6Q: 3 clusters Score -16803.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16810.666016 Penalty: 1906.602051
	Iteration 7Q: 3 clusters Score -16810.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16818.812500 Penalty: 1906.602051
	Iteration 8Q: 3 clusters Score -16818.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16821.316406 Penalty: 1906.602051
	Iteration 9Q: 3 clusters Score -16821.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16821.316406 Penalty: 1906.602051
	Iteration 10F: 3 clusters Score -16821.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -205014.187500 Penalty: 1337.208740
	Iteration 0F: 2 clusters Score -205014.2 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 1883 members 
Entering Unmasked Estep 
Score: -201834.796875 Penalty: 2674.417480
	Iteration 0F: 3 clusters Score -201834.8 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -202637.000000 Penalty: 2674.417480
	Iteration 1F: 3 clusters Score -202637 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -202772.796875 Penalty: 2674.417480
	Iteration 2F: 3 clusters Score -202772.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -202869.437500 Penalty: 2674.417480
	Iteration 3F: 3 clusters Score -202869.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -202949.406250 Penalty: 2674.417480
	Iteration 4Q: 3 clusters Score -202949.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -203044.140625 Penalty: 2674.417480
	Iteration 5Q: 3 clusters Score -203044.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -203146.484375 Penalty: 2674.417480
	Iteration 6Q: 3 clusters Score -203146.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -203299.156250 Penalty: 2674.417480
	Iteration 7Q: 3 clusters Score -203299.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -203495.312500 Penalty: 2674.417480
	Iteration 8F: 3 clusters Score -203495.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -203683.046875 Penalty: 2674.417480
	Iteration 9F: 3 clusters Score -203683 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -203837.093750 Penalty: 2674.417480
	Iteration 10F: 3 clusters Score -203837.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -203948.796875 Penalty: 2674.417480
	Iteration 11Q: 3 clusters Score -203948.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -204028.250000 Penalty: 2674.417480
	Iteration 12Q: 3 clusters Score -204028.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -204093.234375 Penalty: 2674.417480
	Iteration 13Q: 3 clusters Score -204093.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -204128.015625 Penalty: 2674.417480
	Iteration 14Q: 3 clusters Score -204128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -204152.484375 Penalty: 2674.417480
	Iteration 15Q: 3 clusters Score -204152.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -204165.453125 Penalty: 2674.417480
	Iteration 16Q: 3 clusters Score -204165.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -204178.328125 Penalty: 2674.417480
	Iteration 17Q: 3 clusters Score -204178.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -204188.046875 Penalty: 2674.417480
	Iteration 18Q: 3 clusters Score -204188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -204196.828125 Penalty: 2674.417480
	Iteration 19Q: 3 clusters Score -204196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -204206.390625 Penalty: 2674.417480
	Iteration 20F: 3 clusters Score -204206.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -204214.453125 Penalty: 2674.417480
	Iteration 21Q: 3 clusters Score -204214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -204219.296875 Penalty: 2674.417480
	Iteration 22Q: 3 clusters Score -204219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -204222.421875 Penalty: 2674.417480
	Iteration 23Q: 3 clusters Score -204222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -204226.046875 Penalty: 2674.417480
	Iteration 24Q: 3 clusters Score -204226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -204228.125000 Penalty: 2674.417480
	Iteration 25Q: 3 clusters Score -204228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -204229.156250 Penalty: 2674.417480
	Iteration 26Q: 3 clusters Score -204229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -204229.765625 Penalty: 2674.417480
	Iteration 27Q: 3 clusters Score -204229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -204230.562500 Penalty: 2674.417480
	Iteration 28Q: 3 clusters Score -204230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -204230.562500 Penalty: 2674.417480
	Iteration 29F: 3 clusters Score -204230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -125263.867188 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -125263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -123079.992188 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -123080 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123584.609375 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -123584.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -123739.359375 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -123739.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -123843.640625 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -123843.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123913.687500 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -123913.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -123958.023438 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -123958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -124004.101562 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -124004.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -124052.890625 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -124052.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -124112.593750 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -124112.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -124192.742188 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -124192.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -124290.914062 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -124290.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -124381.164062 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -124381.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -124466.656250 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -124466.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -124515.867188 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -124515.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -124560.328125 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -124560.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -124595.148438 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -124595.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -124622.085938 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -124622.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -124643.726562 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -124643.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -124675.445312 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -124675.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -124707.765625 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -124707.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -124736.742188 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -124736.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -124756.007812 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -124756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -124769.289062 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -124769.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -124776.187500 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -124776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -124781.054688 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -124781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -124785.054688 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -124785.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -124787.929688 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -124787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -124791.812500 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -124791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -124793.937500 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -124793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -124795.164062 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -124795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -124796.531250 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -124796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -124797.179688 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -124797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -124797.179688 Penalty: 2493.040771
	Iteration 32F: 3 clusters Score -124797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -79048.945312 Penalty: 1180.972900
	Iteration 0F: 2 clusters Score -79048.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -77350.351562 Penalty: 2361.945801
	Iteration 0F: 3 clusters Score -77350.35 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -77757.570312 Penalty: 2361.945801
	Iteration 1F: 3 clusters Score -77757.57 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -77890.312500 Penalty: 2361.945801
	Iteration 2F: 3 clusters Score -77890.31 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -77957.765625 Penalty: 2361.945801
	Iteration 3Q: 3 clusters Score -77957.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -77996.265625 Penalty: 2361.945801
	Iteration 4Q: 3 clusters Score -77996.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -78017.593750 Penalty: 2361.945801
	Iteration 5Q: 3 clusters Score -78017.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -78026.945312 Penalty: 2361.945801
	Iteration 6Q: 3 clusters Score -78026.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78039.140625 Penalty: 2361.945801
	Iteration 7Q: 3 clusters Score -78039.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -78044.812500 Penalty: 2361.945801
	Iteration 8Q: 3 clusters Score -78044.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78054.695312 Penalty: 2361.945801
	Iteration 9Q: 3 clusters Score -78054.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78065.929688 Penalty: 2361.945801
	Iteration 10Q: 3 clusters Score -78065.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -78074.929688 Penalty: 2361.945801
	Iteration 11Q: 3 clusters Score -78074.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78087.148438 Penalty: 2361.945801
	Iteration 12Q: 3 clusters Score -78087.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -78093.757812 Penalty: 2361.945801
	Iteration 13Q: 3 clusters Score -78093.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -78101.953125 Penalty: 2361.945801
	Iteration 14Q: 3 clusters Score -78101.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78114.914062 Penalty: 2361.945801
	Iteration 15Q: 3 clusters Score -78114.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78135.320312 Penalty: 2361.945801
	Iteration 16Q: 3 clusters Score -78135.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -78143.679688 Penalty: 2361.945801
	Iteration 17Q: 3 clusters Score -78143.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -78150.125000 Penalty: 2361.945801
	Iteration 18Q: 3 clusters Score -78150.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -78157.406250 Penalty: 2361.945801
	Iteration 19Q: 3 clusters Score -78157.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -78165.343750 Penalty: 2361.945801
	Iteration 20F: 3 clusters Score -78165.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -78170.398438 Penalty: 2361.945801
	Iteration 21Q: 3 clusters Score -78170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78172.109375 Penalty: 2361.945801
	Iteration 22Q: 3 clusters Score -78172.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -78174.218750 Penalty: 2361.945801
	Iteration 23Q: 3 clusters Score -78174.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -78176.976562 Penalty: 2361.945801
	Iteration 24Q: 3 clusters Score -78176.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -78178.500000 Penalty: 2361.945801
	Iteration 25Q: 3 clusters Score -78178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78180.781250 Penalty: 2361.945801
	Iteration 26Q: 3 clusters Score -78180.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -78182.070312 Penalty: 2361.945801
	Iteration 27Q: 3 clusters Score -78182.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78182.648438 Penalty: 2361.945801
	Iteration 28Q: 3 clusters Score -78182.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -78182.648438 Penalty: 2361.945801
	Iteration 29F: 3 clusters Score -78182.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -70533.507812 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -70533.51 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 613 members 
Entering Unmasked Estep 
Score: -68914.140625 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -68914.14 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -69195.421875 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -69195.42 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -69294.320312 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -69294.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -69368.835938 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -69368.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -69405.296875 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -69405.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69434.507812 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -69434.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69459.304688 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -69459.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -69473.296875 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -69473.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -69484.585938 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -69484.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -69494.117188 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -69494.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -69507.531250 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -69507.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -69515.421875 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -69515.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -69519.984375 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -69519.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -69527.953125 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -69527.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -69534.171875 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -69534.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -69540.031250 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -69540.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -69546.804688 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -69546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69552.812500 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -69552.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -69557.398438 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -69557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -69564.007812 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -69564.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69566.250000 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -69566.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69569.445312 Penalty: 2311.506348
	Iteration 21Q: 3 clusters Score -69569.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -69571.781250 Penalty: 2311.506348
	Iteration 22Q: 3 clusters Score -69571.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -69572.265625 Penalty: 2311.506348
	Iteration 23Q: 3 clusters Score -69572.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -69573.453125 Penalty: 2311.506348
	Iteration 24Q: 3 clusters Score -69573.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69577.679688 Penalty: 2311.506348
	Iteration 25Q: 3 clusters Score -69577.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69582.054688 Penalty: 2311.506348
	Iteration 26Q: 3 clusters Score -69582.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69584.906250 Penalty: 2311.506348
	Iteration 27Q: 3 clusters Score -69584.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69586.765625 Penalty: 2311.506348
	Iteration 28Q: 3 clusters Score -69586.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69588.203125 Penalty: 2311.506348
	Iteration 29Q: 3 clusters Score -69588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69589.765625 Penalty: 2311.506348
	Iteration 30Q: 3 clusters Score -69589.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69590.101562 Penalty: 2311.506348
	Iteration 31Q: 3 clusters Score -69590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69590.960938 Penalty: 2311.506348
	Iteration 32Q: 3 clusters Score -69590.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -69590.960938 Penalty: 2311.506348
	Iteration 33F: 3 clusters Score -69590.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -182960.046875 Penalty: 1314.690430
	Iteration 0F: 2 clusters Score -182960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -180124.359375 Penalty: 2629.380859
	Iteration 0F: 3 clusters Score -180124.4 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -180980.562500 Penalty: 2629.380859
	Iteration 1F: 3 clusters Score -180980.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -181270.421875 Penalty: 2629.380859
	Iteration 2F: 3 clusters Score -181270.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -181532.046875 Penalty: 2629.380859
	Iteration 3F: 3 clusters Score -181532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -181766.812500 Penalty: 2629.380859
	Iteration 4F: 3 clusters Score -181766.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -181925.078125 Penalty: 2629.380859
	Iteration 5Q: 3 clusters Score -181925.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -182051.343750 Penalty: 2629.380859
	Iteration 6Q: 3 clusters Score -182051.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -182162.562500 Penalty: 2629.380859
	Iteration 7Q: 3 clusters Score -182162.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -182261.906250 Penalty: 2629.380859
	Iteration 8Q: 3 clusters Score -182261.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -182338.859375 Penalty: 2629.380859
	Iteration 9Q: 3 clusters Score -182338.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -182421.937500 Penalty: 2629.380859
	Iteration 10Q: 3 clusters Score -182421.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -182545.609375 Penalty: 2629.380859
	Iteration 11Q: 3 clusters Score -182545.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -182695.250000 Penalty: 2629.380859
	Iteration 12Q: 3 clusters Score -182695.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -182786.250000 Penalty: 2629.380859
	Iteration 13Q: 3 clusters Score -182786.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -182822.234375 Penalty: 2629.380859
	Iteration 14Q: 3 clusters Score -182822.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182837.906250 Penalty: 2629.380859
	Iteration 15Q: 3 clusters Score -182837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -182843.656250 Penalty: 2629.380859
	Iteration 16Q: 3 clusters Score -182843.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -182844.875000 Penalty: 2629.380859
	Iteration 17Q: 3 clusters Score -182844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -182845.531250 Penalty: 2629.380859
	Iteration 18Q: 3 clusters Score -182845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -182845.812500 Penalty: 2629.380859
	Iteration 19Q: 3 clusters Score -182845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -182846.031250 Penalty: 2629.380859
	Iteration 20F: 3 clusters Score -182846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -182846.218750 Penalty: 2629.380859
	Iteration 21Q: 3 clusters Score -182846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -182846.546875 Penalty: 2629.380859
	Iteration 22Q: 3 clusters Score -182846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -182846.546875 Penalty: 2629.380859
	Iteration 23F: 3 clusters Score -182846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -125356.070312 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -125356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -123015.539062 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -123015.5 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -123620.937500 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -123620.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -123838.437500 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -123838.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -123997.265625 Penalty: 2522.290283
	Iteration 3F: 3 clusters Score -123997.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -124110.515625 Penalty: 2522.290283
	Iteration 4F: 3 clusters Score -124110.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -124165.812500 Penalty: 2522.290283
	Iteration 5Q: 3 clusters Score -124165.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -124206.101562 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -124206.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -124238.750000 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -124238.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -124263.710938 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -124263.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -124295.187500 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -124295.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -124338.484375 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -124338.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -124372.234375 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -124372.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -124417.812500 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -124417.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124483.046875 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -124483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -124574.937500 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -124574.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124673.695312 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -124673.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -124750.656250 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -124750.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -124790.117188 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -124790.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -124830.000000 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -124830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -124865.734375 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -124865.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -124897.000000 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -124897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -124923.890625 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -124923.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -124955.710938 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -124955.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -124972.820312 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -124972.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -124984.937500 Penalty: 2522.290283
	Iteration 24Q: 3 clusters Score -124984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -124991.820312 Penalty: 2522.290283
	Iteration 25Q: 3 clusters Score -124991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -124998.523438 Penalty: 2522.290283
	Iteration 26Q: 3 clusters Score -124998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -125003.625000 Penalty: 2522.290283
	Iteration 27Q: 3 clusters Score -125003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -125005.984375 Penalty: 2522.290283
	Iteration 28Q: 3 clusters Score -125006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -125006.523438 Penalty: 2522.290283
	Iteration 29Q: 3 clusters Score -125006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -125007.000000 Penalty: 2522.290283
	Iteration 30Q: 3 clusters Score -125007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -125007.000000 Penalty: 2522.290283
	Iteration 31F: 3 clusters Score -125007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Entering Unmasked Estep 
Score: -1060878.500000 Penalty: 1593.203613
	Iteration 0F: 2 clusters Score -1060878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1048576.125000 Penalty: 3186.407227
	Iteration 0F: 3 clusters Score -1048576 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1053104.250000 Penalty: 3186.407227
	Iteration 1F: 3 clusters Score -1053104 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1053524.000000 Penalty: 3186.407227
	Iteration 2F: 3 clusters Score -1053524 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1053964.250000 Penalty: 3186.407227
	Iteration 3Q: 3 clusters Score -1053964 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1054493.375000 Penalty: 3186.407227
	Iteration 4F: 3 clusters Score -1054493 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1055075.750000 Penalty: 3186.407227
	Iteration 5F: 3 clusters Score -1055076 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1055630.125000 Penalty: 3186.407227
	Iteration 6F: 3 clusters Score -1055630 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1056111.375000 Penalty: 3186.407227
	Iteration 7Q: 3 clusters Score -1056111 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1056554.875000 Penalty: 3186.407227
	Iteration 8Q: 3 clusters Score -1056555 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1056953.000000 Penalty: 3186.407227
	Iteration 9Q: 3 clusters Score -1056953 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1057310.375000 Penalty: 3186.407227
	Iteration 10Q: 3 clusters Score -1057310 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1057624.500000 Penalty: 3186.407227
	Iteration 11Q: 3 clusters Score -1057624 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1057915.250000 Penalty: 3186.407227
	Iteration 12Q: 3 clusters Score -1057915 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1058203.375000 Penalty: 3186.407227
	Iteration 13Q: 3 clusters Score -1058203 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1058467.875000 Penalty: 3186.407227
	Iteration 14Q: 3 clusters Score -1058468 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1058698.000000 Penalty: 3186.407227
	Iteration 15Q: 3 clusters Score -1058698 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1058911.500000 Penalty: 3186.407227
	Iteration 16Q: 3 clusters Score -1058912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1059094.875000 Penalty: 3186.407227
	Iteration 17Q: 3 clusters Score -1059095 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1059233.250000 Penalty: 3186.407227
	Iteration 18Q: 3 clusters Score -1059233 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -1059338.375000 Penalty: 3186.407227
	Iteration 19Q: 3 clusters Score -1059338 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1059413.625000 Penalty: 3186.407227
	Iteration 20F: 3 clusters Score -1059414 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1059462.875000 Penalty: 3186.407227
	Iteration 21Q: 3 clusters Score -1059463 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1059505.625000 Penalty: 3186.407227
	Iteration 22Q: 3 clusters Score -1059506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1059533.750000 Penalty: 3186.407227
	Iteration 23Q: 3 clusters Score -1059534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1059552.375000 Penalty: 3186.407227
	Iteration 24Q: 3 clusters Score -1059552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1059569.750000 Penalty: 3186.407227
	Iteration 25Q: 3 clusters Score -1059570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1059581.375000 Penalty: 3186.407227
	Iteration 26Q: 3 clusters Score -1059581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1059591.875000 Penalty: 3186.407227
	Iteration 27Q: 3 clusters Score -1059592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1059602.625000 Penalty: 3186.407227
	Iteration 28Q: 3 clusters Score -1059603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1059609.125000 Penalty: 3186.407227
	Iteration 29Q: 3 clusters Score -1059609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1059621.375000 Penalty: 3186.407227
	Iteration 30Q: 3 clusters Score -1059621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1059624.125000 Penalty: 3186.407227
	Iteration 31Q: 3 clusters Score -1059624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1059630.750000 Penalty: 3186.407227
	Iteration 32Q: 3 clusters Score -1059631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1059636.875000 Penalty: 3186.407227
	Iteration 33Q: 3 clusters Score -1059637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1059638.625000 Penalty: 3186.407227
	Iteration 34Q: 3 clusters Score -1059639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1059640.625000 Penalty: 3186.407227
	Iteration 35Q: 3 clusters Score -1059641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1059645.250000 Penalty: 3186.407227
	Iteration 36Q: 3 clusters Score -1059645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1059645.875000 Penalty: 3186.407227
	Iteration 37Q: 3 clusters Score -1059646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1059647.375000 Penalty: 3186.407227
	Iteration 38Q: 3 clusters Score -1059647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1059650.250000 Penalty: 3186.407227
	Iteration 39Q: 3 clusters Score -1059650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1059652.375000 Penalty: 3186.407227
	Iteration 40F: 3 clusters Score -1059652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1059651.625000 Penalty: 3186.407227
	Iteration 41Q: 3 clusters Score -1059652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1059654.000000 Penalty: 3186.407227
	Iteration 42Q: 3 clusters Score -1059654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1059656.875000 Penalty: 3186.407227
	Iteration 43Q: 3 clusters Score -1059657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1059658.625000 Penalty: 3186.407227
	Iteration 44Q: 3 clusters Score -1059659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1059660.625000 Penalty: 3186.407227
	Iteration 45Q: 3 clusters Score -1059661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1059662.625000 Penalty: 3186.407227
	Iteration 46Q: 3 clusters Score -1059663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1059663.125000 Penalty: 3186.407227
	Iteration 47Q: 3 clusters Score -1059663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1059666.500000 Penalty: 3186.407227
	Iteration 48Q: 3 clusters Score -1059666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1059668.750000 Penalty: 3186.407227
	Iteration 49Q: 3 clusters Score -1059669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1059670.250000 Penalty: 3186.407227
	Iteration 50Q: 3 clusters Score -1059670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1059672.875000 Penalty: 3186.407227
	Iteration 51Q: 3 clusters Score -1059673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1059676.000000 Penalty: 3186.407227
	Iteration 52Q: 3 clusters Score -1059676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1059681.375000 Penalty: 3186.407227
	Iteration 53Q: 3 clusters Score -1059681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1059684.875000 Penalty: 3186.407227
	Iteration 54Q: 3 clusters Score -1059685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1059687.750000 Penalty: 3186.407227
	Iteration 55Q: 3 clusters Score -1059688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1059694.000000 Penalty: 3186.407227
	Iteration 56Q: 3 clusters Score -1059694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1059693.875000 Penalty: 3186.407227
	Iteration 57Q: 3 clusters Score -1059694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1059697.000000 Penalty: 3186.407227
	Iteration 58Q: 3 clusters Score -1059697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1059697.250000 Penalty: 3186.407227
	Iteration 59Q: 3 clusters Score -1059697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1059697.500000 Penalty: 3186.407227
	Iteration 60F: 3 clusters Score -1059698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1059699.250000 Penalty: 3186.407227
	Iteration 61Q: 3 clusters Score -1059699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1059699.500000 Penalty: 3186.407227
	Iteration 62Q: 3 clusters Score -1059700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1059700.875000 Penalty: 3186.407227
	Iteration 63Q: 3 clusters Score -1059701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1059699.000000 Penalty: 3186.407227
	Iteration 64Q: 3 clusters Score -1059699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1059700.625000 Penalty: 3186.407227
	Iteration 65Q: 3 clusters Score -1059701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -1059703.375000 Penalty: 3186.407227
	Iteration 66Q: 3 clusters Score -1059703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1059704.750000 Penalty: 3186.407227
	Iteration 67Q: 3 clusters Score -1059705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1059704.875000 Penalty: 3186.407227
	Iteration 68Q: 3 clusters Score -1059705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1059705.375000 Penalty: 3186.407227
	Iteration 69Q: 3 clusters Score -1059705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1059705.125000 Penalty: 3186.407227
	Iteration 70Q: 3 clusters Score -1059705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1059704.375000 Penalty: 3186.407227
	Iteration 71Q: 3 clusters Score -1059704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1059707.625000 Penalty: 3186.407227
	Iteration 72Q: 3 clusters Score -1059708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1059710.500000 Penalty: 3186.407227
	Iteration 73Q: 3 clusters Score -1059710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1059710.375000 Penalty: 3186.407227
	Iteration 74Q: 3 clusters Score -1059710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1059710.750000 Penalty: 3186.407227
	Iteration 75Q: 3 clusters Score -1059711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1059713.875000 Penalty: 3186.407227
	Iteration 76Q: 3 clusters Score -1059714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1059713.250000 Penalty: 3186.407227
	Iteration 77Q: 3 clusters Score -1059713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1059715.375000 Penalty: 3186.407227
	Iteration 78Q: 3 clusters Score -1059715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1059715.750000 Penalty: 3186.407227
	Iteration 79Q: 3 clusters Score -1059716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1059722.375000 Penalty: 3186.407227
	Iteration 80F: 3 clusters Score -1059722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1059723.125000 Penalty: 3186.407227
	Iteration 81Q: 3 clusters Score -1059723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1059725.250000 Penalty: 3186.407227
	Iteration 82Q: 3 clusters Score -1059725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1059731.000000 Penalty: 3186.407227
	Iteration 83Q: 3 clusters Score -1059731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1059734.000000 Penalty: 3186.407227
	Iteration 84Q: 3 clusters Score -1059734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1059735.750000 Penalty: 3186.407227
	Iteration 85Q: 3 clusters Score -1059736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1059737.625000 Penalty: 3186.407227
	Iteration 86Q: 3 clusters Score -1059738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1059741.000000 Penalty: 3186.407227
	Iteration 87Q: 3 clusters Score -1059741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1059743.375000 Penalty: 3186.407227
	Iteration 88Q: 3 clusters Score -1059743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1059743.750000 Penalty: 3186.407227
	Iteration 89Q: 3 clusters Score -1059744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -1059746.000000 Penalty: 3186.407227
	Iteration 90Q: 3 clusters Score -1059746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1059748.875000 Penalty: 3186.407227
	Iteration 91Q: 3 clusters Score -1059749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1059750.750000 Penalty: 3186.407227
	Iteration 92Q: 3 clusters Score -1059751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1059754.625000 Penalty: 3186.407227
	Iteration 93Q: 3 clusters Score -1059755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1059755.375000 Penalty: 3186.407227
	Iteration 94Q: 3 clusters Score -1059755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1059757.250000 Penalty: 3186.407227
	Iteration 95Q: 3 clusters Score -1059757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1059760.250000 Penalty: 3186.407227
	Iteration 96Q: 3 clusters Score -1059760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1059762.375000 Penalty: 3186.407227
	Iteration 97Q: 3 clusters Score -1059762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1059764.375000 Penalty: 3186.407227
	Iteration 98Q: 3 clusters Score -1059764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -1059772.250000 Penalty: 3186.407227
	Iteration 99Q: 3 clusters Score -1059772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1059773.000000 Penalty: 3186.407227
	Iteration 100F: 3 clusters Score -1059773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1059771.875000 Penalty: 3186.407227
	Iteration 101Q: 3 clusters Score -1059772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -1059775.625000 Penalty: 3186.407227
	Iteration 102Q: 3 clusters Score -1059776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1059780.000000 Penalty: 3186.407227
	Iteration 103Q: 3 clusters Score -1059780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1059783.000000 Penalty: 3186.407227
	Iteration 104Q: 3 clusters Score -1059783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1059789.250000 Penalty: 3186.407227
	Iteration 105Q: 3 clusters Score -1059789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1059797.750000 Penalty: 3186.407227
	Iteration 106Q: 3 clusters Score -1059798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1059814.875000 Penalty: 3186.407227
	Iteration 107Q: 3 clusters Score -1059815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1059843.375000 Penalty: 3186.407227
	Iteration 108Q: 3 clusters Score -1059843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1059879.875000 Penalty: 3186.407227
	Iteration 109Q: 3 clusters Score -1059880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1059907.625000 Penalty: 3186.407227
	Iteration 110Q: 3 clusters Score -1059908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1059929.250000 Penalty: 3186.407227
	Iteration 111Q: 3 clusters Score -1059929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1059954.625000 Penalty: 3186.407227
	Iteration 112Q: 3 clusters Score -1059955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1059975.125000 Penalty: 3186.407227
	Iteration 113Q: 3 clusters Score -1059975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1059989.875000 Penalty: 3186.407227
	Iteration 114Q: 3 clusters Score -1059990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1059998.875000 Penalty: 3186.407227
	Iteration 115Q: 3 clusters Score -1059999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1060003.875000 Penalty: 3186.407227
	Iteration 116Q: 3 clusters Score -1060004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1060009.250000 Penalty: 3186.407227
	Iteration 117Q: 3 clusters Score -1060009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1060014.500000 Penalty: 3186.407227
	Iteration 118Q: 3 clusters Score -1060014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1060017.875000 Penalty: 3186.407227
	Iteration 119Q: 3 clusters Score -1060018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1060025.625000 Penalty: 3186.407227
	Iteration 120F: 3 clusters Score -1060026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1060025.125000 Penalty: 3186.407227
	Iteration 121Q: 3 clusters Score -1060025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1060026.750000 Penalty: 3186.407227
	Iteration 122Q: 3 clusters Score -1060027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1060028.875000 Penalty: 3186.407227
	Iteration 123Q: 3 clusters Score -1060029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1060029.125000 Penalty: 3186.407227
	Iteration 124Q: 3 clusters Score -1060029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1060030.500000 Penalty: 3186.407227
	Iteration 125Q: 3 clusters Score -1060030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1060031.500000 Penalty: 3186.407227
	Iteration 126Q: 3 clusters Score -1060032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1060032.875000 Penalty: 3186.407227
	Iteration 127Q: 3 clusters Score -1060033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1060035.750000 Penalty: 3186.407227
	Iteration 128Q: 3 clusters Score -1060036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1060036.625000 Penalty: 3186.407227
	Iteration 129Q: 3 clusters Score -1060037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1060036.625000 Penalty: 3186.407227
	Iteration 130F: 3 clusters Score -1060037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -63759.113281 Penalty: 1135.617188
	Iteration 0F: 2 clusters Score -63759.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -62242.808594 Penalty: 2271.234375
	Iteration 0F: 3 clusters Score -62242.81 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -62509.792969 Penalty: 2271.234375
	Iteration 1F: 3 clusters Score -62509.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -62601.203125 Penalty: 2271.234375
	Iteration 2F: 3 clusters Score -62601.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -62639.835938 Penalty: 2271.234375
	Iteration 3Q: 3 clusters Score -62639.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -62666.859375 Penalty: 2271.234375
	Iteration 4Q: 3 clusters Score -62666.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62691.382812 Penalty: 2271.234375
	Iteration 5Q: 3 clusters Score -62691.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -62704.476562 Penalty: 2271.234375
	Iteration 6Q: 3 clusters Score -62704.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -62716.437500 Penalty: 2271.234375
	Iteration 7Q: 3 clusters Score -62716.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -62722.390625 Penalty: 2271.234375
	Iteration 8Q: 3 clusters Score -62722.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -62728.750000 Penalty: 2271.234375
	Iteration 9Q: 3 clusters Score -62728.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -62730.910156 Penalty: 2271.234375
	Iteration 10Q: 3 clusters Score -62730.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -62733.714844 Penalty: 2271.234375
	Iteration 11Q: 3 clusters Score -62733.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62734.445312 Penalty: 2271.234375
	Iteration 12Q: 3 clusters Score -62734.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -62735.921875 Penalty: 2271.234375
	Iteration 13Q: 3 clusters Score -62735.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -62738.171875 Penalty: 2271.234375
	Iteration 14Q: 3 clusters Score -62738.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -62740.757812 Penalty: 2271.234375
	Iteration 15Q: 3 clusters Score -62740.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -62740.757812 Penalty: 2271.234375
	Iteration 16F: 3 clusters Score -62740.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -473733.156250 Penalty: 1459.502808
	Iteration 0F: 2 clusters Score -473733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -467820.500000 Penalty: 2919.005615
	Iteration 0F: 3 clusters Score -467820.5 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -469570.937500 Penalty: 2919.005615
	Iteration 1F: 3 clusters Score -469570.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -469873.781250 Penalty: 2919.005615
	Iteration 2F: 3 clusters Score -469873.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -470204.781250 Penalty: 2919.005615
	Iteration 3F: 3 clusters Score -470204.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -470595.125000 Penalty: 2919.005615
	Iteration 4F: 3 clusters Score -470595.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -470999.625000 Penalty: 2919.005615
	Iteration 5F: 3 clusters Score -470999.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -471365.312500 Penalty: 2919.005615
	Iteration 6F: 3 clusters Score -471365.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -471626.593750 Penalty: 2919.005615
	Iteration 7F: 3 clusters Score -471626.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -471824.906250 Penalty: 2919.005615
	Iteration 8Q: 3 clusters Score -471824.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -471952.718750 Penalty: 2919.005615
	Iteration 9Q: 3 clusters Score -471952.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -472043.718750 Penalty: 2919.005615
	Iteration 10Q: 3 clusters Score -472043.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -472110.937500 Penalty: 2919.005615
	Iteration 11Q: 3 clusters Score -472110.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -472156.125000 Penalty: 2919.005615
	Iteration 12Q: 3 clusters Score -472156.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -472192.437500 Penalty: 2919.005615
	Iteration 13Q: 3 clusters Score -472192.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -472219.968750 Penalty: 2919.005615
	Iteration 14Q: 3 clusters Score -472220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -472241.156250 Penalty: 2919.005615
	Iteration 15Q: 3 clusters Score -472241.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -472260.687500 Penalty: 2919.005615
	Iteration 16Q: 3 clusters Score -472260.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -472275.593750 Penalty: 2919.005615
	Iteration 17Q: 3 clusters Score -472275.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -472292.062500 Penalty: 2919.005615
	Iteration 18Q: 3 clusters Score -472292.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -472303.656250 Penalty: 2919.005615
	Iteration 19Q: 3 clusters Score -472303.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -472315.218750 Penalty: 2919.005615
	Iteration 20F: 3 clusters Score -472315.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -472323.906250 Penalty: 2919.005615
	Iteration 21Q: 3 clusters Score -472323.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -472334.687500 Penalty: 2919.005615
	Iteration 22Q: 3 clusters Score -472334.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -472343.562500 Penalty: 2919.005615
	Iteration 23Q: 3 clusters Score -472343.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -472349.718750 Penalty: 2919.005615
	Iteration 24Q: 3 clusters Score -472349.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -472353.875000 Penalty: 2919.005615
	Iteration 25Q: 3 clusters Score -472353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -472358.812500 Penalty: 2919.005615
	Iteration 26Q: 3 clusters Score -472358.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -472363.281250 Penalty: 2919.005615
	Iteration 27Q: 3 clusters Score -472363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -472370.562500 Penalty: 2919.005615
	Iteration 28Q: 3 clusters Score -472370.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -472374.781250 Penalty: 2919.005615
	Iteration 29Q: 3 clusters Score -472374.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -472381.406250 Penalty: 2919.005615
	Iteration 30Q: 3 clusters Score -472381.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -472384.875000 Penalty: 2919.005615
	Iteration 31Q: 3 clusters Score -472384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -472386.718750 Penalty: 2919.005615
	Iteration 32Q: 3 clusters Score -472386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -472388.406250 Penalty: 2919.005615
	Iteration 33Q: 3 clusters Score -472388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -472389.406250 Penalty: 2919.005615
	Iteration 34Q: 3 clusters Score -472389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -472390.562500 Penalty: 2919.005615
	Iteration 35Q: 3 clusters Score -472390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -472392.843750 Penalty: 2919.005615
	Iteration 36Q: 3 clusters Score -472392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -472394.937500 Penalty: 2919.005615
	Iteration 37Q: 3 clusters Score -472394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -472395.593750 Penalty: 2919.005615
	Iteration 38Q: 3 clusters Score -472395.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -472399.187500 Penalty: 2919.005615
	Iteration 39Q: 3 clusters Score -472399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -472401.125000 Penalty: 2919.005615
	Iteration 40F: 3 clusters Score -472401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -472401.437500 Penalty: 2919.005615
	Iteration 41Q: 3 clusters Score -472401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -472405.656250 Penalty: 2919.005615
	Iteration 42Q: 3 clusters Score -472405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -472407.281250 Penalty: 2919.005615
	Iteration 43Q: 3 clusters Score -472407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -472410.500000 Penalty: 2919.005615
	Iteration 44Q: 3 clusters Score -472410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -472411.406250 Penalty: 2919.005615
	Iteration 45Q: 3 clusters Score -472411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -472411.406250 Penalty: 2919.005615
	Iteration 46F: 3 clusters Score -472411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Entering Unmasked Estep 
Score: -356145.031250 Penalty: 1421.470581
	Iteration 0F: 2 clusters Score -356145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -351334.875000 Penalty: 2842.941162
	Iteration 0F: 3 clusters Score -351334.9 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -352752.312500 Penalty: 2842.941162
	Iteration 1F: 3 clusters Score -352752.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -352923.906250 Penalty: 2842.941162
	Iteration 2F: 3 clusters Score -352923.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -353046.750000 Penalty: 2842.941162
	Iteration 3Q: 3 clusters Score -353046.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -353133.968750 Penalty: 2842.941162
	Iteration 4Q: 3 clusters Score -353134 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -353220.343750 Penalty: 2842.941162
	Iteration 5Q: 3 clusters Score -353220.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -353326.468750 Penalty: 2842.941162
	Iteration 6Q: 3 clusters Score -353326.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -353426.781250 Penalty: 2842.941162
	Iteration 7Q: 3 clusters Score -353426.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -353535.250000 Penalty: 2842.941162
	Iteration 8Q: 3 clusters Score -353535.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -353645.531250 Penalty: 2842.941162
	Iteration 9Q: 3 clusters Score -353645.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -353772.593750 Penalty: 2842.941162
	Iteration 10Q: 3 clusters Score -353772.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -353909.000000 Penalty: 2842.941162
	Iteration 11Q: 3 clusters Score -353909 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -354054.656250 Penalty: 2842.941162
	Iteration 12Q: 3 clusters Score -354054.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -354205.218750 Penalty: 2842.941162
	Iteration 13Q: 3 clusters Score -354205.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -354361.343750 Penalty: 2842.941162
	Iteration 14Q: 3 clusters Score -354361.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -354515.218750 Penalty: 2842.941162
	Iteration 15Q: 3 clusters Score -354515.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -354607.875000 Penalty: 2842.941162
	Iteration 16Q: 3 clusters Score -354607.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -354665.031250 Penalty: 2842.941162
	Iteration 17Q: 3 clusters Score -354665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -354710.812500 Penalty: 2842.941162
	Iteration 18Q: 3 clusters Score -354710.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -354750.281250 Penalty: 2842.941162
	Iteration 19Q: 3 clusters Score -354750.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -354786.281250 Penalty: 2842.941162
	Iteration 20F: 3 clusters Score -354786.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -354814.750000 Penalty: 2842.941162
	Iteration 21Q: 3 clusters Score -354814.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -354838.312500 Penalty: 2842.941162
	Iteration 22Q: 3 clusters Score -354838.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -354861.406250 Penalty: 2842.941162
	Iteration 23Q: 3 clusters Score -354861.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -354877.031250 Penalty: 2842.941162
	Iteration 24Q: 3 clusters Score -354877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -354895.437500 Penalty: 2842.941162
	Iteration 25Q: 3 clusters Score -354895.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -354910.937500 Penalty: 2842.941162
	Iteration 26Q: 3 clusters Score -354910.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -354922.375000 Penalty: 2842.941162
	Iteration 27Q: 3 clusters Score -354922.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -354929.968750 Penalty: 2842.941162
	Iteration 28Q: 3 clusters Score -354930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -354937.156250 Penalty: 2842.941162
	Iteration 29Q: 3 clusters Score -354937.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -354942.843750 Penalty: 2842.941162
	Iteration 30Q: 3 clusters Score -354942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -354950.937500 Penalty: 2842.941162
	Iteration 31Q: 3 clusters Score -354950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -354958.812500 Penalty: 2842.941162
	Iteration 32Q: 3 clusters Score -354958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -354963.812500 Penalty: 2842.941162
	Iteration 33Q: 3 clusters Score -354963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -354966.562500 Penalty: 2842.941162
	Iteration 34Q: 3 clusters Score -354966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -354970.125000 Penalty: 2842.941162
	Iteration 35Q: 3 clusters Score -354970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -354972.812500 Penalty: 2842.941162
	Iteration 36Q: 3 clusters Score -354972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -354974.718750 Penalty: 2842.941162
	Iteration 37Q: 3 clusters Score -354974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -354976.062500 Penalty: 2842.941162
	Iteration 38Q: 3 clusters Score -354976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -354976.062500 Penalty: 2842.941162
	Iteration 39F: 3 clusters Score -354976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -148167.859375 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -148167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -145800.546875 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -145800.5 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -146319.718750 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -146319.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -146434.953125 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -146435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -146504.343750 Penalty: 2531.303467
	Iteration 3Q: 3 clusters Score -146504.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -146538.734375 Penalty: 2531.303467
	Iteration 4Q: 3 clusters Score -146538.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -146557.515625 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -146557.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -146569.390625 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -146569.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -146581.718750 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -146581.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -146591.671875 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -146591.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -146601.218750 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -146601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -146607.156250 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -146607.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -146610.203125 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -146610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -146612.093750 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -146612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -146613.734375 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -146613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -146615.046875 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -146615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146618.015625 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -146618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -146621.406250 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -146621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -146624.328125 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -146624.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -146626.312500 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -146626.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -146628.093750 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -146628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -146629.015625 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -146629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146629.375000 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -146629.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -146630.171875 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -146630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -146630.171875 Penalty: 2531.303467
	Iteration 23F: 3 clusters Score -146630.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -446110.937500 Penalty: 1458.004761
	Iteration 0F: 2 clusters Score -446110.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -440329.375000 Penalty: 2916.009521
	Iteration 0F: 3 clusters Score -440329.4 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -442221.218750 Penalty: 2916.009521
	Iteration 1F: 3 clusters Score -442221.2 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -442645.468750 Penalty: 2916.009521
	Iteration 2F: 3 clusters Score -442645.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -443076.406250 Penalty: 2916.009521
	Iteration 3F: 3 clusters Score -443076.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -443490.468750 Penalty: 2916.009521
	Iteration 4F: 3 clusters Score -443490.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -443858.875000 Penalty: 2916.009521
	Iteration 5F: 3 clusters Score -443858.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -444173.781250 Penalty: 2916.009521
	Iteration 6F: 3 clusters Score -444173.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -444430.281250 Penalty: 2916.009521
	Iteration 7Q: 3 clusters Score -444430.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -444636.625000 Penalty: 2916.009521
	Iteration 8Q: 3 clusters Score -444636.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -444813.718750 Penalty: 2916.009521
	Iteration 9Q: 3 clusters Score -444813.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -444941.218750 Penalty: 2916.009521
	Iteration 10Q: 3 clusters Score -444941.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -445039.625000 Penalty: 2916.009521
	Iteration 11Q: 3 clusters Score -445039.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -445094.812500 Penalty: 2916.009521
	Iteration 12Q: 3 clusters Score -445094.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -445128.031250 Penalty: 2916.009521
	Iteration 13Q: 3 clusters Score -445128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -445151.250000 Penalty: 2916.009521
	Iteration 14Q: 3 clusters Score -445151.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -445173.343750 Penalty: 2916.009521
	Iteration 15Q: 3 clusters Score -445173.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -445194.312500 Penalty: 2916.009521
	Iteration 16Q: 3 clusters Score -445194.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -445214.875000 Penalty: 2916.009521
	Iteration 17Q: 3 clusters Score -445214.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -445228.500000 Penalty: 2916.009521
	Iteration 18Q: 3 clusters Score -445228.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -445237.406250 Penalty: 2916.009521
	Iteration 19Q: 3 clusters Score -445237.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -445244.406250 Penalty: 2916.009521
	Iteration 20F: 3 clusters Score -445244.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -445247.656250 Penalty: 2916.009521
	Iteration 21Q: 3 clusters Score -445247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -445249.625000 Penalty: 2916.009521
	Iteration 22Q: 3 clusters Score -445249.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -445249.312500 Penalty: 2916.009521
	Iteration 23Q: 3 clusters Score -445249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -445250.093750 Penalty: 2916.009521
	Iteration 24Q: 3 clusters Score -445250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -445249.906250 Penalty: 2916.009521
	Iteration 25Q: 3 clusters Score -445249.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -445251.875000 Penalty: 2916.009521
	Iteration 26Q: 3 clusters Score -445251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445252.562500 Penalty: 2916.009521
	Iteration 27Q: 3 clusters Score -445252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445252.875000 Penalty: 2916.009521
	Iteration 28Q: 3 clusters Score -445252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -445251.187500 Penalty: 2916.009521
	Iteration 29Q: 3 clusters Score -445251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445252.093750 Penalty: 2916.009521
	Iteration 30Q: 3 clusters Score -445252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445252.718750 Penalty: 2916.009521
	Iteration 31Q: 3 clusters Score -445252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445252.843750 Penalty: 2916.009521
	Iteration 32Q: 3 clusters Score -445252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445253.468750 Penalty: 2916.009521
	Iteration 33Q: 3 clusters Score -445253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -445253.812500 Penalty: 2916.009521
	Iteration 34Q: 3 clusters Score -445253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445253.187500 Penalty: 2916.009521
	Iteration 35Q: 3 clusters Score -445253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445254.000000 Penalty: 2916.009521
	Iteration 36Q: 3 clusters Score -445254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -445255.093750 Penalty: 2916.009521
	Iteration 37Q: 3 clusters Score -445255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -445255.093750 Penalty: 2916.009521
	Iteration 38Q: 3 clusters Score -445255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445256.031250 Penalty: 2916.009521
	Iteration 39Q: 3 clusters Score -445256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445255.937500 Penalty: 2916.009521
	Iteration 40F: 3 clusters Score -445255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -445256.375000 Penalty: 2916.009521
	Iteration 41Q: 3 clusters Score -445256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -445255.843750 Penalty: 2916.009521
	Iteration 42Q: 3 clusters Score -445255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445256.781250 Penalty: 2916.009521
	Iteration 43Q: 3 clusters Score -445256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445257.312500 Penalty: 2916.009521
	Iteration 44Q: 3 clusters Score -445257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445259.093750 Penalty: 2916.009521
	Iteration 45Q: 3 clusters Score -445259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445258.343750 Penalty: 2916.009521
	Iteration 46Q: 3 clusters Score -445258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -445259.343750 Penalty: 2916.009521
	Iteration 47Q: 3 clusters Score -445259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -445258.218750 Penalty: 2916.009521
	Iteration 48Q: 3 clusters Score -445258.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -445259.406250 Penalty: 2916.009521
	Iteration 49Q: 3 clusters Score -445259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -445260.750000 Penalty: 2916.009521
	Iteration 50Q: 3 clusters Score -445260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -445261.593750 Penalty: 2916.009521
	Iteration 51Q: 3 clusters Score -445261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -445263.593750 Penalty: 2916.009521
	Iteration 52Q: 3 clusters Score -445263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -445264.437500 Penalty: 2916.009521
	Iteration 53Q: 3 clusters Score -445264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -445265.125000 Penalty: 2916.009521
	Iteration 54Q: 3 clusters Score -445265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -445265.437500 Penalty: 2916.009521
	Iteration 55Q: 3 clusters Score -445265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -445265.437500 Penalty: 2916.009521
	Iteration 56Q: 3 clusters Score -445265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -445267.062500 Penalty: 2916.009521
	Iteration 57Q: 3 clusters Score -445267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -445266.062500 Penalty: 2916.009521
	Iteration 58Q: 3 clusters Score -445266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -445267.031250 Penalty: 2916.009521
	Iteration 59Q: 3 clusters Score -445267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -445267.500000 Penalty: 2916.009521
	Iteration 60F: 3 clusters Score -445267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -445268.406250 Penalty: 2916.009521
	Iteration 61Q: 3 clusters Score -445268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -445268.281250 Penalty: 2916.009521
	Iteration 62Q: 3 clusters Score -445268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -445268.437500 Penalty: 2916.009521
	Iteration 63Q: 3 clusters Score -445268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -445269.718750 Penalty: 2916.009521
	Iteration 64Q: 3 clusters Score -445269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -445268.343750 Penalty: 2916.009521
	Iteration 65Q: 3 clusters Score -445268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -445268.750000 Penalty: 2916.009521
	Iteration 66Q: 3 clusters Score -445268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -445268.156250 Penalty: 2916.009521
	Iteration 67Q: 3 clusters Score -445268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -445268.156250 Penalty: 2916.009521
	Iteration 68F: 3 clusters Score -445268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -183800.203125 Penalty: 1308.031860
	Iteration 0F: 2 clusters Score -183800.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -180999.484375 Penalty: 2616.063721
	Iteration 0F: 3 clusters Score -180999.5 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -181749.968750 Penalty: 2616.063721
	Iteration 1F: 3 clusters Score -181750 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -181887.484375 Penalty: 2616.063721
	Iteration 2F: 3 clusters Score -181887.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -181980.375000 Penalty: 2616.063721
	Iteration 3F: 3 clusters Score -181980.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -182049.109375 Penalty: 2616.063721
	Iteration 4Q: 3 clusters Score -182049.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -182103.031250 Penalty: 2616.063721
	Iteration 5Q: 3 clusters Score -182103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -182155.671875 Penalty: 2616.063721
	Iteration 6Q: 3 clusters Score -182155.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -182209.546875 Penalty: 2616.063721
	Iteration 7Q: 3 clusters Score -182209.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -182263.093750 Penalty: 2616.063721
	Iteration 8Q: 3 clusters Score -182263.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -182313.671875 Penalty: 2616.063721
	Iteration 9Q: 3 clusters Score -182313.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -182360.640625 Penalty: 2616.063721
	Iteration 10Q: 3 clusters Score -182360.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -182405.968750 Penalty: 2616.063721
	Iteration 11Q: 3 clusters Score -182406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -182450.406250 Penalty: 2616.063721
	Iteration 12Q: 3 clusters Score -182450.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -182488.625000 Penalty: 2616.063721
	Iteration 13Q: 3 clusters Score -182488.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -182512.515625 Penalty: 2616.063721
	Iteration 14Q: 3 clusters Score -182512.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -182539.281250 Penalty: 2616.063721
	Iteration 15Q: 3 clusters Score -182539.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -182568.734375 Penalty: 2616.063721
	Iteration 16Q: 3 clusters Score -182568.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -182598.765625 Penalty: 2616.063721
	Iteration 17Q: 3 clusters Score -182598.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -182626.015625 Penalty: 2616.063721
	Iteration 18Q: 3 clusters Score -182626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -182652.125000 Penalty: 2616.063721
	Iteration 19Q: 3 clusters Score -182652.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -182679.593750 Penalty: 2616.063721
	Iteration 20F: 3 clusters Score -182679.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -182702.765625 Penalty: 2616.063721
	Iteration 21Q: 3 clusters Score -182702.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -182717.265625 Penalty: 2616.063721
	Iteration 22Q: 3 clusters Score -182717.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -182730.781250 Penalty: 2616.063721
	Iteration 23Q: 3 clusters Score -182730.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -182743.781250 Penalty: 2616.063721
	Iteration 24Q: 3 clusters Score -182743.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -182756.906250 Penalty: 2616.063721
	Iteration 25Q: 3 clusters Score -182756.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -182768.562500 Penalty: 2616.063721
	Iteration 26Q: 3 clusters Score -182768.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -182784.468750 Penalty: 2616.063721
	Iteration 27Q: 3 clusters Score -182784.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -182796.812500 Penalty: 2616.063721
	Iteration 28Q: 3 clusters Score -182796.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -182808.750000 Penalty: 2616.063721
	Iteration 29Q: 3 clusters Score -182808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -182823.203125 Penalty: 2616.063721
	Iteration 30Q: 3 clusters Score -182823.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -182834.453125 Penalty: 2616.063721
	Iteration 31Q: 3 clusters Score -182834.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -182845.812500 Penalty: 2616.063721
	Iteration 32Q: 3 clusters Score -182845.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -182854.640625 Penalty: 2616.063721
	Iteration 33Q: 3 clusters Score -182854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -182861.125000 Penalty: 2616.063721
	Iteration 34Q: 3 clusters Score -182861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -182866.265625 Penalty: 2616.063721
	Iteration 35Q: 3 clusters Score -182866.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -182869.015625 Penalty: 2616.063721
	Iteration 36Q: 3 clusters Score -182869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -182870.593750 Penalty: 2616.063721
	Iteration 37Q: 3 clusters Score -182870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -182871.593750 Penalty: 2616.063721
	Iteration 38Q: 3 clusters Score -182871.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -182872.984375 Penalty: 2616.063721
	Iteration 39Q: 3 clusters Score -182873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -182875.281250 Penalty: 2616.063721
	Iteration 40F: 3 clusters Score -182875.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -182878.734375 Penalty: 2616.063721
	Iteration 41Q: 3 clusters Score -182878.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -182880.531250 Penalty: 2616.063721
	Iteration 42Q: 3 clusters Score -182880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -182884.156250 Penalty: 2616.063721
	Iteration 43Q: 3 clusters Score -182884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -182887.468750 Penalty: 2616.063721
	Iteration 44Q: 3 clusters Score -182887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -182889.593750 Penalty: 2616.063721
	Iteration 45Q: 3 clusters Score -182889.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -182891.937500 Penalty: 2616.063721
	Iteration 46Q: 3 clusters Score -182891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -182894.171875 Penalty: 2616.063721
	Iteration 47Q: 3 clusters Score -182894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -182895.656250 Penalty: 2616.063721
	Iteration 48Q: 3 clusters Score -182895.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -182895.656250 Penalty: 2616.063721
	Iteration 49F: 3 clusters Score -182895.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -13361.335938 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -13361.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12532.743164 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -12532.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12602.853516 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -12602.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12623.636719 Penalty: 1791.864380
	Iteration 2Q: 3 clusters Score -12623.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12626.910156 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -12626.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12626.910156 Penalty: 1791.864380
	Iteration 4F: 3 clusters Score -12626.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -58771.562500 Penalty: 1129.818481
	Iteration 0F: 2 clusters Score -58771.56 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 498 members 
Entering Unmasked Estep 
Score: -57307.921875 Penalty: 2259.636963
	Iteration 0F: 3 clusters Score -57307.92 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -57637.558594 Penalty: 2259.636963
	Iteration 1F: 3 clusters Score -57637.56 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57767.531250 Penalty: 2259.636963
	Iteration 2F: 3 clusters Score -57767.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57843.679688 Penalty: 2259.636963
	Iteration 3F: 3 clusters Score -57843.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57902.234375 Penalty: 2259.636963
	Iteration 4Q: 3 clusters Score -57902.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57942.660156 Penalty: 2259.636963
	Iteration 5Q: 3 clusters Score -57942.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57963.746094 Penalty: 2259.636963
	Iteration 6Q: 3 clusters Score -57963.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57977.589844 Penalty: 2259.636963
	Iteration 7Q: 3 clusters Score -57977.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57983.128906 Penalty: 2259.636963
	Iteration 8Q: 3 clusters Score -57983.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57992.914062 Penalty: 2259.636963
	Iteration 9Q: 3 clusters Score -57992.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57999.136719 Penalty: 2259.636963
	Iteration 10Q: 3 clusters Score -57999.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58005.746094 Penalty: 2259.636963
	Iteration 11Q: 3 clusters Score -58005.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58011.605469 Penalty: 2259.636963
	Iteration 12Q: 3 clusters Score -58011.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58016.785156 Penalty: 2259.636963
	Iteration 13Q: 3 clusters Score -58016.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58020.480469 Penalty: 2259.636963
	Iteration 14Q: 3 clusters Score -58020.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58027.007812 Penalty: 2259.636963
	Iteration 15Q: 3 clusters Score -58027.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58040.160156 Penalty: 2259.636963
	Iteration 16Q: 3 clusters Score -58040.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58053.324219 Penalty: 2259.636963
	Iteration 17Q: 3 clusters Score -58053.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58063.582031 Penalty: 2259.636963
	Iteration 18Q: 3 clusters Score -58063.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58071.890625 Penalty: 2259.636963
	Iteration 19Q: 3 clusters Score -58071.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58075.144531 Penalty: 2259.636963
	Iteration 20F: 3 clusters Score -58075.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58078.664062 Penalty: 2259.636963
	Iteration 21Q: 3 clusters Score -58078.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58082.621094 Penalty: 2259.636963
	Iteration 22Q: 3 clusters Score -58082.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58083.128906 Penalty: 2259.636963
	Iteration 23Q: 3 clusters Score -58083.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58083.128906 Penalty: 2259.636963
	Iteration 24F: 3 clusters Score -58083.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -34135.238281 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -34135.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -32751.740234 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -32751.74 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -33355.179688 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -33355.18 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -33627.035156 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -33627.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33775.480469 Penalty: 2237.458252
	Iteration 3F: 3 clusters Score -33775.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -33891.480469 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -33891.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -33954.687500 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -33954.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -34000.269531 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -34000.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -34029.039062 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -34029.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -34061.359375 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -34061.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -34088.835938 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -34088.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -34103.234375 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -34103.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -34116.582031 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -34116.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -34124.804688 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -34124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -34126.988281 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -34126.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -34128.511719 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -34128.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -34128.511719 Penalty: 2237.458252
	Iteration 15F: 3 clusters Score -34128.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -211107.734375 Penalty: 1324.778931
	Iteration 0F: 2 clusters Score -211107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -208102.656250 Penalty: 2649.557861
	Iteration 0F: 3 clusters Score -208102.7 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -208814.265625 Penalty: 2649.557861
	Iteration 1F: 3 clusters Score -208814.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -208980.984375 Penalty: 2649.557861
	Iteration 2F: 3 clusters Score -208981 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -209083.703125 Penalty: 2649.557861
	Iteration 3F: 3 clusters Score -209083.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -209158.687500 Penalty: 2649.557861
	Iteration 4Q: 3 clusters Score -209158.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -209221.468750 Penalty: 2649.557861
	Iteration 5Q: 3 clusters Score -209221.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -209275.718750 Penalty: 2649.557861
	Iteration 6Q: 3 clusters Score -209275.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -209316.968750 Penalty: 2649.557861
	Iteration 7Q: 3 clusters Score -209317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -209359.843750 Penalty: 2649.557861
	Iteration 8Q: 3 clusters Score -209359.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -209392.406250 Penalty: 2649.557861
	Iteration 9Q: 3 clusters Score -209392.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -209438.093750 Penalty: 2649.557861
	Iteration 10Q: 3 clusters Score -209438.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -209487.562500 Penalty: 2649.557861
	Iteration 11Q: 3 clusters Score -209487.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -209531.875000 Penalty: 2649.557861
	Iteration 12Q: 3 clusters Score -209531.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -209572.421875 Penalty: 2649.557861
	Iteration 13Q: 3 clusters Score -209572.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -209606.625000 Penalty: 2649.557861
	Iteration 14Q: 3 clusters Score -209606.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -209638.406250 Penalty: 2649.557861
	Iteration 15Q: 3 clusters Score -209638.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -209674.671875 Penalty: 2649.557861
	Iteration 16Q: 3 clusters Score -209674.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -209710.437500 Penalty: 2649.557861
	Iteration 17Q: 3 clusters Score -209710.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -209740.078125 Penalty: 2649.557861
	Iteration 18Q: 3 clusters Score -209740.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -209770.140625 Penalty: 2649.557861
	Iteration 19Q: 3 clusters Score -209770.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -209811.140625 Penalty: 2649.557861
	Iteration 20F: 3 clusters Score -209811.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -209857.515625 Penalty: 2649.557861
	Iteration 21Q: 3 clusters Score -209857.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209923.859375 Penalty: 2649.557861
	Iteration 22Q: 3 clusters Score -209923.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -209980.109375 Penalty: 2649.557861
	Iteration 23Q: 3 clusters Score -209980.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210020.375000 Penalty: 2649.557861
	Iteration 24Q: 3 clusters Score -210020.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210055.656250 Penalty: 2649.557861
	Iteration 25Q: 3 clusters Score -210055.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210080.171875 Penalty: 2649.557861
	Iteration 26Q: 3 clusters Score -210080.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -210098.000000 Penalty: 2649.557861
	Iteration 27Q: 3 clusters Score -210098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210111.734375 Penalty: 2649.557861
	Iteration 28Q: 3 clusters Score -210111.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -210123.437500 Penalty: 2649.557861
	Iteration 29Q: 3 clusters Score -210123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210128.562500 Penalty: 2649.557861
	Iteration 30Q: 3 clusters Score -210128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210131.203125 Penalty: 2649.557861
	Iteration 31Q: 3 clusters Score -210131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -210132.750000 Penalty: 2649.557861
	Iteration 32Q: 3 clusters Score -210132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -210134.609375 Penalty: 2649.557861
	Iteration 33Q: 3 clusters Score -210134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210137.156250 Penalty: 2649.557861
	Iteration 34Q: 3 clusters Score -210137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -210140.468750 Penalty: 2649.557861
	Iteration 35Q: 3 clusters Score -210140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -210142.734375 Penalty: 2649.557861
	Iteration 36Q: 3 clusters Score -210142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -210148.578125 Penalty: 2649.557861
	Iteration 37Q: 3 clusters Score -210148.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210157.609375 Penalty: 2649.557861
	Iteration 38Q: 3 clusters Score -210157.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210167.562500 Penalty: 2649.557861
	Iteration 39Q: 3 clusters Score -210167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210171.578125 Penalty: 2649.557861
	Iteration 40F: 3 clusters Score -210171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -210174.796875 Penalty: 2649.557861
	Iteration 41Q: 3 clusters Score -210174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210175.593750 Penalty: 2649.557861
	Iteration 42Q: 3 clusters Score -210175.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -210177.015625 Penalty: 2649.557861
	Iteration 43Q: 3 clusters Score -210177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -210178.843750 Penalty: 2649.557861
	Iteration 44Q: 3 clusters Score -210178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210179.453125 Penalty: 2649.557861
	Iteration 45Q: 3 clusters Score -210179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210182.671875 Penalty: 2649.557861
	Iteration 46Q: 3 clusters Score -210182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210184.218750 Penalty: 2649.557861
	Iteration 47Q: 3 clusters Score -210184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -210185.765625 Penalty: 2649.557861
	Iteration 48Q: 3 clusters Score -210185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210187.687500 Penalty: 2649.557861
	Iteration 49Q: 3 clusters Score -210187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -210189.531250 Penalty: 2649.557861
	Iteration 50Q: 3 clusters Score -210189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210192.109375 Penalty: 2649.557861
	Iteration 51Q: 3 clusters Score -210192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210194.843750 Penalty: 2649.557861
	Iteration 52Q: 3 clusters Score -210194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210200.593750 Penalty: 2649.557861
	Iteration 53Q: 3 clusters Score -210200.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210203.828125 Penalty: 2649.557861
	Iteration 54Q: 3 clusters Score -210203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210205.921875 Penalty: 2649.557861
	Iteration 55Q: 3 clusters Score -210205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -210207.281250 Penalty: 2649.557861
	Iteration 56Q: 3 clusters Score -210207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210208.406250 Penalty: 2649.557861
	Iteration 57Q: 3 clusters Score -210208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210212.015625 Penalty: 2649.557861
	Iteration 58Q: 3 clusters Score -210212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210215.468750 Penalty: 2649.557861
	Iteration 59Q: 3 clusters Score -210215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -210219.250000 Penalty: 2649.557861
	Iteration 60F: 3 clusters Score -210219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -210223.843750 Penalty: 2649.557861
	Iteration 61Q: 3 clusters Score -210223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210228.671875 Penalty: 2649.557861
	Iteration 62Q: 3 clusters Score -210228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -210234.078125 Penalty: 2649.557861
	Iteration 63Q: 3 clusters Score -210234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210237.406250 Penalty: 2649.557861
	Iteration 64Q: 3 clusters Score -210237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210241.171875 Penalty: 2649.557861
	Iteration 65Q: 3 clusters Score -210241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -210243.671875 Penalty: 2649.557861
	Iteration 66Q: 3 clusters Score -210243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -210244.140625 Penalty: 2649.557861
	Iteration 67Q: 3 clusters Score -210244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -210244.593750 Penalty: 2649.557861
	Iteration 68Q: 3 clusters Score -210244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -210244.593750 Penalty: 2649.557861
	Iteration 69F: 3 clusters Score -210244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -180705.250000 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -180705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -177481.828125 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -177481.8 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -178613.609375 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -178613.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -179004.750000 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -179004.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -179256.234375 Penalty: 2680.176025
	Iteration 3F: 3 clusters Score -179256.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -179446.968750 Penalty: 2680.176025
	Iteration 4F: 3 clusters Score -179447 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179601.796875 Penalty: 2680.176025
	Iteration 5F: 3 clusters Score -179601.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -179707.625000 Penalty: 2680.176025
	Iteration 6Q: 3 clusters Score -179707.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -179785.593750 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -179785.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -179848.031250 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -179848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -179898.812500 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -179898.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -179933.890625 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -179933.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -179960.437500 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -179960.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -179984.000000 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -179984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180002.312500 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -180002.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180014.406250 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -180014.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180025.125000 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -180025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -180029.406250 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -180029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -180035.421875 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -180035.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -180042.421875 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -180042.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -180048.375000 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -180048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -180052.718750 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -180052.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -180054.953125 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -180055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -180054.906250 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -180054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -180056.140625 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -180056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180056.421875 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -180056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -180056.859375 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -180056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180057.078125 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -180057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -180057.187500 Penalty: 2680.176025
	Iteration 27Q: 3 clusters Score -180057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -180057.859375 Penalty: 2680.176025
	Iteration 28Q: 3 clusters Score -180057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -180058.296875 Penalty: 2680.176025
	Iteration 29Q: 3 clusters Score -180058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -180058.921875 Penalty: 2680.176025
	Iteration 30Q: 3 clusters Score -180058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -180059.312500 Penalty: 2680.176025
	Iteration 31Q: 3 clusters Score -180059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -180059.234375 Penalty: 2680.176025
	Iteration 32Q: 3 clusters Score -180059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -180059.234375 Penalty: 2680.176025
	Iteration 33F: 3 clusters Score -180059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -678044.000000 Penalty: 1516.842407
	Iteration 0F: 2 clusters Score -678044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -670028.687500 Penalty: 3033.684814
	Iteration 0F: 3 clusters Score -670028.7 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -672686.500000 Penalty: 3033.684814
	Iteration 1F: 3 clusters Score -672686.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -672932.062500 Penalty: 3033.684814
	Iteration 2F: 3 clusters Score -672932.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -673116.375000 Penalty: 3033.684814
	Iteration 3Q: 3 clusters Score -673116.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -673269.062500 Penalty: 3033.684814
	Iteration 4Q: 3 clusters Score -673269.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -673424.875000 Penalty: 3033.684814
	Iteration 5Q: 3 clusters Score -673424.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -673560.500000 Penalty: 3033.684814
	Iteration 6Q: 3 clusters Score -673560.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -673686.375000 Penalty: 3033.684814
	Iteration 7Q: 3 clusters Score -673686.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -673810.437500 Penalty: 3033.684814
	Iteration 8Q: 3 clusters Score -673810.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -673953.812500 Penalty: 3033.684814
	Iteration 9Q: 3 clusters Score -673953.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -674113.187500 Penalty: 3033.684814
	Iteration 10Q: 3 clusters Score -674113.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -674294.562500 Penalty: 3033.684814
	Iteration 11Q: 3 clusters Score -674294.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -674488.812500 Penalty: 3033.684814
	Iteration 12Q: 3 clusters Score -674488.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -674684.937500 Penalty: 3033.684814
	Iteration 13Q: 3 clusters Score -674684.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -674854.625000 Penalty: 3033.684814
	Iteration 14Q: 3 clusters Score -674854.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -674973.062500 Penalty: 3033.684814
	Iteration 15Q: 3 clusters Score -674973.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -675041.687500 Penalty: 3033.684814
	Iteration 16Q: 3 clusters Score -675041.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -675103.937500 Penalty: 3033.684814
	Iteration 17Q: 3 clusters Score -675103.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -675161.687500 Penalty: 3033.684814
	Iteration 18Q: 3 clusters Score -675161.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -675208.250000 Penalty: 3033.684814
	Iteration 19Q: 3 clusters Score -675208.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -675253.937500 Penalty: 3033.684814
	Iteration 20F: 3 clusters Score -675253.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -675301.562500 Penalty: 3033.684814
	Iteration 21Q: 3 clusters Score -675301.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -675342.125000 Penalty: 3033.684814
	Iteration 22Q: 3 clusters Score -675342.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -675387.562500 Penalty: 3033.684814
	Iteration 23Q: 3 clusters Score -675387.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -675429.125000 Penalty: 3033.684814
	Iteration 24Q: 3 clusters Score -675429.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -675481.250000 Penalty: 3033.684814
	Iteration 25Q: 3 clusters Score -675481.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -675526.437500 Penalty: 3033.684814
	Iteration 26Q: 3 clusters Score -675526.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -675574.625000 Penalty: 3033.684814
	Iteration 27Q: 3 clusters Score -675574.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -675618.875000 Penalty: 3033.684814
	Iteration 28Q: 3 clusters Score -675618.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -675661.812500 Penalty: 3033.684814
	Iteration 29Q: 3 clusters Score -675661.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -675702.500000 Penalty: 3033.684814
	Iteration 30Q: 3 clusters Score -675702.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -675745.687500 Penalty: 3033.684814
	Iteration 31Q: 3 clusters Score -675745.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -675787.750000 Penalty: 3033.684814
	Iteration 32Q: 3 clusters Score -675787.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -675842.312500 Penalty: 3033.684814
	Iteration 33Q: 3 clusters Score -675842.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -675913.125000 Penalty: 3033.684814
	Iteration 34Q: 3 clusters Score -675913.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -675976.625000 Penalty: 3033.684814
	Iteration 35Q: 3 clusters Score -675976.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -676042.000000 Penalty: 3033.684814
	Iteration 36Q: 3 clusters Score -676042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -676113.562500 Penalty: 3033.684814
	Iteration 37Q: 3 clusters Score -676113.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -676185.750000 Penalty: 3033.684814
	Iteration 38Q: 3 clusters Score -676185.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -676256.687500 Penalty: 3033.684814
	Iteration 39Q: 3 clusters Score -676256.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -676326.562500 Penalty: 3033.684814
	Iteration 40F: 3 clusters Score -676326.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -676411.625000 Penalty: 3033.684814
	Iteration 41Q: 3 clusters Score -676411.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -676491.312500 Penalty: 3033.684814
	Iteration 42Q: 3 clusters Score -676491.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -676547.000000 Penalty: 3033.684814
	Iteration 43Q: 3 clusters Score -676547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -676586.437500 Penalty: 3033.684814
	Iteration 44Q: 3 clusters Score -676586.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -676612.625000 Penalty: 3033.684814
	Iteration 45Q: 3 clusters Score -676612.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -676630.937500 Penalty: 3033.684814
	Iteration 46Q: 3 clusters Score -676630.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -676641.437500 Penalty: 3033.684814
	Iteration 47Q: 3 clusters Score -676641.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -676658.125000 Penalty: 3033.684814
	Iteration 48Q: 3 clusters Score -676658.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -676672.875000 Penalty: 3033.684814
	Iteration 49Q: 3 clusters Score -676672.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -676688.437500 Penalty: 3033.684814
	Iteration 50Q: 3 clusters Score -676688.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -676706.125000 Penalty: 3033.684814
	Iteration 51Q: 3 clusters Score -676706.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -676724.875000 Penalty: 3033.684814
	Iteration 52Q: 3 clusters Score -676724.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -676739.812500 Penalty: 3033.684814
	Iteration 53Q: 3 clusters Score -676739.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -676753.750000 Penalty: 3033.684814
	Iteration 54Q: 3 clusters Score -676753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -676766.000000 Penalty: 3033.684814
	Iteration 55Q: 3 clusters Score -676766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -676775.062500 Penalty: 3033.684814
	Iteration 56Q: 3 clusters Score -676775.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -676785.500000 Penalty: 3033.684814
	Iteration 57Q: 3 clusters Score -676785.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -676797.500000 Penalty: 3033.684814
	Iteration 58Q: 3 clusters Score -676797.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -676804.812500 Penalty: 3033.684814
	Iteration 59Q: 3 clusters Score -676804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -676807.125000 Penalty: 3033.684814
	Iteration 60F: 3 clusters Score -676807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -676814.687500 Penalty: 3033.684814
	Iteration 61Q: 3 clusters Score -676814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -676819.875000 Penalty: 3033.684814
	Iteration 62Q: 3 clusters Score -676819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -676824.375000 Penalty: 3033.684814
	Iteration 63Q: 3 clusters Score -676824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -676825.875000 Penalty: 3033.684814
	Iteration 64Q: 3 clusters Score -676825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -676829.562500 Penalty: 3033.684814
	Iteration 65Q: 3 clusters Score -676829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -676832.062500 Penalty: 3033.684814
	Iteration 66Q: 3 clusters Score -676832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -676834.062500 Penalty: 3033.684814
	Iteration 67Q: 3 clusters Score -676834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -676835.125000 Penalty: 3033.684814
	Iteration 68Q: 3 clusters Score -676835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -676834.625000 Penalty: 3033.684814
	Iteration 69Q: 3 clusters Score -676834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -676834.562500 Penalty: 3033.684814
	Iteration 70Q: 3 clusters Score -676834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -676837.062500 Penalty: 3033.684814
	Iteration 71Q: 3 clusters Score -676837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -676836.312500 Penalty: 3033.684814
	Iteration 72Q: 3 clusters Score -676836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -676836.312500 Penalty: 3033.684814
	Iteration 73F: 3 clusters Score -676836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -40161.011719 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -40161.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -38896.121094 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -38896.12 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39173.945312 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -39173.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39269.585938 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -39269.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -39340.582031 Penalty: 2149.349854
	Iteration 3F: 3 clusters Score -39340.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39371.082031 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -39371.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39402.253906 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -39402.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39428.226562 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -39428.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39441.074219 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -39441.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -39449.765625 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -39449.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39456.847656 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -39456.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39464.378906 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -39464.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39467.000000 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -39467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -39473.332031 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -39473.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -39487.929688 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -39487.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -39498.101562 Penalty: 2149.349854
	Iteration 14Q: 3 clusters Score -39498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -39502.773438 Penalty: 2149.349854
	Iteration 15Q: 3 clusters Score -39502.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -39508.839844 Penalty: 2149.349854
	Iteration 16Q: 3 clusters Score -39508.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39510.035156 Penalty: 2149.349854
	Iteration 17Q: 3 clusters Score -39510.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -39510.035156 Penalty: 2149.349854
	Iteration 18F: 3 clusters Score -39510.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -153644.718750 Penalty: 1284.454468
	Iteration 0F: 2 clusters Score -153644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -151167.531250 Penalty: 2568.908936
	Iteration 0F: 3 clusters Score -151167.5 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -151769.046875 Penalty: 2568.908936
	Iteration 1F: 3 clusters Score -151769 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -151896.062500 Penalty: 2568.908936
	Iteration 2F: 3 clusters Score -151896.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -151981.500000 Penalty: 2568.908936
	Iteration 3Q: 3 clusters Score -151981.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -152049.421875 Penalty: 2568.908936
	Iteration 4Q: 3 clusters Score -152049.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -152111.312500 Penalty: 2568.908936
	Iteration 5Q: 3 clusters Score -152111.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -152166.109375 Penalty: 2568.908936
	Iteration 6Q: 3 clusters Score -152166.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -152223.765625 Penalty: 2568.908936
	Iteration 7Q: 3 clusters Score -152223.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152282.937500 Penalty: 2568.908936
	Iteration 8Q: 3 clusters Score -152282.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152320.984375 Penalty: 2568.908936
	Iteration 9Q: 3 clusters Score -152321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -152347.656250 Penalty: 2568.908936
	Iteration 10Q: 3 clusters Score -152347.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152361.843750 Penalty: 2568.908936
	Iteration 11Q: 3 clusters Score -152361.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -152375.734375 Penalty: 2568.908936
	Iteration 12Q: 3 clusters Score -152375.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152394.125000 Penalty: 2568.908936
	Iteration 13Q: 3 clusters Score -152394.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152413.343750 Penalty: 2568.908936
	Iteration 14Q: 3 clusters Score -152413.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -152433.562500 Penalty: 2568.908936
	Iteration 15Q: 3 clusters Score -152433.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152448.390625 Penalty: 2568.908936
	Iteration 16Q: 3 clusters Score -152448.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -152467.406250 Penalty: 2568.908936
	Iteration 17Q: 3 clusters Score -152467.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152482.406250 Penalty: 2568.908936
	Iteration 18Q: 3 clusters Score -152482.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -152495.281250 Penalty: 2568.908936
	Iteration 19Q: 3 clusters Score -152495.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -152505.703125 Penalty: 2568.908936
	Iteration 20F: 3 clusters Score -152505.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152518.937500 Penalty: 2568.908936
	Iteration 21Q: 3 clusters Score -152518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -152526.421875 Penalty: 2568.908936
	Iteration 22Q: 3 clusters Score -152526.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -152533.125000 Penalty: 2568.908936
	Iteration 23Q: 3 clusters Score -152533.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152538.906250 Penalty: 2568.908936
	Iteration 24Q: 3 clusters Score -152538.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152543.578125 Penalty: 2568.908936
	Iteration 25Q: 3 clusters Score -152543.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -152547.718750 Penalty: 2568.908936
	Iteration 26Q: 3 clusters Score -152547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152550.625000 Penalty: 2568.908936
	Iteration 27Q: 3 clusters Score -152550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -152554.640625 Penalty: 2568.908936
	Iteration 28Q: 3 clusters Score -152554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -152558.296875 Penalty: 2568.908936
	Iteration 29Q: 3 clusters Score -152558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152561.437500 Penalty: 2568.908936
	Iteration 30Q: 3 clusters Score -152561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152563.781250 Penalty: 2568.908936
	Iteration 31Q: 3 clusters Score -152563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152566.734375 Penalty: 2568.908936
	Iteration 32Q: 3 clusters Score -152566.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152570.140625 Penalty: 2568.908936
	Iteration 33Q: 3 clusters Score -152570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152572.296875 Penalty: 2568.908936
	Iteration 34Q: 3 clusters Score -152572.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152576.125000 Penalty: 2568.908936
	Iteration 35Q: 3 clusters Score -152576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152581.437500 Penalty: 2568.908936
	Iteration 36Q: 3 clusters Score -152581.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152587.968750 Penalty: 2568.908936
	Iteration 37Q: 3 clusters Score -152588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152592.921875 Penalty: 2568.908936
	Iteration 38Q: 3 clusters Score -152592.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152597.359375 Penalty: 2568.908936
	Iteration 39Q: 3 clusters Score -152597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152599.312500 Penalty: 2568.908936
	Iteration 40F: 3 clusters Score -152599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152599.609375 Penalty: 2568.908936
	Iteration 41Q: 3 clusters Score -152599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152599.828125 Penalty: 2568.908936
	Iteration 42Q: 3 clusters Score -152599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152600.500000 Penalty: 2568.908936
	Iteration 43Q: 3 clusters Score -152600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152601.406250 Penalty: 2568.908936
	Iteration 44Q: 3 clusters Score -152601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152602.156250 Penalty: 2568.908936
	Iteration 45Q: 3 clusters Score -152602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152602.921875 Penalty: 2568.908936
	Iteration 46Q: 3 clusters Score -152602.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152603.921875 Penalty: 2568.908936
	Iteration 47Q: 3 clusters Score -152603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152606.875000 Penalty: 2568.908936
	Iteration 48Q: 3 clusters Score -152606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152608.796875 Penalty: 2568.908936
	Iteration 49Q: 3 clusters Score -152608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152610.531250 Penalty: 2568.908936
	Iteration 50Q: 3 clusters Score -152610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152611.343750 Penalty: 2568.908936
	Iteration 51Q: 3 clusters Score -152611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152612.718750 Penalty: 2568.908936
	Iteration 52Q: 3 clusters Score -152612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152613.687500 Penalty: 2568.908936
	Iteration 53Q: 3 clusters Score -152613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152614.625000 Penalty: 2568.908936
	Iteration 54Q: 3 clusters Score -152614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152615.171875 Penalty: 2568.908936
	Iteration 55Q: 3 clusters Score -152615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152616.343750 Penalty: 2568.908936
	Iteration 56Q: 3 clusters Score -152616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152617.156250 Penalty: 2568.908936
	Iteration 57Q: 3 clusters Score -152617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152619.078125 Penalty: 2568.908936
	Iteration 58Q: 3 clusters Score -152619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152622.187500 Penalty: 2568.908936
	Iteration 59Q: 3 clusters Score -152622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152622.640625 Penalty: 2568.908936
	Iteration 60F: 3 clusters Score -152622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152623.078125 Penalty: 2568.908936
	Iteration 61Q: 3 clusters Score -152623.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152623.609375 Penalty: 2568.908936
	Iteration 62Q: 3 clusters Score -152623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152624.484375 Penalty: 2568.908936
	Iteration 63Q: 3 clusters Score -152624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152625.625000 Penalty: 2568.908936
	Iteration 64Q: 3 clusters Score -152625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152625.625000 Penalty: 2568.908936
	Iteration 65F: 3 clusters Score -152625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Entering Unmasked Estep 
Score: -243147.718750 Penalty: 1361.189453
	Iteration 0F: 2 clusters Score -243147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -239537.250000 Penalty: 2722.378906
	Iteration 0F: 3 clusters Score -239537.2 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -240536.312500 Penalty: 2722.378906
	Iteration 1F: 3 clusters Score -240536.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -240740.703125 Penalty: 2722.378906
	Iteration 2F: 3 clusters Score -240740.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -240891.203125 Penalty: 2722.378906
	Iteration 3F: 3 clusters Score -240891.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -241018.343750 Penalty: 2722.378906
	Iteration 4Q: 3 clusters Score -241018.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -241125.843750 Penalty: 2722.378906
	Iteration 5Q: 3 clusters Score -241125.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -241262.093750 Penalty: 2722.378906
	Iteration 6Q: 3 clusters Score -241262.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -241392.421875 Penalty: 2722.378906
	Iteration 7Q: 3 clusters Score -241392.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -241508.328125 Penalty: 2722.378906
	Iteration 8Q: 3 clusters Score -241508.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -241611.562500 Penalty: 2722.378906
	Iteration 9Q: 3 clusters Score -241611.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -241714.453125 Penalty: 2722.378906
	Iteration 10Q: 3 clusters Score -241714.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -241823.578125 Penalty: 2722.378906
	Iteration 11Q: 3 clusters Score -241823.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -241955.359375 Penalty: 2722.378906
	Iteration 12Q: 3 clusters Score -241955.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -242122.328125 Penalty: 2722.378906
	Iteration 13Q: 3 clusters Score -242122.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -242273.765625 Penalty: 2722.378906
	Iteration 14Q: 3 clusters Score -242273.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -242374.765625 Penalty: 2722.378906
	Iteration 15Q: 3 clusters Score -242374.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -242436.968750 Penalty: 2722.378906
	Iteration 16Q: 3 clusters Score -242437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -242475.671875 Penalty: 2722.378906
	Iteration 17Q: 3 clusters Score -242475.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -242499.140625 Penalty: 2722.378906
	Iteration 18Q: 3 clusters Score -242499.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -242507.765625 Penalty: 2722.378906
	Iteration 19Q: 3 clusters Score -242507.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -242514.343750 Penalty: 2722.378906
	Iteration 20F: 3 clusters Score -242514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -242522.328125 Penalty: 2722.378906
	Iteration 21Q: 3 clusters Score -242522.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -242527.843750 Penalty: 2722.378906
	Iteration 22Q: 3 clusters Score -242527.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -242533.703125 Penalty: 2722.378906
	Iteration 23Q: 3 clusters Score -242533.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -242539.812500 Penalty: 2722.378906
	Iteration 24Q: 3 clusters Score -242539.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -242545.640625 Penalty: 2722.378906
	Iteration 25Q: 3 clusters Score -242545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -242548.015625 Penalty: 2722.378906
	Iteration 26Q: 3 clusters Score -242548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -242550.984375 Penalty: 2722.378906
	Iteration 27Q: 3 clusters Score -242551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -242552.218750 Penalty: 2722.378906
	Iteration 28Q: 3 clusters Score -242552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -242553.125000 Penalty: 2722.378906
	Iteration 29Q: 3 clusters Score -242553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -242553.375000 Penalty: 2722.378906
	Iteration 30Q: 3 clusters Score -242553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -242553.375000 Penalty: 2722.378906
	Iteration 31F: 3 clusters Score -242553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Entering Unmasked Estep 
Score: -21812.607422 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -21812.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20765.806641 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -20765.81 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20921.029297 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -20921.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20965.326172 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -20965.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20996.189453 Penalty: 1972.989746
	Iteration 3Q: 3 clusters Score -20996.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21031.486328 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -21031.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21057.449219 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -21057.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21081.154297 Penalty: 1972.989746
	Iteration 6Q: 3 clusters Score -21081.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21114.978516 Penalty: 1972.989746
	Iteration 7Q: 3 clusters Score -21114.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21160.708984 Penalty: 1972.989746
	Iteration 8Q: 3 clusters Score -21160.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21186.115234 Penalty: 1972.989746
	Iteration 9Q: 3 clusters Score -21186.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21202.804688 Penalty: 1972.989746
	Iteration 10Q: 3 clusters Score -21202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21212.068359 Penalty: 1972.989746
	Iteration 11Q: 3 clusters Score -21212.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21221.154297 Penalty: 1972.989746
	Iteration 12Q: 3 clusters Score -21221.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21223.173828 Penalty: 1972.989746
	Iteration 13Q: 3 clusters Score -21223.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -21227.351562 Penalty: 1972.989746
	Iteration 14Q: 3 clusters Score -21227.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21228.580078 Penalty: 1972.989746
	Iteration 15Q: 3 clusters Score -21228.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21228.580078 Penalty: 1972.989746
	Iteration 16F: 3 clusters Score -21228.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -457677.968750 Penalty: 1452.340698
	Iteration 0F: 2 clusters Score -457678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -452035.468750 Penalty: 2904.681396
	Iteration 0F: 3 clusters Score -452035.5 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -453777.187500 Penalty: 2904.681396
	Iteration 1F: 3 clusters Score -453777.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -454030.812500 Penalty: 2904.681396
	Iteration 2F: 3 clusters Score -454030.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -454229.125000 Penalty: 2904.681396
	Iteration 3F: 3 clusters Score -454229.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -454417.187500 Penalty: 2904.681396
	Iteration 4Q: 3 clusters Score -454417.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -454612.906250 Penalty: 2904.681396
	Iteration 5Q: 3 clusters Score -454612.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -454831.406250 Penalty: 2904.681396
	Iteration 6Q: 3 clusters Score -454831.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -455059.500000 Penalty: 2904.681396
	Iteration 7Q: 3 clusters Score -455059.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -455253.687500 Penalty: 2904.681396
	Iteration 8Q: 3 clusters Score -455253.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -455436.906250 Penalty: 2904.681396
	Iteration 9Q: 3 clusters Score -455436.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -455624.218750 Penalty: 2904.681396
	Iteration 10Q: 3 clusters Score -455624.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -455760.125000 Penalty: 2904.681396
	Iteration 11Q: 3 clusters Score -455760.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -455864.187500 Penalty: 2904.681396
	Iteration 12Q: 3 clusters Score -455864.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -455960.812500 Penalty: 2904.681396
	Iteration 13Q: 3 clusters Score -455960.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -456040.218750 Penalty: 2904.681396
	Iteration 14Q: 3 clusters Score -456040.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -456104.875000 Penalty: 2904.681396
	Iteration 15Q: 3 clusters Score -456104.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -456169.156250 Penalty: 2904.681396
	Iteration 16Q: 3 clusters Score -456169.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -456229.218750 Penalty: 2904.681396
	Iteration 17Q: 3 clusters Score -456229.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -456306.031250 Penalty: 2904.681396
	Iteration 18Q: 3 clusters Score -456306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -456401.531250 Penalty: 2904.681396
	Iteration 19Q: 3 clusters Score -456401.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -456470.968750 Penalty: 2904.681396
	Iteration 20F: 3 clusters Score -456471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -456517.343750 Penalty: 2904.681396
	Iteration 21Q: 3 clusters Score -456517.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -456550.531250 Penalty: 2904.681396
	Iteration 22Q: 3 clusters Score -456550.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -456573.843750 Penalty: 2904.681396
	Iteration 23Q: 3 clusters Score -456573.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -456589.281250 Penalty: 2904.681396
	Iteration 24Q: 3 clusters Score -456589.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -456601.437500 Penalty: 2904.681396
	Iteration 25Q: 3 clusters Score -456601.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -456607.906250 Penalty: 2904.681396
	Iteration 26Q: 3 clusters Score -456607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -456609.593750 Penalty: 2904.681396
	Iteration 27Q: 3 clusters Score -456609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -456609.593750 Penalty: 2904.681396
	Iteration 28F: 3 clusters Score -456609.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -77263.601562 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -77263.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75600.148438 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -75600.15 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -75913.421875 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -75913.42 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -75996.812500 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -75996.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76037.937500 Penalty: 2334.758057
	Iteration 3Q: 3 clusters Score -76037.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -76070.218750 Penalty: 2334.758057
	Iteration 4Q: 3 clusters Score -76070.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -76095.914062 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -76095.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -76119.460938 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -76119.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -76135.937500 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -76135.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -76153.351562 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -76153.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -76163.601562 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -76163.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -76172.679688 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -76172.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -76182.687500 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -76182.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -76191.414062 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -76191.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -76195.859375 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -76195.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -76199.781250 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -76199.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -76203.382812 Penalty: 2334.758057
	Iteration 15Q: 3 clusters Score -76203.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -76204.835938 Penalty: 2334.758057
	Iteration 16Q: 3 clusters Score -76204.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -76207.085938 Penalty: 2334.758057
	Iteration 17Q: 3 clusters Score -76207.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -76208.648438 Penalty: 2334.758057
	Iteration 18Q: 3 clusters Score -76208.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -76211.585938 Penalty: 2334.758057
	Iteration 19Q: 3 clusters Score -76211.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -76214.148438 Penalty: 2334.758057
	Iteration 20F: 3 clusters Score -76214.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -76215.710938 Penalty: 2334.758057
	Iteration 21Q: 3 clusters Score -76215.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -76217.250000 Penalty: 2334.758057
	Iteration 22Q: 3 clusters Score -76217.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -76218.179688 Penalty: 2334.758057
	Iteration 23Q: 3 clusters Score -76218.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -76219.171875 Penalty: 2334.758057
	Iteration 24Q: 3 clusters Score -76219.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -76220.710938 Penalty: 2334.758057
	Iteration 25Q: 3 clusters Score -76220.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -76220.710938 Penalty: 2334.758057
	Iteration 26F: 3 clusters Score -76220.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -168569.250000 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -168569.2 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 1786 members 
Entering Unmasked Estep 
Score: -165493.781250 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -165493.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -166422.906250 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -166422.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -166672.156250 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -166672.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -166883.375000 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -166883.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -167052.843750 Penalty: 2659.785645
	Iteration 4F: 3 clusters Score -167052.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -167184.812500 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -167184.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -167297.812500 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -167297.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -167373.421875 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -167373.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -167439.906250 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -167439.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -167499.500000 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -167499.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -167546.640625 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -167546.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -167593.734375 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -167593.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -167632.687500 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -167632.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -167664.703125 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -167664.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -167694.843750 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -167694.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -167725.843750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -167725.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -167749.953125 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -167750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -167767.515625 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -167767.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -167782.281250 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -167782.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -167794.468750 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -167794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -167802.078125 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -167802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -167807.046875 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -167807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -167809.156250 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -167809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -167810.765625 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -167810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -167813.828125 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -167813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -167815.671875 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -167815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -167816.812500 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -167816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -167818.562500 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -167818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -167820.890625 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -167820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -167822.046875 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -167822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -167822.453125 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -167822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -167822.750000 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -167822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -167823.671875 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -167823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -167823.890625 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -167823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -167824.250000 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -167824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -167824.250000 Penalty: 2659.785645
	Iteration 35F: 3 clusters Score -167824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -126046.414062 Penalty: 1251.077148
	Iteration 0F: 2 clusters Score -126046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -123827.054688 Penalty: 2502.154297
	Iteration 0F: 3 clusters Score -123827.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -124388.562500 Penalty: 2502.154297
	Iteration 1F: 3 clusters Score -124388.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -124537.468750 Penalty: 2502.154297
	Iteration 2F: 3 clusters Score -124537.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -124659.273438 Penalty: 2502.154297
	Iteration 3F: 3 clusters Score -124659.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -124774.742188 Penalty: 2502.154297
	Iteration 4Q: 3 clusters Score -124774.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -124890.718750 Penalty: 2502.154297
	Iteration 5F: 3 clusters Score -124890.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -124997.695312 Penalty: 2502.154297
	Iteration 6Q: 3 clusters Score -124997.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -125120.843750 Penalty: 2502.154297
	Iteration 7Q: 3 clusters Score -125120.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -125213.320312 Penalty: 2502.154297
	Iteration 8Q: 3 clusters Score -125213.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -125271.773438 Penalty: 2502.154297
	Iteration 9Q: 3 clusters Score -125271.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -125317.703125 Penalty: 2502.154297
	Iteration 10Q: 3 clusters Score -125317.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -125350.054688 Penalty: 2502.154297
	Iteration 11Q: 3 clusters Score -125350.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -125364.484375 Penalty: 2502.154297
	Iteration 12Q: 3 clusters Score -125364.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -125375.515625 Penalty: 2502.154297
	Iteration 13Q: 3 clusters Score -125375.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -125387.656250 Penalty: 2502.154297
	Iteration 14Q: 3 clusters Score -125387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -125396.570312 Penalty: 2502.154297
	Iteration 15Q: 3 clusters Score -125396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -125401.453125 Penalty: 2502.154297
	Iteration 16Q: 3 clusters Score -125401.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -125402.015625 Penalty: 2502.154297
	Iteration 17Q: 3 clusters Score -125402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -125402.421875 Penalty: 2502.154297
	Iteration 18Q: 3 clusters Score -125402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -125403.054688 Penalty: 2502.154297
	Iteration 19Q: 3 clusters Score -125403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -125403.054688 Penalty: 2502.154297
	Iteration 20F: 3 clusters Score -125403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -114008.906250 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -114008.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -111943.859375 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -111943.9 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -112383.312500 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -112383.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -112495.851562 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -112495.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -112578.515625 Penalty: 2466.205078
	Iteration 3F: 3 clusters Score -112578.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -112629.468750 Penalty: 2466.205078
	Iteration 4Q: 3 clusters Score -112629.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -112666.039062 Penalty: 2466.205078
	Iteration 5Q: 3 clusters Score -112666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -112693.367188 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -112693.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -112712.500000 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -112712.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -112726.796875 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -112726.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -112744.695312 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -112744.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -112757.085938 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -112757.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -112765.054688 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -112765.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -112773.835938 Penalty: 2466.205078
	Iteration 12Q: 3 clusters Score -112773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -112784.664062 Penalty: 2466.205078
	Iteration 13Q: 3 clusters Score -112784.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -112790.703125 Penalty: 2466.205078
	Iteration 14Q: 3 clusters Score -112790.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -112796.679688 Penalty: 2466.205078
	Iteration 15Q: 3 clusters Score -112796.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -112806.046875 Penalty: 2466.205078
	Iteration 16Q: 3 clusters Score -112806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -112811.164062 Penalty: 2466.205078
	Iteration 17Q: 3 clusters Score -112811.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -112814.500000 Penalty: 2466.205078
	Iteration 18Q: 3 clusters Score -112814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -112817.921875 Penalty: 2466.205078
	Iteration 19Q: 3 clusters Score -112817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -112820.375000 Penalty: 2466.205078
	Iteration 20F: 3 clusters Score -112820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -112821.382812 Penalty: 2466.205078
	Iteration 21Q: 3 clusters Score -112821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -112821.757812 Penalty: 2466.205078
	Iteration 22Q: 3 clusters Score -112821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -112822.601562 Penalty: 2466.205078
	Iteration 23Q: 3 clusters Score -112822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -112823.335938 Penalty: 2466.205078
	Iteration 24Q: 3 clusters Score -112823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -112824.140625 Penalty: 2466.205078
	Iteration 25Q: 3 clusters Score -112824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -112824.460938 Penalty: 2466.205078
	Iteration 26Q: 3 clusters Score -112824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -112825.234375 Penalty: 2466.205078
	Iteration 27Q: 3 clusters Score -112825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -112825.734375 Penalty: 2466.205078
	Iteration 28Q: 3 clusters Score -112825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -112825.734375 Penalty: 2466.205078
	Iteration 29F: 3 clusters Score -112825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -144188.968750 Penalty: 1272.444214
	Iteration 0F: 2 clusters Score -144189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -141795.671875 Penalty: 2544.888428
	Iteration 0F: 3 clusters Score -141795.7 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -142391.765625 Penalty: 2544.888428
	Iteration 1F: 3 clusters Score -142391.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -142498.781250 Penalty: 2544.888428
	Iteration 2F: 3 clusters Score -142498.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -142547.687500 Penalty: 2544.888428
	Iteration 3Q: 3 clusters Score -142547.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -142576.796875 Penalty: 2544.888428
	Iteration 4Q: 3 clusters Score -142576.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -142592.281250 Penalty: 2544.888428
	Iteration 5Q: 3 clusters Score -142592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -142602.828125 Penalty: 2544.888428
	Iteration 6Q: 3 clusters Score -142602.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -142613.015625 Penalty: 2544.888428
	Iteration 7Q: 3 clusters Score -142613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -142624.453125 Penalty: 2544.888428
	Iteration 8Q: 3 clusters Score -142624.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -142632.437500 Penalty: 2544.888428
	Iteration 9Q: 3 clusters Score -142632.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -142635.468750 Penalty: 2544.888428
	Iteration 10Q: 3 clusters Score -142635.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -142638.125000 Penalty: 2544.888428
	Iteration 11Q: 3 clusters Score -142638.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -142640.796875 Penalty: 2544.888428
	Iteration 12Q: 3 clusters Score -142640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -142642.500000 Penalty: 2544.888428
	Iteration 13Q: 3 clusters Score -142642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -142643.218750 Penalty: 2544.888428
	Iteration 14Q: 3 clusters Score -142643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -142644.140625 Penalty: 2544.888428
	Iteration 15Q: 3 clusters Score -142644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -142644.437500 Penalty: 2544.888428
	Iteration 16Q: 3 clusters Score -142644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -142645.250000 Penalty: 2544.888428
	Iteration 17Q: 3 clusters Score -142645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -142646.125000 Penalty: 2544.888428
	Iteration 18Q: 3 clusters Score -142646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -142646.343750 Penalty: 2544.888428
	Iteration 19Q: 3 clusters Score -142646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -142646.796875 Penalty: 2544.888428
	Iteration 20F: 3 clusters Score -142646.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -119857.992188 Penalty: 1250.560669
	Iteration 0F: 2 clusters Score -119858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -117639.453125 Penalty: 2501.121338
	Iteration 0F: 3 clusters Score -117639.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -118168.257812 Penalty: 2501.121338
	Iteration 1F: 3 clusters Score -118168.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -118299.742188 Penalty: 2501.121338
	Iteration 2F: 3 clusters Score -118299.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -118370.554688 Penalty: 2501.121338
	Iteration 3Q: 3 clusters Score -118370.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -118437.226562 Penalty: 2501.121338
	Iteration 4Q: 3 clusters Score -118437.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -118479.570312 Penalty: 2501.121338
	Iteration 5Q: 3 clusters Score -118479.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -118507.351562 Penalty: 2501.121338
	Iteration 6Q: 3 clusters Score -118507.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -118525.125000 Penalty: 2501.121338
	Iteration 7Q: 3 clusters Score -118525.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -118538.164062 Penalty: 2501.121338
	Iteration 8Q: 3 clusters Score -118538.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -118554.343750 Penalty: 2501.121338
	Iteration 9Q: 3 clusters Score -118554.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -118579.781250 Penalty: 2501.121338
	Iteration 10Q: 3 clusters Score -118579.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -118608.382812 Penalty: 2501.121338
	Iteration 11Q: 3 clusters Score -118608.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -118640.914062 Penalty: 2501.121338
	Iteration 12Q: 3 clusters Score -118640.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -118677.148438 Penalty: 2501.121338
	Iteration 13Q: 3 clusters Score -118677.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -118722.289062 Penalty: 2501.121338
	Iteration 14Q: 3 clusters Score -118722.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -118775.421875 Penalty: 2501.121338
	Iteration 15Q: 3 clusters Score -118775.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -118852.859375 Penalty: 2501.121338
	Iteration 16Q: 3 clusters Score -118852.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -118958.898438 Penalty: 2501.121338
	Iteration 17Q: 3 clusters Score -118958.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -119104.375000 Penalty: 2501.121338
	Iteration 18Q: 3 clusters Score -119104.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -119282.296875 Penalty: 2501.121338
	Iteration 19Q: 3 clusters Score -119282.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -119454.679688 Penalty: 2501.121338
	Iteration 20F: 3 clusters Score -119454.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -119588.023438 Penalty: 2501.121338
	Iteration 21Q: 3 clusters Score -119588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -119646.140625 Penalty: 2501.121338
	Iteration 22Q: 3 clusters Score -119646.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -119665.398438 Penalty: 2501.121338
	Iteration 23Q: 3 clusters Score -119665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -119671.171875 Penalty: 2501.121338
	Iteration 24Q: 3 clusters Score -119671.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -119682.296875 Penalty: 2501.121338
	Iteration 25Q: 3 clusters Score -119682.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -119691.757812 Penalty: 2501.121338
	Iteration 26Q: 3 clusters Score -119691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -119696.281250 Penalty: 2501.121338
	Iteration 27Q: 3 clusters Score -119696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -119701.796875 Penalty: 2501.121338
	Iteration 28Q: 3 clusters Score -119701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -119706.742188 Penalty: 2501.121338
	Iteration 29Q: 3 clusters Score -119706.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -119711.875000 Penalty: 2501.121338
	Iteration 30Q: 3 clusters Score -119711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -119718.523438 Penalty: 2501.121338
	Iteration 31Q: 3 clusters Score -119718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -119722.875000 Penalty: 2501.121338
	Iteration 32Q: 3 clusters Score -119722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -119729.914062 Penalty: 2501.121338
	Iteration 33Q: 3 clusters Score -119729.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -119743.289062 Penalty: 2501.121338
	Iteration 34Q: 3 clusters Score -119743.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -119750.359375 Penalty: 2501.121338
	Iteration 35Q: 3 clusters Score -119750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -119750.929688 Penalty: 2501.121338
	Iteration 36Q: 3 clusters Score -119750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -119751.992188 Penalty: 2501.121338
	Iteration 37Q: 3 clusters Score -119752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -119751.992188 Penalty: 2501.121338
	Iteration 38F: 3 clusters Score -119752 nChanged 0
--- Evaluating fit on full set of 701719 points ---
Entering Unmasked Estep 
Score: -38233760.000000 Penalty: 94060.750000
22->44 Clusters: Score -38233760.000000, best is -38243444.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 233906 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10730 members 
Mstep: Class 3 contains 10642 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 10562 members 
Mstep: Class 6 contains 10581 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 10533 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 10753 members 
Mstep: Class 13 contains 10608 members 
Mstep: Class 14 contains 10563 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 16 contains 10635 members 
Mstep: Class 17 contains 10689 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 10598 members 
Mstep: Class 20 contains 10517 members 
Mstep: Class 21 contains 10685 members 
Mstep: Class 22 contains 10514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 301.422882 but Gain 2008.933594
Score: -10509972.000000 Penalty: 42187.628906
Iteration 0F: 22 clusters Score -1.050997e+07 nChanged 220805
Entering Unmasked Mstep 
Mstep: Class 0 contains 550 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 13148 members 
Mstep: Class 3 contains 11805 members 
Mstep: Class 4 contains 19703 members 
Mstep: Class 5 contains 5814 members 
Mstep: Class 6 contains 10001 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 15285 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 6658 members 
Mstep: Class 13 contains 8581 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 15870 members 
Mstep: Class 17 contains 7149 members 
Mstep: Class 18 contains 7281 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 30416 members 
Mstep: Class 21 contains 7822 members 
Mstep: Class 22 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11575326.000000 Penalty: 42187.628906
Iteration 1F: 22 clusters Score -1.157533e+07 nChanged 90936
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 10501 members 
Mstep: Class 3 contains 10097 members 
Mstep: Class 4 contains 20231 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 8192 members 
Mstep: Class 7 contains 7988 members 
Mstep: Class 8 contains 20264 members 
Mstep: Class 9 contains 8602 members 
Mstep: Class 10 contains 13371 members 
Mstep: Class 11 contains 7628 members 
Mstep: Class 12 contains 5126 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 15495 members 
Mstep: Class 17 contains 11062 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 36357 members 
Mstep: Class 21 contains 11176 members 
Mstep: Class 22 contains 2774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11929648.000000 Penalty: 42187.628906
Iteration 2F: 22 clusters Score -1.192965e+07 nChanged 76173
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 8499 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 18982 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 7195 members 
Mstep: Class 8 contains 21473 members 
Mstep: Class 9 contains 16285 members 
Mstep: Class 10 contains 11704 members 
Mstep: Class 11 contains 8107 members 
Mstep: Class 12 contains 3938 members 
Mstep: Class 13 contains 4463 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 9932 members 
Mstep: Class 17 contains 25333 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 19 contains 8486 members 
Mstep: Class 20 contains 28999 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 3906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12207237.000000 Penalty: 42187.628906
Iteration 3F: 22 clusters Score -1.220724e+07 nChanged 56488
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 8008 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 16380 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 8724 members 
Mstep: Class 7 contains 5464 members 
Mstep: Class 8 contains 23754 members 
Mstep: Class 9 contains 17928 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 9502 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 6211 members 
Mstep: Class 17 contains 38066 members 
Mstep: Class 18 contains 6089 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 23981 members 
Mstep: Class 21 contains 16597 members 
Mstep: Class 22 contains 4660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12375146.000000 Penalty: 42187.628906
Iteration 4F: 22 clusters Score -1.237515e+07 nChanged 36835
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 14101 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 25830 members 
Mstep: Class 9 contains 17731 members 
Mstep: Class 10 contains 7312 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 15 contains 1383 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 17 contains 41350 members 
Mstep: Class 18 contains 6847 members 
Mstep: Class 19 contains 6191 members 
Mstep: Class 20 contains 23919 members 
Mstep: Class 21 contains 18594 members 
Mstep: Class 22 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12449360.000000 Penalty: 42187.628906
Iteration 5F: 22 clusters Score -1.244936e+07 nChanged 27598
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11893 members 
Mstep: Class 3 contains 5278 members 
Mstep: Class 4 contains 12620 members 
Mstep: Class 5 contains 3274 members 
Mstep: Class 6 contains 13427 members 
Mstep: Class 7 contains 2775 members 
Mstep: Class 8 contains 28714 members 
Mstep: Class 9 contains 19395 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 10637 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 40871 members 
Mstep: Class 18 contains 7067 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 21516 members 
Mstep: Class 21 contains 18350 members 
Mstep: Class 22 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12500650.000000 Penalty: 42187.628906
Iteration 6F: 22 clusters Score -1.250065e+07 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14626 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 11452 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 14642 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 30856 members 
Mstep: Class 9 contains 20306 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 10627 members 
Mstep: Class 12 contains 3480 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 2534 members 
Mstep: Class 17 contains 38717 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 4748 members 
Mstep: Class 20 contains 18825 members 
Mstep: Class 21 contains 16740 members 
Mstep: Class 22 contains 4695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12531782.000000 Penalty: 42187.628906
Iteration 7F: 22 clusters Score -1.253178e+07 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 16152 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 10887 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 15677 members 
Mstep: Class 7 contains 1325 members 
Mstep: Class 8 contains 32407 members 
Mstep: Class 9 contains 20521 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 10350 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 1980 members 
Mstep: Class 17 contains 36408 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16954 members 
Mstep: Class 21 contains 15252 members 
Mstep: Class 22 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12551119.000000 Penalty: 42187.628906
Iteration 8F: 22 clusters Score -1.255112e+07 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 16721 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 16441 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 33603 members 
Mstep: Class 9 contains 20391 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 10018 members 
Mstep: Class 12 contains 3958 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 34254 members 
Mstep: Class 18 contains 7734 members 
Mstep: Class 19 contains 5304 members 
Mstep: Class 20 contains 15755 members 
Mstep: Class 21 contains 14220 members 
Mstep: Class 22 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12561803.000000 Penalty: 42187.628906
Iteration 9F: 22 clusters Score -1.25618e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 17107 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 10244 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 16980 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 34682 members 
Mstep: Class 9 contains 20018 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 9724 members 
Mstep: Class 12 contains 4130 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 32132 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 14767 members 
Mstep: Class 21 contains 13618 members 
Mstep: Class 22 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12570087.000000 Penalty: 42187.628906
Iteration 10Q: 22 clusters Score -1.257009e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 17314 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 17386 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 35530 members 
Mstep: Class 9 contains 19554 members 
Mstep: Class 10 contains 1248 members 
Mstep: Class 11 contains 9490 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 3581 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 30051 members 
Mstep: Class 18 contains 8509 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 14069 members 
Mstep: Class 21 contains 13232 members 
Mstep: Class 22 contains 4746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12578133.000000 Penalty: 42187.628906
Iteration 11Q: 22 clusters Score -1.257813e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 17383 members 
Mstep: Class 3 contains 12310 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 17537 members 
Mstep: Class 7 contains 1259 members 
Mstep: Class 8 contains 36179 members 
Mstep: Class 9 contains 19037 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 28036 members 
Mstep: Class 18 contains 8982 members 
Mstep: Class 19 contains 5870 members 
Mstep: Class 20 contains 13628 members 
Mstep: Class 21 contains 12956 members 
Mstep: Class 22 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12584476.000000 Penalty: 42187.628906
Iteration 12Q: 22 clusters Score -1.258448e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 17414 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 9534 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 17675 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 36698 members 
Mstep: Class 9 contains 18541 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 9173 members 
Mstep: Class 12 contains 4387 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 26429 members 
Mstep: Class 18 contains 9377 members 
Mstep: Class 19 contains 5944 members 
Mstep: Class 20 contains 13392 members 
Mstep: Class 21 contains 12741 members 
Mstep: Class 22 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12589743.000000 Penalty: 42187.628906
Iteration 13Q: 22 clusters Score -1.258974e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 14173 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 1766 members 
Mstep: Class 6 contains 17785 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 37041 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 25182 members 
Mstep: Class 18 contains 9516 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 13326 members 
Mstep: Class 21 contains 12578 members 
Mstep: Class 22 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12593243.000000 Penalty: 42187.628906
Iteration 14Q: 22 clusters Score -1.259324e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 17502 members 
Mstep: Class 3 contains 14780 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 17893 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 37228 members 
Mstep: Class 9 contains 18251 members 
Mstep: Class 10 contains 1812 members 
Mstep: Class 11 contains 9035 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 3628 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 24316 members 
Mstep: Class 18 contains 9539 members 
Mstep: Class 19 contains 6013 members 
Mstep: Class 20 contains 13370 members 
Mstep: Class 21 contains 12487 members 
Mstep: Class 22 contains 4221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12595538.000000 Penalty: 42187.628906
Iteration 15Q: 22 clusters Score -1.259554e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 17669 members 
Mstep: Class 3 contains 15214 members 
Mstep: Class 4 contains 8815 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 17940 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 37295 members 
Mstep: Class 9 contains 18261 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 8993 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 23727 members 
Mstep: Class 18 contains 9500 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 13475 members 
Mstep: Class 21 contains 12413 members 
Mstep: Class 22 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12597062.000000 Penalty: 42187.628906
Iteration 16Q: 22 clusters Score -1.259706e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 18037 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 8584 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 17975 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 37318 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 15 contains 2272 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 23273 members 
Mstep: Class 18 contains 9463 members 
Mstep: Class 19 contains 6037 members 
Mstep: Class 20 contains 13429 members 
Mstep: Class 21 contains 12364 members 
Mstep: Class 22 contains 4185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12598623.000000 Penalty: 42187.628906
Iteration 17Q: 22 clusters Score -1.259862e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 18611 members 
Mstep: Class 3 contains 15751 members 
Mstep: Class 4 contains 8312 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 18009 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 37355 members 
Mstep: Class 9 contains 18510 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 4564 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 22915 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 12325 members 
Mstep: Class 22 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12601719.000000 Penalty: 42187.628906
Iteration 18Q: 22 clusters Score -1.260172e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 19265 members 
Mstep: Class 3 contains 15909 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 17999 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 37331 members 
Mstep: Class 9 contains 18676 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 8894 members 
Mstep: Class 12 contains 4573 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 15 contains 2192 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 22661 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 6161 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1630.036377 but Gain 2008.937500
Score: -12606090.000000 Penalty: 40178.691406
Iteration 19Q: 21 clusters Score -1.260609e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 20009 members 
Mstep: Class 3 contains 16013 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 18031 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 37249 members 
Mstep: Class 9 contains 18835 members 
Mstep: Class 10 contains 2174 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 4582 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 17 contains 22496 members 
Mstep: Class 18 contains 9324 members 
Mstep: Class 19 contains 6233 members 
Mstep: Class 20 contains 14265 members 
Mstep: Class 21 contains 12278 members 
Mstep: Class 22 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12609383.000000 Penalty: 40178.691406
Iteration 20F: 21 clusters Score -1.260938e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 20087 members 
Mstep: Class 3 contains 16170 members 
Mstep: Class 4 contains 6681 members 
Mstep: Class 5 contains 2464 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 1835 members 
Mstep: Class 8 contains 37170 members 
Mstep: Class 9 contains 19012 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 4587 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 17 contains 22334 members 
Mstep: Class 18 contains 9277 members 
Mstep: Class 19 contains 6329 members 
Mstep: Class 20 contains 14816 members 
Mstep: Class 21 contains 12264 members 
Mstep: Class 22 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12610558.000000 Penalty: 40178.691406
Iteration 21Q: 21 clusters Score -1.261056e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 20101 members 
Mstep: Class 3 contains 16290 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 18020 members 
Mstep: Class 7 contains 1853 members 
Mstep: Class 8 contains 37149 members 
Mstep: Class 9 contains 19272 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 4596 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 22173 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 6433 members 
Mstep: Class 20 contains 15404 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12611621.000000 Penalty: 40178.691406
Iteration 22Q: 21 clusters Score -1.261162e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 20115 members 
Mstep: Class 3 contains 16379 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 18030 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 8 contains 37168 members 
Mstep: Class 9 contains 19564 members 
Mstep: Class 10 contains 2321 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 4577 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 6521 members 
Mstep: Class 20 contains 15963 members 
Mstep: Class 21 contains 12226 members 
Mstep: Class 22 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12612649.000000 Penalty: 40178.691406
Iteration 23Q: 21 clusters Score -1.261265e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 20128 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 2802 members 
Mstep: Class 6 contains 18047 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 8 contains 37206 members 
Mstep: Class 9 contains 19919 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 3642 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 17 contains 21945 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 6608 members 
Mstep: Class 20 contains 16451 members 
Mstep: Class 21 contains 12215 members 
Mstep: Class 22 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12613952.000000 Penalty: 40178.691406
Iteration 24Q: 21 clusters Score -1.261395e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 16409 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 18130 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 8 contains 37224 members 
Mstep: Class 9 contains 20356 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 17 contains 21878 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 16905 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12615413.000000 Penalty: 40178.691406
Iteration 25Q: 21 clusters Score -1.261541e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 20157 members 
Mstep: Class 3 contains 16422 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 37218 members 
Mstep: Class 9 contains 20892 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 8850 members 
Mstep: Class 12 contains 4527 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 17 contains 21803 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 6848 members 
Mstep: Class 20 contains 17307 members 
Mstep: Class 21 contains 12202 members 
Mstep: Class 22 contains 3609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12616966.000000 Penalty: 40178.691406
Iteration 26Q: 21 clusters Score -1.261697e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20169 members 
Mstep: Class 3 contains 16432 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 2985 members 
Mstep: Class 6 contains 18272 members 
Mstep: Class 7 contains 2137 members 
Mstep: Class 8 contains 37169 members 
Mstep: Class 9 contains 21484 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 8847 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 3714 members 
Mstep: Class 15 contains 2100 members 
Mstep: Class 17 contains 21724 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 6995 members 
Mstep: Class 20 contains 17563 members 
Mstep: Class 21 contains 12199 members 
Mstep: Class 22 contains 3530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12619110.000000 Penalty: 40178.691406
Iteration 27Q: 21 clusters Score -1.261911e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 20215 members 
Mstep: Class 3 contains 16430 members 
Mstep: Class 4 contains 3164 members 
Mstep: Class 5 contains 3008 members 
Mstep: Class 6 contains 18366 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 36974 members 
Mstep: Class 9 contains 22125 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 4523 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 15 contains 2077 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 7116 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 12203 members 
Mstep: Class 22 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12621626.000000 Penalty: 40178.691406
Iteration 28Q: 21 clusters Score -1.262163e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 20278 members 
Mstep: Class 3 contains 16435 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 3034 members 
Mstep: Class 6 contains 18451 members 
Mstep: Class 7 contains 2259 members 
Mstep: Class 8 contains 36554 members 
Mstep: Class 9 contains 22833 members 
Mstep: Class 10 contains 2507 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 3782 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 17 contains 21610 members 
Mstep: Class 18 contains 8736 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 17577 members 
Mstep: Class 21 contains 12204 members 
Mstep: Class 22 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12623088.000000 Penalty: 40178.691406
Iteration 29Q: 21 clusters Score -1.262309e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 20403 members 
Mstep: Class 3 contains 16427 members 
Mstep: Class 4 contains 3935 members 
Mstep: Class 5 contains 3064 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 36132 members 
Mstep: Class 9 contains 23571 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 15 contains 2033 members 
Mstep: Class 17 contains 21562 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 7161 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 12217 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12624089.000000 Penalty: 40178.691406
Iteration 30Q: 21 clusters Score -1.262409e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 20568 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 18580 members 
Mstep: Class 7 contains 2285 members 
Mstep: Class 8 contains 35766 members 
Mstep: Class 9 contains 24416 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 3831 members 
Mstep: Class 15 contains 2013 members 
Mstep: Class 17 contains 21549 members 
Mstep: Class 18 contains 8696 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 17424 members 
Mstep: Class 21 contains 12228 members 
Mstep: Class 22 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12625296.000000 Penalty: 40178.691406
Iteration 31Q: 21 clusters Score -1.26253e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 20745 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 18606 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 35417 members 
Mstep: Class 9 contains 25328 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 8833 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 17 contains 21548 members 
Mstep: Class 18 contains 8681 members 
Mstep: Class 19 contains 6942 members 
Mstep: Class 20 contains 17382 members 
Mstep: Class 21 contains 12250 members 
Mstep: Class 22 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12626466.000000 Penalty: 40178.691406
Iteration 32Q: 21 clusters Score -1.262647e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 20911 members 
Mstep: Class 3 contains 16276 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 3131 members 
Mstep: Class 6 contains 18622 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 35106 members 
Mstep: Class 9 contains 26276 members 
Mstep: Class 10 contains 2617 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 4545 members 
Mstep: Class 13 contains 3900 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 17 contains 21584 members 
Mstep: Class 18 contains 8675 members 
Mstep: Class 19 contains 6806 members 
Mstep: Class 20 contains 17363 members 
Mstep: Class 21 contains 12280 members 
Mstep: Class 22 contains 3414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12627732.000000 Penalty: 40178.691406
Iteration 33Q: 21 clusters Score -1.262773e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 21032 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 5177 members 
Mstep: Class 5 contains 3153 members 
Mstep: Class 6 contains 18613 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 34838 members 
Mstep: Class 9 contains 27333 members 
Mstep: Class 10 contains 2639 members 
Mstep: Class 11 contains 8828 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 3925 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 17 contains 21600 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 17352 members 
Mstep: Class 21 contains 12303 members 
Mstep: Class 22 contains 3405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12629170.000000 Penalty: 40178.691406
Iteration 34Q: 21 clusters Score -1.262917e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 21124 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 18593 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 34652 members 
Mstep: Class 9 contains 28404 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 4552 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 17 contains 21595 members 
Mstep: Class 18 contains 8663 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 17339 members 
Mstep: Class 21 contains 12345 members 
Mstep: Class 22 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12630913.000000 Penalty: 40178.691406
Iteration 35Q: 21 clusters Score -1.263091e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 21195 members 
Mstep: Class 3 contains 16158 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 3193 members 
Mstep: Class 6 contains 18551 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 34511 members 
Mstep: Class 9 contains 29498 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 17 contains 21449 members 
Mstep: Class 18 contains 8665 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 17326 members 
Mstep: Class 21 contains 12385 members 
Mstep: Class 22 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12633361.000000 Penalty: 40178.691406
Iteration 36Q: 21 clusters Score -1.263336e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 21238 members 
Mstep: Class 3 contains 16146 members 
Mstep: Class 4 contains 5571 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 34420 members 
Mstep: Class 9 contains 30291 members 
Mstep: Class 10 contains 2721 members 
Mstep: Class 11 contains 8845 members 
Mstep: Class 12 contains 4552 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 17 contains 21208 members 
Mstep: Class 18 contains 8661 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 17324 members 
Mstep: Class 21 contains 12431 members 
Mstep: Class 22 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12636207.000000 Penalty: 40178.691406
Iteration 37Q: 21 clusters Score -1.263621e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 21272 members 
Mstep: Class 3 contains 16163 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 18425 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 34354 members 
Mstep: Class 9 contains 30595 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 4016 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 17 contains 20829 members 
Mstep: Class 18 contains 8656 members 
Mstep: Class 19 contains 6440 members 
Mstep: Class 20 contains 17322 members 
Mstep: Class 21 contains 12475 members 
Mstep: Class 22 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12637727.000000 Penalty: 40178.691406
Iteration 38Q: 21 clusters Score -1.263773e+07 nChanged 1633
Entering ConstructFrom: 
Score: -12637727.000000 Penalty: 40178.691406
Entering ConstructFrom: 
Trying to split cluster 1 (11237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Entering Unmasked Estep 
Score: -675521.062500 Penalty: 1515.632202
	Iteration 0F: 2 clusters Score -675521.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -667596.437500 Penalty: 3031.264404
	Iteration 0F: 3 clusters Score -667596.4 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -670596.375000 Penalty: 3031.264404
	Iteration 1F: 3 clusters Score -670596.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -671624.875000 Penalty: 3031.264404
	Iteration 2F: 3 clusters Score -671624.9 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -672862.437500 Penalty: 3031.264404
	Iteration 3F: 3 clusters Score -672862.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -673809.312500 Penalty: 3031.264404
	Iteration 4F: 3 clusters Score -673809.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -674342.500000 Penalty: 3031.264404
	Iteration 5F: 3 clusters Score -674342.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -674631.562500 Penalty: 3031.264404
	Iteration 6Q: 3 clusters Score -674631.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -674865.187500 Penalty: 3031.264404
	Iteration 7Q: 3 clusters Score -674865.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -675064.062500 Penalty: 3031.264404
	Iteration 8Q: 3 clusters Score -675064.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -675189.625000 Penalty: 3031.264404
	Iteration 9Q: 3 clusters Score -675189.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -675262.062500 Penalty: 3031.264404
	Iteration 10Q: 3 clusters Score -675262.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -675318.000000 Penalty: 3031.264404
	Iteration 11Q: 3 clusters Score -675318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -675362.312500 Penalty: 3031.264404
	Iteration 12Q: 3 clusters Score -675362.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -675410.437500 Penalty: 3031.264404
	Iteration 13Q: 3 clusters Score -675410.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -675447.062500 Penalty: 3031.264404
	Iteration 14Q: 3 clusters Score -675447.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -675485.437500 Penalty: 3031.264404
	Iteration 15Q: 3 clusters Score -675485.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -675526.500000 Penalty: 3031.264404
	Iteration 16Q: 3 clusters Score -675526.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -675564.000000 Penalty: 3031.264404
	Iteration 17Q: 3 clusters Score -675564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -675588.437500 Penalty: 3031.264404
	Iteration 18Q: 3 clusters Score -675588.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -675617.875000 Penalty: 3031.264404
	Iteration 19Q: 3 clusters Score -675617.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -675652.750000 Penalty: 3031.264404
	Iteration 20F: 3 clusters Score -675652.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -675674.437500 Penalty: 3031.264404
	Iteration 21Q: 3 clusters Score -675674.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -675696.687500 Penalty: 3031.264404
	Iteration 22Q: 3 clusters Score -675696.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -675718.375000 Penalty: 3031.264404
	Iteration 23Q: 3 clusters Score -675718.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -675738.437500 Penalty: 3031.264404
	Iteration 24Q: 3 clusters Score -675738.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -675750.812500 Penalty: 3031.264404
	Iteration 25Q: 3 clusters Score -675750.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -675761.125000 Penalty: 3031.264404
	Iteration 26Q: 3 clusters Score -675761.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -675770.437500 Penalty: 3031.264404
	Iteration 27Q: 3 clusters Score -675770.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -675774.750000 Penalty: 3031.264404
	Iteration 28Q: 3 clusters Score -675774.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -675781.125000 Penalty: 3031.264404
	Iteration 29Q: 3 clusters Score -675781.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -675786.750000 Penalty: 3031.264404
	Iteration 30Q: 3 clusters Score -675786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -675790.500000 Penalty: 3031.264404
	Iteration 31Q: 3 clusters Score -675790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -675792.687500 Penalty: 3031.264404
	Iteration 32Q: 3 clusters Score -675792.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -675798.187500 Penalty: 3031.264404
	Iteration 33Q: 3 clusters Score -675798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -675805.437500 Penalty: 3031.264404
	Iteration 34Q: 3 clusters Score -675805.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -675809.000000 Penalty: 3031.264404
	Iteration 35Q: 3 clusters Score -675809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -675816.125000 Penalty: 3031.264404
	Iteration 36Q: 3 clusters Score -675816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -675822.125000 Penalty: 3031.264404
	Iteration 37Q: 3 clusters Score -675822.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -675827.437500 Penalty: 3031.264404
	Iteration 38Q: 3 clusters Score -675827.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -675830.875000 Penalty: 3031.264404
	Iteration 39Q: 3 clusters Score -675830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -675831.312500 Penalty: 3031.264404
	Iteration 40F: 3 clusters Score -675831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -675832.625000 Penalty: 3031.264404
	Iteration 41Q: 3 clusters Score -675832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -675833.312500 Penalty: 3031.264404
	Iteration 42Q: 3 clusters Score -675833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -675833.125000 Penalty: 3031.264404
	Iteration 43Q: 3 clusters Score -675833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -675835.375000 Penalty: 3031.264404
	Iteration 44Q: 3 clusters Score -675835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -675836.750000 Penalty: 3031.264404
	Iteration 45Q: 3 clusters Score -675836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -675837.000000 Penalty: 3031.264404
	Iteration 46Q: 3 clusters Score -675837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -675836.625000 Penalty: 3031.264404
	Iteration 47Q: 3 clusters Score -675836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -675838.000000 Penalty: 3031.264404
	Iteration 48Q: 3 clusters Score -675838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -675838.000000 Penalty: 3031.264404
	Iteration 49F: 3 clusters Score -675838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21273 members 
Mstep: Class 3 contains 16211 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 34312 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Entering Unmasked Estep 
Score: -12637942.000000 Penalty: 42187.628906
Splitting cluster 1 changes total score from -12637727.000000 to -12637942.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (21273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Entering Unmasked Estep 
Score: -1205179.500000 Penalty: 1619.343994
	Iteration 0F: 2 clusters Score -1205180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1190956.000000 Penalty: 3238.687988
	Iteration 0F: 3 clusters Score -1190956 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1196103.250000 Penalty: 3238.687988
	Iteration 1F: 3 clusters Score -1196103 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1196744.000000 Penalty: 3238.687988
	Iteration 2F: 3 clusters Score -1196744 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1197629.000000 Penalty: 3238.687988
	Iteration 3F: 3 clusters Score -1197629 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1198798.375000 Penalty: 3238.687988
	Iteration 4F: 3 clusters Score -1198798 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1200119.750000 Penalty: 3238.687988
	Iteration 5F: 3 clusters Score -1200120 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1201279.125000 Penalty: 3238.687988
	Iteration 6F: 3 clusters Score -1201279 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1202083.875000 Penalty: 3238.687988
	Iteration 7F: 3 clusters Score -1202084 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1202587.125000 Penalty: 3238.687988
	Iteration 8Q: 3 clusters Score -1202587 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1202905.875000 Penalty: 3238.687988
	Iteration 9Q: 3 clusters Score -1202906 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1203192.000000 Penalty: 3238.687988
	Iteration 10Q: 3 clusters Score -1203192 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1203566.250000 Penalty: 3238.687988
	Iteration 11Q: 3 clusters Score -1203566 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1204146.500000 Penalty: 3238.687988
	Iteration 12Q: 3 clusters Score -1204146 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1205055.750000 Penalty: 3238.687988
	Iteration 13Q: 3 clusters Score -1205056 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1206222.250000 Penalty: 3238.687988
	Iteration 14Q: 3 clusters Score -1206222 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1207220.875000 Penalty: 3238.687988
	Iteration 15Q: 3 clusters Score -1207221 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1207720.125000 Penalty: 3238.687988
	Iteration 16Q: 3 clusters Score -1207720 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1207860.000000 Penalty: 3238.687988
	Iteration 17Q: 3 clusters Score -1207860 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1207901.500000 Penalty: 3238.687988
	Iteration 18Q: 3 clusters Score -1207902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1207915.250000 Penalty: 3238.687988
	Iteration 19Q: 3 clusters Score -1207915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1207915.750000 Penalty: 3238.687988
	Iteration 20F: 3 clusters Score -1207916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1207921.625000 Penalty: 3238.687988
	Iteration 21Q: 3 clusters Score -1207922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1207924.000000 Penalty: 3238.687988
	Iteration 22Q: 3 clusters Score -1207924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1207923.500000 Penalty: 3238.687988
	Iteration 23Q: 3 clusters Score -1207924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1207923.875000 Penalty: 3238.687988
	Iteration 24Q: 3 clusters Score -1207924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1207925.750000 Penalty: 3238.687988
	Iteration 25Q: 3 clusters Score -1207926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1207924.500000 Penalty: 3238.687988
	Iteration 26Q: 3 clusters Score -1207924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1207924.500000 Penalty: 3238.687988
	Iteration 27F: 3 clusters Score -1207924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 16211 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 34312 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Entering Unmasked Estep 
Score: -12640294.000000 Penalty: 44196.562500
Splitting cluster 2 changes total score from -12637727.000000 to -12640294.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (16211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Entering Unmasked Estep 
Score: -930078.812500 Penalty: 1575.184814
	Iteration 0F: 2 clusters Score -930078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -918930.500000 Penalty: 3150.369629
	Iteration 0F: 3 clusters Score -918930.5 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -923048.312500 Penalty: 3150.369629
	Iteration 1F: 3 clusters Score -923048.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -923702.562500 Penalty: 3150.369629
	Iteration 2F: 3 clusters Score -923702.6 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -924513.937500 Penalty: 3150.369629
	Iteration 3F: 3 clusters Score -924513.9 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -925511.312500 Penalty: 3150.369629
	Iteration 4F: 3 clusters Score -925511.3 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -926790.250000 Penalty: 3150.369629
	Iteration 5F: 3 clusters Score -926790.2 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -928294.625000 Penalty: 3150.369629
	Iteration 6F: 3 clusters Score -928294.6 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -929426.937500 Penalty: 3150.369629
	Iteration 7F: 3 clusters Score -929426.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -929914.250000 Penalty: 3150.369629
	Iteration 8Q: 3 clusters Score -929914.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -930091.312500 Penalty: 3150.369629
	Iteration 9Q: 3 clusters Score -930091.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -930172.687500 Penalty: 3150.369629
	Iteration 10Q: 3 clusters Score -930172.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -930211.875000 Penalty: 3150.369629
	Iteration 11Q: 3 clusters Score -930211.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -930237.562500 Penalty: 3150.369629
	Iteration 12Q: 3 clusters Score -930237.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -930257.125000 Penalty: 3150.369629
	Iteration 13Q: 3 clusters Score -930257.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -930268.250000 Penalty: 3150.369629
	Iteration 14Q: 3 clusters Score -930268.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -930275.625000 Penalty: 3150.369629
	Iteration 15Q: 3 clusters Score -930275.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -930281.375000 Penalty: 3150.369629
	Iteration 16Q: 3 clusters Score -930281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -930290.625000 Penalty: 3150.369629
	Iteration 17Q: 3 clusters Score -930290.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -930296.437500 Penalty: 3150.369629
	Iteration 18Q: 3 clusters Score -930296.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -930303.250000 Penalty: 3150.369629
	Iteration 19Q: 3 clusters Score -930303.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -930305.437500 Penalty: 3150.369629
	Iteration 20F: 3 clusters Score -930305.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -930311.937500 Penalty: 3150.369629
	Iteration 21Q: 3 clusters Score -930311.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -930319.562500 Penalty: 3150.369629
	Iteration 22Q: 3 clusters Score -930319.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -930324.062500 Penalty: 3150.369629
	Iteration 23Q: 3 clusters Score -930324.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -930326.812500 Penalty: 3150.369629
	Iteration 24Q: 3 clusters Score -930326.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -930332.875000 Penalty: 3150.369629
	Iteration 25Q: 3 clusters Score -930332.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -930335.312500 Penalty: 3150.369629
	Iteration 26Q: 3 clusters Score -930335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -930335.437500 Penalty: 3150.369629
	Iteration 27Q: 3 clusters Score -930335.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -930335.625000 Penalty: 3150.369629
	Iteration 28Q: 3 clusters Score -930335.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -930337.562500 Penalty: 3150.369629
	Iteration 29Q: 3 clusters Score -930337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -930339.250000 Penalty: 3150.369629
	Iteration 30Q: 3 clusters Score -930339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -930338.750000 Penalty: 3150.369629
	Iteration 31Q: 3 clusters Score -930338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -930341.500000 Penalty: 3150.369629
	Iteration 32Q: 3 clusters Score -930341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -930340.250000 Penalty: 3150.369629
	Iteration 33Q: 3 clusters Score -930340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -930339.937500 Penalty: 3150.369629
	Iteration 34Q: 3 clusters Score -930339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -930341.562500 Penalty: 3150.369629
	Iteration 35Q: 3 clusters Score -930341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -930341.562500 Penalty: 3150.369629
	Iteration 36F: 3 clusters Score -930341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 3189 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 34312 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Entering Unmasked Estep 
Score: -12640165.000000 Penalty: 46205.496094
Splitting cluster 3 changes total score from -12637727.000000 to -12640165.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -340291.906250 Penalty: 1404.249146
	Iteration 0F: 2 clusters Score -340291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -335854.468750 Penalty: 2808.498291
	Iteration 0F: 3 clusters Score -335854.5 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -337097.093750 Penalty: 2808.498291
	Iteration 1F: 3 clusters Score -337097.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -337292.531250 Penalty: 2808.498291
	Iteration 2F: 3 clusters Score -337292.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -337446.875000 Penalty: 2808.498291
	Iteration 3F: 3 clusters Score -337446.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -337611.531250 Penalty: 2808.498291
	Iteration 4Q: 3 clusters Score -337611.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -337828.218750 Penalty: 2808.498291
	Iteration 5F: 3 clusters Score -337828.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -338103.625000 Penalty: 2808.498291
	Iteration 6F: 3 clusters Score -338103.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -338400.843750 Penalty: 2808.498291
	Iteration 7F: 3 clusters Score -338400.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -338692.750000 Penalty: 2808.498291
	Iteration 8F: 3 clusters Score -338692.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -338887.687500 Penalty: 2808.498291
	Iteration 9Q: 3 clusters Score -338887.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -338978.968750 Penalty: 2808.498291
	Iteration 10Q: 3 clusters Score -338979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -339033.375000 Penalty: 2808.498291
	Iteration 11Q: 3 clusters Score -339033.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -339065.875000 Penalty: 2808.498291
	Iteration 12Q: 3 clusters Score -339065.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -339091.093750 Penalty: 2808.498291
	Iteration 13Q: 3 clusters Score -339091.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -339103.625000 Penalty: 2808.498291
	Iteration 14Q: 3 clusters Score -339103.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -339113.937500 Penalty: 2808.498291
	Iteration 15Q: 3 clusters Score -339113.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -339119.062500 Penalty: 2808.498291
	Iteration 16Q: 3 clusters Score -339119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -339123.468750 Penalty: 2808.498291
	Iteration 17Q: 3 clusters Score -339123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -339129.281250 Penalty: 2808.498291
	Iteration 18Q: 3 clusters Score -339129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -339134.406250 Penalty: 2808.498291
	Iteration 19Q: 3 clusters Score -339134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -339140.468750 Penalty: 2808.498291
	Iteration 20F: 3 clusters Score -339140.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -339148.343750 Penalty: 2808.498291
	Iteration 21Q: 3 clusters Score -339148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -339151.906250 Penalty: 2808.498291
	Iteration 22Q: 3 clusters Score -339151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -339152.781250 Penalty: 2808.498291
	Iteration 23Q: 3 clusters Score -339152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -339153.625000 Penalty: 2808.498291
	Iteration 24Q: 3 clusters Score -339153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -339155.500000 Penalty: 2808.498291
	Iteration 25Q: 3 clusters Score -339155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -339155.781250 Penalty: 2808.498291
	Iteration 26Q: 3 clusters Score -339155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -339155.312500 Penalty: 2808.498291
	Iteration 27Q: 3 clusters Score -339155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -339155.312500 Penalty: 2808.498291
	Iteration 28F: 3 clusters Score -339155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -140251.515625 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -140251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -137552.875000 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -137552.9 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -139386.828125 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -139386.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -139993.281250 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -139993.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -140315.140625 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -140315.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -140507.546875 Penalty: 2621.925537
	Iteration 4F: 3 clusters Score -140507.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -140628.031250 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -140628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -140740.734375 Penalty: 2621.925537
	Iteration 6Q: 3 clusters Score -140740.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -140863.765625 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -140863.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -140935.531250 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -140935.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -141020.671875 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -141020.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -141132.531250 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -141132.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -141270.906250 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -141270.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -141427.921875 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -141427.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -141521.453125 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -141521.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -141607.046875 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -141607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -141671.359375 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -141671.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -141735.171875 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -141735.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -141776.078125 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -141776.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -141803.546875 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -141803.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -141825.984375 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -141826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -141849.328125 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -141849.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -141881.000000 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -141881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -141900.328125 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -141900.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -141911.562500 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -141911.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -141921.906250 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -141921.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -141932.000000 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -141932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -141937.421875 Penalty: 2621.925537
	Iteration 26Q: 3 clusters Score -141937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -141941.703125 Penalty: 2621.925537
	Iteration 27Q: 3 clusters Score -141941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -141945.093750 Penalty: 2621.925537
	Iteration 28Q: 3 clusters Score -141945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -141946.718750 Penalty: 2621.925537
	Iteration 29Q: 3 clusters Score -141946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -141947.062500 Penalty: 2621.925537
	Iteration 30Q: 3 clusters Score -141947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -141947.062500 Penalty: 2621.925537
	Iteration 31F: 3 clusters Score -141947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 34312 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Entering Unmasked Estep 
Score: -12641176.000000 Penalty: 48214.429688
Splitting cluster 5 changes total score from -12637727.000000 to -12641176.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (18331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Entering Unmasked Estep 
Score: -1060846.875000 Penalty: 1595.156738
	Iteration 0F: 2 clusters Score -1060847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1048305.812500 Penalty: 3190.313477
	Iteration 0F: 3 clusters Score -1048306 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1053272.500000 Penalty: 3190.313477
	Iteration 1F: 3 clusters Score -1053272 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1054370.625000 Penalty: 3190.313477
	Iteration 2F: 3 clusters Score -1054371 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1055933.250000 Penalty: 3190.313477
	Iteration 3F: 3 clusters Score -1055933 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1057755.875000 Penalty: 3190.313477
	Iteration 4F: 3 clusters Score -1057756 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1059256.875000 Penalty: 3190.313477
	Iteration 5F: 3 clusters Score -1059257 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1060198.250000 Penalty: 3190.313477
	Iteration 6F: 3 clusters Score -1060198 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1060969.250000 Penalty: 3190.313477
	Iteration 7Q: 3 clusters Score -1060969 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1061612.625000 Penalty: 3190.313477
	Iteration 8Q: 3 clusters Score -1061613 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1062101.625000 Penalty: 3190.313477
	Iteration 9Q: 3 clusters Score -1062102 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1062477.125000 Penalty: 3190.313477
	Iteration 10Q: 3 clusters Score -1062477 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1062699.500000 Penalty: 3190.313477
	Iteration 11Q: 3 clusters Score -1062700 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1062805.625000 Penalty: 3190.313477
	Iteration 12Q: 3 clusters Score -1062806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1062848.125000 Penalty: 3190.313477
	Iteration 13Q: 3 clusters Score -1062848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1062865.875000 Penalty: 3190.313477
	Iteration 14Q: 3 clusters Score -1062866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1062873.750000 Penalty: 3190.313477
	Iteration 15Q: 3 clusters Score -1062874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1062881.250000 Penalty: 3190.313477
	Iteration 16Q: 3 clusters Score -1062881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1062884.375000 Penalty: 3190.313477
	Iteration 17Q: 3 clusters Score -1062884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1062885.750000 Penalty: 3190.313477
	Iteration 18Q: 3 clusters Score -1062886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1062887.375000 Penalty: 3190.313477
	Iteration 19Q: 3 clusters Score -1062887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1062888.875000 Penalty: 3190.313477
	Iteration 20F: 3 clusters Score -1062889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1062889.125000 Penalty: 3190.313477
	Iteration 21Q: 3 clusters Score -1062889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1062889.250000 Penalty: 3190.313477
	Iteration 22Q: 3 clusters Score -1062889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1062890.500000 Penalty: 3190.313477
	Iteration 23Q: 3 clusters Score -1062890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1062892.000000 Penalty: 3190.313477
	Iteration 24Q: 3 clusters Score -1062892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1062891.750000 Penalty: 3190.313477
	Iteration 25Q: 3 clusters Score -1062892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1062891.750000 Penalty: 3190.313477
	Iteration 26F: 3 clusters Score -1062892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 2314 members 
Mstep: Class 8 contains 34312 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Entering Unmasked Estep 
Score: -12642760.000000 Penalty: 50223.367188
Splitting cluster 6 changes total score from -12637727.000000 to -12642760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -128141.125000 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -128141.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -125823.359375 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -125823.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -126553.445312 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -126553.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -126947.343750 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -126947.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -127258.585938 Penalty: 2517.688232
	Iteration 3F: 3 clusters Score -127258.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -127639.117188 Penalty: 2517.688232
	Iteration 4F: 3 clusters Score -127639.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -128159.054688 Penalty: 2517.688232
	Iteration 5F: 3 clusters Score -128159.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -128380.578125 Penalty: 2517.688232
	Iteration 6F: 3 clusters Score -128380.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -128487.296875 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -128487.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -128564.164062 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -128564.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -128626.703125 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -128626.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -128672.726562 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -128672.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -128703.109375 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -128703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -128720.562500 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -128720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -128728.617188 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -128728.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -128741.226562 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -128741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -128750.617188 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -128750.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -128760.085938 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -128760.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128764.648438 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -128764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128768.070312 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -128768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128775.851562 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -128775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -128789.023438 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -128789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -128810.734375 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -128810.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128859.289062 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -128859.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -128931.390625 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -128931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -129037.625000 Penalty: 2517.688232
	Iteration 24Q: 3 clusters Score -129037.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -129074.265625 Penalty: 2517.688232
	Iteration 25Q: 3 clusters Score -129074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -129080.953125 Penalty: 2517.688232
	Iteration 26Q: 3 clusters Score -129081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129082.796875 Penalty: 2517.688232
	Iteration 27Q: 3 clusters Score -129082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129082.796875 Penalty: 2517.688232
	Iteration 28F: 3 clusters Score -129082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 34312 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Entering Unmasked Estep 
Score: -12642925.000000 Penalty: 52232.300781
Splitting cluster 7 changes total score from -12637727.000000 to -12642925.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (34312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Entering Unmasked Estep 
Score: -1953032.750000 Penalty: 1697.028198
	Iteration 0F: 2 clusters Score -1953033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1929988.375000 Penalty: 3394.056396
	Iteration 0F: 3 clusters Score -1929988 nChanged 15921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1939133.750000 Penalty: 3394.056396
	Iteration 1F: 3 clusters Score -1939134 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1940154.500000 Penalty: 3394.056396
	Iteration 2F: 3 clusters Score -1940154 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1941501.125000 Penalty: 3394.056396
	Iteration 3F: 3 clusters Score -1941501 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1943251.250000 Penalty: 3394.056396
	Iteration 4F: 3 clusters Score -1943251 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1945268.500000 Penalty: 3394.056396
	Iteration 5F: 3 clusters Score -1945268 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1947240.625000 Penalty: 3394.056396
	Iteration 6F: 3 clusters Score -1947241 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1949278.250000 Penalty: 3394.056396
	Iteration 7F: 3 clusters Score -1949278 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1952188.875000 Penalty: 3394.056396
	Iteration 8F: 3 clusters Score -1952189 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1957531.750000 Penalty: 3394.056396
	Iteration 9F: 3 clusters Score -1957532 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1962492.250000 Penalty: 3394.056396
	Iteration 10F: 3 clusters Score -1962492 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1965863.375000 Penalty: 3394.056396
	Iteration 11Q: 3 clusters Score -1965863 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -1969877.375000 Penalty: 3394.056396
	Iteration 12Q: 3 clusters Score -1969877 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1972415.500000 Penalty: 3394.056396
	Iteration 13Q: 3 clusters Score -1972416 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1972630.250000 Penalty: 3394.056396
	Iteration 14Q: 3 clusters Score -1972630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -1972649.375000 Penalty: 3394.056396
	Iteration 15Q: 3 clusters Score -1972649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -1972647.250000 Penalty: 3394.056396
	Iteration 16Q: 3 clusters Score -1972647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1972652.250000 Penalty: 3394.056396
	Iteration 17Q: 3 clusters Score -1972652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1972652.250000 Penalty: 3394.056396
	Iteration 18F: 3 clusters Score -1972652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 30579 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Entering Unmasked Estep 
Score: -12662206.000000 Penalty: 54241.234375
Splitting cluster 8 changes total score from -12637727.000000 to -12662206.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (30579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Entering Unmasked Estep 
Score: -1786304.500000 Penalty: 1678.311157
	Iteration 0F: 2 clusters Score -1786304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1765854.875000 Penalty: 3356.622314
	Iteration 0F: 3 clusters Score -1765855 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1774095.250000 Penalty: 3356.622314
	Iteration 1F: 3 clusters Score -1774095 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1775751.875000 Penalty: 3356.622314
	Iteration 2F: 3 clusters Score -1775752 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1779287.875000 Penalty: 3356.622314
	Iteration 3F: 3 clusters Score -1779288 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -1783848.875000 Penalty: 3356.622314
	Iteration 4F: 3 clusters Score -1783849 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -1786732.000000 Penalty: 3356.622314
	Iteration 5F: 3 clusters Score -1786732 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -1788017.625000 Penalty: 3356.622314
	Iteration 6Q: 3 clusters Score -1788018 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -1788678.500000 Penalty: 3356.622314
	Iteration 7Q: 3 clusters Score -1788678 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -1789016.125000 Penalty: 3356.622314
	Iteration 8Q: 3 clusters Score -1789016 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -1789179.500000 Penalty: 3356.622314
	Iteration 9Q: 3 clusters Score -1789180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -1789277.500000 Penalty: 3356.622314
	Iteration 10Q: 3 clusters Score -1789278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -1789337.250000 Penalty: 3356.622314
	Iteration 11Q: 3 clusters Score -1789337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -1789373.500000 Penalty: 3356.622314
	Iteration 12Q: 3 clusters Score -1789374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -1789394.875000 Penalty: 3356.622314
	Iteration 13Q: 3 clusters Score -1789395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -1789399.750000 Penalty: 3356.622314
	Iteration 14Q: 3 clusters Score -1789400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -1789406.375000 Penalty: 3356.622314
	Iteration 15Q: 3 clusters Score -1789406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -1789411.375000 Penalty: 3356.622314
	Iteration 16Q: 3 clusters Score -1789411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -1789423.125000 Penalty: 3356.622314
	Iteration 17Q: 3 clusters Score -1789423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -1789416.500000 Penalty: 3356.622314
	Iteration 18Q: 3 clusters Score -1789416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1789417.875000 Penalty: 3356.622314
	Iteration 19Q: 3 clusters Score -1789418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -1789416.500000 Penalty: 3356.622314
	Iteration 20F: 3 clusters Score -1789416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1789424.125000 Penalty: 3356.622314
	Iteration 21Q: 3 clusters Score -1789424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -1789422.375000 Penalty: 3356.622314
	Iteration 22Q: 3 clusters Score -1789422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -1789425.750000 Penalty: 3356.622314
	Iteration 23Q: 3 clusters Score -1789426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -1789428.250000 Penalty: 3356.622314
	Iteration 24Q: 3 clusters Score -1789428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -1789424.875000 Penalty: 3356.622314
	Iteration 25Q: 3 clusters Score -1789425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -1789423.125000 Penalty: 3356.622314
	Iteration 26Q: 3 clusters Score -1789423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -1789424.000000 Penalty: 3356.622314
	Iteration 27Q: 3 clusters Score -1789424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -1789424.000000 Penalty: 3356.622314
	Iteration 28F: 3 clusters Score -1789424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Entering Unmasked Estep 
Score: -12664973.000000 Penalty: 56250.171875
Splitting cluster 9 changes total score from -12637727.000000 to -12664973.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -162889.171875 Penalty: 1288.599976
	Iteration 0F: 2 clusters Score -162889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -160313.171875 Penalty: 2577.199951
	Iteration 0F: 3 clusters Score -160313.2 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -160997.765625 Penalty: 2577.199951
	Iteration 1F: 3 clusters Score -160997.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -161170.062500 Penalty: 2577.199951
	Iteration 2F: 3 clusters Score -161170.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -161300.937500 Penalty: 2577.199951
	Iteration 3F: 3 clusters Score -161300.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -161390.234375 Penalty: 2577.199951
	Iteration 4Q: 3 clusters Score -161390.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -161448.203125 Penalty: 2577.199951
	Iteration 5Q: 3 clusters Score -161448.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -161488.046875 Penalty: 2577.199951
	Iteration 6Q: 3 clusters Score -161488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -161516.171875 Penalty: 2577.199951
	Iteration 7Q: 3 clusters Score -161516.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -161537.484375 Penalty: 2577.199951
	Iteration 8Q: 3 clusters Score -161537.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -161550.156250 Penalty: 2577.199951
	Iteration 9Q: 3 clusters Score -161550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -161561.484375 Penalty: 2577.199951
	Iteration 10Q: 3 clusters Score -161561.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161568.468750 Penalty: 2577.199951
	Iteration 11Q: 3 clusters Score -161568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -161573.875000 Penalty: 2577.199951
	Iteration 12Q: 3 clusters Score -161573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -161577.078125 Penalty: 2577.199951
	Iteration 13Q: 3 clusters Score -161577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -161579.296875 Penalty: 2577.199951
	Iteration 14Q: 3 clusters Score -161579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -161580.671875 Penalty: 2577.199951
	Iteration 15Q: 3 clusters Score -161580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -161582.375000 Penalty: 2577.199951
	Iteration 16Q: 3 clusters Score -161582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -161583.531250 Penalty: 2577.199951
	Iteration 17Q: 3 clusters Score -161583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -161584.390625 Penalty: 2577.199951
	Iteration 18Q: 3 clusters Score -161584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -161586.593750 Penalty: 2577.199951
	Iteration 19Q: 3 clusters Score -161586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -161587.015625 Penalty: 2577.199951
	Iteration 20F: 3 clusters Score -161587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -161587.515625 Penalty: 2577.199951
	Iteration 21Q: 3 clusters Score -161587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -161587.484375 Penalty: 2577.199951
	Iteration 22Q: 3 clusters Score -161587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -161587.484375 Penalty: 2577.199951
	Iteration 23F: 3 clusters Score -161587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Entering Unmasked Estep 
Score: -474966.531250 Penalty: 1476.846436
	Iteration 0F: 2 clusters Score -474966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -468637.000000 Penalty: 2953.692871
	Iteration 0F: 3 clusters Score -468637 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -471002.781250 Penalty: 2953.692871
	Iteration 1F: 3 clusters Score -471002.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -471835.125000 Penalty: 2953.692871
	Iteration 2F: 3 clusters Score -471835.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -472806.750000 Penalty: 2953.692871
	Iteration 3F: 3 clusters Score -472806.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -474234.718750 Penalty: 2953.692871
	Iteration 4F: 3 clusters Score -474234.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -476121.250000 Penalty: 2953.692871
	Iteration 5F: 3 clusters Score -476121.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -477150.031250 Penalty: 2953.692871
	Iteration 6F: 3 clusters Score -477150 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -477653.093750 Penalty: 2953.692871
	Iteration 7Q: 3 clusters Score -477653.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -477976.531250 Penalty: 2953.692871
	Iteration 8Q: 3 clusters Score -477976.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -478126.906250 Penalty: 2953.692871
	Iteration 9Q: 3 clusters Score -478126.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -478155.718750 Penalty: 2953.692871
	Iteration 10Q: 3 clusters Score -478155.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -478163.750000 Penalty: 2953.692871
	Iteration 11Q: 3 clusters Score -478163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -478165.031250 Penalty: 2953.692871
	Iteration 12Q: 3 clusters Score -478165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -478165.125000 Penalty: 2953.692871
	Iteration 13Q: 3 clusters Score -478165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -478165.125000 Penalty: 2953.692871
	Iteration 14F: 3 clusters Score -478165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 4554 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Entering Unmasked Estep 
Score: -12667596.000000 Penalty: 58259.105469
Splitting cluster 11 changes total score from -12637727.000000 to -12667596.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 12 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -233229.140625 Penalty: 1368.861206
	Iteration 0F: 2 clusters Score -233229.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -229625.437500 Penalty: 2737.722412
	Iteration 0F: 3 clusters Score -229625.4 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -231460.687500 Penalty: 2737.722412
	Iteration 1F: 3 clusters Score -231460.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -232820.812500 Penalty: 2737.722412
	Iteration 2F: 3 clusters Score -232820.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -234316.328125 Penalty: 2737.722412
	Iteration 3F: 3 clusters Score -234316.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -235901.593750 Penalty: 2737.722412
	Iteration 4F: 3 clusters Score -235901.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -236828.671875 Penalty: 2737.722412
	Iteration 5F: 3 clusters Score -236828.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -237167.203125 Penalty: 2737.722412
	Iteration 6Q: 3 clusters Score -237167.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -237253.718750 Penalty: 2737.722412
	Iteration 7Q: 3 clusters Score -237253.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -237291.015625 Penalty: 2737.722412
	Iteration 8Q: 3 clusters Score -237291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -237315.625000 Penalty: 2737.722412
	Iteration 9Q: 3 clusters Score -237315.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -237339.031250 Penalty: 2737.722412
	Iteration 10Q: 3 clusters Score -237339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -237363.375000 Penalty: 2737.722412
	Iteration 11Q: 3 clusters Score -237363.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -237384.046875 Penalty: 2737.722412
	Iteration 12Q: 3 clusters Score -237384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -237431.312500 Penalty: 2737.722412
	Iteration 13Q: 3 clusters Score -237431.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -237488.140625 Penalty: 2737.722412
	Iteration 14Q: 3 clusters Score -237488.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -237508.531250 Penalty: 2737.722412
	Iteration 15Q: 3 clusters Score -237508.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -237518.500000 Penalty: 2737.722412
	Iteration 16Q: 3 clusters Score -237518.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -237522.968750 Penalty: 2737.722412
	Iteration 17Q: 3 clusters Score -237523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -237524.828125 Penalty: 2737.722412
	Iteration 18Q: 3 clusters Score -237524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -237524.828125 Penalty: 2737.722412
	Iteration 19F: 3 clusters Score -237524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 4033 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Entering Unmasked Estep 
Score: -12671244.000000 Penalty: 60268.039062
Splitting cluster 12 changes total score from -12637727.000000 to -12671244.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -183816.765625 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -183816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -180553.390625 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -180553.4 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -182178.375000 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -182178.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -182788.921875 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -182788.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -183118.750000 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -183118.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -183417.859375 Penalty: 2698.236572
	Iteration 4F: 3 clusters Score -183417.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -184020.953125 Penalty: 2698.236572
	Iteration 5F: 3 clusters Score -184021 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -184528.734375 Penalty: 2698.236572
	Iteration 6F: 3 clusters Score -184528.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -184852.234375 Penalty: 2698.236572
	Iteration 7F: 3 clusters Score -184852.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -185114.359375 Penalty: 2698.236572
	Iteration 8Q: 3 clusters Score -185114.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -185243.859375 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -185243.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -185320.640625 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -185320.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -185346.750000 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -185346.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -185357.953125 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -185358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -185362.843750 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -185362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -185366.140625 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -185366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -185368.546875 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -185368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -185371.218750 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -185371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -185371.218750 Penalty: 2698.236572
	Iteration 17F: 3 clusters Score -185371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Entering Unmasked Estep 
Score: -12672113.000000 Penalty: 62276.972656
Splitting cluster 13 changes total score from -12637727.000000 to -12672113.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -73453.156250 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -73453.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -71545.304688 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -71545.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -72815.468750 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -72815.47 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -73915.156250 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -73915.16 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -74499.234375 Penalty: 2453.109375
	Iteration 3F: 3 clusters Score -74499.23 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -74776.046875 Penalty: 2453.109375
	Iteration 4F: 3 clusters Score -74776.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -74887.140625 Penalty: 2453.109375
	Iteration 5Q: 3 clusters Score -74887.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -74976.171875 Penalty: 2453.109375
	Iteration 6Q: 3 clusters Score -74976.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -75033.804688 Penalty: 2453.109375
	Iteration 7Q: 3 clusters Score -75033.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -75083.484375 Penalty: 2453.109375
	Iteration 8Q: 3 clusters Score -75083.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -75137.390625 Penalty: 2453.109375
	Iteration 9Q: 3 clusters Score -75137.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -75173.640625 Penalty: 2453.109375
	Iteration 10Q: 3 clusters Score -75173.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -75195.187500 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -75195.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -75215.562500 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -75215.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -75232.234375 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -75232.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -75251.937500 Penalty: 2453.109375
	Iteration 14Q: 3 clusters Score -75251.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -75261.054688 Penalty: 2453.109375
	Iteration 15Q: 3 clusters Score -75261.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -75269.421875 Penalty: 2453.109375
	Iteration 16Q: 3 clusters Score -75269.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -75275.929688 Penalty: 2453.109375
	Iteration 17Q: 3 clusters Score -75275.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -75293.976562 Penalty: 2453.109375
	Iteration 18Q: 3 clusters Score -75293.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -75304.226562 Penalty: 2453.109375
	Iteration 19Q: 3 clusters Score -75304.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -75346.320312 Penalty: 2453.109375
	Iteration 20F: 3 clusters Score -75346.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -75399.078125 Penalty: 2453.109375
	Iteration 21Q: 3 clusters Score -75399.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -75415.226562 Penalty: 2453.109375
	Iteration 22Q: 3 clusters Score -75415.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -75427.625000 Penalty: 2453.109375
	Iteration 23Q: 3 clusters Score -75427.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -75430.664062 Penalty: 2453.109375
	Iteration 24Q: 3 clusters Score -75430.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -75432.679688 Penalty: 2453.109375
	Iteration 25Q: 3 clusters Score -75432.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -75435.242188 Penalty: 2453.109375
	Iteration 26Q: 3 clusters Score -75435.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -75435.242188 Penalty: 2453.109375
	Iteration 27F: 3 clusters Score -75435.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 20459 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1174 members 
Entering Unmasked Estep 
Score: -12673307.000000 Penalty: 64285.910156
Splitting cluster 15 changes total score from -12637727.000000 to -12673307.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (20459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Entering Unmasked Estep 
Score: -1149307.500000 Penalty: 1613.003906
	Iteration 0F: 2 clusters Score -1149308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1135405.000000 Penalty: 3226.007812
	Iteration 0F: 3 clusters Score -1135405 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1141310.625000 Penalty: 3226.007812
	Iteration 1F: 3 clusters Score -1141311 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1143154.625000 Penalty: 3226.007812
	Iteration 2F: 3 clusters Score -1143155 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1145610.500000 Penalty: 3226.007812
	Iteration 3F: 3 clusters Score -1145610 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1147733.625000 Penalty: 3226.007812
	Iteration 4F: 3 clusters Score -1147734 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1149201.375000 Penalty: 3226.007812
	Iteration 5F: 3 clusters Score -1149201 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1149925.375000 Penalty: 3226.007812
	Iteration 6F: 3 clusters Score -1149925 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1150241.500000 Penalty: 3226.007812
	Iteration 7Q: 3 clusters Score -1150242 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1150389.500000 Penalty: 3226.007812
	Iteration 8Q: 3 clusters Score -1150390 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1150459.875000 Penalty: 3226.007812
	Iteration 9Q: 3 clusters Score -1150460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1150493.000000 Penalty: 3226.007812
	Iteration 10Q: 3 clusters Score -1150493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1150507.250000 Penalty: 3226.007812
	Iteration 11Q: 3 clusters Score -1150507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1150518.625000 Penalty: 3226.007812
	Iteration 12Q: 3 clusters Score -1150519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1150523.500000 Penalty: 3226.007812
	Iteration 13Q: 3 clusters Score -1150524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1150529.750000 Penalty: 3226.007812
	Iteration 14Q: 3 clusters Score -1150530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1150531.125000 Penalty: 3226.007812
	Iteration 15Q: 3 clusters Score -1150531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1150530.000000 Penalty: 3226.007812
	Iteration 16Q: 3 clusters Score -1150530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1150533.250000 Penalty: 3226.007812
	Iteration 17Q: 3 clusters Score -1150533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1150535.250000 Penalty: 3226.007812
	Iteration 18Q: 3 clusters Score -1150535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1150537.875000 Penalty: 3226.007812
	Iteration 19Q: 3 clusters Score -1150538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1150537.500000 Penalty: 3226.007812
	Iteration 20F: 3 clusters Score -1150538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1150538.000000 Penalty: 3226.007812
	Iteration 21Q: 3 clusters Score -1150538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1150537.875000 Penalty: 3226.007812
	Iteration 22Q: 3 clusters Score -1150538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1150537.375000 Penalty: 3226.007812
	Iteration 23Q: 3 clusters Score -1150537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1150538.125000 Penalty: 3226.007812
	Iteration 24Q: 3 clusters Score -1150538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1150538.125000 Penalty: 3226.007812
	Iteration 25F: 3 clusters Score -1150538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 10459 members 
Entering Unmasked Estep 
Score: -12674052.000000 Penalty: 66294.843750
Splitting cluster 17 changes total score from -12637727.000000 to -12674052.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -484081.687500 Penalty: 1473.076050
	Iteration 0F: 2 clusters Score -484081.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -477821.750000 Penalty: 2946.152100
	Iteration 0F: 3 clusters Score -477821.8 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -480308.375000 Penalty: 2946.152100
	Iteration 1F: 3 clusters Score -480308.4 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -481204.500000 Penalty: 2946.152100
	Iteration 2F: 3 clusters Score -481204.5 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -482452.750000 Penalty: 2946.152100
	Iteration 3F: 3 clusters Score -482452.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -483557.093750 Penalty: 2946.152100
	Iteration 4F: 3 clusters Score -483557.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -484285.437500 Penalty: 2946.152100
	Iteration 5F: 3 clusters Score -484285.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -484662.937500 Penalty: 2946.152100
	Iteration 6Q: 3 clusters Score -484662.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -484862.437500 Penalty: 2946.152100
	Iteration 7Q: 3 clusters Score -484862.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -484972.531250 Penalty: 2946.152100
	Iteration 8Q: 3 clusters Score -484972.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -485073.375000 Penalty: 2946.152100
	Iteration 9Q: 3 clusters Score -485073.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -485181.531250 Penalty: 2946.152100
	Iteration 10Q: 3 clusters Score -485181.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -485380.875000 Penalty: 2946.152100
	Iteration 11Q: 3 clusters Score -485380.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -485631.437500 Penalty: 2946.152100
	Iteration 12Q: 3 clusters Score -485631.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -485789.156250 Penalty: 2946.152100
	Iteration 13Q: 3 clusters Score -485789.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -485870.843750 Penalty: 2946.152100
	Iteration 14Q: 3 clusters Score -485870.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -485915.687500 Penalty: 2946.152100
	Iteration 15Q: 3 clusters Score -485915.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -485953.281250 Penalty: 2946.152100
	Iteration 16Q: 3 clusters Score -485953.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -485982.281250 Penalty: 2946.152100
	Iteration 17Q: 3 clusters Score -485982.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -486012.125000 Penalty: 2946.152100
	Iteration 18Q: 3 clusters Score -486012.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -486064.781250 Penalty: 2946.152100
	Iteration 19Q: 3 clusters Score -486064.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -486129.968750 Penalty: 2946.152100
	Iteration 20F: 3 clusters Score -486130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -486229.218750 Penalty: 2946.152100
	Iteration 21Q: 3 clusters Score -486229.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -486385.156250 Penalty: 2946.152100
	Iteration 22Q: 3 clusters Score -486385.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -486544.843750 Penalty: 2946.152100
	Iteration 23Q: 3 clusters Score -486544.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -486629.625000 Penalty: 2946.152100
	Iteration 24Q: 3 clusters Score -486629.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -486685.937500 Penalty: 2946.152100
	Iteration 25Q: 3 clusters Score -486685.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -486714.531250 Penalty: 2946.152100
	Iteration 26Q: 3 clusters Score -486714.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -486728.250000 Penalty: 2946.152100
	Iteration 27Q: 3 clusters Score -486728.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -486739.250000 Penalty: 2946.152100
	Iteration 28Q: 3 clusters Score -486739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -486746.937500 Penalty: 2946.152100
	Iteration 29Q: 3 clusters Score -486746.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -486751.781250 Penalty: 2946.152100
	Iteration 30Q: 3 clusters Score -486751.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -486754.593750 Penalty: 2946.152100
	Iteration 31Q: 3 clusters Score -486754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -486758.750000 Penalty: 2946.152100
	Iteration 32Q: 3 clusters Score -486758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -486765.750000 Penalty: 2946.152100
	Iteration 33Q: 3 clusters Score -486765.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -486769.250000 Penalty: 2946.152100
	Iteration 34Q: 3 clusters Score -486769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -486769.781250 Penalty: 2946.152100
	Iteration 35Q: 3 clusters Score -486769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -486770.687500 Penalty: 2946.152100
	Iteration 36Q: 3 clusters Score -486770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -486771.125000 Penalty: 2946.152100
	Iteration 37Q: 3 clusters Score -486771.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -486771.031250 Penalty: 2946.152100
	Iteration 38Q: 3 clusters Score -486771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -486770.656250 Penalty: 2946.152100
	Iteration 39Q: 3 clusters Score -486770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -486771.406250 Penalty: 2946.152100
	Iteration 40F: 3 clusters Score -486771.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 17323 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 10459 members 
Mstep: Class 34 contains 4503 members 
Entering Unmasked Estep 
Score: -12676242.000000 Penalty: 68303.781250
Splitting cluster 18 changes total score from -12637727.000000 to -12676242.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (6437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Entering Unmasked Estep 
Score: -350866.937500 Penalty: 1425.095459
	Iteration 0F: 2 clusters Score -350866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -345977.031250 Penalty: 2850.190918
	Iteration 0F: 3 clusters Score -345977 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -347497.250000 Penalty: 2850.190918
	Iteration 1F: 3 clusters Score -347497.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -347814.531250 Penalty: 2850.190918
	Iteration 2F: 3 clusters Score -347814.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -348119.718750 Penalty: 2850.190918
	Iteration 3F: 3 clusters Score -348119.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -348441.906250 Penalty: 2850.190918
	Iteration 4F: 3 clusters Score -348441.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -348740.375000 Penalty: 2850.190918
	Iteration 5F: 3 clusters Score -348740.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -349007.968750 Penalty: 2850.190918
	Iteration 6F: 3 clusters Score -349008 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -349250.125000 Penalty: 2850.190918
	Iteration 7F: 3 clusters Score -349250.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -349459.906250 Penalty: 2850.190918
	Iteration 8Q: 3 clusters Score -349459.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -349596.593750 Penalty: 2850.190918
	Iteration 9Q: 3 clusters Score -349596.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -349689.031250 Penalty: 2850.190918
	Iteration 10Q: 3 clusters Score -349689 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -349762.968750 Penalty: 2850.190918
	Iteration 11Q: 3 clusters Score -349763 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -349816.218750 Penalty: 2850.190918
	Iteration 12Q: 3 clusters Score -349816.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -349859.593750 Penalty: 2850.190918
	Iteration 13Q: 3 clusters Score -349859.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -349883.125000 Penalty: 2850.190918
	Iteration 14Q: 3 clusters Score -349883.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -349897.656250 Penalty: 2850.190918
	Iteration 15Q: 3 clusters Score -349897.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -349905.937500 Penalty: 2850.190918
	Iteration 16Q: 3 clusters Score -349905.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -349912.968750 Penalty: 2850.190918
	Iteration 17Q: 3 clusters Score -349913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -349915.125000 Penalty: 2850.190918
	Iteration 18Q: 3 clusters Score -349915.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -349919.781250 Penalty: 2850.190918
	Iteration 19Q: 3 clusters Score -349919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349923.125000 Penalty: 2850.190918
	Iteration 20F: 3 clusters Score -349923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -349927.062500 Penalty: 2850.190918
	Iteration 21Q: 3 clusters Score -349927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -349928.468750 Penalty: 2850.190918
	Iteration 22Q: 3 clusters Score -349928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -349929.937500 Penalty: 2850.190918
	Iteration 23Q: 3 clusters Score -349929.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349931.843750 Penalty: 2850.190918
	Iteration 24Q: 3 clusters Score -349931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -349935.312500 Penalty: 2850.190918
	Iteration 25Q: 3 clusters Score -349935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349936.031250 Penalty: 2850.190918
	Iteration 26Q: 3 clusters Score -349936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -349937.875000 Penalty: 2850.190918
	Iteration 27Q: 3 clusters Score -349937.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -349938.281250 Penalty: 2850.190918
	Iteration 28Q: 3 clusters Score -349938.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -349940.062500 Penalty: 2850.190918
	Iteration 29Q: 3 clusters Score -349940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -349939.562500 Penalty: 2850.190918
	Iteration 30Q: 3 clusters Score -349939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -349940.062500 Penalty: 2850.190918
	Iteration 31Q: 3 clusters Score -349940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349941.375000 Penalty: 2850.190918
	Iteration 32Q: 3 clusters Score -349941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -349941.375000 Penalty: 2850.190918
	Iteration 33F: 3 clusters Score -349941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Entering Unmasked Estep 
Score: -1014230.312500 Penalty: 1585.965942
	Iteration 0F: 2 clusters Score -1014230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1002396.125000 Penalty: 3171.931885
	Iteration 0F: 3 clusters Score -1002396 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1006474.437500 Penalty: 3171.931885
	Iteration 1F: 3 clusters Score -1006474 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1006924.875000 Penalty: 3171.931885
	Iteration 2F: 3 clusters Score -1006925 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1007665.312500 Penalty: 3171.931885
	Iteration 3F: 3 clusters Score -1007665 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1008726.875000 Penalty: 3171.931885
	Iteration 4F: 3 clusters Score -1008727 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1009867.187500 Penalty: 3171.931885
	Iteration 5F: 3 clusters Score -1009867 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1010956.812500 Penalty: 3171.931885
	Iteration 6F: 3 clusters Score -1010957 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1011874.750000 Penalty: 3171.931885
	Iteration 7F: 3 clusters Score -1011875 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1012532.562500 Penalty: 3171.931885
	Iteration 8F: 3 clusters Score -1012533 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1012942.375000 Penalty: 3171.931885
	Iteration 9Q: 3 clusters Score -1012942 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1013148.937500 Penalty: 3171.931885
	Iteration 10Q: 3 clusters Score -1013149 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1013275.375000 Penalty: 3171.931885
	Iteration 11Q: 3 clusters Score -1013275 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1013351.312500 Penalty: 3171.931885
	Iteration 12Q: 3 clusters Score -1013351 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1013407.625000 Penalty: 3171.931885
	Iteration 13Q: 3 clusters Score -1013408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1013456.250000 Penalty: 3171.931885
	Iteration 14Q: 3 clusters Score -1013456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1013510.187500 Penalty: 3171.931885
	Iteration 15Q: 3 clusters Score -1013510 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1013540.312500 Penalty: 3171.931885
	Iteration 16Q: 3 clusters Score -1013540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1013578.875000 Penalty: 3171.931885
	Iteration 17Q: 3 clusters Score -1013579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1013629.187500 Penalty: 3171.931885
	Iteration 18Q: 3 clusters Score -1013629 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1013690.625000 Penalty: 3171.931885
	Iteration 19Q: 3 clusters Score -1013691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1013769.687500 Penalty: 3171.931885
	Iteration 20F: 3 clusters Score -1013770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1013865.437500 Penalty: 3171.931885
	Iteration 21Q: 3 clusters Score -1013865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1013977.937500 Penalty: 3171.931885
	Iteration 22Q: 3 clusters Score -1013978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1014115.062500 Penalty: 3171.931885
	Iteration 23Q: 3 clusters Score -1014115 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1014287.937500 Penalty: 3171.931885
	Iteration 24Q: 3 clusters Score -1014288 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1014521.000000 Penalty: 3171.931885
	Iteration 25Q: 3 clusters Score -1014521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1014798.187500 Penalty: 3171.931885
	Iteration 26Q: 3 clusters Score -1014798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1014946.812500 Penalty: 3171.931885
	Iteration 27Q: 3 clusters Score -1014947 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1014983.312500 Penalty: 3171.931885
	Iteration 28Q: 3 clusters Score -1014983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1014997.125000 Penalty: 3171.931885
	Iteration 29Q: 3 clusters Score -1014997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1015006.937500 Penalty: 3171.931885
	Iteration 30Q: 3 clusters Score -1015007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1015012.000000 Penalty: 3171.931885
	Iteration 31Q: 3 clusters Score -1015012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1015012.500000 Penalty: 3171.931885
	Iteration 32Q: 3 clusters Score -1015012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1015013.562500 Penalty: 3171.931885
	Iteration 33Q: 3 clusters Score -1015014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1015013.375000 Penalty: 3171.931885
	Iteration 34Q: 3 clusters Score -1015013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1015016.687500 Penalty: 3171.931885
	Iteration 35Q: 3 clusters Score -1015017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1015015.187500 Penalty: 3171.931885
	Iteration 36Q: 3 clusters Score -1015015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1015016.812500 Penalty: 3171.931885
	Iteration 37Q: 3 clusters Score -1015017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1015017.125000 Penalty: 3171.931885
	Iteration 38Q: 3 clusters Score -1015017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1015016.437500 Penalty: 3171.931885
	Iteration 39Q: 3 clusters Score -1015016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1015016.687500 Penalty: 3171.931885
	Iteration 40F: 3 clusters Score -1015017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1015015.312500 Penalty: 3171.931885
	Iteration 41Q: 3 clusters Score -1015015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1015015.312500 Penalty: 3171.931885
	Iteration 42F: 3 clusters Score -1015015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 12505 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 10459 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 16156 members 
Entering Unmasked Estep 
Score: -12676519.000000 Penalty: 70312.710938
Splitting cluster 20 changes total score from -12637727.000000 to -12676519.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -740380.000000 Penalty: 1533.006104
	Iteration 0F: 2 clusters Score -740380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -731743.062500 Penalty: 3066.012207
	Iteration 0F: 3 clusters Score -731743.1 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -735092.875000 Penalty: 3066.012207
	Iteration 1F: 3 clusters Score -735092.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -735788.937500 Penalty: 3066.012207
	Iteration 2F: 3 clusters Score -735788.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -736540.625000 Penalty: 3066.012207
	Iteration 3F: 3 clusters Score -736540.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -737189.312500 Penalty: 3066.012207
	Iteration 4F: 3 clusters Score -737189.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -737649.750000 Penalty: 3066.012207
	Iteration 5F: 3 clusters Score -737649.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -737946.312500 Penalty: 3066.012207
	Iteration 6F: 3 clusters Score -737946.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -738153.312500 Penalty: 3066.012207
	Iteration 7Q: 3 clusters Score -738153.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -738304.187500 Penalty: 3066.012207
	Iteration 8Q: 3 clusters Score -738304.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -738425.625000 Penalty: 3066.012207
	Iteration 9Q: 3 clusters Score -738425.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -738531.250000 Penalty: 3066.012207
	Iteration 10Q: 3 clusters Score -738531.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -738627.687500 Penalty: 3066.012207
	Iteration 11Q: 3 clusters Score -738627.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -738711.062500 Penalty: 3066.012207
	Iteration 12Q: 3 clusters Score -738711.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -738796.812500 Penalty: 3066.012207
	Iteration 13Q: 3 clusters Score -738796.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -738888.125000 Penalty: 3066.012207
	Iteration 14Q: 3 clusters Score -738888.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -738970.125000 Penalty: 3066.012207
	Iteration 15Q: 3 clusters Score -738970.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -739074.750000 Penalty: 3066.012207
	Iteration 16Q: 3 clusters Score -739074.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -739193.125000 Penalty: 3066.012207
	Iteration 17Q: 3 clusters Score -739193.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -739322.750000 Penalty: 3066.012207
	Iteration 18Q: 3 clusters Score -739322.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -739470.687500 Penalty: 3066.012207
	Iteration 19Q: 3 clusters Score -739470.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -739658.687500 Penalty: 3066.012207
	Iteration 20F: 3 clusters Score -739658.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -739861.000000 Penalty: 3066.012207
	Iteration 21Q: 3 clusters Score -739861 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -740072.062500 Penalty: 3066.012207
	Iteration 22Q: 3 clusters Score -740072.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -740280.562500 Penalty: 3066.012207
	Iteration 23Q: 3 clusters Score -740280.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -740435.687500 Penalty: 3066.012207
	Iteration 24Q: 3 clusters Score -740435.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -740543.250000 Penalty: 3066.012207
	Iteration 25Q: 3 clusters Score -740543.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -740597.062500 Penalty: 3066.012207
	Iteration 26Q: 3 clusters Score -740597.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -740621.062500 Penalty: 3066.012207
	Iteration 27Q: 3 clusters Score -740621.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -740639.375000 Penalty: 3066.012207
	Iteration 28Q: 3 clusters Score -740639.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -740652.312500 Penalty: 3066.012207
	Iteration 29Q: 3 clusters Score -740652.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -740659.937500 Penalty: 3066.012207
	Iteration 30Q: 3 clusters Score -740659.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -740666.750000 Penalty: 3066.012207
	Iteration 31Q: 3 clusters Score -740666.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -740674.125000 Penalty: 3066.012207
	Iteration 32Q: 3 clusters Score -740674.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -740678.437500 Penalty: 3066.012207
	Iteration 33Q: 3 clusters Score -740678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -740678.500000 Penalty: 3066.012207
	Iteration 34Q: 3 clusters Score -740678.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -740681.812500 Penalty: 3066.012207
	Iteration 35Q: 3 clusters Score -740681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -740684.625000 Penalty: 3066.012207
	Iteration 36Q: 3 clusters Score -740684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -740686.375000 Penalty: 3066.012207
	Iteration 37Q: 3 clusters Score -740686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -740686.375000 Penalty: 3066.012207
	Iteration 38Q: 3 clusters Score -740686.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -740689.312500 Penalty: 3066.012207
	Iteration 39Q: 3 clusters Score -740689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -740692.937500 Penalty: 3066.012207
	Iteration 40F: 3 clusters Score -740692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -740695.000000 Penalty: 3066.012207
	Iteration 41Q: 3 clusters Score -740695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -740694.812500 Penalty: 3066.012207
	Iteration 42Q: 3 clusters Score -740694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -740695.875000 Penalty: 3066.012207
	Iteration 43Q: 3 clusters Score -740695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -740696.500000 Penalty: 3066.012207
	Iteration 44Q: 3 clusters Score -740696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -740696.687500 Penalty: 3066.012207
	Iteration 45Q: 3 clusters Score -740696.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -740697.437500 Penalty: 3066.012207
	Iteration 46Q: 3 clusters Score -740697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -740698.312500 Penalty: 3066.012207
	Iteration 47Q: 3 clusters Score -740698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -740697.812500 Penalty: 3066.012207
	Iteration 48Q: 3 clusters Score -740697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -740698.125000 Penalty: 3066.012207
	Iteration 49Q: 3 clusters Score -740698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -740699.000000 Penalty: 3066.012207
	Iteration 50Q: 3 clusters Score -740699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -740699.000000 Penalty: 3066.012207
	Iteration 51F: 3 clusters Score -740699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 10459 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 16156 members 
Mstep: Class 36 contains 11298 members 
Entering Unmasked Estep 
Score: -12676422.000000 Penalty: 72321.648438
Splitting cluster 21 changes total score from -12637727.000000 to -12676422.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -192649.609375 Penalty: 1316.916138
	Iteration 0F: 2 clusters Score -192649.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -189832.703125 Penalty: 2633.832275
	Iteration 0F: 3 clusters Score -189832.7 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -190749.000000 Penalty: 2633.832275
	Iteration 1F: 3 clusters Score -190749 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -191097.437500 Penalty: 2633.832275
	Iteration 2F: 3 clusters Score -191097.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -191406.500000 Penalty: 2633.832275
	Iteration 3F: 3 clusters Score -191406.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -191672.484375 Penalty: 2633.832275
	Iteration 4F: 3 clusters Score -191672.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -191910.984375 Penalty: 2633.832275
	Iteration 5F: 3 clusters Score -191911 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -192176.203125 Penalty: 2633.832275
	Iteration 6F: 3 clusters Score -192176.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -192417.546875 Penalty: 2633.832275
	Iteration 7Q: 3 clusters Score -192417.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -192667.796875 Penalty: 2633.832275
	Iteration 8Q: 3 clusters Score -192667.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -193059.843750 Penalty: 2633.832275
	Iteration 9Q: 3 clusters Score -193059.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -193706.468750 Penalty: 2633.832275
	Iteration 10F: 3 clusters Score -193706.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -194568.593750 Penalty: 2633.832275
	Iteration 11F: 3 clusters Score -194568.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194989.203125 Penalty: 2633.832275
	Iteration 12Q: 3 clusters Score -194989.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -195155.156250 Penalty: 2633.832275
	Iteration 13Q: 3 clusters Score -195155.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -195281.609375 Penalty: 2633.832275
	Iteration 14Q: 3 clusters Score -195281.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -195374.328125 Penalty: 2633.832275
	Iteration 15Q: 3 clusters Score -195374.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -195417.500000 Penalty: 2633.832275
	Iteration 16Q: 3 clusters Score -195417.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -195442.984375 Penalty: 2633.832275
	Iteration 17Q: 3 clusters Score -195443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -195454.593750 Penalty: 2633.832275
	Iteration 18Q: 3 clusters Score -195454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -195457.359375 Penalty: 2633.832275
	Iteration 19Q: 3 clusters Score -195457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -195460.796875 Penalty: 2633.832275
	Iteration 20F: 3 clusters Score -195460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -195465.453125 Penalty: 2633.832275
	Iteration 21Q: 3 clusters Score -195465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -195468.421875 Penalty: 2633.832275
	Iteration 22Q: 3 clusters Score -195468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -195469.125000 Penalty: 2633.832275
	Iteration 23Q: 3 clusters Score -195469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -195469.125000 Penalty: 2633.832275
	Iteration 24F: 3 clusters Score -195469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 563 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 25777 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 3358 members 
Mstep: Class 31 contains 3421 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 10459 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 16156 members 
Mstep: Class 36 contains 11298 members 
Mstep: Class 37 contains 1402 members 
Entering Unmasked Estep 
Score: -12678561.000000 Penalty: 74330.578125
Splitting cluster 22 changes total score from -12637727.000000 to -12678561.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15434 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 592 members 
Mstep: Class 6 contains 14622 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 17 contains 10000 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686597.000000 Penalty: 74330.578125
Iteration 39Q: 38 clusters Score -1.26866e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 9906 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 14851 members 
Mstep: Class 7 contains 2022 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 591 members 
Mstep: Class 14 contains 9258 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 6264 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 2121 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 2576 members 
Mstep: Class 25 contains 3666 members 
Mstep: Class 26 contains 571 members 
Mstep: Class 27 contains 22914 members 
Mstep: Class 28 contains 25257 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 3111 members 
Mstep: Class 31 contains 3416 members 
Mstep: Class 32 contains 1222 members 
Mstep: Class 33 contains 9841 members 
Mstep: Class 34 contains 4458 members 
Mstep: Class 35 contains 16015 members 
Mstep: Class 36 contains 11237 members 
Mstep: Class 37 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12693406.000000 Penalty: 74330.578125
Iteration 40F: 38 clusters Score -1.269341e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15701 members 
Mstep: Class 3 contains 9883 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 584 members 
Mstep: Class 6 contains 14487 members 
Mstep: Class 7 contains 2109 members 
Mstep: Class 8 contains 11237 members 
Mstep: Class 9 contains 5633 members 
Mstep: Class 10 contains 2895 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 9268 members 
Mstep: Class 15 contains 907 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 6091 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 6251 members 
Mstep: Class 24 contains 2858 members 
Mstep: Class 25 contains 3719 members 
Mstep: Class 26 contains 581 members 
Mstep: Class 27 contains 22982 members 
Mstep: Class 28 contains 25321 members 
Mstep: Class 29 contains 2789 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 3523 members 
Mstep: Class 32 contains 1398 members 
Mstep: Class 33 contains 9598 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 15938 members 
Mstep: Class 36 contains 11253 members 
Mstep: Class 37 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696054.000000 Penalty: 74330.578125
Iteration 41Q: 38 clusters Score -1.269605e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 3 contains 9860 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 6 contains 14282 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 11243 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 2914 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 4058 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 2275 members 
Mstep: Class 23 contains 6233 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 3751 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 23021 members 
Mstep: Class 28 contains 25320 members 
Mstep: Class 29 contains 2853 members 
Mstep: Class 30 contains 2920 members 
Mstep: Class 31 contains 3613 members 
Mstep: Class 32 contains 1512 members 
Mstep: Class 33 contains 9407 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 15881 members 
Mstep: Class 36 contains 11247 members 
Mstep: Class 37 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697160.000000 Penalty: 74330.578125
Iteration 42Q: 38 clusters Score -1.269716e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 15533 members 
Mstep: Class 3 contains 9824 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 14121 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 9227 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 17 contains 9974 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 5998 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 3103 members 
Mstep: Class 25 contains 3800 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 23063 members 
Mstep: Class 28 contains 25315 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 2839 members 
Mstep: Class 31 contains 3668 members 
Mstep: Class 32 contains 1599 members 
Mstep: Class 33 contains 9256 members 
Mstep: Class 34 contains 4459 members 
Mstep: Class 35 contains 15841 members 
Mstep: Class 36 contains 11246 members 
Mstep: Class 37 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697942.000000 Penalty: 74330.578125
Iteration 43Q: 38 clusters Score -1.269794e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15458 members 
Mstep: Class 3 contains 9815 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 13995 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 6093 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 16 contains 5752 members 
Mstep: Class 17 contains 9884 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 6194 members 
Mstep: Class 24 contains 3178 members 
Mstep: Class 25 contains 3820 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 23105 members 
Mstep: Class 28 contains 25305 members 
Mstep: Class 29 contains 2961 members 
Mstep: Class 30 contains 2778 members 
Mstep: Class 31 contains 3696 members 
Mstep: Class 32 contains 1659 members 
Mstep: Class 33 contains 9120 members 
Mstep: Class 34 contains 4471 members 
Mstep: Class 35 contains 15825 members 
Mstep: Class 36 contains 11253 members 
Mstep: Class 37 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698395.000000 Penalty: 74330.578125
Iteration 44Q: 38 clusters Score -1.26984e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15364 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 13899 members 
Mstep: Class 7 contains 2405 members 
Mstep: Class 8 contains 11249 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 9270 members 
Mstep: Class 15 contains 1064 members 
Mstep: Class 16 contains 5744 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2363 members 
Mstep: Class 23 contains 6169 members 
Mstep: Class 24 contains 3233 members 
Mstep: Class 25 contains 3845 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 23120 members 
Mstep: Class 28 contains 25312 members 
Mstep: Class 29 contains 3041 members 
Mstep: Class 30 contains 2722 members 
Mstep: Class 31 contains 3729 members 
Mstep: Class 32 contains 1701 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 4468 members 
Mstep: Class 35 contains 15806 members 
Mstep: Class 36 contains 11247 members 
Mstep: Class 37 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698779.000000 Penalty: 74330.578125
Iteration 45Q: 38 clusters Score -1.269878e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15253 members 
Mstep: Class 3 contains 9801 members 
Mstep: Class 4 contains 5212 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 13838 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 9312 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 5905 members 
Mstep: Class 20 contains 1230 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 6138 members 
Mstep: Class 24 contains 3280 members 
Mstep: Class 25 contains 3869 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23144 members 
Mstep: Class 28 contains 25312 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 2677 members 
Mstep: Class 31 contains 3750 members 
Mstep: Class 32 contains 1742 members 
Mstep: Class 33 contains 8925 members 
Mstep: Class 34 contains 4473 members 
Mstep: Class 35 contains 15788 members 
Mstep: Class 36 contains 11241 members 
Mstep: Class 37 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699057.000000 Penalty: 74330.578125
Iteration 46Q: 38 clusters Score -1.269906e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15112 members 
Mstep: Class 3 contains 9793 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 13772 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 9641 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 5906 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 6116 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 3890 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23159 members 
Mstep: Class 28 contains 25305 members 
Mstep: Class 29 contains 3259 members 
Mstep: Class 30 contains 2638 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 1776 members 
Mstep: Class 33 contains 8871 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 15777 members 
Mstep: Class 36 contains 11240 members 
Mstep: Class 37 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699350.000000 Penalty: 74330.578125
Iteration 47Q: 38 clusters Score -1.269935e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 5165 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 13704 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 11248 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 3051 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 9580 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 6103 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 3888 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23172 members 
Mstep: Class 28 contains 25305 members 
Mstep: Class 29 contains 3409 members 
Mstep: Class 30 contains 2585 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 8805 members 
Mstep: Class 34 contains 4473 members 
Mstep: Class 35 contains 15770 members 
Mstep: Class 36 contains 11236 members 
Mstep: Class 37 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699786.000000 Penalty: 74330.578125
Iteration 48Q: 38 clusters Score -1.269979e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14755 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 13665 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 1233 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 9417 members 
Mstep: Class 15 contains 1090 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 9531 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 5912 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 3373 members 
Mstep: Class 25 contains 3889 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23188 members 
Mstep: Class 28 contains 25301 members 
Mstep: Class 29 contains 3568 members 
Mstep: Class 30 contains 2529 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 8753 members 
Mstep: Class 34 contains 4472 members 
Mstep: Class 35 contains 15763 members 
Mstep: Class 36 contains 11233 members 
Mstep: Class 37 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700139.000000 Penalty: 74330.578125
Iteration 49Q: 38 clusters Score -1.270014e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14543 members 
Mstep: Class 3 contains 9762 members 
Mstep: Class 4 contains 5125 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 13617 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 11252 members 
Mstep: Class 9 contains 6336 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 1095 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 9482 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2395 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 3895 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23203 members 
Mstep: Class 28 contains 25306 members 
Mstep: Class 29 contains 3758 members 
Mstep: Class 30 contains 2487 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 1843 members 
Mstep: Class 33 contains 8702 members 
Mstep: Class 34 contains 4474 members 
Mstep: Class 35 contains 15760 members 
Mstep: Class 36 contains 11231 members 
Mstep: Class 37 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700420.000000 Penalty: 74330.578125
Iteration 50Q: 38 clusters Score -1.270042e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14365 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 5108 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 13574 members 
Mstep: Class 7 contains 2685 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 9442 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 9454 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 5894 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 3900 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23213 members 
Mstep: Class 28 contains 25307 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 2460 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 1864 members 
Mstep: Class 33 contains 8665 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 15757 members 
Mstep: Class 36 contains 11229 members 
Mstep: Class 37 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700579.000000 Penalty: 74330.578125
Iteration 51Q: 38 clusters Score -1.270058e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14221 members 
Mstep: Class 3 contains 9739 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 13545 members 
Mstep: Class 7 contains 2702 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6366 members 
Mstep: Class 10 contains 3108 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 9463 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 9414 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 5850 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 6033 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 3909 members 
Mstep: Class 26 contains 587 members 
Mstep: Class 27 contains 23221 members 
Mstep: Class 28 contains 25296 members 
Mstep: Class 29 contains 4098 members 
Mstep: Class 30 contains 2432 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 1886 members 
Mstep: Class 33 contains 8651 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15752 members 
Mstep: Class 36 contains 11230 members 
Mstep: Class 37 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700730.000000 Penalty: 74330.578125
Iteration 52Q: 38 clusters Score -1.270073e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14079 members 
Mstep: Class 3 contains 9721 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 13504 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6377 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 9489 members 
Mstep: Class 15 contains 1104 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 17 contains 9382 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 5798 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 6026 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 3906 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23226 members 
Mstep: Class 28 contains 25291 members 
Mstep: Class 29 contains 4270 members 
Mstep: Class 30 contains 2405 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 1905 members 
Mstep: Class 33 contains 8631 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15745 members 
Mstep: Class 36 contains 11226 members 
Mstep: Class 37 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700955.000000 Penalty: 74330.578125
Iteration 53Q: 38 clusters Score -1.270096e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13947 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 560 members 
Mstep: Class 6 contains 13473 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 3154 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 9506 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 9358 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 6015 members 
Mstep: Class 24 contains 3495 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23226 members 
Mstep: Class 28 contains 25288 members 
Mstep: Class 29 contains 4428 members 
Mstep: Class 30 contains 2388 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 1929 members 
Mstep: Class 33 contains 8610 members 
Mstep: Class 34 contains 4479 members 
Mstep: Class 35 contains 15741 members 
Mstep: Class 36 contains 11222 members 
Mstep: Class 37 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701201.000000 Penalty: 74330.578125
Iteration 54Q: 38 clusters Score -1.27012e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13818 members 
Mstep: Class 3 contains 9680 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 13444 members 
Mstep: Class 7 contains 2772 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 3190 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 9333 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 5713 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 6003 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23228 members 
Mstep: Class 28 contains 25286 members 
Mstep: Class 29 contains 4569 members 
Mstep: Class 30 contains 2375 members 
Mstep: Class 31 contains 3794 members 
Mstep: Class 32 contains 1953 members 
Mstep: Class 33 contains 8602 members 
Mstep: Class 34 contains 4480 members 
Mstep: Class 35 contains 15733 members 
Mstep: Class 36 contains 11217 members 
Mstep: Class 37 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701488.000000 Penalty: 74330.578125
Iteration 55Q: 38 clusters Score -1.270149e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 9664 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 13418 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9533 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 5733 members 
Mstep: Class 17 contains 9299 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 5661 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5991 members 
Mstep: Class 24 contains 3554 members 
Mstep: Class 25 contains 3886 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23228 members 
Mstep: Class 28 contains 25278 members 
Mstep: Class 29 contains 4698 members 
Mstep: Class 30 contains 2366 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 1970 members 
Mstep: Class 33 contains 8582 members 
Mstep: Class 34 contains 4480 members 
Mstep: Class 35 contains 15724 members 
Mstep: Class 36 contains 11215 members 
Mstep: Class 37 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701832.000000 Penalty: 74330.578125
Iteration 56Q: 38 clusters Score -1.270183e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 13396 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 3215 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9540 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 9264 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5987 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 3882 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23228 members 
Mstep: Class 28 contains 25269 members 
Mstep: Class 29 contains 4807 members 
Mstep: Class 30 contains 2359 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 1980 members 
Mstep: Class 33 contains 8555 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 15721 members 
Mstep: Class 36 contains 11216 members 
Mstep: Class 37 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702172.000000 Penalty: 74330.578125
Iteration 57Q: 38 clusters Score -1.270217e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 9635 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 2826 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 3218 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9550 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 3972 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 5982 members 
Mstep: Class 24 contains 3704 members 
Mstep: Class 25 contains 3879 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23230 members 
Mstep: Class 28 contains 25251 members 
Mstep: Class 29 contains 4930 members 
Mstep: Class 30 contains 2354 members 
Mstep: Class 31 contains 3794 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 8530 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 15715 members 
Mstep: Class 36 contains 11214 members 
Mstep: Class 37 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702452.000000 Penalty: 74330.578125
Iteration 58Q: 38 clusters Score -1.270245e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 13579 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 13339 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 3228 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9565 members 
Mstep: Class 15 contains 1126 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 9184 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 3876 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23232 members 
Mstep: Class 28 contains 25238 members 
Mstep: Class 29 contains 5047 members 
Mstep: Class 30 contains 2349 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 8505 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 15711 members 
Mstep: Class 36 contains 11215 members 
Mstep: Class 37 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702658.000000 Penalty: 74330.578125
Iteration 59Q: 38 clusters Score -1.270266e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 13316 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 6172 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9577 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 9155 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5971 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 3872 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23232 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 2342 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 8491 members 
Mstep: Class 34 contains 4484 members 
Mstep: Class 35 contains 15704 members 
Mstep: Class 36 contains 11212 members 
Mstep: Class 37 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702871.000000 Penalty: 74330.578125
Iteration 60F: 38 clusters Score -1.270287e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13540 members 
Mstep: Class 3 contains 9547 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 564 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 2873 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9582 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5962 members 
Mstep: Class 24 contains 3961 members 
Mstep: Class 25 contains 3865 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23237 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 5342 members 
Mstep: Class 30 contains 2325 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 8476 members 
Mstep: Class 34 contains 4485 members 
Mstep: Class 35 contains 15700 members 
Mstep: Class 36 contains 11208 members 
Mstep: Class 37 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703204.000000 Penalty: 74330.578125
Iteration 61Q: 38 clusters Score -1.27032e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13576 members 
Mstep: Class 3 contains 9528 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 13272 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9589 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1198 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5953 members 
Mstep: Class 24 contains 4011 members 
Mstep: Class 25 contains 3858 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23241 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 5509 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 2005 members 
Mstep: Class 33 contains 8474 members 
Mstep: Class 34 contains 4483 members 
Mstep: Class 35 contains 15688 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703518.000000 Penalty: 74330.578125
Iteration 62Q: 38 clusters Score -1.270352e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13597 members 
Mstep: Class 3 contains 9514 members 
Mstep: Class 4 contains 5064 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 3254 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 1239 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9587 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 4840 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5950 members 
Mstep: Class 24 contains 4050 members 
Mstep: Class 25 contains 3851 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23243 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 5650 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 2014 members 
Mstep: Class 33 contains 8473 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 15677 members 
Mstep: Class 36 contains 11207 members 
Mstep: Class 37 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703822.000000 Penalty: 74330.578125
Iteration 63Q: 38 clusters Score -1.270382e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13615 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 13253 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 3258 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9588 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 9110 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5944 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 3850 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25217 members 
Mstep: Class 29 contains 5768 members 
Mstep: Class 30 contains 2309 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 2038 members 
Mstep: Class 33 contains 8469 members 
Mstep: Class 34 contains 4479 members 
Mstep: Class 35 contains 15659 members 
Mstep: Class 36 contains 11207 members 
Mstep: Class 37 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704051.000000 Penalty: 74330.578125
Iteration 64Q: 38 clusters Score -1.270405e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13638 members 
Mstep: Class 3 contains 9496 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 538 members 
Mstep: Class 6 contains 13247 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 3262 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9591 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 9091 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 4585 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 4139 members 
Mstep: Class 25 contains 3847 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23252 members 
Mstep: Class 28 contains 25211 members 
Mstep: Class 29 contains 5845 members 
Mstep: Class 30 contains 2308 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 2059 members 
Mstep: Class 33 contains 8465 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 15650 members 
Mstep: Class 36 contains 11208 members 
Mstep: Class 37 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704245.000000 Penalty: 74330.578125
Iteration 65Q: 38 clusters Score -1.270424e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13652 members 
Mstep: Class 3 contains 9487 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 534 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9592 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 5734 members 
Mstep: Class 17 contains 9080 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 3847 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23254 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 5891 members 
Mstep: Class 30 contains 2306 members 
Mstep: Class 31 contains 3784 members 
Mstep: Class 32 contains 2081 members 
Mstep: Class 33 contains 8454 members 
Mstep: Class 34 contains 4476 members 
Mstep: Class 35 contains 15627 members 
Mstep: Class 36 contains 11207 members 
Mstep: Class 37 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704460.000000 Penalty: 74330.578125
Iteration 66Q: 38 clusters Score -1.270446e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 9478 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 13233 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6388 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 6169 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 1165 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 9071 members 
Mstep: Class 18 contains 3980 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 4230 members 
Mstep: Class 25 contains 3843 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23257 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 5909 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 3783 members 
Mstep: Class 32 contains 2093 members 
Mstep: Class 33 contains 8440 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 15606 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704559.000000 Penalty: 74330.578125
Iteration 67Q: 38 clusters Score -1.270456e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 9462 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9600 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 9056 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 4496 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 4266 members 
Mstep: Class 25 contains 3840 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23261 members 
Mstep: Class 28 contains 25208 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 2303 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 2104 members 
Mstep: Class 33 contains 8435 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 15593 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704617.000000 Penalty: 74330.578125
Iteration 68Q: 38 clusters Score -1.270462e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 9460 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 13219 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6382 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9604 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 5725 members 
Mstep: Class 17 contains 9040 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 4288 members 
Mstep: Class 25 contains 3840 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25208 members 
Mstep: Class 29 contains 5913 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 3783 members 
Mstep: Class 32 contains 2108 members 
Mstep: Class 33 contains 8431 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15585 members 
Mstep: Class 36 contains 11201 members 
Mstep: Class 37 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704690.000000 Penalty: 74330.578125
Iteration 69Q: 38 clusters Score -1.270469e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 13213 members 
Mstep: Class 7 contains 2911 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 3274 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9613 members 
Mstep: Class 15 contains 1185 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 9022 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 4473 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 3838 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23270 members 
Mstep: Class 28 contains 25204 members 
Mstep: Class 29 contains 5911 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3783 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 8434 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15581 members 
Mstep: Class 36 contains 11201 members 
Mstep: Class 37 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704728.000000 Penalty: 74330.578125
Iteration 70Q: 38 clusters Score -1.270473e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 9457 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 13206 members 
Mstep: Class 7 contains 2915 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 4325 members 
Mstep: Class 25 contains 3838 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23275 members 
Mstep: Class 28 contains 25202 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 3784 members 
Mstep: Class 32 contains 2113 members 
Mstep: Class 33 contains 8434 members 
Mstep: Class 34 contains 4480 members 
Mstep: Class 35 contains 15577 members 
Mstep: Class 36 contains 11201 members 
Mstep: Class 37 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704759.000000 Penalty: 74330.578125
Iteration 71Q: 38 clusters Score -1.270476e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 9450 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9623 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 17 contains 8995 members 
Mstep: Class 18 contains 3987 members 
Mstep: Class 19 contains 4467 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23272 members 
Mstep: Class 28 contains 25200 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 2296 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 2115 members 
Mstep: Class 33 contains 8427 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 15575 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 1991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704783.000000 Penalty: 74330.578125
Iteration 72Q: 38 clusters Score -1.270478e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 9448 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 13196 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 1202 members 
Mstep: Class 16 contains 5721 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 4365 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23272 members 
Mstep: Class 28 contains 25199 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3783 members 
Mstep: Class 32 contains 2115 members 
Mstep: Class 33 contains 8415 members 
Mstep: Class 34 contains 4481 members 
Mstep: Class 35 contains 15572 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704802.000000 Penalty: 74330.578125
Iteration 73Q: 38 clusters Score -1.27048e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 9443 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 13194 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9623 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 17 contains 8982 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4466 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 23271 members 
Mstep: Class 28 contains 25200 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2117 members 
Mstep: Class 33 contains 8408 members 
Mstep: Class 34 contains 4477 members 
Mstep: Class 35 contains 15569 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704857.000000 Penalty: 74330.578125
Iteration 74Q: 38 clusters Score -1.270486e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 9441 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 482 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6377 members 
Mstep: Class 10 contains 3278 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 1205 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 8963 members 
Mstep: Class 18 contains 3993 members 
Mstep: Class 19 contains 4464 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5933 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 23272 members 
Mstep: Class 28 contains 25202 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3784 members 
Mstep: Class 32 contains 2119 members 
Mstep: Class 33 contains 8407 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15566 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704879.000000 Penalty: 74330.578125
Iteration 75Q: 38 clusters Score -1.270488e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13724 members 
Mstep: Class 3 contains 9439 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6375 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4460 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23269 members 
Mstep: Class 28 contains 25202 members 
Mstep: Class 29 contains 5909 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2121 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4479 members 
Mstep: Class 35 contains 15565 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704867.000000 Penalty: 74330.578125
Iteration 76Q: 38 clusters Score -1.270487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 9437 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13184 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 3286 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4457 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5926 members 
Mstep: Class 24 contains 4430 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25203 members 
Mstep: Class 29 contains 5909 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3787 members 
Mstep: Class 32 contains 2124 members 
Mstep: Class 33 contains 8402 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15564 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704873.000000 Penalty: 74330.578125
Iteration 77Q: 38 clusters Score -1.270487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13182 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6375 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 5908 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2127 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15564 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704867.000000 Penalty: 74330.578125
Iteration 78Q: 38 clusters Score -1.270487e+07 nChanged 35
Entering ConstructFrom: 
Score: -12704867.000000 Penalty: 74330.578125
Entering ConstructFrom: 
Trying to split cluster 1 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -142179.500000 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -142179.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -139782.390625 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -139782.4 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -140445.437500 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -140445.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -140627.015625 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -140627 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -140747.796875 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -140747.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -140834.640625 Penalty: 2545.662354
	Iteration 4Q: 3 clusters Score -140834.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -140897.765625 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -140897.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -140938.515625 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -140938.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -140978.328125 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -140978.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -141011.281250 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -141011.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -141045.296875 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -141045.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -141069.687500 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -141069.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -141096.312500 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -141096.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -141115.312500 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -141115.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -141128.468750 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -141128.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -141144.953125 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -141145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -141158.562500 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -141158.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -141169.687500 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -141169.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -141174.984375 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -141175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141176.765625 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -141176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -141178.718750 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -141178.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -141181.781250 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -141181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -141183.562500 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -141183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -141187.828125 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -141187.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141191.171875 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -141191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -141193.828125 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -141193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -141197.375000 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -141197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -141200.921875 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -141200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -141205.625000 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -141205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -141211.796875 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -141211.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -141215.859375 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -141215.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -141218.875000 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -141218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -141220.781250 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -141220.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -141224.078125 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -141224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -141226.687500 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -141226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -141229.953125 Penalty: 2545.662354
	Iteration 34Q: 3 clusters Score -141230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -141232.359375 Penalty: 2545.662354
	Iteration 35Q: 3 clusters Score -141232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -141238.328125 Penalty: 2545.662354
	Iteration 36Q: 3 clusters Score -141238.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141244.671875 Penalty: 2545.662354
	Iteration 37Q: 3 clusters Score -141244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -141249.531250 Penalty: 2545.662354
	Iteration 38Q: 3 clusters Score -141249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141255.015625 Penalty: 2545.662354
	Iteration 39Q: 3 clusters Score -141255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -141261.218750 Penalty: 2545.662354
	Iteration 40F: 3 clusters Score -141261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141267.734375 Penalty: 2545.662354
	Iteration 41Q: 3 clusters Score -141267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141272.156250 Penalty: 2545.662354
	Iteration 42Q: 3 clusters Score -141272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -141276.609375 Penalty: 2545.662354
	Iteration 43Q: 3 clusters Score -141276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -141281.578125 Penalty: 2545.662354
	Iteration 44Q: 3 clusters Score -141281.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -141288.140625 Penalty: 2545.662354
	Iteration 45Q: 3 clusters Score -141288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141294.500000 Penalty: 2545.662354
	Iteration 46Q: 3 clusters Score -141294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141299.921875 Penalty: 2545.662354
	Iteration 47Q: 3 clusters Score -141299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141305.406250 Penalty: 2545.662354
	Iteration 48Q: 3 clusters Score -141305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141308.328125 Penalty: 2545.662354
	Iteration 49Q: 3 clusters Score -141308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141310.453125 Penalty: 2545.662354
	Iteration 50Q: 3 clusters Score -141310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141310.890625 Penalty: 2545.662354
	Iteration 51Q: 3 clusters Score -141310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -141310.890625 Penalty: 2545.662354
	Iteration 52F: 3 clusters Score -141310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -791562.187500 Penalty: 1548.180664
	Iteration 0F: 2 clusters Score -791562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -782076.500000 Penalty: 3096.361328
	Iteration 0F: 3 clusters Score -782076.5 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -785316.437500 Penalty: 3096.361328
	Iteration 1F: 3 clusters Score -785316.4 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -785540.312500 Penalty: 3096.361328
	Iteration 2F: 3 clusters Score -785540.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -785705.812500 Penalty: 3096.361328
	Iteration 3Q: 3 clusters Score -785705.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -785868.250000 Penalty: 3096.361328
	Iteration 4Q: 3 clusters Score -785868.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -786109.875000 Penalty: 3096.361328
	Iteration 5Q: 3 clusters Score -786109.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -786447.375000 Penalty: 3096.361328
	Iteration 6Q: 3 clusters Score -786447.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -786938.000000 Penalty: 3096.361328
	Iteration 7F: 3 clusters Score -786938 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -787597.625000 Penalty: 3096.361328
	Iteration 8F: 3 clusters Score -787597.6 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -788318.312500 Penalty: 3096.361328
	Iteration 9F: 3 clusters Score -788318.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -788940.250000 Penalty: 3096.361328
	Iteration 10F: 3 clusters Score -788940.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -789379.375000 Penalty: 3096.361328
	Iteration 11Q: 3 clusters Score -789379.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -789676.062500 Penalty: 3096.361328
	Iteration 12Q: 3 clusters Score -789676.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -789853.062500 Penalty: 3096.361328
	Iteration 13Q: 3 clusters Score -789853.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -789965.125000 Penalty: 3096.361328
	Iteration 14Q: 3 clusters Score -789965.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -790044.437500 Penalty: 3096.361328
	Iteration 15Q: 3 clusters Score -790044.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -790097.000000 Penalty: 3096.361328
	Iteration 16Q: 3 clusters Score -790097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -790128.750000 Penalty: 3096.361328
	Iteration 17Q: 3 clusters Score -790128.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -790155.062500 Penalty: 3096.361328
	Iteration 18Q: 3 clusters Score -790155.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -790167.250000 Penalty: 3096.361328
	Iteration 19Q: 3 clusters Score -790167.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -790179.812500 Penalty: 3096.361328
	Iteration 20F: 3 clusters Score -790179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -790187.437500 Penalty: 3096.361328
	Iteration 21Q: 3 clusters Score -790187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -790189.062500 Penalty: 3096.361328
	Iteration 22Q: 3 clusters Score -790189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -790191.437500 Penalty: 3096.361328
	Iteration 23Q: 3 clusters Score -790191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -790191.875000 Penalty: 3096.361328
	Iteration 24Q: 3 clusters Score -790191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -790191.875000 Penalty: 3096.361328
	Iteration 25F: 3 clusters Score -790191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Entering Unmasked Estep 
Score: -542633.687500 Penalty: 1487.108887
	Iteration 0F: 2 clusters Score -542633.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -535839.625000 Penalty: 2974.217773
	Iteration 0F: 3 clusters Score -535839.6 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -538049.812500 Penalty: 2974.217773
	Iteration 1F: 3 clusters Score -538049.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -538251.437500 Penalty: 2974.217773
	Iteration 2F: 3 clusters Score -538251.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -538407.750000 Penalty: 2974.217773
	Iteration 3Q: 3 clusters Score -538407.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -538539.625000 Penalty: 2974.217773
	Iteration 4Q: 3 clusters Score -538539.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -538648.125000 Penalty: 2974.217773
	Iteration 5Q: 3 clusters Score -538648.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -538754.687500 Penalty: 2974.217773
	Iteration 6Q: 3 clusters Score -538754.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -538864.312500 Penalty: 2974.217773
	Iteration 7Q: 3 clusters Score -538864.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -538994.375000 Penalty: 2974.217773
	Iteration 8Q: 3 clusters Score -538994.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -539183.562500 Penalty: 2974.217773
	Iteration 9Q: 3 clusters Score -539183.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -539443.312500 Penalty: 2974.217773
	Iteration 10Q: 3 clusters Score -539443.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -539740.187500 Penalty: 2974.217773
	Iteration 11Q: 3 clusters Score -539740.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -540053.062500 Penalty: 2974.217773
	Iteration 12Q: 3 clusters Score -540053.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -540352.812500 Penalty: 2974.217773
	Iteration 13Q: 3 clusters Score -540352.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -540617.375000 Penalty: 2974.217773
	Iteration 14Q: 3 clusters Score -540617.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -540825.875000 Penalty: 2974.217773
	Iteration 15Q: 3 clusters Score -540825.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -540978.000000 Penalty: 2974.217773
	Iteration 16Q: 3 clusters Score -540978 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -541099.500000 Penalty: 2974.217773
	Iteration 17Q: 3 clusters Score -541099.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -541180.875000 Penalty: 2974.217773
	Iteration 18Q: 3 clusters Score -541180.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -541238.000000 Penalty: 2974.217773
	Iteration 19Q: 3 clusters Score -541238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -541289.437500 Penalty: 2974.217773
	Iteration 20F: 3 clusters Score -541289.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -541321.312500 Penalty: 2974.217773
	Iteration 21Q: 3 clusters Score -541321.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -541348.687500 Penalty: 2974.217773
	Iteration 22Q: 3 clusters Score -541348.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -541373.312500 Penalty: 2974.217773
	Iteration 23Q: 3 clusters Score -541373.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -541397.875000 Penalty: 2974.217773
	Iteration 24Q: 3 clusters Score -541397.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -541420.750000 Penalty: 2974.217773
	Iteration 25Q: 3 clusters Score -541420.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -541434.937500 Penalty: 2974.217773
	Iteration 26Q: 3 clusters Score -541434.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -541451.687500 Penalty: 2974.217773
	Iteration 27Q: 3 clusters Score -541451.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -541459.812500 Penalty: 2974.217773
	Iteration 28Q: 3 clusters Score -541459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -541472.062500 Penalty: 2974.217773
	Iteration 29Q: 3 clusters Score -541472.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -541478.312500 Penalty: 2974.217773
	Iteration 30Q: 3 clusters Score -541478.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -541488.500000 Penalty: 2974.217773
	Iteration 31Q: 3 clusters Score -541488.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -541500.000000 Penalty: 2974.217773
	Iteration 32Q: 3 clusters Score -541500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -541511.500000 Penalty: 2974.217773
	Iteration 33Q: 3 clusters Score -541511.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -541523.937500 Penalty: 2974.217773
	Iteration 34Q: 3 clusters Score -541523.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -541537.937500 Penalty: 2974.217773
	Iteration 35Q: 3 clusters Score -541537.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -541547.812500 Penalty: 2974.217773
	Iteration 36Q: 3 clusters Score -541547.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -541556.750000 Penalty: 2974.217773
	Iteration 37Q: 3 clusters Score -541556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -541561.375000 Penalty: 2974.217773
	Iteration 38Q: 3 clusters Score -541561.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -541568.125000 Penalty: 2974.217773
	Iteration 39Q: 3 clusters Score -541568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -541570.250000 Penalty: 2974.217773
	Iteration 40F: 3 clusters Score -541570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -541570.500000 Penalty: 2974.217773
	Iteration 41Q: 3 clusters Score -541570.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -541570.562500 Penalty: 2974.217773
	Iteration 42Q: 3 clusters Score -541570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -541571.375000 Penalty: 2974.217773
	Iteration 43Q: 3 clusters Score -541571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -541572.937500 Penalty: 2974.217773
	Iteration 44Q: 3 clusters Score -541572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -541572.750000 Penalty: 2974.217773
	Iteration 45Q: 3 clusters Score -541572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -541573.437500 Penalty: 2974.217773
	Iteration 46Q: 3 clusters Score -541573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -541574.437500 Penalty: 2974.217773
	Iteration 47Q: 3 clusters Score -541574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -541575.000000 Penalty: 2974.217773
	Iteration 48Q: 3 clusters Score -541575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -541577.312500 Penalty: 2974.217773
	Iteration 49Q: 3 clusters Score -541577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -541577.937500 Penalty: 2974.217773
	Iteration 50Q: 3 clusters Score -541577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -541579.625000 Penalty: 2974.217773
	Iteration 51Q: 3 clusters Score -541579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -541580.062500 Penalty: 2974.217773
	Iteration 52Q: 3 clusters Score -541580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -541580.750000 Penalty: 2974.217773
	Iteration 53Q: 3 clusters Score -541580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -541581.062500 Penalty: 2974.217773
	Iteration 54Q: 3 clusters Score -541581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -541581.062500 Penalty: 2974.217773
	Iteration 55F: 3 clusters Score -541581.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -302091.500000 Penalty: 1384.886719
	Iteration 0F: 2 clusters Score -302091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -298136.375000 Penalty: 2769.773438
	Iteration 0F: 3 clusters Score -298136.4 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -299360.437500 Penalty: 2769.773438
	Iteration 1F: 3 clusters Score -299360.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -299592.156250 Penalty: 2769.773438
	Iteration 2F: 3 clusters Score -299592.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -299756.218750 Penalty: 2769.773438
	Iteration 3F: 3 clusters Score -299756.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -299895.781250 Penalty: 2769.773438
	Iteration 4Q: 3 clusters Score -299895.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -300022.156250 Penalty: 2769.773438
	Iteration 5Q: 3 clusters Score -300022.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -300154.062500 Penalty: 2769.773438
	Iteration 6Q: 3 clusters Score -300154.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -300277.187500 Penalty: 2769.773438
	Iteration 7Q: 3 clusters Score -300277.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -300379.250000 Penalty: 2769.773438
	Iteration 8Q: 3 clusters Score -300379.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -300454.187500 Penalty: 2769.773438
	Iteration 9Q: 3 clusters Score -300454.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -300517.625000 Penalty: 2769.773438
	Iteration 10Q: 3 clusters Score -300517.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -300562.156250 Penalty: 2769.773438
	Iteration 11Q: 3 clusters Score -300562.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -300605.250000 Penalty: 2769.773438
	Iteration 12Q: 3 clusters Score -300605.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -300636.750000 Penalty: 2769.773438
	Iteration 13Q: 3 clusters Score -300636.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -300658.812500 Penalty: 2769.773438
	Iteration 14Q: 3 clusters Score -300658.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -300672.093750 Penalty: 2769.773438
	Iteration 15Q: 3 clusters Score -300672.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -300684.562500 Penalty: 2769.773438
	Iteration 16Q: 3 clusters Score -300684.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -300698.250000 Penalty: 2769.773438
	Iteration 17Q: 3 clusters Score -300698.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -300709.843750 Penalty: 2769.773438
	Iteration 18Q: 3 clusters Score -300709.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -300719.843750 Penalty: 2769.773438
	Iteration 19Q: 3 clusters Score -300719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -300727.281250 Penalty: 2769.773438
	Iteration 20F: 3 clusters Score -300727.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -300733.187500 Penalty: 2769.773438
	Iteration 21Q: 3 clusters Score -300733.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -300741.187500 Penalty: 2769.773438
	Iteration 22Q: 3 clusters Score -300741.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -300749.562500 Penalty: 2769.773438
	Iteration 23Q: 3 clusters Score -300749.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -300755.468750 Penalty: 2769.773438
	Iteration 24Q: 3 clusters Score -300755.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -300761.812500 Penalty: 2769.773438
	Iteration 25Q: 3 clusters Score -300761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -300768.125000 Penalty: 2769.773438
	Iteration 26Q: 3 clusters Score -300768.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -300775.843750 Penalty: 2769.773438
	Iteration 27Q: 3 clusters Score -300775.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -300782.343750 Penalty: 2769.773438
	Iteration 28Q: 3 clusters Score -300782.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -300788.375000 Penalty: 2769.773438
	Iteration 29Q: 3 clusters Score -300788.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -300796.000000 Penalty: 2769.773438
	Iteration 30Q: 3 clusters Score -300796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -300806.531250 Penalty: 2769.773438
	Iteration 31Q: 3 clusters Score -300806.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -300813.468750 Penalty: 2769.773438
	Iteration 32Q: 3 clusters Score -300813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -300817.312500 Penalty: 2769.773438
	Iteration 33Q: 3 clusters Score -300817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -300821.093750 Penalty: 2769.773438
	Iteration 34Q: 3 clusters Score -300821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -300824.031250 Penalty: 2769.773438
	Iteration 35Q: 3 clusters Score -300824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -300824.593750 Penalty: 2769.773438
	Iteration 36Q: 3 clusters Score -300824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -300826.281250 Penalty: 2769.773438
	Iteration 37Q: 3 clusters Score -300826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -300827.593750 Penalty: 2769.773438
	Iteration 38Q: 3 clusters Score -300827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -300828.625000 Penalty: 2769.773438
	Iteration 39Q: 3 clusters Score -300828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -300828.562500 Penalty: 2769.773438
	Iteration 40F: 3 clusters Score -300828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -300830.437500 Penalty: 2769.773438
	Iteration 41Q: 3 clusters Score -300830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -300831.250000 Penalty: 2769.773438
	Iteration 42Q: 3 clusters Score -300831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -300831.281250 Penalty: 2769.773438
	Iteration 43Q: 3 clusters Score -300831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -300833.093750 Penalty: 2769.773438
	Iteration 44Q: 3 clusters Score -300833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -300833.281250 Penalty: 2769.773438
	Iteration 45Q: 3 clusters Score -300833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -300833.875000 Penalty: 2769.773438
	Iteration 46Q: 3 clusters Score -300833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -300836.156250 Penalty: 2769.773438
	Iteration 47Q: 3 clusters Score -300836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -300837.187500 Penalty: 2769.773438
	Iteration 48Q: 3 clusters Score -300837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -300838.062500 Penalty: 2769.773438
	Iteration 49Q: 3 clusters Score -300838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -300838.062500 Penalty: 2769.773438
	Iteration 50F: 3 clusters Score -300838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -23161.113281 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -23161.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22154.277344 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -22154.28 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22359.160156 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -22359.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22452.333984 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -22452.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22531.146484 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -22531.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22553.416016 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -22553.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22575.224609 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -22575.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22596.363281 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -22596.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22601.050781 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -22601.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22608.072266 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -22608.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22613.126953 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -22613.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22615.355469 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -22615.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22618.544922 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -22618.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -22628.027344 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -22628.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22651.593750 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -22651.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22681.394531 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -22681.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22691.769531 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -22691.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22694.531250 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -22694.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22698.197266 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -22698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22703.437500 Penalty: 2005.802612
	Iteration 18Q: 3 clusters Score -22703.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22712.476562 Penalty: 2005.802612
	Iteration 19Q: 3 clusters Score -22712.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22716.298828 Penalty: 2005.802612
	Iteration 20F: 3 clusters Score -22716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22721.023438 Penalty: 2005.802612
	Iteration 21Q: 3 clusters Score -22721.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22723.457031 Penalty: 2005.802612
	Iteration 22Q: 3 clusters Score -22723.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22727.326172 Penalty: 2005.802612
	Iteration 23Q: 3 clusters Score -22727.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22732.427734 Penalty: 2005.802612
	Iteration 24Q: 3 clusters Score -22732.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22745.074219 Penalty: 2005.802612
	Iteration 25Q: 3 clusters Score -22745.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22746.244141 Penalty: 2005.802612
	Iteration 26Q: 3 clusters Score -22746.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22747.751953 Penalty: 2005.802612
	Iteration 27Q: 3 clusters Score -22747.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22747.751953 Penalty: 2005.802612
	Iteration 28F: 3 clusters Score -22747.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Entering Unmasked Estep 
Score: -779681.562500 Penalty: 1541.536743
	Iteration 0F: 2 clusters Score -779681.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -770518.562500 Penalty: 3083.073486
	Iteration 0F: 3 clusters Score -770518.6 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -774185.187500 Penalty: 3083.073486
	Iteration 1F: 3 clusters Score -774185.2 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -775370.125000 Penalty: 3083.073486
	Iteration 2F: 3 clusters Score -775370.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -776437.250000 Penalty: 3083.073486
	Iteration 3F: 3 clusters Score -776437.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -777135.312500 Penalty: 3083.073486
	Iteration 4F: 3 clusters Score -777135.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -777601.875000 Penalty: 3083.073486
	Iteration 5F: 3 clusters Score -777601.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -777913.000000 Penalty: 3083.073486
	Iteration 6Q: 3 clusters Score -777913 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -778188.625000 Penalty: 3083.073486
	Iteration 7Q: 3 clusters Score -778188.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -778413.312500 Penalty: 3083.073486
	Iteration 8Q: 3 clusters Score -778413.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -778649.062500 Penalty: 3083.073486
	Iteration 9Q: 3 clusters Score -778649.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -778877.062500 Penalty: 3083.073486
	Iteration 10Q: 3 clusters Score -778877.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -779077.750000 Penalty: 3083.073486
	Iteration 11Q: 3 clusters Score -779077.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -779204.062500 Penalty: 3083.073486
	Iteration 12Q: 3 clusters Score -779204.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -779271.000000 Penalty: 3083.073486
	Iteration 13Q: 3 clusters Score -779271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -779311.562500 Penalty: 3083.073486
	Iteration 14Q: 3 clusters Score -779311.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -779344.000000 Penalty: 3083.073486
	Iteration 15Q: 3 clusters Score -779344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -779367.062500 Penalty: 3083.073486
	Iteration 16Q: 3 clusters Score -779367.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -779388.375000 Penalty: 3083.073486
	Iteration 17Q: 3 clusters Score -779388.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -779408.062500 Penalty: 3083.073486
	Iteration 18Q: 3 clusters Score -779408.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -779425.312500 Penalty: 3083.073486
	Iteration 19Q: 3 clusters Score -779425.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -779441.000000 Penalty: 3083.073486
	Iteration 20F: 3 clusters Score -779441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -779453.687500 Penalty: 3083.073486
	Iteration 21Q: 3 clusters Score -779453.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -779472.625000 Penalty: 3083.073486
	Iteration 22Q: 3 clusters Score -779472.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -779495.812500 Penalty: 3083.073486
	Iteration 23Q: 3 clusters Score -779495.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -779521.875000 Penalty: 3083.073486
	Iteration 24Q: 3 clusters Score -779521.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -779550.687500 Penalty: 3083.073486
	Iteration 25Q: 3 clusters Score -779550.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -779577.000000 Penalty: 3083.073486
	Iteration 26Q: 3 clusters Score -779577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -779601.937500 Penalty: 3083.073486
	Iteration 27Q: 3 clusters Score -779601.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -779620.250000 Penalty: 3083.073486
	Iteration 28Q: 3 clusters Score -779620.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -779635.812500 Penalty: 3083.073486
	Iteration 29Q: 3 clusters Score -779635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -779645.187500 Penalty: 3083.073486
	Iteration 30Q: 3 clusters Score -779645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -779652.562500 Penalty: 3083.073486
	Iteration 31Q: 3 clusters Score -779652.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -779660.562500 Penalty: 3083.073486
	Iteration 32Q: 3 clusters Score -779660.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -779670.687500 Penalty: 3083.073486
	Iteration 33Q: 3 clusters Score -779670.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -779679.687500 Penalty: 3083.073486
	Iteration 34Q: 3 clusters Score -779679.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -779686.875000 Penalty: 3083.073486
	Iteration 35Q: 3 clusters Score -779686.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -779692.687500 Penalty: 3083.073486
	Iteration 36Q: 3 clusters Score -779692.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -779693.687500 Penalty: 3083.073486
	Iteration 37Q: 3 clusters Score -779693.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -779700.250000 Penalty: 3083.073486
	Iteration 38Q: 3 clusters Score -779700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -779702.187500 Penalty: 3083.073486
	Iteration 39Q: 3 clusters Score -779702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -779701.812500 Penalty: 3083.073486
	Iteration 40F: 3 clusters Score -779701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -779702.375000 Penalty: 3083.073486
	Iteration 41Q: 3 clusters Score -779702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -779702.875000 Penalty: 3083.073486
	Iteration 42Q: 3 clusters Score -779702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -779702.875000 Penalty: 3083.073486
	Iteration 43F: 3 clusters Score -779702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 12148 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 6171 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 1031 members 
Entering Unmasked Estep 
Score: -12704420.000000 Penalty: 76339.515625
Splitting cluster 6 changes total score from -12704867.000000 to -12704420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -165681.140625 Penalty: 1297.142578
	Iteration 0F: 2 clusters Score -165681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -162969.750000 Penalty: 2594.285156
	Iteration 0F: 3 clusters Score -162969.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -163694.109375 Penalty: 2594.285156
	Iteration 1F: 3 clusters Score -163694.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -163911.406250 Penalty: 2594.285156
	Iteration 2F: 3 clusters Score -163911.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -164087.343750 Penalty: 2594.285156
	Iteration 3F: 3 clusters Score -164087.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -164207.609375 Penalty: 2594.285156
	Iteration 4F: 3 clusters Score -164207.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -164305.781250 Penalty: 2594.285156
	Iteration 5Q: 3 clusters Score -164305.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -164391.906250 Penalty: 2594.285156
	Iteration 6Q: 3 clusters Score -164391.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -164470.312500 Penalty: 2594.285156
	Iteration 7Q: 3 clusters Score -164470.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -164546.937500 Penalty: 2594.285156
	Iteration 8Q: 3 clusters Score -164546.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -164619.375000 Penalty: 2594.285156
	Iteration 9Q: 3 clusters Score -164619.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -164675.906250 Penalty: 2594.285156
	Iteration 10Q: 3 clusters Score -164675.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -164737.875000 Penalty: 2594.285156
	Iteration 11Q: 3 clusters Score -164737.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -164781.515625 Penalty: 2594.285156
	Iteration 12Q: 3 clusters Score -164781.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -164803.187500 Penalty: 2594.285156
	Iteration 13Q: 3 clusters Score -164803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -164818.140625 Penalty: 2594.285156
	Iteration 14Q: 3 clusters Score -164818.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -164835.875000 Penalty: 2594.285156
	Iteration 15Q: 3 clusters Score -164835.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -164849.234375 Penalty: 2594.285156
	Iteration 16Q: 3 clusters Score -164849.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -164855.625000 Penalty: 2594.285156
	Iteration 17Q: 3 clusters Score -164855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -164858.968750 Penalty: 2594.285156
	Iteration 18Q: 3 clusters Score -164859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -164861.125000 Penalty: 2594.285156
	Iteration 19Q: 3 clusters Score -164861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -164863.000000 Penalty: 2594.285156
	Iteration 20F: 3 clusters Score -164863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -164865.828125 Penalty: 2594.285156
	Iteration 21Q: 3 clusters Score -164865.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -164876.312500 Penalty: 2594.285156
	Iteration 22Q: 3 clusters Score -164876.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -164888.968750 Penalty: 2594.285156
	Iteration 23Q: 3 clusters Score -164889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -164901.406250 Penalty: 2594.285156
	Iteration 24Q: 3 clusters Score -164901.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -164908.125000 Penalty: 2594.285156
	Iteration 25Q: 3 clusters Score -164908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -164911.125000 Penalty: 2594.285156
	Iteration 26Q: 3 clusters Score -164911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -164917.562500 Penalty: 2594.285156
	Iteration 27Q: 3 clusters Score -164917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -164927.062500 Penalty: 2594.285156
	Iteration 28Q: 3 clusters Score -164927.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -164938.328125 Penalty: 2594.285156
	Iteration 29Q: 3 clusters Score -164938.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -164948.750000 Penalty: 2594.285156
	Iteration 30Q: 3 clusters Score -164948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -164953.984375 Penalty: 2594.285156
	Iteration 31Q: 3 clusters Score -164954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -164956.906250 Penalty: 2594.285156
	Iteration 32Q: 3 clusters Score -164956.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -164961.046875 Penalty: 2594.285156
	Iteration 33Q: 3 clusters Score -164961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -164962.859375 Penalty: 2594.285156
	Iteration 34Q: 3 clusters Score -164962.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -164965.796875 Penalty: 2594.285156
	Iteration 35Q: 3 clusters Score -164965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -164971.375000 Penalty: 2594.285156
	Iteration 36Q: 3 clusters Score -164971.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -164977.156250 Penalty: 2594.285156
	Iteration 37Q: 3 clusters Score -164977.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -164980.703125 Penalty: 2594.285156
	Iteration 38Q: 3 clusters Score -164980.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -164982.765625 Penalty: 2594.285156
	Iteration 39Q: 3 clusters Score -164982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -164984.281250 Penalty: 2594.285156
	Iteration 40F: 3 clusters Score -164984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -164986.390625 Penalty: 2594.285156
	Iteration 41Q: 3 clusters Score -164986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -164988.593750 Penalty: 2594.285156
	Iteration 42Q: 3 clusters Score -164988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -164991.406250 Penalty: 2594.285156
	Iteration 43Q: 3 clusters Score -164991.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -164995.265625 Penalty: 2594.285156
	Iteration 44Q: 3 clusters Score -164995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -165000.890625 Penalty: 2594.285156
	Iteration 45Q: 3 clusters Score -165000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -165004.000000 Penalty: 2594.285156
	Iteration 46Q: 3 clusters Score -165004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -165007.031250 Penalty: 2594.285156
	Iteration 47Q: 3 clusters Score -165007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -165010.109375 Penalty: 2594.285156
	Iteration 48Q: 3 clusters Score -165010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -165011.140625 Penalty: 2594.285156
	Iteration 49Q: 3 clusters Score -165011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -165011.250000 Penalty: 2594.285156
	Iteration 50Q: 3 clusters Score -165011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -165011.437500 Penalty: 2594.285156
	Iteration 51Q: 3 clusters Score -165011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -165011.390625 Penalty: 2594.285156
	Iteration 52Q: 3 clusters Score -165011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -165011.390625 Penalty: 2594.285156
	Iteration 53F: 3 clusters Score -165011.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Entering Unmasked Estep 
Score: -654474.750000 Penalty: 1515.863403
	Iteration 0F: 2 clusters Score -654474.8 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 5558 members 
Entering Unmasked Estep 
Score: -646557.875000 Penalty: 3031.726807
	Iteration 0F: 3 clusters Score -646557.9 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -649145.062500 Penalty: 3031.726807
	Iteration 1F: 3 clusters Score -649145.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -649516.937500 Penalty: 3031.726807
	Iteration 2F: 3 clusters Score -649516.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -650003.375000 Penalty: 3031.726807
	Iteration 3F: 3 clusters Score -650003.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -650594.875000 Penalty: 3031.726807
	Iteration 4F: 3 clusters Score -650594.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -651228.125000 Penalty: 3031.726807
	Iteration 5F: 3 clusters Score -651228.1 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -651839.125000 Penalty: 3031.726807
	Iteration 6F: 3 clusters Score -651839.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -652294.812500 Penalty: 3031.726807
	Iteration 7F: 3 clusters Score -652294.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -652618.625000 Penalty: 3031.726807
	Iteration 8Q: 3 clusters Score -652618.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -652841.000000 Penalty: 3031.726807
	Iteration 9Q: 3 clusters Score -652841 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -652965.250000 Penalty: 3031.726807
	Iteration 10Q: 3 clusters Score -652965.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -653038.687500 Penalty: 3031.726807
	Iteration 11Q: 3 clusters Score -653038.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -653081.500000 Penalty: 3031.726807
	Iteration 12Q: 3 clusters Score -653081.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -653114.500000 Penalty: 3031.726807
	Iteration 13Q: 3 clusters Score -653114.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -653144.625000 Penalty: 3031.726807
	Iteration 14Q: 3 clusters Score -653144.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -653164.375000 Penalty: 3031.726807
	Iteration 15Q: 3 clusters Score -653164.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -653181.750000 Penalty: 3031.726807
	Iteration 16Q: 3 clusters Score -653181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -653188.437500 Penalty: 3031.726807
	Iteration 17Q: 3 clusters Score -653188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -653195.625000 Penalty: 3031.726807
	Iteration 18Q: 3 clusters Score -653195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -653202.312500 Penalty: 3031.726807
	Iteration 19Q: 3 clusters Score -653202.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -653207.125000 Penalty: 3031.726807
	Iteration 20F: 3 clusters Score -653207.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -653211.250000 Penalty: 3031.726807
	Iteration 21Q: 3 clusters Score -653211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -653214.750000 Penalty: 3031.726807
	Iteration 22Q: 3 clusters Score -653214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -653215.937500 Penalty: 3031.726807
	Iteration 23Q: 3 clusters Score -653215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -653217.000000 Penalty: 3031.726807
	Iteration 24Q: 3 clusters Score -653217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -653217.812500 Penalty: 3031.726807
	Iteration 25Q: 3 clusters Score -653217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -653219.812500 Penalty: 3031.726807
	Iteration 26Q: 3 clusters Score -653219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -653223.000000 Penalty: 3031.726807
	Iteration 27Q: 3 clusters Score -653223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -653224.625000 Penalty: 3031.726807
	Iteration 28Q: 3 clusters Score -653224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -653225.187500 Penalty: 3031.726807
	Iteration 29Q: 3 clusters Score -653225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -653227.625000 Penalty: 3031.726807
	Iteration 30Q: 3 clusters Score -653227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -653226.625000 Penalty: 3031.726807
	Iteration 31Q: 3 clusters Score -653226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -653228.500000 Penalty: 3031.726807
	Iteration 32Q: 3 clusters Score -653228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -653230.312500 Penalty: 3031.726807
	Iteration 33Q: 3 clusters Score -653230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -653231.125000 Penalty: 3031.726807
	Iteration 34Q: 3 clusters Score -653231.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -653232.937500 Penalty: 3031.726807
	Iteration 35Q: 3 clusters Score -653232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -653234.687500 Penalty: 3031.726807
	Iteration 36Q: 3 clusters Score -653234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -653236.437500 Penalty: 3031.726807
	Iteration 37Q: 3 clusters Score -653236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -653236.000000 Penalty: 3031.726807
	Iteration 38Q: 3 clusters Score -653236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -653236.000000 Penalty: 3031.726807
	Iteration 39F: 3 clusters Score -653236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -363564.687500 Penalty: 1423.548096
	Iteration 0F: 2 clusters Score -363564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -358736.812500 Penalty: 2847.096191
	Iteration 0F: 3 clusters Score -358736.8 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -360195.968750 Penalty: 2847.096191
	Iteration 1F: 3 clusters Score -360196 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -360365.406250 Penalty: 2847.096191
	Iteration 2F: 3 clusters Score -360365.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -360488.625000 Penalty: 2847.096191
	Iteration 3Q: 3 clusters Score -360488.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -360612.187500 Penalty: 2847.096191
	Iteration 4Q: 3 clusters Score -360612.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -360706.187500 Penalty: 2847.096191
	Iteration 5Q: 3 clusters Score -360706.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -360772.218750 Penalty: 2847.096191
	Iteration 6Q: 3 clusters Score -360772.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -360830.625000 Penalty: 2847.096191
	Iteration 7Q: 3 clusters Score -360830.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -360880.062500 Penalty: 2847.096191
	Iteration 8Q: 3 clusters Score -360880.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -360933.312500 Penalty: 2847.096191
	Iteration 9Q: 3 clusters Score -360933.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -360981.812500 Penalty: 2847.096191
	Iteration 10Q: 3 clusters Score -360981.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -361027.562500 Penalty: 2847.096191
	Iteration 11Q: 3 clusters Score -361027.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -361089.437500 Penalty: 2847.096191
	Iteration 12Q: 3 clusters Score -361089.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -361168.687500 Penalty: 2847.096191
	Iteration 13Q: 3 clusters Score -361168.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -361249.437500 Penalty: 2847.096191
	Iteration 14Q: 3 clusters Score -361249.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -361331.750000 Penalty: 2847.096191
	Iteration 15Q: 3 clusters Score -361331.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361420.750000 Penalty: 2847.096191
	Iteration 16Q: 3 clusters Score -361420.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -361505.531250 Penalty: 2847.096191
	Iteration 17Q: 3 clusters Score -361505.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -361599.562500 Penalty: 2847.096191
	Iteration 18Q: 3 clusters Score -361599.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -361678.062500 Penalty: 2847.096191
	Iteration 19Q: 3 clusters Score -361678.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -361739.687500 Penalty: 2847.096191
	Iteration 20F: 3 clusters Score -361739.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -361804.000000 Penalty: 2847.096191
	Iteration 21Q: 3 clusters Score -361804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -361853.062500 Penalty: 2847.096191
	Iteration 22Q: 3 clusters Score -361853.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -361900.468750 Penalty: 2847.096191
	Iteration 23Q: 3 clusters Score -361900.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -361948.843750 Penalty: 2847.096191
	Iteration 24Q: 3 clusters Score -361948.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -361982.031250 Penalty: 2847.096191
	Iteration 25Q: 3 clusters Score -361982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -362012.718750 Penalty: 2847.096191
	Iteration 26Q: 3 clusters Score -362012.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -362034.906250 Penalty: 2847.096191
	Iteration 27Q: 3 clusters Score -362034.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -362053.250000 Penalty: 2847.096191
	Iteration 28Q: 3 clusters Score -362053.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -362083.343750 Penalty: 2847.096191
	Iteration 29Q: 3 clusters Score -362083.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -362108.500000 Penalty: 2847.096191
	Iteration 30Q: 3 clusters Score -362108.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -362123.031250 Penalty: 2847.096191
	Iteration 31Q: 3 clusters Score -362123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -362139.500000 Penalty: 2847.096191
	Iteration 32Q: 3 clusters Score -362139.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -362154.718750 Penalty: 2847.096191
	Iteration 33Q: 3 clusters Score -362154.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -362174.687500 Penalty: 2847.096191
	Iteration 34Q: 3 clusters Score -362174.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -362192.625000 Penalty: 2847.096191
	Iteration 35Q: 3 clusters Score -362192.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -362201.187500 Penalty: 2847.096191
	Iteration 36Q: 3 clusters Score -362201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -362212.750000 Penalty: 2847.096191
	Iteration 37Q: 3 clusters Score -362212.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -362225.250000 Penalty: 2847.096191
	Iteration 38Q: 3 clusters Score -362225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -362237.562500 Penalty: 2847.096191
	Iteration 39Q: 3 clusters Score -362237.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -362246.531250 Penalty: 2847.096191
	Iteration 40F: 3 clusters Score -362246.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -362262.625000 Penalty: 2847.096191
	Iteration 41Q: 3 clusters Score -362262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -362270.718750 Penalty: 2847.096191
	Iteration 42Q: 3 clusters Score -362270.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -362275.281250 Penalty: 2847.096191
	Iteration 43Q: 3 clusters Score -362275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -362278.468750 Penalty: 2847.096191
	Iteration 44Q: 3 clusters Score -362278.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -362280.906250 Penalty: 2847.096191
	Iteration 45Q: 3 clusters Score -362280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -362284.812500 Penalty: 2847.096191
	Iteration 46Q: 3 clusters Score -362284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -362290.781250 Penalty: 2847.096191
	Iteration 47Q: 3 clusters Score -362290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -362297.375000 Penalty: 2847.096191
	Iteration 48Q: 3 clusters Score -362297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -362300.281250 Penalty: 2847.096191
	Iteration 49Q: 3 clusters Score -362300.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -362303.625000 Penalty: 2847.096191
	Iteration 50Q: 3 clusters Score -362303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -362304.375000 Penalty: 2847.096191
	Iteration 51Q: 3 clusters Score -362304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -362307.781250 Penalty: 2847.096191
	Iteration 52Q: 3 clusters Score -362307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -362307.718750 Penalty: 2847.096191
	Iteration 53Q: 3 clusters Score -362307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -362308.406250 Penalty: 2847.096191
	Iteration 54Q: 3 clusters Score -362308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -362308.406250 Penalty: 2847.096191
	Iteration 55F: 3 clusters Score -362308.4 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: -192305.625000 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -192305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -189421.718750 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -189421.7 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -190207.609375 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -190207.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -190389.984375 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -190390 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -190539.296875 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -190539.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -190655.375000 Penalty: 2632.453857
	Iteration 4F: 3 clusters Score -190655.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -190764.281250 Penalty: 2632.453857
	Iteration 5Q: 3 clusters Score -190764.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -190890.375000 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -190890.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -191018.765625 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -191018.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -191119.750000 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -191119.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -191184.093750 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -191184.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -191229.656250 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -191229.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -191255.546875 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -191255.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -191275.937500 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -191275.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -191288.109375 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -191288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -191298.187500 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -191298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -191309.234375 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -191309.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -191318.187500 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -191318.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -191329.703125 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -191329.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -191337.796875 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -191337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -191349.578125 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -191349.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -191358.468750 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -191358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -191361.421875 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -191361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191362.640625 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -191362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191364.890625 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -191364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191366.937500 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -191366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -191368.546875 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -191368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191370.453125 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -191370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -191371.421875 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -191371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -191372.078125 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -191372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -191372.546875 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -191372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191373.093750 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -191373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -191373.390625 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -191373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191373.421875 Penalty: 2632.453857
	Iteration 32Q: 3 clusters Score -191373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -191373.421875 Penalty: 2632.453857
	Iteration 33F: 3 clusters Score -191373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -339815.531250 Penalty: 1418.237671
	Iteration 0F: 2 clusters Score -339815.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -335077.687500 Penalty: 2836.475342
	Iteration 0F: 3 clusters Score -335077.7 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -336816.437500 Penalty: 2836.475342
	Iteration 1F: 3 clusters Score -336816.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -337433.125000 Penalty: 2836.475342
	Iteration 2F: 3 clusters Score -337433.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -338173.937500 Penalty: 2836.475342
	Iteration 3F: 3 clusters Score -338173.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -338937.375000 Penalty: 2836.475342
	Iteration 4F: 3 clusters Score -338937.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -339555.281250 Penalty: 2836.475342
	Iteration 5F: 3 clusters Score -339555.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -340012.125000 Penalty: 2836.475342
	Iteration 6F: 3 clusters Score -340012.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -340237.937500 Penalty: 2836.475342
	Iteration 7Q: 3 clusters Score -340237.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -340331.187500 Penalty: 2836.475342
	Iteration 8Q: 3 clusters Score -340331.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -340372.593750 Penalty: 2836.475342
	Iteration 9Q: 3 clusters Score -340372.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -340401.281250 Penalty: 2836.475342
	Iteration 10Q: 3 clusters Score -340401.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -340418.093750 Penalty: 2836.475342
	Iteration 11Q: 3 clusters Score -340418.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -340429.750000 Penalty: 2836.475342
	Iteration 12Q: 3 clusters Score -340429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -340438.218750 Penalty: 2836.475342
	Iteration 13Q: 3 clusters Score -340438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -340446.031250 Penalty: 2836.475342
	Iteration 14Q: 3 clusters Score -340446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -340456.937500 Penalty: 2836.475342
	Iteration 15Q: 3 clusters Score -340456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -340465.156250 Penalty: 2836.475342
	Iteration 16Q: 3 clusters Score -340465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -340468.250000 Penalty: 2836.475342
	Iteration 17Q: 3 clusters Score -340468.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -340471.281250 Penalty: 2836.475342
	Iteration 18Q: 3 clusters Score -340471.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -340473.187500 Penalty: 2836.475342
	Iteration 19Q: 3 clusters Score -340473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -340472.906250 Penalty: 2836.475342
	Iteration 20F: 3 clusters Score -340472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -340474.343750 Penalty: 2836.475342
	Iteration 21Q: 3 clusters Score -340474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -340474.281250 Penalty: 2836.475342
	Iteration 22Q: 3 clusters Score -340474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -340475.437500 Penalty: 2836.475342
	Iteration 23Q: 3 clusters Score -340475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -340475.906250 Penalty: 2836.475342
	Iteration 24Q: 3 clusters Score -340475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -340476.312500 Penalty: 2836.475342
	Iteration 25Q: 3 clusters Score -340476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -340477.531250 Penalty: 2836.475342
	Iteration 26Q: 3 clusters Score -340477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -340479.187500 Penalty: 2836.475342
	Iteration 27Q: 3 clusters Score -340479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -340479.937500 Penalty: 2836.475342
	Iteration 28Q: 3 clusters Score -340479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -340479.468750 Penalty: 2836.475342
	Iteration 29Q: 3 clusters Score -340479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -340479.281250 Penalty: 2836.475342
	Iteration 30Q: 3 clusters Score -340479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -340480.687500 Penalty: 2836.475342
	Iteration 31Q: 3 clusters Score -340480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -340481.093750 Penalty: 2836.475342
	Iteration 32Q: 3 clusters Score -340481.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -340482.375000 Penalty: 2836.475342
	Iteration 33Q: 3 clusters Score -340482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -340482.375000 Penalty: 2836.475342
	Iteration 34F: 3 clusters Score -340482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Entering Unmasked Estep 
Score: -12704919.000000 Penalty: 76339.515625
Splitting cluster 11 changes total score from -12704867.000000 to -12704919.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -62546.363281 Penalty: 1149.681519
	Iteration 0F: 2 clusters Score -62546.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61019.066406 Penalty: 2299.363037
	Iteration 0F: 3 clusters Score -61019.07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61354.457031 Penalty: 2299.363037
	Iteration 1F: 3 clusters Score -61354.46 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -61477.792969 Penalty: 2299.363037
	Iteration 2F: 3 clusters Score -61477.79 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -61609.464844 Penalty: 2299.363037
	Iteration 3F: 3 clusters Score -61609.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61691.460938 Penalty: 2299.363037
	Iteration 4F: 3 clusters Score -61691.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61735.718750 Penalty: 2299.363037
	Iteration 5Q: 3 clusters Score -61735.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61766.492188 Penalty: 2299.363037
	Iteration 6Q: 3 clusters Score -61766.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -61787.144531 Penalty: 2299.363037
	Iteration 7Q: 3 clusters Score -61787.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61804.804688 Penalty: 2299.363037
	Iteration 8Q: 3 clusters Score -61804.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -61840.695312 Penalty: 2299.363037
	Iteration 9Q: 3 clusters Score -61840.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -61879.820312 Penalty: 2299.363037
	Iteration 10Q: 3 clusters Score -61879.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -61914.507812 Penalty: 2299.363037
	Iteration 11Q: 3 clusters Score -61914.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61946.832031 Penalty: 2299.363037
	Iteration 12Q: 3 clusters Score -61946.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61978.222656 Penalty: 2299.363037
	Iteration 13Q: 3 clusters Score -61978.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -61996.152344 Penalty: 2299.363037
	Iteration 14Q: 3 clusters Score -61996.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62015.218750 Penalty: 2299.363037
	Iteration 15Q: 3 clusters Score -62015.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -62029.335938 Penalty: 2299.363037
	Iteration 16Q: 3 clusters Score -62029.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -62039.687500 Penalty: 2299.363037
	Iteration 17Q: 3 clusters Score -62039.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -62048.636719 Penalty: 2299.363037
	Iteration 18Q: 3 clusters Score -62048.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62057.957031 Penalty: 2299.363037
	Iteration 19Q: 3 clusters Score -62057.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62079.519531 Penalty: 2299.363037
	Iteration 20F: 3 clusters Score -62079.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62094.312500 Penalty: 2299.363037
	Iteration 21Q: 3 clusters Score -62094.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62102.335938 Penalty: 2299.363037
	Iteration 22Q: 3 clusters Score -62102.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -62119.328125 Penalty: 2299.363037
	Iteration 23Q: 3 clusters Score -62119.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -62124.859375 Penalty: 2299.363037
	Iteration 24Q: 3 clusters Score -62124.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62129.699219 Penalty: 2299.363037
	Iteration 25Q: 3 clusters Score -62129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -62134.410156 Penalty: 2299.363037
	Iteration 26Q: 3 clusters Score -62134.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62137.250000 Penalty: 2299.363037
	Iteration 27Q: 3 clusters Score -62137.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62137.250000 Penalty: 2299.363037
	Iteration 28F: 3 clusters Score -62137.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -26603.728516 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -26603.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25477.408203 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -25477.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25677.621094 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -25677.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25813.482422 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -25813.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -25970.212891 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -25970.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -26230.705078 Penalty: 2053.078613
	Iteration 4F: 3 clusters Score -26230.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -26574.498047 Penalty: 2053.078613
	Iteration 5F: 3 clusters Score -26574.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26815.736328 Penalty: 2053.078613
	Iteration 6F: 3 clusters Score -26815.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26951.214844 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -26951.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27010.648438 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -27010.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27063.626953 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -27063.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27154.859375 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -27154.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27154.859375 Penalty: 2053.078613
	Iteration 11F: 3 clusters Score -27154.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 297 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 257 members 
Entering Unmasked Estep 
Score: -12704480.000000 Penalty: 78348.453125
Splitting cluster 13 changes total score from -12704867.000000 to -12704480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Entering Unmasked Estep 
Score: -590145.000000 Penalty: 1490.520020
	Iteration 0F: 2 clusters Score -590145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -583259.187500 Penalty: 2981.040039
	Iteration 0F: 3 clusters Score -583259.2 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -585424.500000 Penalty: 2981.040039
	Iteration 1F: 3 clusters Score -585424.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -585644.625000 Penalty: 2981.040039
	Iteration 2F: 3 clusters Score -585644.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -585826.750000 Penalty: 2981.040039
	Iteration 3Q: 3 clusters Score -585826.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -585978.000000 Penalty: 2981.040039
	Iteration 4Q: 3 clusters Score -585978 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -586123.687500 Penalty: 2981.040039
	Iteration 5Q: 3 clusters Score -586123.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -586269.062500 Penalty: 2981.040039
	Iteration 6Q: 3 clusters Score -586269.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -586431.500000 Penalty: 2981.040039
	Iteration 7Q: 3 clusters Score -586431.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -586650.562500 Penalty: 2981.040039
	Iteration 8Q: 3 clusters Score -586650.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -586901.875000 Penalty: 2981.040039
	Iteration 9Q: 3 clusters Score -586901.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -587183.125000 Penalty: 2981.040039
	Iteration 10Q: 3 clusters Score -587183.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -587453.250000 Penalty: 2981.040039
	Iteration 11Q: 3 clusters Score -587453.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -587743.750000 Penalty: 2981.040039
	Iteration 12Q: 3 clusters Score -587743.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -587997.500000 Penalty: 2981.040039
	Iteration 13Q: 3 clusters Score -587997.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -588222.937500 Penalty: 2981.040039
	Iteration 14Q: 3 clusters Score -588222.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -588398.750000 Penalty: 2981.040039
	Iteration 15Q: 3 clusters Score -588398.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -588539.812500 Penalty: 2981.040039
	Iteration 16Q: 3 clusters Score -588539.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -588641.000000 Penalty: 2981.040039
	Iteration 17Q: 3 clusters Score -588641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -588691.875000 Penalty: 2981.040039
	Iteration 18Q: 3 clusters Score -588691.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -588716.625000 Penalty: 2981.040039
	Iteration 19Q: 3 clusters Score -588716.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -588738.625000 Penalty: 2981.040039
	Iteration 20F: 3 clusters Score -588738.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -588761.937500 Penalty: 2981.040039
	Iteration 21Q: 3 clusters Score -588761.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -588779.750000 Penalty: 2981.040039
	Iteration 22Q: 3 clusters Score -588779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -588794.875000 Penalty: 2981.040039
	Iteration 23Q: 3 clusters Score -588794.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -588808.812500 Penalty: 2981.040039
	Iteration 24Q: 3 clusters Score -588808.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -588819.937500 Penalty: 2981.040039
	Iteration 25Q: 3 clusters Score -588819.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -588831.125000 Penalty: 2981.040039
	Iteration 26Q: 3 clusters Score -588831.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -588844.125000 Penalty: 2981.040039
	Iteration 27Q: 3 clusters Score -588844.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -588853.187500 Penalty: 2981.040039
	Iteration 28Q: 3 clusters Score -588853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -588861.625000 Penalty: 2981.040039
	Iteration 29Q: 3 clusters Score -588861.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -588865.625000 Penalty: 2981.040039
	Iteration 30Q: 3 clusters Score -588865.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -588868.500000 Penalty: 2981.040039
	Iteration 31Q: 3 clusters Score -588868.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -588872.687500 Penalty: 2981.040039
	Iteration 32Q: 3 clusters Score -588872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -588879.187500 Penalty: 2981.040039
	Iteration 33Q: 3 clusters Score -588879.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -588887.000000 Penalty: 2981.040039
	Iteration 34Q: 3 clusters Score -588887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -588892.250000 Penalty: 2981.040039
	Iteration 35Q: 3 clusters Score -588892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -588897.750000 Penalty: 2981.040039
	Iteration 36Q: 3 clusters Score -588897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -588900.125000 Penalty: 2981.040039
	Iteration 37Q: 3 clusters Score -588900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -588903.375000 Penalty: 2981.040039
	Iteration 38Q: 3 clusters Score -588903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -588908.750000 Penalty: 2981.040039
	Iteration 39Q: 3 clusters Score -588908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -588917.500000 Penalty: 2981.040039
	Iteration 40F: 3 clusters Score -588917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -588921.375000 Penalty: 2981.040039
	Iteration 41Q: 3 clusters Score -588921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -588925.687500 Penalty: 2981.040039
	Iteration 42Q: 3 clusters Score -588925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -588927.687500 Penalty: 2981.040039
	Iteration 43Q: 3 clusters Score -588927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -588929.125000 Penalty: 2981.040039
	Iteration 44Q: 3 clusters Score -588929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -588930.125000 Penalty: 2981.040039
	Iteration 45Q: 3 clusters Score -588930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -588930.437500 Penalty: 2981.040039
	Iteration 46Q: 3 clusters Score -588930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -588930.437500 Penalty: 2981.040039
	Iteration 47F: 3 clusters Score -588930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -48681.089844 Penalty: 1152.947876
	Iteration 0F: 2 clusters Score -48681.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -47158.257812 Penalty: 2305.895752
	Iteration 0F: 3 clusters Score -47158.26 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -47656.816406 Penalty: 2305.895752
	Iteration 1F: 3 clusters Score -47656.82 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48168.316406 Penalty: 2305.895752
	Iteration 2F: 3 clusters Score -48168.32 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48703.371094 Penalty: 2305.895752
	Iteration 3F: 3 clusters Score -48703.37 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -49206.164062 Penalty: 2305.895752
	Iteration 4F: 3 clusters Score -49206.16 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -49445.554688 Penalty: 2305.895752
	Iteration 5F: 3 clusters Score -49445.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -49608.746094 Penalty: 2305.895752
	Iteration 6Q: 3 clusters Score -49608.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -49693.597656 Penalty: 2305.895752
	Iteration 7Q: 3 clusters Score -49693.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -49741.984375 Penalty: 2305.895752
	Iteration 8Q: 3 clusters Score -49741.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -49763.289062 Penalty: 2305.895752
	Iteration 9Q: 3 clusters Score -49763.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -49771.949219 Penalty: 2305.895752
	Iteration 10Q: 3 clusters Score -49771.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -49773.542969 Penalty: 2305.895752
	Iteration 11Q: 3 clusters Score -49773.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -49776.816406 Penalty: 2305.895752
	Iteration 12Q: 3 clusters Score -49776.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -49780.152344 Penalty: 2305.895752
	Iteration 13Q: 3 clusters Score -49780.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -49784.277344 Penalty: 2305.895752
	Iteration 14Q: 3 clusters Score -49784.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -49784.277344 Penalty: 2305.895752
	Iteration 15F: 3 clusters Score -49784.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 707 members 
Entering Unmasked Estep 
Score: -12705153.000000 Penalty: 78348.453125
Splitting cluster 15 changes total score from -12704867.000000 to -12705153.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 16 (5708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Entering Unmasked Estep 
Score: -331980.031250 Penalty: 1405.563843
	Iteration 0F: 2 clusters Score -331980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -327530.062500 Penalty: 2811.127686
	Iteration 0F: 3 clusters Score -327530.1 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -328921.000000 Penalty: 2811.127686
	Iteration 1F: 3 clusters Score -328921 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -329245.312500 Penalty: 2811.127686
	Iteration 2F: 3 clusters Score -329245.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -329555.031250 Penalty: 2811.127686
	Iteration 3F: 3 clusters Score -329555 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -329829.281250 Penalty: 2811.127686
	Iteration 4F: 3 clusters Score -329829.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -330071.062500 Penalty: 2811.127686
	Iteration 5F: 3 clusters Score -330071.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330252.812500 Penalty: 2811.127686
	Iteration 6F: 3 clusters Score -330252.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -330407.187500 Penalty: 2811.127686
	Iteration 7Q: 3 clusters Score -330407.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -330527.875000 Penalty: 2811.127686
	Iteration 8Q: 3 clusters Score -330527.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -330619.843750 Penalty: 2811.127686
	Iteration 9Q: 3 clusters Score -330619.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330689.906250 Penalty: 2811.127686
	Iteration 10Q: 3 clusters Score -330689.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -330738.281250 Penalty: 2811.127686
	Iteration 11Q: 3 clusters Score -330738.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -330769.437500 Penalty: 2811.127686
	Iteration 12Q: 3 clusters Score -330769.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -330791.812500 Penalty: 2811.127686
	Iteration 13Q: 3 clusters Score -330791.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -330803.093750 Penalty: 2811.127686
	Iteration 14Q: 3 clusters Score -330803.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -330810.718750 Penalty: 2811.127686
	Iteration 15Q: 3 clusters Score -330810.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -330814.343750 Penalty: 2811.127686
	Iteration 16Q: 3 clusters Score -330814.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -330819.656250 Penalty: 2811.127686
	Iteration 17Q: 3 clusters Score -330819.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -330826.531250 Penalty: 2811.127686
	Iteration 18Q: 3 clusters Score -330826.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -330830.031250 Penalty: 2811.127686
	Iteration 19Q: 3 clusters Score -330830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -330833.812500 Penalty: 2811.127686
	Iteration 20F: 3 clusters Score -330833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -330837.687500 Penalty: 2811.127686
	Iteration 21Q: 3 clusters Score -330837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -330838.156250 Penalty: 2811.127686
	Iteration 22Q: 3 clusters Score -330838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -330838.968750 Penalty: 2811.127686
	Iteration 23Q: 3 clusters Score -330839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -330838.343750 Penalty: 2811.127686
	Iteration 24Q: 3 clusters Score -330838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -330839.281250 Penalty: 2811.127686
	Iteration 25Q: 3 clusters Score -330839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330840.281250 Penalty: 2811.127686
	Iteration 26Q: 3 clusters Score -330840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -330841.593750 Penalty: 2811.127686
	Iteration 27Q: 3 clusters Score -330841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -330841.343750 Penalty: 2811.127686
	Iteration 28Q: 3 clusters Score -330841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -330842.250000 Penalty: 2811.127686
	Iteration 29Q: 3 clusters Score -330842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -330842.437500 Penalty: 2811.127686
	Iteration 30Q: 3 clusters Score -330842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -330843.750000 Penalty: 2811.127686
	Iteration 31Q: 3 clusters Score -330843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -330844.156250 Penalty: 2811.127686
	Iteration 32Q: 3 clusters Score -330844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -330845.718750 Penalty: 2811.127686
	Iteration 33Q: 3 clusters Score -330845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -330847.062500 Penalty: 2811.127686
	Iteration 34Q: 3 clusters Score -330847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -330847.812500 Penalty: 2811.127686
	Iteration 35Q: 3 clusters Score -330847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330848.906250 Penalty: 2811.127686
	Iteration 36Q: 3 clusters Score -330848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -330848.906250 Penalty: 2811.127686
	Iteration 37F: 3 clusters Score -330848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -512083.187500 Penalty: 1478.381348
	Iteration 0F: 2 clusters Score -512083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -505598.218750 Penalty: 2956.762695
	Iteration 0F: 3 clusters Score -505598.2 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -507784.875000 Penalty: 2956.762695
	Iteration 1F: 3 clusters Score -507784.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -508246.593750 Penalty: 2956.762695
	Iteration 2F: 3 clusters Score -508246.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -508646.437500 Penalty: 2956.762695
	Iteration 3F: 3 clusters Score -508646.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -508977.906250 Penalty: 2956.762695
	Iteration 4F: 3 clusters Score -508977.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -509231.875000 Penalty: 2956.762695
	Iteration 5F: 3 clusters Score -509231.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -509432.968750 Penalty: 2956.762695
	Iteration 6Q: 3 clusters Score -509433 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -509622.968750 Penalty: 2956.762695
	Iteration 7Q: 3 clusters Score -509623 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -509793.093750 Penalty: 2956.762695
	Iteration 8Q: 3 clusters Score -509793.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -509936.156250 Penalty: 2956.762695
	Iteration 9Q: 3 clusters Score -509936.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -510059.093750 Penalty: 2956.762695
	Iteration 10Q: 3 clusters Score -510059.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -510150.406250 Penalty: 2956.762695
	Iteration 11Q: 3 clusters Score -510150.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -510213.625000 Penalty: 2956.762695
	Iteration 12Q: 3 clusters Score -510213.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -510273.593750 Penalty: 2956.762695
	Iteration 13Q: 3 clusters Score -510273.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -510324.375000 Penalty: 2956.762695
	Iteration 14Q: 3 clusters Score -510324.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -510372.781250 Penalty: 2956.762695
	Iteration 15Q: 3 clusters Score -510372.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -510409.250000 Penalty: 2956.762695
	Iteration 16Q: 3 clusters Score -510409.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -510444.000000 Penalty: 2956.762695
	Iteration 17Q: 3 clusters Score -510444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -510477.343750 Penalty: 2956.762695
	Iteration 18Q: 3 clusters Score -510477.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -510499.062500 Penalty: 2956.762695
	Iteration 19Q: 3 clusters Score -510499.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -510523.187500 Penalty: 2956.762695
	Iteration 20F: 3 clusters Score -510523.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -510540.968750 Penalty: 2956.762695
	Iteration 21Q: 3 clusters Score -510541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -510553.562500 Penalty: 2956.762695
	Iteration 22Q: 3 clusters Score -510553.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -510567.375000 Penalty: 2956.762695
	Iteration 23Q: 3 clusters Score -510567.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -510584.031250 Penalty: 2956.762695
	Iteration 24Q: 3 clusters Score -510584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -510594.718750 Penalty: 2956.762695
	Iteration 25Q: 3 clusters Score -510594.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -510603.531250 Penalty: 2956.762695
	Iteration 26Q: 3 clusters Score -510603.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -510619.312500 Penalty: 2956.762695
	Iteration 27Q: 3 clusters Score -510619.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -510631.781250 Penalty: 2956.762695
	Iteration 28Q: 3 clusters Score -510631.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -510645.093750 Penalty: 2956.762695
	Iteration 29Q: 3 clusters Score -510645.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -510657.906250 Penalty: 2956.762695
	Iteration 30Q: 3 clusters Score -510657.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -510671.531250 Penalty: 2956.762695
	Iteration 31Q: 3 clusters Score -510671.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -510682.625000 Penalty: 2956.762695
	Iteration 32Q: 3 clusters Score -510682.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -510693.281250 Penalty: 2956.762695
	Iteration 33Q: 3 clusters Score -510693.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -510699.312500 Penalty: 2956.762695
	Iteration 34Q: 3 clusters Score -510699.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -510705.437500 Penalty: 2956.762695
	Iteration 35Q: 3 clusters Score -510705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -510711.343750 Penalty: 2956.762695
	Iteration 36Q: 3 clusters Score -510711.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -510717.125000 Penalty: 2956.762695
	Iteration 37Q: 3 clusters Score -510717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -510720.593750 Penalty: 2956.762695
	Iteration 38Q: 3 clusters Score -510720.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -510723.156250 Penalty: 2956.762695
	Iteration 39Q: 3 clusters Score -510723.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -510726.062500 Penalty: 2956.762695
	Iteration 40F: 3 clusters Score -510726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -510727.250000 Penalty: 2956.762695
	Iteration 41Q: 3 clusters Score -510727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -510729.093750 Penalty: 2956.762695
	Iteration 42Q: 3 clusters Score -510729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -510730.062500 Penalty: 2956.762695
	Iteration 43Q: 3 clusters Score -510730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -510732.000000 Penalty: 2956.762695
	Iteration 44Q: 3 clusters Score -510732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -510734.187500 Penalty: 2956.762695
	Iteration 45Q: 3 clusters Score -510734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -510737.718750 Penalty: 2956.762695
	Iteration 46Q: 3 clusters Score -510737.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -510738.562500 Penalty: 2956.762695
	Iteration 47Q: 3 clusters Score -510738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -510745.093750 Penalty: 2956.762695
	Iteration 48Q: 3 clusters Score -510745.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -510750.312500 Penalty: 2956.762695
	Iteration 49Q: 3 clusters Score -510750.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -510757.562500 Penalty: 2956.762695
	Iteration 50Q: 3 clusters Score -510757.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -510764.000000 Penalty: 2956.762695
	Iteration 51Q: 3 clusters Score -510764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -510770.031250 Penalty: 2956.762695
	Iteration 52Q: 3 clusters Score -510770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -510777.875000 Penalty: 2956.762695
	Iteration 53Q: 3 clusters Score -510777.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -510782.718750 Penalty: 2956.762695
	Iteration 54Q: 3 clusters Score -510782.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -510787.343750 Penalty: 2956.762695
	Iteration 55Q: 3 clusters Score -510787.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -510793.125000 Penalty: 2956.762695
	Iteration 56Q: 3 clusters Score -510793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -510796.187500 Penalty: 2956.762695
	Iteration 57Q: 3 clusters Score -510796.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -510798.625000 Penalty: 2956.762695
	Iteration 58Q: 3 clusters Score -510798.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -510805.218750 Penalty: 2956.762695
	Iteration 59Q: 3 clusters Score -510805.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -510808.437500 Penalty: 2956.762695
	Iteration 60F: 3 clusters Score -510808.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -510813.218750 Penalty: 2956.762695
	Iteration 61Q: 3 clusters Score -510813.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -510819.500000 Penalty: 2956.762695
	Iteration 62Q: 3 clusters Score -510819.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -510825.625000 Penalty: 2956.762695
	Iteration 63Q: 3 clusters Score -510825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -510831.375000 Penalty: 2956.762695
	Iteration 64Q: 3 clusters Score -510831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -510834.531250 Penalty: 2956.762695
	Iteration 65Q: 3 clusters Score -510834.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -510837.562500 Penalty: 2956.762695
	Iteration 66Q: 3 clusters Score -510837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -510840.937500 Penalty: 2956.762695
	Iteration 67Q: 3 clusters Score -510840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -510843.750000 Penalty: 2956.762695
	Iteration 68Q: 3 clusters Score -510843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -510846.531250 Penalty: 2956.762695
	Iteration 69Q: 3 clusters Score -510846.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -510850.312500 Penalty: 2956.762695
	Iteration 70Q: 3 clusters Score -510850.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -510855.125000 Penalty: 2956.762695
	Iteration 71Q: 3 clusters Score -510855.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -510861.437500 Penalty: 2956.762695
	Iteration 72Q: 3 clusters Score -510861.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -510866.593750 Penalty: 2956.762695
	Iteration 73Q: 3 clusters Score -510866.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -510875.625000 Penalty: 2956.762695
	Iteration 74Q: 3 clusters Score -510875.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -510879.250000 Penalty: 2956.762695
	Iteration 75Q: 3 clusters Score -510879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -510882.875000 Penalty: 2956.762695
	Iteration 76Q: 3 clusters Score -510882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -510883.937500 Penalty: 2956.762695
	Iteration 77Q: 3 clusters Score -510883.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -510886.500000 Penalty: 2956.762695
	Iteration 78Q: 3 clusters Score -510886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -510887.937500 Penalty: 2956.762695
	Iteration 79Q: 3 clusters Score -510887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -510890.375000 Penalty: 2956.762695
	Iteration 80F: 3 clusters Score -510890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -510891.656250 Penalty: 2956.762695
	Iteration 81Q: 3 clusters Score -510891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -510892.468750 Penalty: 2956.762695
	Iteration 82Q: 3 clusters Score -510892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -510894.468750 Penalty: 2956.762695
	Iteration 83Q: 3 clusters Score -510894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -510896.625000 Penalty: 2956.762695
	Iteration 84Q: 3 clusters Score -510896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -510897.531250 Penalty: 2956.762695
	Iteration 85Q: 3 clusters Score -510897.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -510899.312500 Penalty: 2956.762695
	Iteration 86Q: 3 clusters Score -510899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -510899.406250 Penalty: 2956.762695
	Iteration 87Q: 3 clusters Score -510899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -510899.281250 Penalty: 2956.762695
	Iteration 88Q: 3 clusters Score -510899.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -510899.281250 Penalty: 2956.762695
	Iteration 89F: 3 clusters Score -510899.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -223033.796875 Penalty: 1347.457764
	Iteration 0F: 2 clusters Score -223033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -219671.062500 Penalty: 2694.915527
	Iteration 0F: 3 clusters Score -219671.1 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -220632.187500 Penalty: 2694.915527
	Iteration 1F: 3 clusters Score -220632.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -220822.984375 Penalty: 2694.915527
	Iteration 2F: 3 clusters Score -220823 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -220979.500000 Penalty: 2694.915527
	Iteration 3F: 3 clusters Score -220979.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -221148.234375 Penalty: 2694.915527
	Iteration 4F: 3 clusters Score -221148.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -221385.203125 Penalty: 2694.915527
	Iteration 5F: 3 clusters Score -221385.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -221730.234375 Penalty: 2694.915527
	Iteration 6F: 3 clusters Score -221730.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -222048.265625 Penalty: 2694.915527
	Iteration 7F: 3 clusters Score -222048.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -222322.203125 Penalty: 2694.915527
	Iteration 8F: 3 clusters Score -222322.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -222514.437500 Penalty: 2694.915527
	Iteration 9Q: 3 clusters Score -222514.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -222659.406250 Penalty: 2694.915527
	Iteration 10Q: 3 clusters Score -222659.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -222797.640625 Penalty: 2694.915527
	Iteration 11Q: 3 clusters Score -222797.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -222947.781250 Penalty: 2694.915527
	Iteration 12Q: 3 clusters Score -222947.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -223092.093750 Penalty: 2694.915527
	Iteration 13Q: 3 clusters Score -223092.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -223153.578125 Penalty: 2694.915527
	Iteration 14Q: 3 clusters Score -223153.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -223172.906250 Penalty: 2694.915527
	Iteration 15Q: 3 clusters Score -223172.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -223176.671875 Penalty: 2694.915527
	Iteration 16Q: 3 clusters Score -223176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -223181.906250 Penalty: 2694.915527
	Iteration 17Q: 3 clusters Score -223181.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -223184.984375 Penalty: 2694.915527
	Iteration 18Q: 3 clusters Score -223185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -223187.546875 Penalty: 2694.915527
	Iteration 19Q: 3 clusters Score -223187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -223188.890625 Penalty: 2694.915527
	Iteration 20F: 3 clusters Score -223188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -223189.703125 Penalty: 2694.915527
	Iteration 21Q: 3 clusters Score -223189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -223190.968750 Penalty: 2694.915527
	Iteration 22Q: 3 clusters Score -223191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -223191.343750 Penalty: 2694.915527
	Iteration 23Q: 3 clusters Score -223191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -223191.171875 Penalty: 2694.915527
	Iteration 24Q: 3 clusters Score -223191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -223193.421875 Penalty: 2694.915527
	Iteration 25Q: 3 clusters Score -223193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -223194.140625 Penalty: 2694.915527
	Iteration 26Q: 3 clusters Score -223194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -223194.796875 Penalty: 2694.915527
	Iteration 27Q: 3 clusters Score -223194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -223195.125000 Penalty: 2694.915527
	Iteration 28Q: 3 clusters Score -223195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -223195.546875 Penalty: 2694.915527
	Iteration 29Q: 3 clusters Score -223195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -223195.546875 Penalty: 2694.915527
	Iteration 30F: 3 clusters Score -223195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 1888 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 2104 members 
Entering Unmasked Estep 
Score: -12704668.000000 Penalty: 80357.382812
Splitting cluster 18 changes total score from -12704867.000000 to -12704668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -248289.968750 Penalty: 1365.289551
	Iteration 0F: 2 clusters Score -248290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -244596.109375 Penalty: 2730.579102
	Iteration 0F: 3 clusters Score -244596.1 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -245633.156250 Penalty: 2730.579102
	Iteration 1F: 3 clusters Score -245633.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -245790.890625 Penalty: 2730.579102
	Iteration 2F: 3 clusters Score -245790.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -245879.578125 Penalty: 2730.579102
	Iteration 3Q: 3 clusters Score -245879.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -245943.718750 Penalty: 2730.579102
	Iteration 4Q: 3 clusters Score -245943.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -246000.375000 Penalty: 2730.579102
	Iteration 5Q: 3 clusters Score -246000.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -246060.718750 Penalty: 2730.579102
	Iteration 6Q: 3 clusters Score -246060.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -246120.515625 Penalty: 2730.579102
	Iteration 7Q: 3 clusters Score -246120.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -246180.937500 Penalty: 2730.579102
	Iteration 8Q: 3 clusters Score -246180.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -246228.781250 Penalty: 2730.579102
	Iteration 9Q: 3 clusters Score -246228.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -246283.765625 Penalty: 2730.579102
	Iteration 10Q: 3 clusters Score -246283.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -246341.000000 Penalty: 2730.579102
	Iteration 11Q: 3 clusters Score -246341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -246391.343750 Penalty: 2730.579102
	Iteration 12Q: 3 clusters Score -246391.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -246454.265625 Penalty: 2730.579102
	Iteration 13Q: 3 clusters Score -246454.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -246515.515625 Penalty: 2730.579102
	Iteration 14Q: 3 clusters Score -246515.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -246575.718750 Penalty: 2730.579102
	Iteration 15Q: 3 clusters Score -246575.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -246656.109375 Penalty: 2730.579102
	Iteration 16Q: 3 clusters Score -246656.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -246721.781250 Penalty: 2730.579102
	Iteration 17Q: 3 clusters Score -246721.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -246785.218750 Penalty: 2730.579102
	Iteration 18Q: 3 clusters Score -246785.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -246838.468750 Penalty: 2730.579102
	Iteration 19Q: 3 clusters Score -246838.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -246873.671875 Penalty: 2730.579102
	Iteration 20F: 3 clusters Score -246873.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -246898.875000 Penalty: 2730.579102
	Iteration 21Q: 3 clusters Score -246898.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -246925.515625 Penalty: 2730.579102
	Iteration 22Q: 3 clusters Score -246925.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -246946.359375 Penalty: 2730.579102
	Iteration 23Q: 3 clusters Score -246946.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -246960.875000 Penalty: 2730.579102
	Iteration 24Q: 3 clusters Score -246960.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -246974.593750 Penalty: 2730.579102
	Iteration 25Q: 3 clusters Score -246974.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -246986.875000 Penalty: 2730.579102
	Iteration 26Q: 3 clusters Score -246986.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -247000.718750 Penalty: 2730.579102
	Iteration 27Q: 3 clusters Score -247000.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -247011.859375 Penalty: 2730.579102
	Iteration 28Q: 3 clusters Score -247011.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -247025.375000 Penalty: 2730.579102
	Iteration 29Q: 3 clusters Score -247025.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -247036.765625 Penalty: 2730.579102
	Iteration 30Q: 3 clusters Score -247036.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -247051.015625 Penalty: 2730.579102
	Iteration 31Q: 3 clusters Score -247051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -247058.421875 Penalty: 2730.579102
	Iteration 32Q: 3 clusters Score -247058.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -247062.796875 Penalty: 2730.579102
	Iteration 33Q: 3 clusters Score -247062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -247065.171875 Penalty: 2730.579102
	Iteration 34Q: 3 clusters Score -247065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -247066.093750 Penalty: 2730.579102
	Iteration 35Q: 3 clusters Score -247066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -247067.109375 Penalty: 2730.579102
	Iteration 36Q: 3 clusters Score -247067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -247069.140625 Penalty: 2730.579102
	Iteration 37Q: 3 clusters Score -247069.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -247069.953125 Penalty: 2730.579102
	Iteration 38Q: 3 clusters Score -247070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -247072.046875 Penalty: 2730.579102
	Iteration 39Q: 3 clusters Score -247072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -247072.765625 Penalty: 2730.579102
	Iteration 40F: 3 clusters Score -247072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -247074.000000 Penalty: 2730.579102
	Iteration 41Q: 3 clusters Score -247074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -247074.296875 Penalty: 2730.579102
	Iteration 42Q: 3 clusters Score -247074.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -247074.296875 Penalty: 2730.579102
	Iteration 43F: 3 clusters Score -247074.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -73436.664062 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -73436.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -71827.453125 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -71827.45 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -72107.078125 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -72107.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -72192.875000 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -72192.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -72237.679688 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -72237.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72270.250000 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -72270.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72288.914062 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -72288.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -72298.664062 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -72298.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72304.828125 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -72304.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -72307.546875 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -72307.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72310.226562 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -72310.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -72311.593750 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -72311.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72311.859375 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -72311.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72311.859375 Penalty: 2314.406982
	Iteration 12F: 3 clusters Score -72311.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -69093.414062 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -69093.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -67533.492188 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -67533.49 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -67820.828125 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -67820.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -67906.578125 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -67906.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -67960.250000 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -67960.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -67993.078125 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -67993.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68022.070312 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -68022.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -68040.765625 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -68040.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68057.578125 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -68057.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68071.460938 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -68071.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -68079.992188 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -68079.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68086.656250 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -68086.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68091.015625 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -68091.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -68095.859375 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -68095.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -68100.117188 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -68100.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -68103.945312 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -68103.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68105.242188 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -68105.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -68106.406250 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -68106.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -68107.687500 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -68107.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68108.625000 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -68108.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68108.625000 Penalty: 2302.917969
	Iteration 19F: 3 clusters Score -68108.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -147741.703125 Penalty: 1264.976929
	Iteration 0F: 2 clusters Score -147741.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -145383.750000 Penalty: 2529.953857
	Iteration 0F: 3 clusters Score -145383.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -145918.531250 Penalty: 2529.953857
	Iteration 1F: 3 clusters Score -145918.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146076.312500 Penalty: 2529.953857
	Iteration 2F: 3 clusters Score -146076.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -146174.031250 Penalty: 2529.953857
	Iteration 3F: 3 clusters Score -146174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -146239.125000 Penalty: 2529.953857
	Iteration 4Q: 3 clusters Score -146239.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -146286.234375 Penalty: 2529.953857
	Iteration 5Q: 3 clusters Score -146286.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -146324.796875 Penalty: 2529.953857
	Iteration 6Q: 3 clusters Score -146324.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -146358.250000 Penalty: 2529.953857
	Iteration 7Q: 3 clusters Score -146358.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -146391.437500 Penalty: 2529.953857
	Iteration 8Q: 3 clusters Score -146391.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -146420.593750 Penalty: 2529.953857
	Iteration 9Q: 3 clusters Score -146420.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -146448.546875 Penalty: 2529.953857
	Iteration 10Q: 3 clusters Score -146448.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -146477.531250 Penalty: 2529.953857
	Iteration 11Q: 3 clusters Score -146477.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -146509.203125 Penalty: 2529.953857
	Iteration 12Q: 3 clusters Score -146509.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -146537.734375 Penalty: 2529.953857
	Iteration 13Q: 3 clusters Score -146537.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -146563.390625 Penalty: 2529.953857
	Iteration 14Q: 3 clusters Score -146563.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -146586.000000 Penalty: 2529.953857
	Iteration 15Q: 3 clusters Score -146586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -146602.328125 Penalty: 2529.953857
	Iteration 16Q: 3 clusters Score -146602.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -146623.218750 Penalty: 2529.953857
	Iteration 17Q: 3 clusters Score -146623.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -146653.515625 Penalty: 2529.953857
	Iteration 18Q: 3 clusters Score -146653.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -146674.703125 Penalty: 2529.953857
	Iteration 19Q: 3 clusters Score -146674.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -146690.312500 Penalty: 2529.953857
	Iteration 20F: 3 clusters Score -146690.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -146698.906250 Penalty: 2529.953857
	Iteration 21Q: 3 clusters Score -146698.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -146707.703125 Penalty: 2529.953857
	Iteration 22Q: 3 clusters Score -146707.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -146714.796875 Penalty: 2529.953857
	Iteration 23Q: 3 clusters Score -146714.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -146721.828125 Penalty: 2529.953857
	Iteration 24Q: 3 clusters Score -146721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -146726.140625 Penalty: 2529.953857
	Iteration 25Q: 3 clusters Score -146726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -146729.125000 Penalty: 2529.953857
	Iteration 26Q: 3 clusters Score -146729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -146731.031250 Penalty: 2529.953857
	Iteration 27Q: 3 clusters Score -146731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -146731.875000 Penalty: 2529.953857
	Iteration 28Q: 3 clusters Score -146731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -146732.562500 Penalty: 2529.953857
	Iteration 29Q: 3 clusters Score -146732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -146733.312500 Penalty: 2529.953857
	Iteration 30Q: 3 clusters Score -146733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -146734.046875 Penalty: 2529.953857
	Iteration 31Q: 3 clusters Score -146734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -146734.171875 Penalty: 2529.953857
	Iteration 32Q: 3 clusters Score -146734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -146734.562500 Penalty: 2529.953857
	Iteration 33Q: 3 clusters Score -146734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -146735.015625 Penalty: 2529.953857
	Iteration 34Q: 3 clusters Score -146735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -146735.015625 Penalty: 2529.953857
	Iteration 35F: 3 clusters Score -146735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -356826.937500 Penalty: 1411.599731
	Iteration 0F: 2 clusters Score -356826.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -352201.406250 Penalty: 2823.199463
	Iteration 0F: 3 clusters Score -352201.4 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -353637.562500 Penalty: 2823.199463
	Iteration 1F: 3 clusters Score -353637.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -353847.562500 Penalty: 2823.199463
	Iteration 2F: 3 clusters Score -353847.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -353985.593750 Penalty: 2823.199463
	Iteration 3F: 3 clusters Score -353985.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -354080.531250 Penalty: 2823.199463
	Iteration 4Q: 3 clusters Score -354080.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -354159.156250 Penalty: 2823.199463
	Iteration 5Q: 3 clusters Score -354159.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -354232.343750 Penalty: 2823.199463
	Iteration 6Q: 3 clusters Score -354232.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -354305.468750 Penalty: 2823.199463
	Iteration 7Q: 3 clusters Score -354305.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -354361.093750 Penalty: 2823.199463
	Iteration 8Q: 3 clusters Score -354361.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -354432.281250 Penalty: 2823.199463
	Iteration 9Q: 3 clusters Score -354432.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -354499.312500 Penalty: 2823.199463
	Iteration 10Q: 3 clusters Score -354499.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -354550.125000 Penalty: 2823.199463
	Iteration 11Q: 3 clusters Score -354550.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -354604.937500 Penalty: 2823.199463
	Iteration 12Q: 3 clusters Score -354604.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -354665.125000 Penalty: 2823.199463
	Iteration 13Q: 3 clusters Score -354665.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -354716.312500 Penalty: 2823.199463
	Iteration 14Q: 3 clusters Score -354716.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -354757.906250 Penalty: 2823.199463
	Iteration 15Q: 3 clusters Score -354757.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -354799.843750 Penalty: 2823.199463
	Iteration 16Q: 3 clusters Score -354799.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -354848.531250 Penalty: 2823.199463
	Iteration 17Q: 3 clusters Score -354848.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -354905.843750 Penalty: 2823.199463
	Iteration 18Q: 3 clusters Score -354905.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -354953.500000 Penalty: 2823.199463
	Iteration 19Q: 3 clusters Score -354953.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -355002.812500 Penalty: 2823.199463
	Iteration 20F: 3 clusters Score -355002.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -355057.093750 Penalty: 2823.199463
	Iteration 21Q: 3 clusters Score -355057.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -355109.031250 Penalty: 2823.199463
	Iteration 22Q: 3 clusters Score -355109 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -355150.093750 Penalty: 2823.199463
	Iteration 23Q: 3 clusters Score -355150.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -355182.062500 Penalty: 2823.199463
	Iteration 24Q: 3 clusters Score -355182.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -355211.218750 Penalty: 2823.199463
	Iteration 25Q: 3 clusters Score -355211.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -355240.906250 Penalty: 2823.199463
	Iteration 26Q: 3 clusters Score -355240.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -355259.687500 Penalty: 2823.199463
	Iteration 27Q: 3 clusters Score -355259.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -355276.187500 Penalty: 2823.199463
	Iteration 28Q: 3 clusters Score -355276.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -355290.531250 Penalty: 2823.199463
	Iteration 29Q: 3 clusters Score -355290.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -355301.156250 Penalty: 2823.199463
	Iteration 30Q: 3 clusters Score -355301.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -355309.906250 Penalty: 2823.199463
	Iteration 31Q: 3 clusters Score -355309.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -355317.968750 Penalty: 2823.199463
	Iteration 32Q: 3 clusters Score -355318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -355325.000000 Penalty: 2823.199463
	Iteration 33Q: 3 clusters Score -355325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -355332.656250 Penalty: 2823.199463
	Iteration 34Q: 3 clusters Score -355332.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -355337.437500 Penalty: 2823.199463
	Iteration 35Q: 3 clusters Score -355337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -355343.187500 Penalty: 2823.199463
	Iteration 36Q: 3 clusters Score -355343.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -355348.531250 Penalty: 2823.199463
	Iteration 37Q: 3 clusters Score -355348.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -355354.156250 Penalty: 2823.199463
	Iteration 38Q: 3 clusters Score -355354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -355359.937500 Penalty: 2823.199463
	Iteration 39Q: 3 clusters Score -355359.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -355367.125000 Penalty: 2823.199463
	Iteration 40F: 3 clusters Score -355367.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -355375.875000 Penalty: 2823.199463
	Iteration 41Q: 3 clusters Score -355375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -355383.187500 Penalty: 2823.199463
	Iteration 42Q: 3 clusters Score -355383.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -355389.125000 Penalty: 2823.199463
	Iteration 43Q: 3 clusters Score -355389.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -355393.343750 Penalty: 2823.199463
	Iteration 44Q: 3 clusters Score -355393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -355397.718750 Penalty: 2823.199463
	Iteration 45Q: 3 clusters Score -355397.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -355397.781250 Penalty: 2823.199463
	Iteration 46Q: 3 clusters Score -355397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -355401.812500 Penalty: 2823.199463
	Iteration 47Q: 3 clusters Score -355401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -355404.343750 Penalty: 2823.199463
	Iteration 48Q: 3 clusters Score -355404.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -355408.437500 Penalty: 2823.199463
	Iteration 49Q: 3 clusters Score -355408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -355408.531250 Penalty: 2823.199463
	Iteration 50Q: 3 clusters Score -355408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -355410.281250 Penalty: 2823.199463
	Iteration 51Q: 3 clusters Score -355410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -355411.906250 Penalty: 2823.199463
	Iteration 52Q: 3 clusters Score -355411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -355412.937500 Penalty: 2823.199463
	Iteration 53Q: 3 clusters Score -355412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -355414.593750 Penalty: 2823.199463
	Iteration 54Q: 3 clusters Score -355414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -355416.437500 Penalty: 2823.199463
	Iteration 55Q: 3 clusters Score -355416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -355417.062500 Penalty: 2823.199463
	Iteration 56Q: 3 clusters Score -355417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -355417.781250 Penalty: 2823.199463
	Iteration 57Q: 3 clusters Score -355417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -355417.125000 Penalty: 2823.199463
	Iteration 58Q: 3 clusters Score -355417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -355417.125000 Penalty: 2823.199463
	Iteration 59F: 3 clusters Score -355417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -208898.062500 Penalty: 1364.595093
	Iteration 0F: 2 clusters Score -208898.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -205359.984375 Penalty: 2729.190186
	Iteration 0F: 3 clusters Score -205360 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -206596.703125 Penalty: 2729.190186
	Iteration 1F: 3 clusters Score -206596.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -206886.875000 Penalty: 2729.190186
	Iteration 2F: 3 clusters Score -206886.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -207104.359375 Penalty: 2729.190186
	Iteration 3F: 3 clusters Score -207104.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -207266.578125 Penalty: 2729.190186
	Iteration 4F: 3 clusters Score -207266.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -207372.609375 Penalty: 2729.190186
	Iteration 5Q: 3 clusters Score -207372.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -207456.156250 Penalty: 2729.190186
	Iteration 6Q: 3 clusters Score -207456.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -207521.343750 Penalty: 2729.190186
	Iteration 7Q: 3 clusters Score -207521.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -207576.375000 Penalty: 2729.190186
	Iteration 8Q: 3 clusters Score -207576.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -207627.484375 Penalty: 2729.190186
	Iteration 9Q: 3 clusters Score -207627.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -207687.687500 Penalty: 2729.190186
	Iteration 10Q: 3 clusters Score -207687.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -207758.250000 Penalty: 2729.190186
	Iteration 11Q: 3 clusters Score -207758.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -207829.140625 Penalty: 2729.190186
	Iteration 12Q: 3 clusters Score -207829.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -207891.921875 Penalty: 2729.190186
	Iteration 13Q: 3 clusters Score -207891.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -207944.812500 Penalty: 2729.190186
	Iteration 14Q: 3 clusters Score -207944.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -207992.640625 Penalty: 2729.190186
	Iteration 15Q: 3 clusters Score -207992.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -208024.078125 Penalty: 2729.190186
	Iteration 16Q: 3 clusters Score -208024.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -208065.359375 Penalty: 2729.190186
	Iteration 17Q: 3 clusters Score -208065.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -208100.062500 Penalty: 2729.190186
	Iteration 18Q: 3 clusters Score -208100.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -208134.515625 Penalty: 2729.190186
	Iteration 19Q: 3 clusters Score -208134.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -208162.906250 Penalty: 2729.190186
	Iteration 20F: 3 clusters Score -208162.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -208193.078125 Penalty: 2729.190186
	Iteration 21Q: 3 clusters Score -208193.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -208220.234375 Penalty: 2729.190186
	Iteration 22Q: 3 clusters Score -208220.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -208240.593750 Penalty: 2729.190186
	Iteration 23Q: 3 clusters Score -208240.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -208254.359375 Penalty: 2729.190186
	Iteration 24Q: 3 clusters Score -208254.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -208262.968750 Penalty: 2729.190186
	Iteration 25Q: 3 clusters Score -208263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -208272.343750 Penalty: 2729.190186
	Iteration 26Q: 3 clusters Score -208272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -208276.593750 Penalty: 2729.190186
	Iteration 27Q: 3 clusters Score -208276.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -208283.218750 Penalty: 2729.190186
	Iteration 28Q: 3 clusters Score -208283.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -208292.906250 Penalty: 2729.190186
	Iteration 29Q: 3 clusters Score -208292.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -208299.234375 Penalty: 2729.190186
	Iteration 30Q: 3 clusters Score -208299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -208301.359375 Penalty: 2729.190186
	Iteration 31Q: 3 clusters Score -208301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -208303.531250 Penalty: 2729.190186
	Iteration 32Q: 3 clusters Score -208303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -208305.843750 Penalty: 2729.190186
	Iteration 33Q: 3 clusters Score -208305.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -208308.609375 Penalty: 2729.190186
	Iteration 34Q: 3 clusters Score -208308.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -208312.156250 Penalty: 2729.190186
	Iteration 35Q: 3 clusters Score -208312.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -208317.234375 Penalty: 2729.190186
	Iteration 36Q: 3 clusters Score -208317.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -208320.046875 Penalty: 2729.190186
	Iteration 37Q: 3 clusters Score -208320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -208322.203125 Penalty: 2729.190186
	Iteration 38Q: 3 clusters Score -208322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -208324.625000 Penalty: 2729.190186
	Iteration 39Q: 3 clusters Score -208324.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -208326.593750 Penalty: 2729.190186
	Iteration 40F: 3 clusters Score -208326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -208327.953125 Penalty: 2729.190186
	Iteration 41Q: 3 clusters Score -208328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -208329.171875 Penalty: 2729.190186
	Iteration 42Q: 3 clusters Score -208329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -208328.828125 Penalty: 2729.190186
	Iteration 43Q: 3 clusters Score -208328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -208329.781250 Penalty: 2729.190186
	Iteration 44Q: 3 clusters Score -208329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -208330.078125 Penalty: 2729.190186
	Iteration 45Q: 3 clusters Score -208330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -208330.937500 Penalty: 2729.190186
	Iteration 46Q: 3 clusters Score -208330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -208331.218750 Penalty: 2729.190186
	Iteration 47Q: 3 clusters Score -208331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -208331.218750 Penalty: 2729.190186
	Iteration 48F: 3 clusters Score -208331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -222253.812500 Penalty: 1340.980225
	Iteration 0F: 2 clusters Score -222253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -218979.687500 Penalty: 2681.960449
	Iteration 0F: 3 clusters Score -218979.7 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -219896.937500 Penalty: 2681.960449
	Iteration 1F: 3 clusters Score -219896.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -220120.421875 Penalty: 2681.960449
	Iteration 2F: 3 clusters Score -220120.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -220297.968750 Penalty: 2681.960449
	Iteration 3F: 3 clusters Score -220298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -220485.218750 Penalty: 2681.960449
	Iteration 4F: 3 clusters Score -220485.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -220627.359375 Penalty: 2681.960449
	Iteration 5Q: 3 clusters Score -220627.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -220781.078125 Penalty: 2681.960449
	Iteration 6Q: 3 clusters Score -220781.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -220908.531250 Penalty: 2681.960449
	Iteration 7Q: 3 clusters Score -220908.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -221006.906250 Penalty: 2681.960449
	Iteration 8Q: 3 clusters Score -221006.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -221074.250000 Penalty: 2681.960449
	Iteration 9Q: 3 clusters Score -221074.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -221117.890625 Penalty: 2681.960449
	Iteration 10Q: 3 clusters Score -221117.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -221147.437500 Penalty: 2681.960449
	Iteration 11Q: 3 clusters Score -221147.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -221165.734375 Penalty: 2681.960449
	Iteration 12Q: 3 clusters Score -221165.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -221184.750000 Penalty: 2681.960449
	Iteration 13Q: 3 clusters Score -221184.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -221197.328125 Penalty: 2681.960449
	Iteration 14Q: 3 clusters Score -221197.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -221210.406250 Penalty: 2681.960449
	Iteration 15Q: 3 clusters Score -221210.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -221225.906250 Penalty: 2681.960449
	Iteration 16Q: 3 clusters Score -221225.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -221237.718750 Penalty: 2681.960449
	Iteration 17Q: 3 clusters Score -221237.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -221250.671875 Penalty: 2681.960449
	Iteration 18Q: 3 clusters Score -221250.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -221265.953125 Penalty: 2681.960449
	Iteration 19Q: 3 clusters Score -221266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -221280.781250 Penalty: 2681.960449
	Iteration 20F: 3 clusters Score -221280.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -221294.234375 Penalty: 2681.960449
	Iteration 21Q: 3 clusters Score -221294.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -221313.906250 Penalty: 2681.960449
	Iteration 22Q: 3 clusters Score -221313.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -221331.359375 Penalty: 2681.960449
	Iteration 23Q: 3 clusters Score -221331.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -221344.484375 Penalty: 2681.960449
	Iteration 24Q: 3 clusters Score -221344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -221349.765625 Penalty: 2681.960449
	Iteration 25Q: 3 clusters Score -221349.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -221356.343750 Penalty: 2681.960449
	Iteration 26Q: 3 clusters Score -221356.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -221368.250000 Penalty: 2681.960449
	Iteration 27Q: 3 clusters Score -221368.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -221381.343750 Penalty: 2681.960449
	Iteration 28Q: 3 clusters Score -221381.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -221391.484375 Penalty: 2681.960449
	Iteration 29Q: 3 clusters Score -221391.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -221401.734375 Penalty: 2681.960449
	Iteration 30Q: 3 clusters Score -221401.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -221410.250000 Penalty: 2681.960449
	Iteration 31Q: 3 clusters Score -221410.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -221414.750000 Penalty: 2681.960449
	Iteration 32Q: 3 clusters Score -221414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -221418.734375 Penalty: 2681.960449
	Iteration 33Q: 3 clusters Score -221418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -221420.046875 Penalty: 2681.960449
	Iteration 34Q: 3 clusters Score -221420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -221422.046875 Penalty: 2681.960449
	Iteration 35Q: 3 clusters Score -221422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -221424.531250 Penalty: 2681.960449
	Iteration 36Q: 3 clusters Score -221424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -221425.859375 Penalty: 2681.960449
	Iteration 37Q: 3 clusters Score -221425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -221427.031250 Penalty: 2681.960449
	Iteration 38Q: 3 clusters Score -221427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -221427.718750 Penalty: 2681.960449
	Iteration 39Q: 3 clusters Score -221427.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -221428.718750 Penalty: 2681.960449
	Iteration 40F: 3 clusters Score -221428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -221429.250000 Penalty: 2681.960449
	Iteration 41Q: 3 clusters Score -221429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -221429.921875 Penalty: 2681.960449
	Iteration 42Q: 3 clusters Score -221429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -221429.921875 Penalty: 2681.960449
	Iteration 43F: 3 clusters Score -221429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -32895.238281 Penalty: 1036.769897
	Iteration 0F: 2 clusters Score -32895.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31778.396484 Penalty: 2073.539795
	Iteration 0F: 3 clusters Score -31778.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31972.753906 Penalty: 2073.539795
	Iteration 1F: 3 clusters Score -31972.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32031.048828 Penalty: 2073.539795
	Iteration 2F: 3 clusters Score -32031.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32063.125000 Penalty: 2073.539795
	Iteration 3Q: 3 clusters Score -32063.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32084.660156 Penalty: 2073.539795
	Iteration 4Q: 3 clusters Score -32084.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32095.691406 Penalty: 2073.539795
	Iteration 5Q: 3 clusters Score -32095.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32108.701172 Penalty: 2073.539795
	Iteration 6Q: 3 clusters Score -32108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32118.347656 Penalty: 2073.539795
	Iteration 7Q: 3 clusters Score -32118.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32128.679688 Penalty: 2073.539795
	Iteration 8Q: 3 clusters Score -32128.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32133.265625 Penalty: 2073.539795
	Iteration 9Q: 3 clusters Score -32133.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32134.587891 Penalty: 2073.539795
	Iteration 10Q: 3 clusters Score -32134.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32134.587891 Penalty: 2073.539795
	Iteration 11F: 3 clusters Score -32134.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Entering Unmasked Estep 
Score: -1357549.375000 Penalty: 1633.903564
	Iteration 0F: 2 clusters Score -1357549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1341663.750000 Penalty: 3267.807129
	Iteration 0F: 3 clusters Score -1341664 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1347690.625000 Penalty: 3267.807129
	Iteration 1F: 3 clusters Score -1347691 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1348003.750000 Penalty: 3267.807129
	Iteration 2Q: 3 clusters Score -1348004 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1348335.125000 Penalty: 3267.807129
	Iteration 3Q: 3 clusters Score -1348335 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1348738.625000 Penalty: 3267.807129
	Iteration 4Q: 3 clusters Score -1348739 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1349266.375000 Penalty: 3267.807129
	Iteration 5Q: 3 clusters Score -1349266 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1349870.500000 Penalty: 3267.807129
	Iteration 6F: 3 clusters Score -1349870 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1350478.875000 Penalty: 3267.807129
	Iteration 7F: 3 clusters Score -1350479 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1351105.625000 Penalty: 3267.807129
	Iteration 8F: 3 clusters Score -1351106 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1351583.750000 Penalty: 3267.807129
	Iteration 9Q: 3 clusters Score -1351584 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1351924.500000 Penalty: 3267.807129
	Iteration 10Q: 3 clusters Score -1351924 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1352219.875000 Penalty: 3267.807129
	Iteration 11Q: 3 clusters Score -1352220 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1352469.250000 Penalty: 3267.807129
	Iteration 12Q: 3 clusters Score -1352469 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1352740.750000 Penalty: 3267.807129
	Iteration 13Q: 3 clusters Score -1352741 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1353054.500000 Penalty: 3267.807129
	Iteration 14Q: 3 clusters Score -1353054 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1353477.250000 Penalty: 3267.807129
	Iteration 15Q: 3 clusters Score -1353477 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1353929.375000 Penalty: 3267.807129
	Iteration 16Q: 3 clusters Score -1353929 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1354371.750000 Penalty: 3267.807129
	Iteration 17Q: 3 clusters Score -1354372 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1354724.375000 Penalty: 3267.807129
	Iteration 18Q: 3 clusters Score -1354724 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1355007.125000 Penalty: 3267.807129
	Iteration 19Q: 3 clusters Score -1355007 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1355197.375000 Penalty: 3267.807129
	Iteration 20F: 3 clusters Score -1355197 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1355365.125000 Penalty: 3267.807129
	Iteration 21Q: 3 clusters Score -1355365 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1355529.375000 Penalty: 3267.807129
	Iteration 22Q: 3 clusters Score -1355529 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1355686.625000 Penalty: 3267.807129
	Iteration 23Q: 3 clusters Score -1355687 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1355830.000000 Penalty: 3267.807129
	Iteration 24Q: 3 clusters Score -1355830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1355957.250000 Penalty: 3267.807129
	Iteration 25Q: 3 clusters Score -1355957 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1356061.750000 Penalty: 3267.807129
	Iteration 26Q: 3 clusters Score -1356062 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1356146.625000 Penalty: 3267.807129
	Iteration 27Q: 3 clusters Score -1356147 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1356233.375000 Penalty: 3267.807129
	Iteration 28Q: 3 clusters Score -1356233 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -1356305.875000 Penalty: 3267.807129
	Iteration 29Q: 3 clusters Score -1356306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -1356354.500000 Penalty: 3267.807129
	Iteration 30Q: 3 clusters Score -1356354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1356406.750000 Penalty: 3267.807129
	Iteration 31Q: 3 clusters Score -1356407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -1356459.875000 Penalty: 3267.807129
	Iteration 32Q: 3 clusters Score -1356460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -1356510.250000 Penalty: 3267.807129
	Iteration 33Q: 3 clusters Score -1356510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1356583.375000 Penalty: 3267.807129
	Iteration 34Q: 3 clusters Score -1356583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -1356655.250000 Penalty: 3267.807129
	Iteration 35Q: 3 clusters Score -1356655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -1356705.125000 Penalty: 3267.807129
	Iteration 36Q: 3 clusters Score -1356705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1356738.500000 Penalty: 3267.807129
	Iteration 37Q: 3 clusters Score -1356738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -1356767.250000 Penalty: 3267.807129
	Iteration 38Q: 3 clusters Score -1356767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1356784.875000 Penalty: 3267.807129
	Iteration 39Q: 3 clusters Score -1356785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1356798.250000 Penalty: 3267.807129
	Iteration 40F: 3 clusters Score -1356798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1356818.875000 Penalty: 3267.807129
	Iteration 41Q: 3 clusters Score -1356819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1356823.375000 Penalty: 3267.807129
	Iteration 42Q: 3 clusters Score -1356823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -1356831.375000 Penalty: 3267.807129
	Iteration 43Q: 3 clusters Score -1356831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -1356833.875000 Penalty: 3267.807129
	Iteration 44Q: 3 clusters Score -1356834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -1356838.375000 Penalty: 3267.807129
	Iteration 45Q: 3 clusters Score -1356838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -1356840.750000 Penalty: 3267.807129
	Iteration 46Q: 3 clusters Score -1356841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1356841.625000 Penalty: 3267.807129
	Iteration 47Q: 3 clusters Score -1356842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -1356846.625000 Penalty: 3267.807129
	Iteration 48Q: 3 clusters Score -1356847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -1356852.625000 Penalty: 3267.807129
	Iteration 49Q: 3 clusters Score -1356853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -1356855.250000 Penalty: 3267.807129
	Iteration 50Q: 3 clusters Score -1356855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -1356859.500000 Penalty: 3267.807129
	Iteration 51Q: 3 clusters Score -1356860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -1356860.875000 Penalty: 3267.807129
	Iteration 52Q: 3 clusters Score -1356861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -1356863.375000 Penalty: 3267.807129
	Iteration 53Q: 3 clusters Score -1356863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1356863.625000 Penalty: 3267.807129
	Iteration 54Q: 3 clusters Score -1356864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -1356865.875000 Penalty: 3267.807129
	Iteration 55Q: 3 clusters Score -1356866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1356867.250000 Penalty: 3267.807129
	Iteration 56Q: 3 clusters Score -1356867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -1356868.000000 Penalty: 3267.807129
	Iteration 57Q: 3 clusters Score -1356868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1356867.125000 Penalty: 3267.807129
	Iteration 58Q: 3 clusters Score -1356867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -1356866.875000 Penalty: 3267.807129
	Iteration 59Q: 3 clusters Score -1356867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -1356865.875000 Penalty: 3267.807129
	Iteration 60F: 3 clusters Score -1356866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Entering Unmasked Estep 
Score: -1500962.875000 Penalty: 1646.917603
	Iteration 0F: 2 clusters Score -1500963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1484054.625000 Penalty: 3293.835205
	Iteration 0F: 3 clusters Score -1484055 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1490388.750000 Penalty: 3293.835205
	Iteration 1F: 3 clusters Score -1490389 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1490867.750000 Penalty: 3293.835205
	Iteration 2F: 3 clusters Score -1490868 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1491312.125000 Penalty: 3293.835205
	Iteration 3Q: 3 clusters Score -1491312 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1491768.875000 Penalty: 3293.835205
	Iteration 4Q: 3 clusters Score -1491769 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1492267.500000 Penalty: 3293.835205
	Iteration 5Q: 3 clusters Score -1492268 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1492894.250000 Penalty: 3293.835205
	Iteration 6Q: 3 clusters Score -1492894 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1493637.500000 Penalty: 3293.835205
	Iteration 7F: 3 clusters Score -1493638 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1494443.875000 Penalty: 3293.835205
	Iteration 8F: 3 clusters Score -1494444 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1495174.250000 Penalty: 3293.835205
	Iteration 9Q: 3 clusters Score -1495174 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1495660.375000 Penalty: 3293.835205
	Iteration 10Q: 3 clusters Score -1495660 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1495961.250000 Penalty: 3293.835205
	Iteration 11Q: 3 clusters Score -1495961 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1496138.500000 Penalty: 3293.835205
	Iteration 12Q: 3 clusters Score -1496138 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1496267.375000 Penalty: 3293.835205
	Iteration 13Q: 3 clusters Score -1496267 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1496372.375000 Penalty: 3293.835205
	Iteration 14Q: 3 clusters Score -1496372 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1496445.000000 Penalty: 3293.835205
	Iteration 15Q: 3 clusters Score -1496445 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1496529.875000 Penalty: 3293.835205
	Iteration 16Q: 3 clusters Score -1496530 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1496611.625000 Penalty: 3293.835205
	Iteration 17Q: 3 clusters Score -1496612 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1496692.750000 Penalty: 3293.835205
	Iteration 18Q: 3 clusters Score -1496693 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1496779.750000 Penalty: 3293.835205
	Iteration 19Q: 3 clusters Score -1496780 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1496846.000000 Penalty: 3293.835205
	Iteration 20F: 3 clusters Score -1496846 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1496919.250000 Penalty: 3293.835205
	Iteration 21Q: 3 clusters Score -1496919 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1496993.750000 Penalty: 3293.835205
	Iteration 22Q: 3 clusters Score -1496994 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1497058.500000 Penalty: 3293.835205
	Iteration 23Q: 3 clusters Score -1497058 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1497109.875000 Penalty: 3293.835205
	Iteration 24Q: 3 clusters Score -1497110 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1497148.625000 Penalty: 3293.835205
	Iteration 25Q: 3 clusters Score -1497149 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1497199.750000 Penalty: 3293.835205
	Iteration 26Q: 3 clusters Score -1497200 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1497261.000000 Penalty: 3293.835205
	Iteration 27Q: 3 clusters Score -1497261 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1497307.375000 Penalty: 3293.835205
	Iteration 28Q: 3 clusters Score -1497307 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1497361.125000 Penalty: 3293.835205
	Iteration 29Q: 3 clusters Score -1497361 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1497413.125000 Penalty: 3293.835205
	Iteration 30Q: 3 clusters Score -1497413 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1497479.125000 Penalty: 3293.835205
	Iteration 31Q: 3 clusters Score -1497479 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1497559.250000 Penalty: 3293.835205
	Iteration 32Q: 3 clusters Score -1497559 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1497633.375000 Penalty: 3293.835205
	Iteration 33Q: 3 clusters Score -1497633 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1497719.000000 Penalty: 3293.835205
	Iteration 34Q: 3 clusters Score -1497719 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1497813.875000 Penalty: 3293.835205
	Iteration 35Q: 3 clusters Score -1497814 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1497905.750000 Penalty: 3293.835205
	Iteration 36Q: 3 clusters Score -1497906 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1498015.500000 Penalty: 3293.835205
	Iteration 37Q: 3 clusters Score -1498016 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1498121.375000 Penalty: 3293.835205
	Iteration 38Q: 3 clusters Score -1498121 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1498237.000000 Penalty: 3293.835205
	Iteration 39Q: 3 clusters Score -1498237 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1498327.000000 Penalty: 3293.835205
	Iteration 40F: 3 clusters Score -1498327 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1498425.500000 Penalty: 3293.835205
	Iteration 41Q: 3 clusters Score -1498426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1498521.625000 Penalty: 3293.835205
	Iteration 42Q: 3 clusters Score -1498522 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1498611.375000 Penalty: 3293.835205
	Iteration 43Q: 3 clusters Score -1498611 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1498689.625000 Penalty: 3293.835205
	Iteration 44Q: 3 clusters Score -1498690 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1498767.625000 Penalty: 3293.835205
	Iteration 45Q: 3 clusters Score -1498768 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1498846.500000 Penalty: 3293.835205
	Iteration 46Q: 3 clusters Score -1498846 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1498935.250000 Penalty: 3293.835205
	Iteration 47Q: 3 clusters Score -1498935 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1499001.625000 Penalty: 3293.835205
	Iteration 48Q: 3 clusters Score -1499002 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1499067.125000 Penalty: 3293.835205
	Iteration 49Q: 3 clusters Score -1499067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1499116.625000 Penalty: 3293.835205
	Iteration 50Q: 3 clusters Score -1499117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1499178.875000 Penalty: 3293.835205
	Iteration 51Q: 3 clusters Score -1499179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1499226.250000 Penalty: 3293.835205
	Iteration 52Q: 3 clusters Score -1499226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1499278.000000 Penalty: 3293.835205
	Iteration 53Q: 3 clusters Score -1499278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1499335.125000 Penalty: 3293.835205
	Iteration 54Q: 3 clusters Score -1499335 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1499369.250000 Penalty: 3293.835205
	Iteration 55Q: 3 clusters Score -1499369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1499402.750000 Penalty: 3293.835205
	Iteration 56Q: 3 clusters Score -1499403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1499432.625000 Penalty: 3293.835205
	Iteration 57Q: 3 clusters Score -1499433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1499449.750000 Penalty: 3293.835205
	Iteration 58Q: 3 clusters Score -1499450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1499460.875000 Penalty: 3293.835205
	Iteration 59Q: 3 clusters Score -1499461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1499469.500000 Penalty: 3293.835205
	Iteration 60F: 3 clusters Score -1499470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1499479.125000 Penalty: 3293.835205
	Iteration 61Q: 3 clusters Score -1499479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1499488.375000 Penalty: 3293.835205
	Iteration 62Q: 3 clusters Score -1499488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1499495.500000 Penalty: 3293.835205
	Iteration 63Q: 3 clusters Score -1499496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1499501.125000 Penalty: 3293.835205
	Iteration 64Q: 3 clusters Score -1499501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1499508.375000 Penalty: 3293.835205
	Iteration 65Q: 3 clusters Score -1499508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1499513.000000 Penalty: 3293.835205
	Iteration 66Q: 3 clusters Score -1499513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1499516.500000 Penalty: 3293.835205
	Iteration 67Q: 3 clusters Score -1499516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1499521.375000 Penalty: 3293.835205
	Iteration 68Q: 3 clusters Score -1499521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1499522.500000 Penalty: 3293.835205
	Iteration 69Q: 3 clusters Score -1499522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1499523.625000 Penalty: 3293.835205
	Iteration 70Q: 3 clusters Score -1499524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1499525.250000 Penalty: 3293.835205
	Iteration 71Q: 3 clusters Score -1499525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1499528.875000 Penalty: 3293.835205
	Iteration 72Q: 3 clusters Score -1499529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1499528.375000 Penalty: 3293.835205
	Iteration 73Q: 3 clusters Score -1499528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1499529.750000 Penalty: 3293.835205
	Iteration 74Q: 3 clusters Score -1499530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1499527.500000 Penalty: 3293.835205
	Iteration 75Q: 3 clusters Score -1499528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1499528.000000 Penalty: 3293.835205
	Iteration 76Q: 3 clusters Score -1499528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1499529.125000 Penalty: 3293.835205
	Iteration 77Q: 3 clusters Score -1499529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1499534.250000 Penalty: 3293.835205
	Iteration 78Q: 3 clusters Score -1499534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1499535.625000 Penalty: 3293.835205
	Iteration 79Q: 3 clusters Score -1499536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1499538.375000 Penalty: 3293.835205
	Iteration 80F: 3 clusters Score -1499538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1499540.125000 Penalty: 3293.835205
	Iteration 81Q: 3 clusters Score -1499540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1499542.375000 Penalty: 3293.835205
	Iteration 82Q: 3 clusters Score -1499542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1499539.250000 Penalty: 3293.835205
	Iteration 83Q: 3 clusters Score -1499539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1499541.875000 Penalty: 3293.835205
	Iteration 84Q: 3 clusters Score -1499542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1499543.375000 Penalty: 3293.835205
	Iteration 85Q: 3 clusters Score -1499543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1499540.125000 Penalty: 3293.835205
	Iteration 86Q: 3 clusters Score -1499540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1499540.500000 Penalty: 3293.835205
	Iteration 87Q: 3 clusters Score -1499540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1499540.500000 Penalty: 3293.835205
	Iteration 88F: 3 clusters Score -1499540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -328630.656250 Penalty: 1411.132690
	Iteration 0F: 2 clusters Score -328630.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -324085.968750 Penalty: 2822.265381
	Iteration 0F: 3 clusters Score -324086 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -325639.312500 Penalty: 2822.265381
	Iteration 1F: 3 clusters Score -325639.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -326250.125000 Penalty: 2822.265381
	Iteration 2F: 3 clusters Score -326250.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -326912.843750 Penalty: 2822.265381
	Iteration 3F: 3 clusters Score -326912.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -327515.656250 Penalty: 2822.265381
	Iteration 4F: 3 clusters Score -327515.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -328016.593750 Penalty: 2822.265381
	Iteration 5F: 3 clusters Score -328016.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -328360.906250 Penalty: 2822.265381
	Iteration 6F: 3 clusters Score -328360.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -328629.781250 Penalty: 2822.265381
	Iteration 7Q: 3 clusters Score -328629.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -328835.250000 Penalty: 2822.265381
	Iteration 8Q: 3 clusters Score -328835.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -329002.250000 Penalty: 2822.265381
	Iteration 9Q: 3 clusters Score -329002.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -329074.531250 Penalty: 2822.265381
	Iteration 10Q: 3 clusters Score -329074.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -329100.656250 Penalty: 2822.265381
	Iteration 11Q: 3 clusters Score -329100.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -329110.468750 Penalty: 2822.265381
	Iteration 12Q: 3 clusters Score -329110.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -329116.000000 Penalty: 2822.265381
	Iteration 13Q: 3 clusters Score -329116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -329120.562500 Penalty: 2822.265381
	Iteration 14Q: 3 clusters Score -329120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -329123.250000 Penalty: 2822.265381
	Iteration 15Q: 3 clusters Score -329123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -329124.000000 Penalty: 2822.265381
	Iteration 16Q: 3 clusters Score -329124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -329124.468750 Penalty: 2822.265381
	Iteration 17Q: 3 clusters Score -329124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -329125.937500 Penalty: 2822.265381
	Iteration 18Q: 3 clusters Score -329125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -329125.937500 Penalty: 2822.265381
	Iteration 19F: 3 clusters Score -329125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 4418 members 
Entering Unmasked Estep 
Score: -12705047.000000 Penalty: 80357.382812
Splitting cluster 29 changes total score from -12704867.000000 to -12705047.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -125955.507812 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -125955.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -123722.234375 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -123722.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -124374.578125 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -124374.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -124632.351562 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -124632.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -124779.265625 Penalty: 2515.008545
	Iteration 3F: 3 clusters Score -124779.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -124914.335938 Penalty: 2515.008545
	Iteration 4F: 3 clusters Score -124914.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -125009.695312 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -125009.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -125068.382812 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -125068.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -125122.484375 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -125122.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -125159.875000 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -125159.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -125191.445312 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -125191.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -125224.882812 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -125224.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -125244.210938 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -125244.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -125262.031250 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -125262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -125295.132812 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -125295.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -125346.554688 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -125346.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -125377.007812 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -125377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -125390.593750 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -125390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -125397.984375 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -125398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -125407.140625 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -125407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -125414.484375 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -125414.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -125416.585938 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -125416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -125418.078125 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -125418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -125418.609375 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -125418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -125418.609375 Penalty: 2515.008545
	Iteration 23F: 3 clusters Score -125418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -179595.109375 Penalty: 1338.848145
	Iteration 0F: 2 clusters Score -179595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -176337.125000 Penalty: 2677.696289
	Iteration 0F: 3 clusters Score -176337.1 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -177241.625000 Penalty: 2677.696289
	Iteration 1F: 3 clusters Score -177241.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -177466.953125 Penalty: 2677.696289
	Iteration 2F: 3 clusters Score -177467 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -177628.375000 Penalty: 2677.696289
	Iteration 3F: 3 clusters Score -177628.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -177751.625000 Penalty: 2677.696289
	Iteration 4Q: 3 clusters Score -177751.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -177862.859375 Penalty: 2677.696289
	Iteration 5Q: 3 clusters Score -177862.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -177960.000000 Penalty: 2677.696289
	Iteration 6Q: 3 clusters Score -177960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -178069.703125 Penalty: 2677.696289
	Iteration 7Q: 3 clusters Score -178069.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -178173.500000 Penalty: 2677.696289
	Iteration 8Q: 3 clusters Score -178173.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -178270.015625 Penalty: 2677.696289
	Iteration 9Q: 3 clusters Score -178270 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -178365.093750 Penalty: 2677.696289
	Iteration 10Q: 3 clusters Score -178365.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -178458.609375 Penalty: 2677.696289
	Iteration 11Q: 3 clusters Score -178458.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -178538.765625 Penalty: 2677.696289
	Iteration 12Q: 3 clusters Score -178538.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -178595.687500 Penalty: 2677.696289
	Iteration 13Q: 3 clusters Score -178595.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -178642.718750 Penalty: 2677.696289
	Iteration 14Q: 3 clusters Score -178642.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -178680.562500 Penalty: 2677.696289
	Iteration 15Q: 3 clusters Score -178680.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -178723.500000 Penalty: 2677.696289
	Iteration 16Q: 3 clusters Score -178723.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -178752.140625 Penalty: 2677.696289
	Iteration 17Q: 3 clusters Score -178752.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -178762.828125 Penalty: 2677.696289
	Iteration 18Q: 3 clusters Score -178762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -178776.078125 Penalty: 2677.696289
	Iteration 19Q: 3 clusters Score -178776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -178791.578125 Penalty: 2677.696289
	Iteration 20F: 3 clusters Score -178791.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -178809.203125 Penalty: 2677.696289
	Iteration 21Q: 3 clusters Score -178809.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -178818.312500 Penalty: 2677.696289
	Iteration 22Q: 3 clusters Score -178818.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -178828.343750 Penalty: 2677.696289
	Iteration 23Q: 3 clusters Score -178828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -178833.921875 Penalty: 2677.696289
	Iteration 24Q: 3 clusters Score -178833.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -178838.390625 Penalty: 2677.696289
	Iteration 25Q: 3 clusters Score -178838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -178841.656250 Penalty: 2677.696289
	Iteration 26Q: 3 clusters Score -178841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -178843.890625 Penalty: 2677.696289
	Iteration 27Q: 3 clusters Score -178843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -178843.890625 Penalty: 2677.696289
	Iteration 28F: 3 clusters Score -178843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -94082.187500 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -94082.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -91909.226562 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -91909.23 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -92612.812500 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -92612.81 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -93081.914062 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -93081.91 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -93414.789062 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -93414.79 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -93655.484375 Penalty: 2490.607422
	Iteration 4F: 3 clusters Score -93655.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -93851.601562 Penalty: 2490.607422
	Iteration 5F: 3 clusters Score -93851.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -93978.632812 Penalty: 2490.607422
	Iteration 6Q: 3 clusters Score -93978.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94075.398438 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -94075.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94154.781250 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -94154.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -94215.218750 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -94215.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -94245.382812 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -94245.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -94256.703125 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -94256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94263.085938 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -94263.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94268.382812 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -94268.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94272.453125 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -94272.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94281.343750 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -94281.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -94289.390625 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -94289.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94295.398438 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -94295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94298.195312 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -94298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94301.601562 Penalty: 2490.607422
	Iteration 19Q: 3 clusters Score -94301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94305.312500 Penalty: 2490.607422
	Iteration 20F: 3 clusters Score -94305.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94324.375000 Penalty: 2490.607422
	Iteration 21Q: 3 clusters Score -94324.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94329.640625 Penalty: 2490.607422
	Iteration 22Q: 3 clusters Score -94329.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94331.320312 Penalty: 2490.607422
	Iteration 23Q: 3 clusters Score -94331.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -94334.039062 Penalty: 2490.607422
	Iteration 24Q: 3 clusters Score -94334.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94335.476562 Penalty: 2490.607422
	Iteration 25Q: 3 clusters Score -94335.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -94335.914062 Penalty: 2490.607422
	Iteration 26Q: 3 clusters Score -94335.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -94336.468750 Penalty: 2490.607422
	Iteration 27Q: 3 clusters Score -94336.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94337.179688 Penalty: 2490.607422
	Iteration 28Q: 3 clusters Score -94337.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -94337.679688 Penalty: 2490.607422
	Iteration 29Q: 3 clusters Score -94337.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94339.937500 Penalty: 2490.607422
	Iteration 30Q: 3 clusters Score -94339.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94343.359375 Penalty: 2490.607422
	Iteration 31Q: 3 clusters Score -94343.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94345.031250 Penalty: 2490.607422
	Iteration 32Q: 3 clusters Score -94345.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94345.789062 Penalty: 2490.607422
	Iteration 33Q: 3 clusters Score -94345.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94345.789062 Penalty: 2490.607422
	Iteration 34F: 3 clusters Score -94345.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 1715 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 4478 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 4418 members 
Mstep: Class 41 contains 414 members 
Entering Unmasked Estep 
Score: -12704539.000000 Penalty: 82366.320312
Splitting cluster 32 changes total score from -12704867.000000 to -12704539.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (8404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Entering Unmasked Estep 
Score: -486127.781250 Penalty: 1468.425171
	Iteration 0F: 2 clusters Score -486127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -479957.093750 Penalty: 2936.850342
	Iteration 0F: 3 clusters Score -479957.1 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -482205.656250 Penalty: 2936.850342
	Iteration 1F: 3 clusters Score -482205.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -482833.250000 Penalty: 2936.850342
	Iteration 2F: 3 clusters Score -482833.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -483415.218750 Penalty: 2936.850342
	Iteration 3F: 3 clusters Score -483415.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -483907.812500 Penalty: 2936.850342
	Iteration 4F: 3 clusters Score -483907.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -484312.093750 Penalty: 2936.850342
	Iteration 5F: 3 clusters Score -484312.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -484627.375000 Penalty: 2936.850342
	Iteration 6Q: 3 clusters Score -484627.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -484878.156250 Penalty: 2936.850342
	Iteration 7Q: 3 clusters Score -484878.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -485091.500000 Penalty: 2936.850342
	Iteration 8Q: 3 clusters Score -485091.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -485289.468750 Penalty: 2936.850342
	Iteration 9Q: 3 clusters Score -485289.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -485478.375000 Penalty: 2936.850342
	Iteration 10Q: 3 clusters Score -485478.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -485663.906250 Penalty: 2936.850342
	Iteration 11Q: 3 clusters Score -485663.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -485820.437500 Penalty: 2936.850342
	Iteration 12Q: 3 clusters Score -485820.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -485909.843750 Penalty: 2936.850342
	Iteration 13Q: 3 clusters Score -485909.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -485971.218750 Penalty: 2936.850342
	Iteration 14Q: 3 clusters Score -485971.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -486020.187500 Penalty: 2936.850342
	Iteration 15Q: 3 clusters Score -486020.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -486043.750000 Penalty: 2936.850342
	Iteration 16Q: 3 clusters Score -486043.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -486058.625000 Penalty: 2936.850342
	Iteration 17Q: 3 clusters Score -486058.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -486067.625000 Penalty: 2936.850342
	Iteration 18Q: 3 clusters Score -486067.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -486074.437500 Penalty: 2936.850342
	Iteration 19Q: 3 clusters Score -486074.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -486075.781250 Penalty: 2936.850342
	Iteration 20F: 3 clusters Score -486075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -486076.937500 Penalty: 2936.850342
	Iteration 21Q: 3 clusters Score -486076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -486078.250000 Penalty: 2936.850342
	Iteration 22Q: 3 clusters Score -486078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -486080.000000 Penalty: 2936.850342
	Iteration 23Q: 3 clusters Score -486080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -486080.250000 Penalty: 2936.850342
	Iteration 24Q: 3 clusters Score -486080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -486079.906250 Penalty: 2936.850342
	Iteration 25Q: 3 clusters Score -486079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -486080.218750 Penalty: 2936.850342
	Iteration 26Q: 3 clusters Score -486080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -486080.531250 Penalty: 2936.850342
	Iteration 27Q: 3 clusters Score -486080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -486080.656250 Penalty: 2936.850342
	Iteration 28Q: 3 clusters Score -486080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -486080.656250 Penalty: 2936.850342
	Iteration 29F: 3 clusters Score -486080.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -260122.546875 Penalty: 1366.126465
	Iteration 0F: 2 clusters Score -260122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -256487.156250 Penalty: 2732.252930
	Iteration 0F: 3 clusters Score -256487.2 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -257528.812500 Penalty: 2732.252930
	Iteration 1F: 3 clusters Score -257528.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -257811.578125 Penalty: 2732.252930
	Iteration 2F: 3 clusters Score -257811.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -258131.093750 Penalty: 2732.252930
	Iteration 3F: 3 clusters Score -258131.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -258465.718750 Penalty: 2732.252930
	Iteration 4F: 3 clusters Score -258465.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -258808.140625 Penalty: 2732.252930
	Iteration 5F: 3 clusters Score -258808.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -259258.359375 Penalty: 2732.252930
	Iteration 6F: 3 clusters Score -259258.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -259872.203125 Penalty: 2732.252930
	Iteration 7F: 3 clusters Score -259872.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -260240.140625 Penalty: 2732.252930
	Iteration 8F: 3 clusters Score -260240.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -260474.640625 Penalty: 2732.252930
	Iteration 9Q: 3 clusters Score -260474.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -260638.734375 Penalty: 2732.252930
	Iteration 10Q: 3 clusters Score -260638.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -260724.890625 Penalty: 2732.252930
	Iteration 11Q: 3 clusters Score -260724.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -260762.156250 Penalty: 2732.252930
	Iteration 12Q: 3 clusters Score -260762.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -260776.640625 Penalty: 2732.252930
	Iteration 13Q: 3 clusters Score -260776.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -260780.375000 Penalty: 2732.252930
	Iteration 14Q: 3 clusters Score -260780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -260781.859375 Penalty: 2732.252930
	Iteration 15Q: 3 clusters Score -260781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -260783.312500 Penalty: 2732.252930
	Iteration 16Q: 3 clusters Score -260783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -260784.359375 Penalty: 2732.252930
	Iteration 17Q: 3 clusters Score -260784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -260785.015625 Penalty: 2732.252930
	Iteration 18Q: 3 clusters Score -260785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -260785.015625 Penalty: 2732.252930
	Iteration 19F: 3 clusters Score -260785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 2190 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 3369 members 
Mstep: Class 39 contains 707 members 
Mstep: Class 40 contains 4418 members 
Mstep: Class 41 contains 2288 members 
Entering Unmasked Estep 
Score: -12705100.000000 Penalty: 82366.320312
Splitting cluster 34 changes total score from -12704867.000000 to -12705100.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 35 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -919242.562500 Penalty: 1568.555908
	Iteration 0F: 2 clusters Score -919242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -908546.875000 Penalty: 3137.111816
	Iteration 0F: 3 clusters Score -908546.9 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -912150.937500 Penalty: 3137.111816
	Iteration 1F: 3 clusters Score -912150.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -912406.125000 Penalty: 3137.111816
	Iteration 2Q: 3 clusters Score -912406.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -912620.125000 Penalty: 3137.111816
	Iteration 3Q: 3 clusters Score -912620.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -912866.375000 Penalty: 3137.111816
	Iteration 4Q: 3 clusters Score -912866.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -913206.937500 Penalty: 3137.111816
	Iteration 5Q: 3 clusters Score -913206.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -913706.062500 Penalty: 3137.111816
	Iteration 6F: 3 clusters Score -913706.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -914426.312500 Penalty: 3137.111816
	Iteration 7F: 3 clusters Score -914426.3 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -915337.312500 Penalty: 3137.111816
	Iteration 8F: 3 clusters Score -915337.3 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -916092.625000 Penalty: 3137.111816
	Iteration 9F: 3 clusters Score -916092.6 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -916605.750000 Penalty: 3137.111816
	Iteration 10F: 3 clusters Score -916605.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -916896.000000 Penalty: 3137.111816
	Iteration 11Q: 3 clusters Score -916896 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -917048.125000 Penalty: 3137.111816
	Iteration 12Q: 3 clusters Score -917048.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -917141.312500 Penalty: 3137.111816
	Iteration 13Q: 3 clusters Score -917141.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -917197.375000 Penalty: 3137.111816
	Iteration 14Q: 3 clusters Score -917197.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -917237.312500 Penalty: 3137.111816
	Iteration 15Q: 3 clusters Score -917237.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -917279.937500 Penalty: 3137.111816
	Iteration 16Q: 3 clusters Score -917279.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -917313.000000 Penalty: 3137.111816
	Iteration 17Q: 3 clusters Score -917313 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -917340.937500 Penalty: 3137.111816
	Iteration 18Q: 3 clusters Score -917340.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -917371.562500 Penalty: 3137.111816
	Iteration 19Q: 3 clusters Score -917371.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -917399.437500 Penalty: 3137.111816
	Iteration 20F: 3 clusters Score -917399.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -917430.500000 Penalty: 3137.111816
	Iteration 21Q: 3 clusters Score -917430.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -917458.937500 Penalty: 3137.111816
	Iteration 22Q: 3 clusters Score -917458.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -917488.937500 Penalty: 3137.111816
	Iteration 23Q: 3 clusters Score -917488.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -917524.437500 Penalty: 3137.111816
	Iteration 24Q: 3 clusters Score -917524.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -917562.687500 Penalty: 3137.111816
	Iteration 25Q: 3 clusters Score -917562.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -917587.312500 Penalty: 3137.111816
	Iteration 26Q: 3 clusters Score -917587.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -917609.312500 Penalty: 3137.111816
	Iteration 27Q: 3 clusters Score -917609.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -917629.000000 Penalty: 3137.111816
	Iteration 28Q: 3 clusters Score -917629 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -917649.125000 Penalty: 3137.111816
	Iteration 29Q: 3 clusters Score -917649.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -917669.562500 Penalty: 3137.111816
	Iteration 30Q: 3 clusters Score -917669.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -917689.562500 Penalty: 3137.111816
	Iteration 31Q: 3 clusters Score -917689.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -917710.687500 Penalty: 3137.111816
	Iteration 32Q: 3 clusters Score -917710.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -917733.812500 Penalty: 3137.111816
	Iteration 33Q: 3 clusters Score -917733.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -917749.687500 Penalty: 3137.111816
	Iteration 34Q: 3 clusters Score -917749.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -917770.875000 Penalty: 3137.111816
	Iteration 35Q: 3 clusters Score -917770.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -917784.562500 Penalty: 3137.111816
	Iteration 36Q: 3 clusters Score -917784.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -917803.687500 Penalty: 3137.111816
	Iteration 37Q: 3 clusters Score -917803.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -917815.187500 Penalty: 3137.111816
	Iteration 38Q: 3 clusters Score -917815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -917824.625000 Penalty: 3137.111816
	Iteration 39Q: 3 clusters Score -917824.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -917836.125000 Penalty: 3137.111816
	Iteration 40F: 3 clusters Score -917836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -917838.812500 Penalty: 3137.111816
	Iteration 41Q: 3 clusters Score -917838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -917843.625000 Penalty: 3137.111816
	Iteration 42Q: 3 clusters Score -917843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -917852.000000 Penalty: 3137.111816
	Iteration 43Q: 3 clusters Score -917852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -917855.187500 Penalty: 3137.111816
	Iteration 44Q: 3 clusters Score -917855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -917859.250000 Penalty: 3137.111816
	Iteration 45Q: 3 clusters Score -917859.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -917865.187500 Penalty: 3137.111816
	Iteration 46Q: 3 clusters Score -917865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -917866.000000 Penalty: 3137.111816
	Iteration 47Q: 3 clusters Score -917866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -917867.937500 Penalty: 3137.111816
	Iteration 48Q: 3 clusters Score -917867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -917869.312500 Penalty: 3137.111816
	Iteration 49Q: 3 clusters Score -917869.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -917873.125000 Penalty: 3137.111816
	Iteration 50Q: 3 clusters Score -917873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -917874.812500 Penalty: 3137.111816
	Iteration 51Q: 3 clusters Score -917874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -917876.500000 Penalty: 3137.111816
	Iteration 52Q: 3 clusters Score -917876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -917877.250000 Penalty: 3137.111816
	Iteration 53Q: 3 clusters Score -917877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -917879.562500 Penalty: 3137.111816
	Iteration 54Q: 3 clusters Score -917879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -917881.000000 Penalty: 3137.111816
	Iteration 55Q: 3 clusters Score -917881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -917881.500000 Penalty: 3137.111816
	Iteration 56Q: 3 clusters Score -917881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -917883.000000 Penalty: 3137.111816
	Iteration 57Q: 3 clusters Score -917883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -917885.500000 Penalty: 3137.111816
	Iteration 58Q: 3 clusters Score -917885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -917885.562500 Penalty: 3137.111816
	Iteration 59Q: 3 clusters Score -917885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -917890.375000 Penalty: 3137.111816
	Iteration 60F: 3 clusters Score -917890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -917888.687500 Penalty: 3137.111816
	Iteration 61Q: 3 clusters Score -917888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -917891.812500 Penalty: 3137.111816
	Iteration 62Q: 3 clusters Score -917891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -917893.187500 Penalty: 3137.111816
	Iteration 63Q: 3 clusters Score -917893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -917892.562500 Penalty: 3137.111816
	Iteration 64Q: 3 clusters Score -917892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -917892.187500 Penalty: 3137.111816
	Iteration 65Q: 3 clusters Score -917892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -917892.625000 Penalty: 3137.111816
	Iteration 66Q: 3 clusters Score -917892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -917894.500000 Penalty: 3137.111816
	Iteration 67Q: 3 clusters Score -917894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -917893.375000 Penalty: 3137.111816
	Iteration 68Q: 3 clusters Score -917893.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -917898.875000 Penalty: 3137.111816
	Iteration 69Q: 3 clusters Score -917898.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -917901.000000 Penalty: 3137.111816
	Iteration 70Q: 3 clusters Score -917901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -917899.875000 Penalty: 3137.111816
	Iteration 71Q: 3 clusters Score -917899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -917900.875000 Penalty: 3137.111816
	Iteration 72Q: 3 clusters Score -917900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -917901.875000 Penalty: 3137.111816
	Iteration 73Q: 3 clusters Score -917901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -917904.125000 Penalty: 3137.111816
	Iteration 74Q: 3 clusters Score -917904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -917908.000000 Penalty: 3137.111816
	Iteration 75Q: 3 clusters Score -917908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -917911.562500 Penalty: 3137.111816
	Iteration 76Q: 3 clusters Score -917911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -917912.625000 Penalty: 3137.111816
	Iteration 77Q: 3 clusters Score -917912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -917914.000000 Penalty: 3137.111816
	Iteration 78Q: 3 clusters Score -917914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -917914.062500 Penalty: 3137.111816
	Iteration 79Q: 3 clusters Score -917914.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -917913.437500 Penalty: 3137.111816
	Iteration 80F: 3 clusters Score -917913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -917914.625000 Penalty: 3137.111816
	Iteration 81Q: 3 clusters Score -917914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -917915.687500 Penalty: 3137.111816
	Iteration 82Q: 3 clusters Score -917915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -917916.875000 Penalty: 3137.111816
	Iteration 83Q: 3 clusters Score -917916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -917915.375000 Penalty: 3137.111816
	Iteration 84Q: 3 clusters Score -917915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -917916.812500 Penalty: 3137.111816
	Iteration 85Q: 3 clusters Score -917916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -917916.812500 Penalty: 3137.111816
	Iteration 86F: 3 clusters Score -917916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -671367.562500 Penalty: 1515.139648
	Iteration 0F: 2 clusters Score -671367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -663311.375000 Penalty: 3030.279297
	Iteration 0F: 3 clusters Score -663311.4 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -665878.375000 Penalty: 3030.279297
	Iteration 1F: 3 clusters Score -665878.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -666113.937500 Penalty: 3030.279297
	Iteration 2F: 3 clusters Score -666113.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -666288.812500 Penalty: 3030.279297
	Iteration 3Q: 3 clusters Score -666288.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -666417.687500 Penalty: 3030.279297
	Iteration 4Q: 3 clusters Score -666417.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -666535.062500 Penalty: 3030.279297
	Iteration 5Q: 3 clusters Score -666535.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -666640.437500 Penalty: 3030.279297
	Iteration 6Q: 3 clusters Score -666640.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -666742.625000 Penalty: 3030.279297
	Iteration 7Q: 3 clusters Score -666742.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -666873.000000 Penalty: 3030.279297
	Iteration 8Q: 3 clusters Score -666873 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -667051.812500 Penalty: 3030.279297
	Iteration 9Q: 3 clusters Score -667051.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -667264.750000 Penalty: 3030.279297
	Iteration 10Q: 3 clusters Score -667264.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -667552.312500 Penalty: 3030.279297
	Iteration 11Q: 3 clusters Score -667552.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -667907.000000 Penalty: 3030.279297
	Iteration 12Q: 3 clusters Score -667907 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -668322.000000 Penalty: 3030.279297
	Iteration 13Q: 3 clusters Score -668322 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -668772.437500 Penalty: 3030.279297
	Iteration 14Q: 3 clusters Score -668772.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -669122.125000 Penalty: 3030.279297
	Iteration 15Q: 3 clusters Score -669122.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -669413.187500 Penalty: 3030.279297
	Iteration 16Q: 3 clusters Score -669413.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -669616.187500 Penalty: 3030.279297
	Iteration 17Q: 3 clusters Score -669616.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -669768.875000 Penalty: 3030.279297
	Iteration 18Q: 3 clusters Score -669768.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -669870.687500 Penalty: 3030.279297
	Iteration 19Q: 3 clusters Score -669870.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -669935.062500 Penalty: 3030.279297
	Iteration 20F: 3 clusters Score -669935.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -669981.000000 Penalty: 3030.279297
	Iteration 21Q: 3 clusters Score -669981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -670009.062500 Penalty: 3030.279297
	Iteration 22Q: 3 clusters Score -670009.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -670027.062500 Penalty: 3030.279297
	Iteration 23Q: 3 clusters Score -670027.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -670037.312500 Penalty: 3030.279297
	Iteration 24Q: 3 clusters Score -670037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -670050.000000 Penalty: 3030.279297
	Iteration 25Q: 3 clusters Score -670050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -670063.187500 Penalty: 3030.279297
	Iteration 26Q: 3 clusters Score -670063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -670068.000000 Penalty: 3030.279297
	Iteration 27Q: 3 clusters Score -670068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -670070.062500 Penalty: 3030.279297
	Iteration 28Q: 3 clusters Score -670070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -670071.000000 Penalty: 3030.279297
	Iteration 29Q: 3 clusters Score -670071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -670071.000000 Penalty: 3030.279297
	Iteration 30F: 3 clusters Score -670071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -113711.734375 Penalty: 1234.658447
	Iteration 0F: 2 clusters Score -113711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -111604.515625 Penalty: 2469.316895
	Iteration 0F: 3 clusters Score -111604.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -112052.398438 Penalty: 2469.316895
	Iteration 1F: 3 clusters Score -112052.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -112176.546875 Penalty: 2469.316895
	Iteration 2F: 3 clusters Score -112176.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -112238.804688 Penalty: 2469.316895
	Iteration 3F: 3 clusters Score -112238.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -112273.000000 Penalty: 2469.316895
	Iteration 4Q: 3 clusters Score -112273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -112300.109375 Penalty: 2469.316895
	Iteration 5Q: 3 clusters Score -112300.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -112322.468750 Penalty: 2469.316895
	Iteration 6Q: 3 clusters Score -112322.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -112343.164062 Penalty: 2469.316895
	Iteration 7Q: 3 clusters Score -112343.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -112357.132812 Penalty: 2469.316895
	Iteration 8Q: 3 clusters Score -112357.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -112367.632812 Penalty: 2469.316895
	Iteration 9Q: 3 clusters Score -112367.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -112374.859375 Penalty: 2469.316895
	Iteration 10Q: 3 clusters Score -112374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -112382.390625 Penalty: 2469.316895
	Iteration 11Q: 3 clusters Score -112382.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -112393.226562 Penalty: 2469.316895
	Iteration 12Q: 3 clusters Score -112393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -112405.046875 Penalty: 2469.316895
	Iteration 13Q: 3 clusters Score -112405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -112418.289062 Penalty: 2469.316895
	Iteration 14Q: 3 clusters Score -112418.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -112436.828125 Penalty: 2469.316895
	Iteration 15Q: 3 clusters Score -112436.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -112459.335938 Penalty: 2469.316895
	Iteration 16Q: 3 clusters Score -112459.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -112484.750000 Penalty: 2469.316895
	Iteration 17Q: 3 clusters Score -112484.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -112528.406250 Penalty: 2469.316895
	Iteration 18Q: 3 clusters Score -112528.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -112578.765625 Penalty: 2469.316895
	Iteration 19Q: 3 clusters Score -112578.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -112619.078125 Penalty: 2469.316895
	Iteration 20F: 3 clusters Score -112619.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -112657.023438 Penalty: 2469.316895
	Iteration 21Q: 3 clusters Score -112657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -112693.890625 Penalty: 2469.316895
	Iteration 22Q: 3 clusters Score -112693.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -112721.726562 Penalty: 2469.316895
	Iteration 23Q: 3 clusters Score -112721.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -112754.953125 Penalty: 2469.316895
	Iteration 24Q: 3 clusters Score -112755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -112791.281250 Penalty: 2469.316895
	Iteration 25Q: 3 clusters Score -112791.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -112824.265625 Penalty: 2469.316895
	Iteration 26Q: 3 clusters Score -112824.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -112857.273438 Penalty: 2469.316895
	Iteration 27Q: 3 clusters Score -112857.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -112889.726562 Penalty: 2469.316895
	Iteration 28Q: 3 clusters Score -112889.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -112905.406250 Penalty: 2469.316895
	Iteration 29Q: 3 clusters Score -112905.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -112915.257812 Penalty: 2469.316895
	Iteration 30Q: 3 clusters Score -112915.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -112918.218750 Penalty: 2469.316895
	Iteration 31Q: 3 clusters Score -112918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -112923.242188 Penalty: 2469.316895
	Iteration 32Q: 3 clusters Score -112923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -112931.125000 Penalty: 2469.316895
	Iteration 33Q: 3 clusters Score -112931.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -112935.500000 Penalty: 2469.316895
	Iteration 34Q: 3 clusters Score -112935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -112938.320312 Penalty: 2469.316895
	Iteration 35Q: 3 clusters Score -112938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -112939.664062 Penalty: 2469.316895
	Iteration 36Q: 3 clusters Score -112939.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -112940.218750 Penalty: 2469.316895
	Iteration 37Q: 3 clusters Score -112940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -112940.218750 Penalty: 2469.316895
	Iteration 38F: 3 clusters Score -112940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 9428 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13179 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9628 members 
Mstep: Class 15 contains 499 members 
Mstep: Class 16 contains 5708 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4455 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 5924 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 3836 members 
Mstep: Class 26 contains 590 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25207 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3786 members 
Mstep: Class 32 contains 2129 members 
Mstep: Class 33 contains 8404 members 
Mstep: Class 34 contains 2190 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705622.000000 Penalty: 82366.320312
Iteration 79Q: 42 clusters Score -1.270562e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 13200 members 
Mstep: Class 7 contains 2944 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 9629 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 5921 members 
Mstep: Class 24 contains 4422 members 
Mstep: Class 25 contains 3827 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23270 members 
Mstep: Class 28 contains 25213 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 2148 members 
Mstep: Class 33 contains 8427 members 
Mstep: Class 34 contains 2194 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 1998 members 
Mstep: Class 38 contains 3351 members 
Mstep: Class 39 contains 677 members 
Mstep: Class 40 contains 4378 members 
Mstep: Class 41 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706134.000000 Penalty: 82366.320312
Iteration 80F: 42 clusters Score -1.270613e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 9425 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 13197 members 
Mstep: Class 7 contains 2954 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3295 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 8923 members 
Mstep: Class 18 contains 3961 members 
Mstep: Class 19 contains 4314 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 3824 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23272 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 2292 members 
Mstep: Class 31 contains 3770 members 
Mstep: Class 32 contains 2135 members 
Mstep: Class 33 contains 8372 members 
Mstep: Class 34 contains 2202 members 
Mstep: Class 35 contains 15561 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 2001 members 
Mstep: Class 38 contains 3374 members 
Mstep: Class 39 contains 718 members 
Mstep: Class 40 contains 4598 members 
Mstep: Class 41 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706512.000000 Penalty: 82366.320312
Iteration 81Q: 42 clusters Score -1.270651e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13549 members 
Mstep: Class 3 contains 9416 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 2965 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 2831 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 565 members 
Mstep: Class 16 contains 5699 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 3954 members 
Mstep: Class 19 contains 4240 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 3819 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23267 members 
Mstep: Class 28 contains 25210 members 
Mstep: Class 29 contains 1517 members 
Mstep: Class 30 contains 2290 members 
Mstep: Class 31 contains 3771 members 
Mstep: Class 32 contains 2130 members 
Mstep: Class 33 contains 8324 members 
Mstep: Class 34 contains 2217 members 
Mstep: Class 35 contains 15556 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 2002 members 
Mstep: Class 38 contains 3385 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 4746 members 
Mstep: Class 41 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706655.000000 Penalty: 82366.320312
Iteration 82Q: 42 clusters Score -1.270666e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 9410 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 2975 members 
Mstep: Class 8 contains 11255 members 
Mstep: Class 9 contains 6383 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 2827 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 570 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 8908 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 3816 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23263 members 
Mstep: Class 28 contains 25209 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 2290 members 
Mstep: Class 31 contains 3780 members 
Mstep: Class 32 contains 2131 members 
Mstep: Class 33 contains 8280 members 
Mstep: Class 34 contains 2230 members 
Mstep: Class 35 contains 15547 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 2002 members 
Mstep: Class 38 contains 3393 members 
Mstep: Class 39 contains 755 members 
Mstep: Class 40 contains 4861 members 
Mstep: Class 41 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706688.000000 Penalty: 82366.320312
Iteration 83Q: 42 clusters Score -1.270669e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13438 members 
Mstep: Class 3 contains 9402 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 13196 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 11256 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 2828 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 8903 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 4446 members 
Mstep: Class 25 contains 3812 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23260 members 
Mstep: Class 28 contains 25203 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 2290 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 2137 members 
Mstep: Class 33 contains 8240 members 
Mstep: Class 34 contains 2240 members 
Mstep: Class 35 contains 15538 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 3395 members 
Mstep: Class 39 contains 766 members 
Mstep: Class 40 contains 4964 members 
Mstep: Class 41 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706723.000000 Penalty: 82366.320312
Iteration 84Q: 42 clusters Score -1.270672e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13393 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 13197 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 11256 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 8894 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5908 members 
Mstep: Class 24 contains 4463 members 
Mstep: Class 25 contains 3808 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23257 members 
Mstep: Class 28 contains 25198 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 2291 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 2137 members 
Mstep: Class 33 contains 8204 members 
Mstep: Class 34 contains 2247 members 
Mstep: Class 35 contains 15530 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 2004 members 
Mstep: Class 38 contains 3402 members 
Mstep: Class 39 contains 777 members 
Mstep: Class 40 contains 5048 members 
Mstep: Class 41 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706809.000000 Penalty: 82366.320312
Iteration 85Q: 42 clusters Score -1.270681e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13361 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 11256 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 1158 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 9637 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 3807 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25192 members 
Mstep: Class 29 contains 1521 members 
Mstep: Class 30 contains 2291 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 2145 members 
Mstep: Class 33 contains 8172 members 
Mstep: Class 34 contains 2251 members 
Mstep: Class 35 contains 15527 members 
Mstep: Class 36 contains 11202 members 
Mstep: Class 37 contains 2008 members 
Mstep: Class 38 contains 3405 members 
Mstep: Class 39 contains 790 members 
Mstep: Class 40 contains 5124 members 
Mstep: Class 41 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706842.000000 Penalty: 82366.320312
Iteration 86Q: 42 clusters Score -1.270684e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 9392 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 476 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 3018 members 
Mstep: Class 8 contains 11256 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 3332 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 1157 members 
Mstep: Class 13 contains 549 members 
Mstep: Class 14 contains 9644 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 8870 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4483 members 
Mstep: Class 25 contains 3805 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25188 members 
Mstep: Class 29 contains 1525 members 
Mstep: Class 30 contains 2294 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 2154 members 
Mstep: Class 33 contains 8150 members 
Mstep: Class 34 contains 2251 members 
Mstep: Class 35 contains 15521 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 2011 members 
Mstep: Class 38 contains 3409 members 
Mstep: Class 39 contains 798 members 
Mstep: Class 40 contains 5191 members 
Mstep: Class 41 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12706960.000000 Penalty: 82366.320312
Iteration 87Q: 42 clusters Score -1.270696e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13302 members 
Mstep: Class 3 contains 9388 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 471 members 
Mstep: Class 6 contains 13182 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 2815 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9644 members 
Mstep: Class 15 contains 578 members 
Mstep: Class 16 contains 5688 members 
Mstep: Class 17 contains 8862 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4486 members 
Mstep: Class 25 contains 3804 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25190 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 2295 members 
Mstep: Class 31 contains 3799 members 
Mstep: Class 32 contains 2159 members 
Mstep: Class 33 contains 8128 members 
Mstep: Class 34 contains 2252 members 
Mstep: Class 35 contains 15517 members 
Mstep: Class 36 contains 11203 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 3412 members 
Mstep: Class 39 contains 804 members 
Mstep: Class 40 contains 5256 members 
Mstep: Class 41 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707044.000000 Penalty: 82366.320312
Iteration 88Q: 42 clusters Score -1.270704e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13286 members 
Mstep: Class 3 contains 9385 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 470 members 
Mstep: Class 6 contains 13171 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6388 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 3894 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4491 members 
Mstep: Class 25 contains 3803 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25192 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 3800 members 
Mstep: Class 32 contains 2164 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 2256 members 
Mstep: Class 35 contains 15508 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 3415 members 
Mstep: Class 39 contains 807 members 
Mstep: Class 40 contains 5316 members 
Mstep: Class 41 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707088.000000 Penalty: 82366.320312
Iteration 89Q: 42 clusters Score -1.270709e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13280 members 
Mstep: Class 3 contains 9382 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 6 contains 13160 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6387 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 2808 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4496 members 
Mstep: Class 25 contains 3801 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25192 members 
Mstep: Class 29 contains 1528 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 3800 members 
Mstep: Class 32 contains 2167 members 
Mstep: Class 33 contains 8050 members 
Mstep: Class 34 contains 2262 members 
Mstep: Class 35 contains 15502 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 809 members 
Mstep: Class 40 contains 5366 members 
Mstep: Class 41 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707139.000000 Penalty: 82366.320312
Iteration 90Q: 42 clusters Score -1.270714e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13271 members 
Mstep: Class 3 contains 9379 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 13147 members 
Mstep: Class 7 contains 3039 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 2806 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9649 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5687 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 3800 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25191 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 2169 members 
Mstep: Class 33 contains 7998 members 
Mstep: Class 34 contains 2266 members 
Mstep: Class 35 contains 15500 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 3423 members 
Mstep: Class 39 contains 808 members 
Mstep: Class 40 contains 5419 members 
Mstep: Class 41 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707224.000000 Penalty: 82366.320312
Iteration 91Q: 42 clusters Score -1.270722e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13261 members 
Mstep: Class 3 contains 9378 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 13123 members 
Mstep: Class 7 contains 3043 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6379 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 2805 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5687 members 
Mstep: Class 17 contains 8854 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4513 members 
Mstep: Class 25 contains 3799 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25192 members 
Mstep: Class 29 contains 1538 members 
Mstep: Class 30 contains 2297 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2171 members 
Mstep: Class 33 contains 7935 members 
Mstep: Class 34 contains 2274 members 
Mstep: Class 35 contains 15497 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 3425 members 
Mstep: Class 39 contains 809 members 
Mstep: Class 40 contains 5465 members 
Mstep: Class 41 contains 2603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707268.000000 Penalty: 82366.320312
Iteration 92Q: 42 clusters Score -1.270727e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 13248 members 
Mstep: Class 3 contains 9377 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6376 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 2802 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9649 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 8850 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 3708 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 3798 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25191 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 3807 members 
Mstep: Class 32 contains 2173 members 
Mstep: Class 33 contains 7870 members 
Mstep: Class 34 contains 2281 members 
Mstep: Class 35 contains 15497 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2014 members 
Mstep: Class 38 contains 3431 members 
Mstep: Class 39 contains 809 members 
Mstep: Class 40 contains 5522 members 
Mstep: Class 41 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707402.000000 Penalty: 82366.320312
Iteration 93Q: 42 clusters Score -1.27074e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13242 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 13077 members 
Mstep: Class 7 contains 3038 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 8846 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 3797 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25192 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 3807 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7798 members 
Mstep: Class 34 contains 2292 members 
Mstep: Class 35 contains 15496 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2014 members 
Mstep: Class 38 contains 3436 members 
Mstep: Class 39 contains 809 members 
Mstep: Class 40 contains 5567 members 
Mstep: Class 41 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707473.000000 Penalty: 82366.320312
Iteration 94Q: 42 clusters Score -1.270747e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13237 members 
Mstep: Class 3 contains 9375 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 13071 members 
Mstep: Class 7 contains 3030 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9647 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 4544 members 
Mstep: Class 25 contains 3796 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25199 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 3807 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7733 members 
Mstep: Class 34 contains 2311 members 
Mstep: Class 35 contains 15496 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2014 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 809 members 
Mstep: Class 40 contains 5602 members 
Mstep: Class 41 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707589.000000 Penalty: 82366.320312
Iteration 95Q: 42 clusters Score -1.270759e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13235 members 
Mstep: Class 3 contains 9375 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 13069 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 8824 members 
Mstep: Class 18 contains 3977 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5892 members 
Mstep: Class 24 contains 4554 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25198 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 3807 members 
Mstep: Class 32 contains 2173 members 
Mstep: Class 33 contains 7689 members 
Mstep: Class 34 contains 2323 members 
Mstep: Class 35 contains 15494 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 3439 members 
Mstep: Class 39 contains 810 members 
Mstep: Class 40 contains 5651 members 
Mstep: Class 41 contains 2811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707623.000000 Penalty: 82366.320312
Iteration 96Q: 42 clusters Score -1.270762e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13229 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13064 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 2798 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 8808 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 4558 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25202 members 
Mstep: Class 29 contains 1543 members 
Mstep: Class 30 contains 2298 members 
Mstep: Class 31 contains 3807 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7663 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 15492 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 812 members 
Mstep: Class 40 contains 5701 members 
Mstep: Class 41 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707660.000000 Penalty: 82366.320312
Iteration 97Q: 42 clusters Score -1.270766e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 4568 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25203 members 
Mstep: Class 29 contains 1547 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7647 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15491 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2016 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 811 members 
Mstep: Class 40 contains 5746 members 
Mstep: Class 41 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707663.000000 Penalty: 82366.320312
Iteration 98Q: 42 clusters Score -1.270766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13232 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13055 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 8778 members 
Mstep: Class 18 contains 3991 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 4575 members 
Mstep: Class 25 contains 3795 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25206 members 
Mstep: Class 29 contains 1547 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7631 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15492 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2016 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 811 members 
Mstep: Class 40 contains 5789 members 
Mstep: Class 41 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707691.000000 Penalty: 82366.320312
Iteration 99Q: 42 clusters Score -1.270769e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13232 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13051 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 3994 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 4577 members 
Mstep: Class 25 contains 3796 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25208 members 
Mstep: Class 29 contains 1547 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7618 members 
Mstep: Class 34 contains 2343 members 
Mstep: Class 35 contains 15489 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2016 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 811 members 
Mstep: Class 40 contains 5832 members 
Mstep: Class 41 contains 2900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707791.000000 Penalty: 82366.320312
Iteration 100F: 42 clusters Score -1.270779e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13236 members 
Mstep: Class 3 contains 9370 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13041 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 9664 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 18 contains 3995 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5892 members 
Mstep: Class 24 contains 4584 members 
Mstep: Class 25 contains 3795 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25209 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2176 members 
Mstep: Class 33 contains 7565 members 
Mstep: Class 34 contains 2343 members 
Mstep: Class 35 contains 15489 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 815 members 
Mstep: Class 40 contains 5867 members 
Mstep: Class 41 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707890.000000 Penalty: 82366.320312
Iteration 101Q: 42 clusters Score -1.270789e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13029 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 11257 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 9666 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 4586 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25214 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7522 members 
Mstep: Class 34 contains 2341 members 
Mstep: Class 35 contains 15488 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 5896 members 
Mstep: Class 41 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707946.000000 Penalty: 82366.320312
Iteration 102Q: 42 clusters Score -1.270795e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13236 members 
Mstep: Class 3 contains 9364 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 6 contains 13023 members 
Mstep: Class 7 contains 2987 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 9660 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 8746 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 3296 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 4590 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25216 members 
Mstep: Class 29 contains 1549 members 
Mstep: Class 30 contains 2299 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 2171 members 
Mstep: Class 33 contains 7494 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15488 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2016 members 
Mstep: Class 38 contains 3441 members 
Mstep: Class 39 contains 829 members 
Mstep: Class 40 contains 5932 members 
Mstep: Class 41 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12707983.000000 Penalty: 82366.320312
Iteration 103Q: 42 clusters Score -1.270798e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 9362 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 13009 members 
Mstep: Class 7 contains 2991 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2799 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 9653 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 5681 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2406 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 4596 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 3814 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 2341 members 
Mstep: Class 35 contains 15488 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3442 members 
Mstep: Class 39 contains 830 members 
Mstep: Class 40 contains 5967 members 
Mstep: Class 41 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708053.000000 Penalty: 82366.320312
Iteration 104Q: 42 clusters Score -1.270805e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13238 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 13004 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 1157 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 9646 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 5679 members 
Mstep: Class 17 contains 8736 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 4608 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 3817 members 
Mstep: Class 32 contains 2180 members 
Mstep: Class 33 contains 7456 members 
Mstep: Class 34 contains 2341 members 
Mstep: Class 35 contains 15486 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3443 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 6014 members 
Mstep: Class 41 contains 3103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708106.000000 Penalty: 82366.320312
Iteration 105Q: 42 clusters Score -1.270811e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 9348 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 2994 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6383 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9646 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 8724 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 3152 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 4621 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 3817 members 
Mstep: Class 32 contains 2188 members 
Mstep: Class 33 contains 7443 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15484 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 842 members 
Mstep: Class 40 contains 6063 members 
Mstep: Class 41 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708140.000000 Penalty: 82366.320312
Iteration 106Q: 42 clusters Score -1.270814e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 9341 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 12988 members 
Mstep: Class 7 contains 2995 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9640 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 4010 members 
Mstep: Class 19 contains 3106 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 4645 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 2301 members 
Mstep: Class 31 contains 3820 members 
Mstep: Class 32 contains 2204 members 
Mstep: Class 33 contains 7433 members 
Mstep: Class 34 contains 2343 members 
Mstep: Class 35 contains 15484 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3444 members 
Mstep: Class 39 contains 843 members 
Mstep: Class 40 contains 6102 members 
Mstep: Class 41 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708235.000000 Penalty: 82366.320312
Iteration 107Q: 42 clusters Score -1.270824e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13224 members 
Mstep: Class 3 contains 9333 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12980 members 
Mstep: Class 7 contains 2998 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9642 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 3065 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 4658 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 2302 members 
Mstep: Class 31 contains 3824 members 
Mstep: Class 32 contains 2210 members 
Mstep: Class 33 contains 7431 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15481 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 6136 members 
Mstep: Class 41 contains 3130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708271.000000 Penalty: 82366.320312
Iteration 108Q: 42 clusters Score -1.270827e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12976 members 
Mstep: Class 7 contains 2999 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9643 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 3026 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 4666 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25217 members 
Mstep: Class 29 contains 1555 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 3824 members 
Mstep: Class 32 contains 2216 members 
Mstep: Class 33 contains 7433 members 
Mstep: Class 34 contains 2345 members 
Mstep: Class 35 contains 15479 members 
Mstep: Class 36 contains 11204 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3448 members 
Mstep: Class 39 contains 848 members 
Mstep: Class 40 contains 6165 members 
Mstep: Class 41 contains 3136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708271.000000 Penalty: 82366.320312
Iteration 109Q: 42 clusters Score -1.270827e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13226 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12973 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9644 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 4669 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25218 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 3824 members 
Mstep: Class 32 contains 2224 members 
Mstep: Class 33 contains 7433 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15480 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3450 members 
Mstep: Class 39 contains 853 members 
Mstep: Class 40 contains 6186 members 
Mstep: Class 41 contains 3143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708307.000000 Penalty: 82366.320312
Iteration 110Q: 42 clusters Score -1.270831e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12975 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 2795 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9649 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5892 members 
Mstep: Class 24 contains 4674 members 
Mstep: Class 25 contains 3789 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25218 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 2305 members 
Mstep: Class 31 contains 3826 members 
Mstep: Class 32 contains 2238 members 
Mstep: Class 33 contains 7431 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15479 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 3452 members 
Mstep: Class 39 contains 854 members 
Mstep: Class 40 contains 6203 members 
Mstep: Class 41 contains 3152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708322.000000 Penalty: 82366.320312
Iteration 111Q: 42 clusters Score -1.270832e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 9321 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12978 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6393 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9649 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 8650 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5892 members 
Mstep: Class 24 contains 4677 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25218 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 2306 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 2239 members 
Mstep: Class 33 contains 7427 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15480 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2016 members 
Mstep: Class 38 contains 3456 members 
Mstep: Class 39 contains 854 members 
Mstep: Class 40 contains 6226 members 
Mstep: Class 41 contains 3158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708338.000000 Penalty: 82366.320312
Iteration 112Q: 42 clusters Score -1.270834e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 9319 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 2791 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9651 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 1585 members 
Mstep: Class 30 contains 2306 members 
Mstep: Class 31 contains 3827 members 
Mstep: Class 32 contains 2242 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15480 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2016 members 
Mstep: Class 38 contains 3458 members 
Mstep: Class 39 contains 856 members 
Mstep: Class 40 contains 6253 members 
Mstep: Class 41 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708340.000000 Penalty: 82366.320312
Iteration 113Q: 42 clusters Score -1.270834e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13212 members 
Mstep: Class 3 contains 9317 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12985 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9655 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 8616 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 4688 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1590 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2251 members 
Mstep: Class 33 contains 7426 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15477 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3459 members 
Mstep: Class 39 contains 855 members 
Mstep: Class 40 contains 6286 members 
Mstep: Class 41 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708304.000000 Penalty: 82366.320312
Iteration 114Q: 42 clusters Score -1.27083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12992 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 8599 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2807 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4692 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2259 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3461 members 
Mstep: Class 39 contains 855 members 
Mstep: Class 40 contains 6307 members 
Mstep: Class 41 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708304.000000 Penalty: 82366.320312
Iteration 115Q: 42 clusters Score -1.27083e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13202 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12996 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9662 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1601 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 7424 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3464 members 
Mstep: Class 39 contains 856 members 
Mstep: Class 40 contains 6329 members 
Mstep: Class 41 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708287.000000 Penalty: 82366.320312
Iteration 116Q: 42 clusters Score -1.270829e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13197 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9667 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5663 members 
Mstep: Class 17 contains 8574 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4693 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1603 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3826 members 
Mstep: Class 32 contains 2272 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3466 members 
Mstep: Class 39 contains 856 members 
Mstep: Class 40 contains 6352 members 
Mstep: Class 41 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708284.000000 Penalty: 82366.320312
Iteration 117Q: 42 clusters Score -1.270828e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13193 members 
Mstep: Class 3 contains 9312 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12996 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9671 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 8569 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2730 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3825 members 
Mstep: Class 32 contains 2271 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3466 members 
Mstep: Class 39 contains 856 members 
Mstep: Class 40 contains 6374 members 
Mstep: Class 41 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708322.000000 Penalty: 82366.320312
Iteration 118Q: 42 clusters Score -1.270832e+07 nChanged 48
Entering ConstructFrom: 
Score: -12708322.000000 Penalty: 82366.320312
Entering ConstructFrom: 
Trying to split cluster 1 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -144597.015625 Penalty: 1275.641846
	Iteration 0F: 2 clusters Score -144597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -142137.953125 Penalty: 2551.283691
	Iteration 0F: 3 clusters Score -142138 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -142756.062500 Penalty: 2551.283691
	Iteration 1F: 3 clusters Score -142756.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -142958.906250 Penalty: 2551.283691
	Iteration 2F: 3 clusters Score -142958.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -143143.140625 Penalty: 2551.283691
	Iteration 3F: 3 clusters Score -143143.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143317.890625 Penalty: 2551.283691
	Iteration 4F: 3 clusters Score -143317.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -143432.843750 Penalty: 2551.283691
	Iteration 5F: 3 clusters Score -143432.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -143539.578125 Penalty: 2551.283691
	Iteration 6Q: 3 clusters Score -143539.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -143652.312500 Penalty: 2551.283691
	Iteration 7Q: 3 clusters Score -143652.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -143746.609375 Penalty: 2551.283691
	Iteration 8Q: 3 clusters Score -143746.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -143813.593750 Penalty: 2551.283691
	Iteration 9Q: 3 clusters Score -143813.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -143878.421875 Penalty: 2551.283691
	Iteration 10Q: 3 clusters Score -143878.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -143940.703125 Penalty: 2551.283691
	Iteration 11Q: 3 clusters Score -143940.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144001.390625 Penalty: 2551.283691
	Iteration 12Q: 3 clusters Score -144001.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -144060.843750 Penalty: 2551.283691
	Iteration 13Q: 3 clusters Score -144060.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -144104.515625 Penalty: 2551.283691
	Iteration 14Q: 3 clusters Score -144104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -144129.234375 Penalty: 2551.283691
	Iteration 15Q: 3 clusters Score -144129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -144157.578125 Penalty: 2551.283691
	Iteration 16Q: 3 clusters Score -144157.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144172.515625 Penalty: 2551.283691
	Iteration 17Q: 3 clusters Score -144172.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144179.062500 Penalty: 2551.283691
	Iteration 18Q: 3 clusters Score -144179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144183.359375 Penalty: 2551.283691
	Iteration 19Q: 3 clusters Score -144183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144185.562500 Penalty: 2551.283691
	Iteration 20F: 3 clusters Score -144185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144188.515625 Penalty: 2551.283691
	Iteration 21Q: 3 clusters Score -144188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144189.562500 Penalty: 2551.283691
	Iteration 22Q: 3 clusters Score -144189.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144189.562500 Penalty: 2551.283691
	Iteration 23F: 3 clusters Score -144189.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Entering Unmasked Estep 
Score: -761874.125000 Penalty: 1541.684692
	Iteration 0F: 2 clusters Score -761874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -752633.312500 Penalty: 3083.369385
	Iteration 0F: 3 clusters Score -752633.3 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -755771.062500 Penalty: 3083.369385
	Iteration 1F: 3 clusters Score -755771.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -756073.125000 Penalty: 3083.369385
	Iteration 2F: 3 clusters Score -756073.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -756357.562500 Penalty: 3083.369385
	Iteration 3F: 3 clusters Score -756357.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -756657.437500 Penalty: 3083.369385
	Iteration 4F: 3 clusters Score -756657.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -756970.312500 Penalty: 3083.369385
	Iteration 5Q: 3 clusters Score -756970.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -757357.312500 Penalty: 3083.369385
	Iteration 6F: 3 clusters Score -757357.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -757817.062500 Penalty: 3083.369385
	Iteration 7F: 3 clusters Score -757817.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -758307.812500 Penalty: 3083.369385
	Iteration 8F: 3 clusters Score -758307.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -758806.187500 Penalty: 3083.369385
	Iteration 9F: 3 clusters Score -758806.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -759244.937500 Penalty: 3083.369385
	Iteration 10Q: 3 clusters Score -759244.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -759626.812500 Penalty: 3083.369385
	Iteration 11Q: 3 clusters Score -759626.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -759902.062500 Penalty: 3083.369385
	Iteration 12Q: 3 clusters Score -759902.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -760129.875000 Penalty: 3083.369385
	Iteration 13Q: 3 clusters Score -760129.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -760278.437500 Penalty: 3083.369385
	Iteration 14Q: 3 clusters Score -760278.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -760370.375000 Penalty: 3083.369385
	Iteration 15Q: 3 clusters Score -760370.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -760418.625000 Penalty: 3083.369385
	Iteration 16Q: 3 clusters Score -760418.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -760456.625000 Penalty: 3083.369385
	Iteration 17Q: 3 clusters Score -760456.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -760475.875000 Penalty: 3083.369385
	Iteration 18Q: 3 clusters Score -760475.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -760488.687500 Penalty: 3083.369385
	Iteration 19Q: 3 clusters Score -760488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -760503.500000 Penalty: 3083.369385
	Iteration 20F: 3 clusters Score -760503.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -760513.000000 Penalty: 3083.369385
	Iteration 21Q: 3 clusters Score -760513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -760518.375000 Penalty: 3083.369385
	Iteration 22Q: 3 clusters Score -760518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -760520.437500 Penalty: 3083.369385
	Iteration 23Q: 3 clusters Score -760520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -760523.000000 Penalty: 3083.369385
	Iteration 24Q: 3 clusters Score -760523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -760526.875000 Penalty: 3083.369385
	Iteration 25Q: 3 clusters Score -760526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -760529.875000 Penalty: 3083.369385
	Iteration 26Q: 3 clusters Score -760529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -760529.062500 Penalty: 3083.369385
	Iteration 27Q: 3 clusters Score -760529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -760530.000000 Penalty: 3083.369385
	Iteration 28Q: 3 clusters Score -760530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -760532.250000 Penalty: 3083.369385
	Iteration 29Q: 3 clusters Score -760532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -760532.250000 Penalty: 3083.369385
	Iteration 30F: 3 clusters Score -760532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -536408.750000 Penalty: 1485.062256
	Iteration 0F: 2 clusters Score -536408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -529727.000000 Penalty: 2970.124512
	Iteration 0F: 3 clusters Score -529727 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -531808.375000 Penalty: 2970.124512
	Iteration 1F: 3 clusters Score -531808.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -532045.437500 Penalty: 2970.124512
	Iteration 2F: 3 clusters Score -532045.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -532233.187500 Penalty: 2970.124512
	Iteration 3F: 3 clusters Score -532233.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -532371.750000 Penalty: 2970.124512
	Iteration 4Q: 3 clusters Score -532371.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -532483.875000 Penalty: 2970.124512
	Iteration 5Q: 3 clusters Score -532483.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -532579.562500 Penalty: 2970.124512
	Iteration 6Q: 3 clusters Score -532579.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -532668.312500 Penalty: 2970.124512
	Iteration 7Q: 3 clusters Score -532668.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -532757.937500 Penalty: 2970.124512
	Iteration 8Q: 3 clusters Score -532757.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -532840.625000 Penalty: 2970.124512
	Iteration 9Q: 3 clusters Score -532840.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -532927.625000 Penalty: 2970.124512
	Iteration 10Q: 3 clusters Score -532927.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -533036.062500 Penalty: 2970.124512
	Iteration 11Q: 3 clusters Score -533036.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -533139.187500 Penalty: 2970.124512
	Iteration 12Q: 3 clusters Score -533139.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -533235.437500 Penalty: 2970.124512
	Iteration 13Q: 3 clusters Score -533235.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -533313.937500 Penalty: 2970.124512
	Iteration 14Q: 3 clusters Score -533313.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -533375.562500 Penalty: 2970.124512
	Iteration 15Q: 3 clusters Score -533375.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -533432.562500 Penalty: 2970.124512
	Iteration 16Q: 3 clusters Score -533432.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -533506.625000 Penalty: 2970.124512
	Iteration 17Q: 3 clusters Score -533506.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -533578.437500 Penalty: 2970.124512
	Iteration 18Q: 3 clusters Score -533578.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -533654.562500 Penalty: 2970.124512
	Iteration 19Q: 3 clusters Score -533654.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -533740.375000 Penalty: 2970.124512
	Iteration 20F: 3 clusters Score -533740.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -533827.000000 Penalty: 2970.124512
	Iteration 21Q: 3 clusters Score -533827 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -533918.937500 Penalty: 2970.124512
	Iteration 22Q: 3 clusters Score -533918.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -534034.437500 Penalty: 2970.124512
	Iteration 23Q: 3 clusters Score -534034.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -534166.312500 Penalty: 2970.124512
	Iteration 24Q: 3 clusters Score -534166.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -534304.312500 Penalty: 2970.124512
	Iteration 25Q: 3 clusters Score -534304.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -534430.125000 Penalty: 2970.124512
	Iteration 26Q: 3 clusters Score -534430.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -534535.437500 Penalty: 2970.124512
	Iteration 27Q: 3 clusters Score -534535.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -534605.812500 Penalty: 2970.124512
	Iteration 28Q: 3 clusters Score -534605.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -534671.187500 Penalty: 2970.124512
	Iteration 29Q: 3 clusters Score -534671.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -534720.250000 Penalty: 2970.124512
	Iteration 30Q: 3 clusters Score -534720.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -534759.062500 Penalty: 2970.124512
	Iteration 31Q: 3 clusters Score -534759.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -534792.187500 Penalty: 2970.124512
	Iteration 32Q: 3 clusters Score -534792.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -534821.812500 Penalty: 2970.124512
	Iteration 33Q: 3 clusters Score -534821.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -534854.000000 Penalty: 2970.124512
	Iteration 34Q: 3 clusters Score -534854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -534877.500000 Penalty: 2970.124512
	Iteration 35Q: 3 clusters Score -534877.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -534908.562500 Penalty: 2970.124512
	Iteration 36Q: 3 clusters Score -534908.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -534941.187500 Penalty: 2970.124512
	Iteration 37Q: 3 clusters Score -534941.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -534978.437500 Penalty: 2970.124512
	Iteration 38Q: 3 clusters Score -534978.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -535011.750000 Penalty: 2970.124512
	Iteration 39Q: 3 clusters Score -535011.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -535040.000000 Penalty: 2970.124512
	Iteration 40F: 3 clusters Score -535040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -535061.062500 Penalty: 2970.124512
	Iteration 41Q: 3 clusters Score -535061.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -535085.750000 Penalty: 2970.124512
	Iteration 42Q: 3 clusters Score -535085.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -535099.437500 Penalty: 2970.124512
	Iteration 43Q: 3 clusters Score -535099.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -535111.312500 Penalty: 2970.124512
	Iteration 44Q: 3 clusters Score -535111.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -535122.062500 Penalty: 2970.124512
	Iteration 45Q: 3 clusters Score -535122.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -535131.437500 Penalty: 2970.124512
	Iteration 46Q: 3 clusters Score -535131.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -535137.875000 Penalty: 2970.124512
	Iteration 47Q: 3 clusters Score -535137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -535147.062500 Penalty: 2970.124512
	Iteration 48Q: 3 clusters Score -535147.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -535163.812500 Penalty: 2970.124512
	Iteration 49Q: 3 clusters Score -535163.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -535173.875000 Penalty: 2970.124512
	Iteration 50Q: 3 clusters Score -535173.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -535182.062500 Penalty: 2970.124512
	Iteration 51Q: 3 clusters Score -535182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -535185.687500 Penalty: 2970.124512
	Iteration 52Q: 3 clusters Score -535185.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -535187.375000 Penalty: 2970.124512
	Iteration 53Q: 3 clusters Score -535187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -535189.500000 Penalty: 2970.124512
	Iteration 54Q: 3 clusters Score -535189.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -535191.687500 Penalty: 2970.124512
	Iteration 55Q: 3 clusters Score -535191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -535193.125000 Penalty: 2970.124512
	Iteration 56Q: 3 clusters Score -535193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -535192.187500 Penalty: 2970.124512
	Iteration 57Q: 3 clusters Score -535192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -535192.875000 Penalty: 2970.124512
	Iteration 58Q: 3 clusters Score -535192.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -535193.375000 Penalty: 2970.124512
	Iteration 59Q: 3 clusters Score -535193.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -535193.375000 Penalty: 2970.124512
	Iteration 60F: 3 clusters Score -535193.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -300504.281250 Penalty: 1383.978882
	Iteration 0F: 2 clusters Score -300504.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -296527.562500 Penalty: 2767.957764
	Iteration 0F: 3 clusters Score -296527.6 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -297606.562500 Penalty: 2767.957764
	Iteration 1F: 3 clusters Score -297606.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -297789.781250 Penalty: 2767.957764
	Iteration 2F: 3 clusters Score -297789.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -297910.656250 Penalty: 2767.957764
	Iteration 3F: 3 clusters Score -297910.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -297993.500000 Penalty: 2767.957764
	Iteration 4Q: 3 clusters Score -297993.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -298071.437500 Penalty: 2767.957764
	Iteration 5Q: 3 clusters Score -298071.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -298131.437500 Penalty: 2767.957764
	Iteration 6Q: 3 clusters Score -298131.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -298191.750000 Penalty: 2767.957764
	Iteration 7Q: 3 clusters Score -298191.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -298250.656250 Penalty: 2767.957764
	Iteration 8Q: 3 clusters Score -298250.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -298311.343750 Penalty: 2767.957764
	Iteration 9Q: 3 clusters Score -298311.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -298379.156250 Penalty: 2767.957764
	Iteration 10Q: 3 clusters Score -298379.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -298456.500000 Penalty: 2767.957764
	Iteration 11Q: 3 clusters Score -298456.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -298546.593750 Penalty: 2767.957764
	Iteration 12Q: 3 clusters Score -298546.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -298640.250000 Penalty: 2767.957764
	Iteration 13Q: 3 clusters Score -298640.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -298728.500000 Penalty: 2767.957764
	Iteration 14Q: 3 clusters Score -298728.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -298827.437500 Penalty: 2767.957764
	Iteration 15Q: 3 clusters Score -298827.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -298915.406250 Penalty: 2767.957764
	Iteration 16Q: 3 clusters Score -298915.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -298981.343750 Penalty: 2767.957764
	Iteration 17Q: 3 clusters Score -298981.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -299027.250000 Penalty: 2767.957764
	Iteration 18Q: 3 clusters Score -299027.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -299057.468750 Penalty: 2767.957764
	Iteration 19Q: 3 clusters Score -299057.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -299082.187500 Penalty: 2767.957764
	Iteration 20F: 3 clusters Score -299082.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -299101.281250 Penalty: 2767.957764
	Iteration 21Q: 3 clusters Score -299101.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -299120.031250 Penalty: 2767.957764
	Iteration 22Q: 3 clusters Score -299120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -299137.125000 Penalty: 2767.957764
	Iteration 23Q: 3 clusters Score -299137.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -299155.593750 Penalty: 2767.957764
	Iteration 24Q: 3 clusters Score -299155.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -299165.062500 Penalty: 2767.957764
	Iteration 25Q: 3 clusters Score -299165.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -299176.125000 Penalty: 2767.957764
	Iteration 26Q: 3 clusters Score -299176.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -299188.000000 Penalty: 2767.957764
	Iteration 27Q: 3 clusters Score -299188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -299196.437500 Penalty: 2767.957764
	Iteration 28Q: 3 clusters Score -299196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -299199.937500 Penalty: 2767.957764
	Iteration 29Q: 3 clusters Score -299199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -299203.718750 Penalty: 2767.957764
	Iteration 30Q: 3 clusters Score -299203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -299208.156250 Penalty: 2767.957764
	Iteration 31Q: 3 clusters Score -299208.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -299212.843750 Penalty: 2767.957764
	Iteration 32Q: 3 clusters Score -299212.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -299222.281250 Penalty: 2767.957764
	Iteration 33Q: 3 clusters Score -299222.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -299228.250000 Penalty: 2767.957764
	Iteration 34Q: 3 clusters Score -299228.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -299233.281250 Penalty: 2767.957764
	Iteration 35Q: 3 clusters Score -299233.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -299236.218750 Penalty: 2767.957764
	Iteration 36Q: 3 clusters Score -299236.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -299239.031250 Penalty: 2767.957764
	Iteration 37Q: 3 clusters Score -299239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -299240.562500 Penalty: 2767.957764
	Iteration 38Q: 3 clusters Score -299240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -299242.562500 Penalty: 2767.957764
	Iteration 39Q: 3 clusters Score -299242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -299244.468750 Penalty: 2767.957764
	Iteration 40F: 3 clusters Score -299244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -299243.968750 Penalty: 2767.957764
	Iteration 41Q: 3 clusters Score -299244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -299244.031250 Penalty: 2767.957764
	Iteration 42Q: 3 clusters Score -299244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -299244.031250 Penalty: 2767.957764
	Iteration 43F: 3 clusters Score -299244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -22805.583984 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -22805.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21802.312500 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -21802.31 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22080.796875 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -22080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22173.642578 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -22173.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22212.730469 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -22212.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22226.107422 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -22226.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22237.123047 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -22237.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22237.525391 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -22237.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22241.980469 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -22241.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22249.166016 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -22249.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22257.914062 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -22257.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22305.642578 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -22305.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22381.476562 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -22381.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22439.810547 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -22439.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22495.089844 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -22495.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22561.425781 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -22561.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -22619.529297 Penalty: 1996.162109
	Iteration 15Q: 3 clusters Score -22619.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22676.992188 Penalty: 1996.162109
	Iteration 16Q: 3 clusters Score -22676.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22711.376953 Penalty: 1996.162109
	Iteration 17Q: 3 clusters Score -22711.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22735.900391 Penalty: 1996.162109
	Iteration 18Q: 3 clusters Score -22735.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22755.671875 Penalty: 1996.162109
	Iteration 19Q: 3 clusters Score -22755.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22759.332031 Penalty: 1996.162109
	Iteration 20F: 3 clusters Score -22759.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22765.615234 Penalty: 1996.162109
	Iteration 21Q: 3 clusters Score -22765.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22768.781250 Penalty: 1996.162109
	Iteration 22Q: 3 clusters Score -22768.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22768.781250 Penalty: 1996.162109
	Iteration 23F: 3 clusters Score -22768.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Entering Unmasked Estep 
Score: -769399.625000 Penalty: 1539.277100
	Iteration 0F: 2 clusters Score -769399.6 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 6490 members 
Entering Unmasked Estep 
Score: -760350.750000 Penalty: 3078.554199
	Iteration 0F: 3 clusters Score -760350.8 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -763296.312500 Penalty: 3078.554199
	Iteration 1F: 3 clusters Score -763296.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -763653.875000 Penalty: 3078.554199
	Iteration 2F: 3 clusters Score -763653.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -764003.375000 Penalty: 3078.554199
	Iteration 3F: 3 clusters Score -764003.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -764399.250000 Penalty: 3078.554199
	Iteration 4F: 3 clusters Score -764399.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -764847.375000 Penalty: 3078.554199
	Iteration 5F: 3 clusters Score -764847.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -765291.062500 Penalty: 3078.554199
	Iteration 6F: 3 clusters Score -765291.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -765739.500000 Penalty: 3078.554199
	Iteration 7F: 3 clusters Score -765739.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -766190.250000 Penalty: 3078.554199
	Iteration 8F: 3 clusters Score -766190.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -766684.000000 Penalty: 3078.554199
	Iteration 9F: 3 clusters Score -766684 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -767193.500000 Penalty: 3078.554199
	Iteration 10Q: 3 clusters Score -767193.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -767771.312500 Penalty: 3078.554199
	Iteration 11Q: 3 clusters Score -767771.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -768274.062500 Penalty: 3078.554199
	Iteration 12Q: 3 clusters Score -768274.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -768658.750000 Penalty: 3078.554199
	Iteration 13Q: 3 clusters Score -768658.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -768925.187500 Penalty: 3078.554199
	Iteration 14Q: 3 clusters Score -768925.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -769059.687500 Penalty: 3078.554199
	Iteration 15Q: 3 clusters Score -769059.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -769112.500000 Penalty: 3078.554199
	Iteration 16Q: 3 clusters Score -769112.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -769144.812500 Penalty: 3078.554199
	Iteration 17Q: 3 clusters Score -769144.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -769156.187500 Penalty: 3078.554199
	Iteration 18Q: 3 clusters Score -769156.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -769160.187500 Penalty: 3078.554199
	Iteration 19Q: 3 clusters Score -769160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -769163.687500 Penalty: 3078.554199
	Iteration 20F: 3 clusters Score -769163.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -769168.062500 Penalty: 3078.554199
	Iteration 21Q: 3 clusters Score -769168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -769171.500000 Penalty: 3078.554199
	Iteration 22Q: 3 clusters Score -769171.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -769172.375000 Penalty: 3078.554199
	Iteration 23Q: 3 clusters Score -769172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -769172.687500 Penalty: 3078.554199
	Iteration 24Q: 3 clusters Score -769172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -769174.625000 Penalty: 3078.554199
	Iteration 25Q: 3 clusters Score -769174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -769172.312500 Penalty: 3078.554199
	Iteration 26Q: 3 clusters Score -769172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -769175.000000 Penalty: 3078.554199
	Iteration 27Q: 3 clusters Score -769175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -769175.000000 Penalty: 3078.554199
	Iteration 28Q: 3 clusters Score -769175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -769175.000000 Penalty: 3078.554199
	Iteration 29F: 3 clusters Score -769175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -169542.109375 Penalty: 1301.305298
	Iteration 0F: 2 clusters Score -169542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -166807.968750 Penalty: 2602.610596
	Iteration 0F: 3 clusters Score -166808 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -167472.406250 Penalty: 2602.610596
	Iteration 1F: 3 clusters Score -167472.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -167686.125000 Penalty: 2602.610596
	Iteration 2F: 3 clusters Score -167686.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -167852.000000 Penalty: 2602.610596
	Iteration 3F: 3 clusters Score -167852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -168006.968750 Penalty: 2602.610596
	Iteration 4F: 3 clusters Score -168007 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -168165.765625 Penalty: 2602.610596
	Iteration 5F: 3 clusters Score -168165.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -168338.156250 Penalty: 2602.610596
	Iteration 6F: 3 clusters Score -168338.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -168609.171875 Penalty: 2602.610596
	Iteration 7F: 3 clusters Score -168609.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -168886.859375 Penalty: 2602.610596
	Iteration 8F: 3 clusters Score -168886.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -169095.906250 Penalty: 2602.610596
	Iteration 9F: 3 clusters Score -169095.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -169284.484375 Penalty: 2602.610596
	Iteration 10Q: 3 clusters Score -169284.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169438.890625 Penalty: 2602.610596
	Iteration 11Q: 3 clusters Score -169438.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -169519.968750 Penalty: 2602.610596
	Iteration 12Q: 3 clusters Score -169520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -169559.265625 Penalty: 2602.610596
	Iteration 13Q: 3 clusters Score -169559.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -169580.718750 Penalty: 2602.610596
	Iteration 14Q: 3 clusters Score -169580.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -169593.468750 Penalty: 2602.610596
	Iteration 15Q: 3 clusters Score -169593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -169600.187500 Penalty: 2602.610596
	Iteration 16Q: 3 clusters Score -169600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -169600.984375 Penalty: 2602.610596
	Iteration 17Q: 3 clusters Score -169601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -169601.328125 Penalty: 2602.610596
	Iteration 18Q: 3 clusters Score -169601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -169604.234375 Penalty: 2602.610596
	Iteration 19F: 3 clusters Score -169604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -169605.734375 Penalty: 2602.610596
	Iteration 20F: 3 clusters Score -169605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -169606.000000 Penalty: 2602.610596
	Iteration 21Q: 3 clusters Score -169606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -169606.000000 Penalty: 2602.610596
	Iteration 22F: 3 clusters Score -169606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9672 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 8566 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4695 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3825 members 
Mstep: Class 32 contains 2274 members 
Mstep: Class 33 contains 7424 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3467 members 
Mstep: Class 39 contains 856 members 
Mstep: Class 40 contains 6384 members 
Mstep: Class 41 contains 3170 members 
Mstep: Class 42 contains 1082 members 
Entering Unmasked Estep 
Score: -12707685.000000 Penalty: 84375.257812
Splitting cluster 7 changes total score from -12708322.000000 to -12707685.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -654698.187500 Penalty: 1515.935669
	Iteration 0F: 2 clusters Score -654698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -646707.687500 Penalty: 3031.871338
	Iteration 0F: 3 clusters Score -646707.7 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -649365.875000 Penalty: 3031.871338
	Iteration 1F: 3 clusters Score -649365.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -649583.187500 Penalty: 3031.871338
	Iteration 2F: 3 clusters Score -649583.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -649737.750000 Penalty: 3031.871338
	Iteration 3Q: 3 clusters Score -649737.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -649830.125000 Penalty: 3031.871338
	Iteration 4Q: 3 clusters Score -649830.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -649907.375000 Penalty: 3031.871338
	Iteration 5Q: 3 clusters Score -649907.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -649986.812500 Penalty: 3031.871338
	Iteration 6Q: 3 clusters Score -649986.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -650071.750000 Penalty: 3031.871338
	Iteration 7Q: 3 clusters Score -650071.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -650170.875000 Penalty: 3031.871338
	Iteration 8Q: 3 clusters Score -650170.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -650307.750000 Penalty: 3031.871338
	Iteration 9Q: 3 clusters Score -650307.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -650490.375000 Penalty: 3031.871338
	Iteration 10Q: 3 clusters Score -650490.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -650741.437500 Penalty: 3031.871338
	Iteration 11Q: 3 clusters Score -650741.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -651043.062500 Penalty: 3031.871338
	Iteration 12Q: 3 clusters Score -651043.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -651369.937500 Penalty: 3031.871338
	Iteration 13F: 3 clusters Score -651369.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -651689.312500 Penalty: 3031.871338
	Iteration 14Q: 3 clusters Score -651689.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -651992.812500 Penalty: 3031.871338
	Iteration 15Q: 3 clusters Score -651992.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -652301.875000 Penalty: 3031.871338
	Iteration 16Q: 3 clusters Score -652301.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -652551.312500 Penalty: 3031.871338
	Iteration 17Q: 3 clusters Score -652551.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -652765.750000 Penalty: 3031.871338
	Iteration 18Q: 3 clusters Score -652765.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -652927.437500 Penalty: 3031.871338
	Iteration 19Q: 3 clusters Score -652927.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -653059.187500 Penalty: 3031.871338
	Iteration 20F: 3 clusters Score -653059.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -653160.125000 Penalty: 3031.871338
	Iteration 21Q: 3 clusters Score -653160.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -653221.000000 Penalty: 3031.871338
	Iteration 22Q: 3 clusters Score -653221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -653257.812500 Penalty: 3031.871338
	Iteration 23Q: 3 clusters Score -653257.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -653286.312500 Penalty: 3031.871338
	Iteration 24Q: 3 clusters Score -653286.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -653308.812500 Penalty: 3031.871338
	Iteration 25Q: 3 clusters Score -653308.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -653328.875000 Penalty: 3031.871338
	Iteration 26Q: 3 clusters Score -653328.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -653350.250000 Penalty: 3031.871338
	Iteration 27Q: 3 clusters Score -653350.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -653370.250000 Penalty: 3031.871338
	Iteration 28Q: 3 clusters Score -653370.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -653385.687500 Penalty: 3031.871338
	Iteration 29Q: 3 clusters Score -653385.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -653392.562500 Penalty: 3031.871338
	Iteration 30Q: 3 clusters Score -653392.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -653398.062500 Penalty: 3031.871338
	Iteration 31Q: 3 clusters Score -653398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -653406.000000 Penalty: 3031.871338
	Iteration 32Q: 3 clusters Score -653406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -653413.000000 Penalty: 3031.871338
	Iteration 33Q: 3 clusters Score -653413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -653417.062500 Penalty: 3031.871338
	Iteration 34Q: 3 clusters Score -653417.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -653425.562500 Penalty: 3031.871338
	Iteration 35Q: 3 clusters Score -653425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -653431.312500 Penalty: 3031.871338
	Iteration 36Q: 3 clusters Score -653431.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -653438.562500 Penalty: 3031.871338
	Iteration 37Q: 3 clusters Score -653438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -653447.812500 Penalty: 3031.871338
	Iteration 38Q: 3 clusters Score -653447.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -653452.812500 Penalty: 3031.871338
	Iteration 39Q: 3 clusters Score -653452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -653455.562500 Penalty: 3031.871338
	Iteration 40F: 3 clusters Score -653455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -653460.125000 Penalty: 3031.871338
	Iteration 41Q: 3 clusters Score -653460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -653463.250000 Penalty: 3031.871338
	Iteration 42Q: 3 clusters Score -653463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -653465.937500 Penalty: 3031.871338
	Iteration 43Q: 3 clusters Score -653465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -653467.000000 Penalty: 3031.871338
	Iteration 44Q: 3 clusters Score -653467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -653467.500000 Penalty: 3031.871338
	Iteration 45Q: 3 clusters Score -653467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -653467.500000 Penalty: 3031.871338
	Iteration 46F: 3 clusters Score -653467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Entering Unmasked Estep 
Score: -365081.593750 Penalty: 1424.158691
	Iteration 0F: 2 clusters Score -365081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -360189.531250 Penalty: 2848.317383
	Iteration 0F: 3 clusters Score -360189.5 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -361623.125000 Penalty: 2848.317383
	Iteration 1F: 3 clusters Score -361623.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -361839.218750 Penalty: 2848.317383
	Iteration 2F: 3 clusters Score -361839.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -361989.718750 Penalty: 2848.317383
	Iteration 3F: 3 clusters Score -361989.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -362098.562500 Penalty: 2848.317383
	Iteration 4Q: 3 clusters Score -362098.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -362201.187500 Penalty: 2848.317383
	Iteration 5Q: 3 clusters Score -362201.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -362292.875000 Penalty: 2848.317383
	Iteration 6Q: 3 clusters Score -362292.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -362395.187500 Penalty: 2848.317383
	Iteration 7Q: 3 clusters Score -362395.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -362526.687500 Penalty: 2848.317383
	Iteration 8Q: 3 clusters Score -362526.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -362690.812500 Penalty: 2848.317383
	Iteration 9Q: 3 clusters Score -362690.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -362872.000000 Penalty: 2848.317383
	Iteration 10Q: 3 clusters Score -362872 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -363049.468750 Penalty: 2848.317383
	Iteration 11Q: 3 clusters Score -363049.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -363212.375000 Penalty: 2848.317383
	Iteration 12Q: 3 clusters Score -363212.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -363373.937500 Penalty: 2848.317383
	Iteration 13Q: 3 clusters Score -363373.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -363493.656250 Penalty: 2848.317383
	Iteration 14Q: 3 clusters Score -363493.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -363620.031250 Penalty: 2848.317383
	Iteration 15Q: 3 clusters Score -363620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -363756.937500 Penalty: 2848.317383
	Iteration 16Q: 3 clusters Score -363756.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -363879.625000 Penalty: 2848.317383
	Iteration 17Q: 3 clusters Score -363879.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -363990.343750 Penalty: 2848.317383
	Iteration 18Q: 3 clusters Score -363990.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -364072.375000 Penalty: 2848.317383
	Iteration 19Q: 3 clusters Score -364072.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -364145.656250 Penalty: 2848.317383
	Iteration 20F: 3 clusters Score -364145.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -364195.343750 Penalty: 2848.317383
	Iteration 21Q: 3 clusters Score -364195.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -364219.500000 Penalty: 2848.317383
	Iteration 22Q: 3 clusters Score -364219.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -364240.593750 Penalty: 2848.317383
	Iteration 23Q: 3 clusters Score -364240.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -364258.406250 Penalty: 2848.317383
	Iteration 24Q: 3 clusters Score -364258.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -364271.406250 Penalty: 2848.317383
	Iteration 25Q: 3 clusters Score -364271.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -364277.781250 Penalty: 2848.317383
	Iteration 26Q: 3 clusters Score -364277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -364281.812500 Penalty: 2848.317383
	Iteration 27Q: 3 clusters Score -364281.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -364286.937500 Penalty: 2848.317383
	Iteration 28Q: 3 clusters Score -364286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -364289.937500 Penalty: 2848.317383
	Iteration 29Q: 3 clusters Score -364289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -364291.093750 Penalty: 2848.317383
	Iteration 30Q: 3 clusters Score -364291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -364292.625000 Penalty: 2848.317383
	Iteration 31Q: 3 clusters Score -364292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -364293.718750 Penalty: 2848.317383
	Iteration 32Q: 3 clusters Score -364293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -364295.750000 Penalty: 2848.317383
	Iteration 33Q: 3 clusters Score -364295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -364297.906250 Penalty: 2848.317383
	Iteration 34Q: 3 clusters Score -364297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -364302.312500 Penalty: 2848.317383
	Iteration 35Q: 3 clusters Score -364302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -364305.281250 Penalty: 2848.317383
	Iteration 36Q: 3 clusters Score -364305.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -364306.750000 Penalty: 2848.317383
	Iteration 37Q: 3 clusters Score -364306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -364309.843750 Penalty: 2848.317383
	Iteration 38Q: 3 clusters Score -364309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -364314.750000 Penalty: 2848.317383
	Iteration 39Q: 3 clusters Score -364314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -364316.750000 Penalty: 2848.317383
	Iteration 40F: 3 clusters Score -364316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -364319.656250 Penalty: 2848.317383
	Iteration 41Q: 3 clusters Score -364319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -364320.625000 Penalty: 2848.317383
	Iteration 42Q: 3 clusters Score -364320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -364321.875000 Penalty: 2848.317383
	Iteration 43Q: 3 clusters Score -364321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -364321.000000 Penalty: 2848.317383
	Iteration 44Q: 3 clusters Score -364321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -364321.781250 Penalty: 2848.317383
	Iteration 45Q: 3 clusters Score -364321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -364321.781250 Penalty: 2848.317383
	Iteration 46F: 3 clusters Score -364321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -197227.890625 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -197227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -194302.156250 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -194302.2 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -195168.656250 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -195168.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -195386.265625 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -195386.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -195557.765625 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -195557.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -195681.921875 Penalty: 2640.445312
	Iteration 4F: 3 clusters Score -195681.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -195797.656250 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -195797.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -195902.125000 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -195902.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -195984.703125 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -195984.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -196036.531250 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -196036.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -196076.218750 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -196076.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -196110.359375 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -196110.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -196136.625000 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -196136.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -196154.937500 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -196154.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -196178.750000 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -196178.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -196202.281250 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -196202.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -196228.953125 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -196229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -196246.343750 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -196246.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -196260.265625 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -196260.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -196272.968750 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -196273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -196284.468750 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -196284.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -196292.140625 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -196292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -196300.578125 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -196300.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -196308.359375 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -196308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -196314.468750 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -196314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -196316.734375 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -196316.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -196317.765625 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -196317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -196319.796875 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -196319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -196321.218750 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -196321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -196324.125000 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -196324.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -196324.375000 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -196324.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -196324.375000 Penalty: 2640.445312
	Iteration 30F: 3 clusters Score -196324.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -159411.671875 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -159411.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -156807.000000 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -156807 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -157438.546875 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -157438.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -157589.234375 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -157589.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -157673.562500 Penalty: 2577.900879
	Iteration 3Q: 3 clusters Score -157673.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -157724.453125 Penalty: 2577.900879
	Iteration 4Q: 3 clusters Score -157724.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -157763.218750 Penalty: 2577.900879
	Iteration 5Q: 3 clusters Score -157763.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -157793.515625 Penalty: 2577.900879
	Iteration 6Q: 3 clusters Score -157793.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -157816.687500 Penalty: 2577.900879
	Iteration 7Q: 3 clusters Score -157816.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -157833.078125 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -157833.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -157849.015625 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -157849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -157861.812500 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -157861.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -157877.984375 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -157878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -157886.953125 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -157887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -157898.562500 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -157898.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -157909.828125 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -157909.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -157921.312500 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -157921.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -157934.203125 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -157934.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -157948.203125 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -157948.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -157957.500000 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -157957.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -157965.312500 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -157965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -157973.421875 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -157973.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -157983.515625 Penalty: 2577.900879
	Iteration 21Q: 3 clusters Score -157983.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -157990.703125 Penalty: 2577.900879
	Iteration 22Q: 3 clusters Score -157990.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -157993.671875 Penalty: 2577.900879
	Iteration 23Q: 3 clusters Score -157993.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157997.000000 Penalty: 2577.900879
	Iteration 24Q: 3 clusters Score -157997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -157999.609375 Penalty: 2577.900879
	Iteration 25Q: 3 clusters Score -157999.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -158002.203125 Penalty: 2577.900879
	Iteration 26Q: 3 clusters Score -158002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -158005.406250 Penalty: 2577.900879
	Iteration 27Q: 3 clusters Score -158005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -158008.093750 Penalty: 2577.900879
	Iteration 28Q: 3 clusters Score -158008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -158012.062500 Penalty: 2577.900879
	Iteration 29Q: 3 clusters Score -158012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -158014.265625 Penalty: 2577.900879
	Iteration 30Q: 3 clusters Score -158014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -158015.718750 Penalty: 2577.900879
	Iteration 31Q: 3 clusters Score -158015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -158018.078125 Penalty: 2577.900879
	Iteration 32Q: 3 clusters Score -158018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -158020.359375 Penalty: 2577.900879
	Iteration 33Q: 3 clusters Score -158020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -158021.671875 Penalty: 2577.900879
	Iteration 34Q: 3 clusters Score -158021.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -158025.906250 Penalty: 2577.900879
	Iteration 35Q: 3 clusters Score -158025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -158027.546875 Penalty: 2577.900879
	Iteration 36Q: 3 clusters Score -158027.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -158030.781250 Penalty: 2577.900879
	Iteration 37Q: 3 clusters Score -158030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -158035.437500 Penalty: 2577.900879
	Iteration 38Q: 3 clusters Score -158035.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -158042.406250 Penalty: 2577.900879
	Iteration 39Q: 3 clusters Score -158042.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -158050.078125 Penalty: 2577.900879
	Iteration 40F: 3 clusters Score -158050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -158059.234375 Penalty: 2577.900879
	Iteration 41Q: 3 clusters Score -158059.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -158072.140625 Penalty: 2577.900879
	Iteration 42Q: 3 clusters Score -158072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -158081.515625 Penalty: 2577.900879
	Iteration 43Q: 3 clusters Score -158081.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158094.843750 Penalty: 2577.900879
	Iteration 44Q: 3 clusters Score -158094.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158108.062500 Penalty: 2577.900879
	Iteration 45Q: 3 clusters Score -158108.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -158120.437500 Penalty: 2577.900879
	Iteration 46Q: 3 clusters Score -158120.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -158131.515625 Penalty: 2577.900879
	Iteration 47Q: 3 clusters Score -158131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -158144.640625 Penalty: 2577.900879
	Iteration 48Q: 3 clusters Score -158144.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -158157.328125 Penalty: 2577.900879
	Iteration 49Q: 3 clusters Score -158157.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -158168.203125 Penalty: 2577.900879
	Iteration 50Q: 3 clusters Score -158168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -158177.203125 Penalty: 2577.900879
	Iteration 51Q: 3 clusters Score -158177.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158191.875000 Penalty: 2577.900879
	Iteration 52Q: 3 clusters Score -158191.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -158202.203125 Penalty: 2577.900879
	Iteration 53Q: 3 clusters Score -158202.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -158209.296875 Penalty: 2577.900879
	Iteration 54Q: 3 clusters Score -158209.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -158222.468750 Penalty: 2577.900879
	Iteration 55Q: 3 clusters Score -158222.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -158236.953125 Penalty: 2577.900879
	Iteration 56Q: 3 clusters Score -158237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -158240.578125 Penalty: 2577.900879
	Iteration 57Q: 3 clusters Score -158240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158242.937500 Penalty: 2577.900879
	Iteration 58Q: 3 clusters Score -158242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -158245.796875 Penalty: 2577.900879
	Iteration 59Q: 3 clusters Score -158245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -158249.125000 Penalty: 2577.900879
	Iteration 60F: 3 clusters Score -158249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -158252.984375 Penalty: 2577.900879
	Iteration 61Q: 3 clusters Score -158253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -158256.875000 Penalty: 2577.900879
	Iteration 62Q: 3 clusters Score -158256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -158257.703125 Penalty: 2577.900879
	Iteration 63Q: 3 clusters Score -158257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -158258.796875 Penalty: 2577.900879
	Iteration 64Q: 3 clusters Score -158258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -158259.171875 Penalty: 2577.900879
	Iteration 65Q: 3 clusters Score -158259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -158259.171875 Penalty: 2577.900879
	Iteration 66F: 3 clusters Score -158259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -61605.746094 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -61605.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60060.242188 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -60060.24 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -60336.597656 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -60336.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -60423.550781 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -60423.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -60478.335938 Penalty: 2292.976562
	Iteration 3Q: 3 clusters Score -60478.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -60516.933594 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -60516.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -60551.328125 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -60551.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -60580.816406 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -60580.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -60607.238281 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -60607.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -60622.726562 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -60622.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -60636.187500 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -60636.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -60659.660156 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -60659.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -60669.867188 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -60669.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -60696.304688 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -60696.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -60714.093750 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -60714.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60729.078125 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -60729.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -60741.671875 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -60741.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -60757.347656 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -60757.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60777.574219 Penalty: 2292.976562
	Iteration 17Q: 3 clusters Score -60777.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -60790.496094 Penalty: 2292.976562
	Iteration 18Q: 3 clusters Score -60790.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -60805.621094 Penalty: 2292.976562
	Iteration 19Q: 3 clusters Score -60805.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -60823.957031 Penalty: 2292.976562
	Iteration 20F: 3 clusters Score -60823.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -60837.699219 Penalty: 2292.976562
	Iteration 21Q: 3 clusters Score -60837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -60846.234375 Penalty: 2292.976562
	Iteration 22Q: 3 clusters Score -60846.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60850.765625 Penalty: 2292.976562
	Iteration 23Q: 3 clusters Score -60850.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60851.839844 Penalty: 2292.976562
	Iteration 24Q: 3 clusters Score -60851.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60852.789062 Penalty: 2292.976562
	Iteration 25Q: 3 clusters Score -60852.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60852.789062 Penalty: 2292.976562
	Iteration 26F: 3 clusters Score -60852.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -26161.822266 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -26161.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25062.191406 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -25062.19 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25267.980469 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -25267.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -25327.599609 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -25327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25349.642578 Penalty: 2047.755493
	Iteration 3Q: 3 clusters Score -25349.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25361.589844 Penalty: 2047.755493
	Iteration 4Q: 3 clusters Score -25361.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25370.544922 Penalty: 2047.755493
	Iteration 5Q: 3 clusters Score -25370.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25370.921875 Penalty: 2047.755493
	Iteration 6Q: 3 clusters Score -25370.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25371.519531 Penalty: 2047.755493
	Iteration 7Q: 3 clusters Score -25371.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25371.917969 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -25371.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -25371.917969 Penalty: 2047.755493
	Iteration 9F: 3 clusters Score -25371.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -592518.125000 Penalty: 1491.260986
	Iteration 0F: 2 clusters Score -592518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -585669.312500 Penalty: 2982.521973
	Iteration 0F: 3 clusters Score -585669.3 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -587797.000000 Penalty: 2982.521973
	Iteration 1F: 3 clusters Score -587797 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -588038.875000 Penalty: 2982.521973
	Iteration 2F: 3 clusters Score -588038.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -588239.375000 Penalty: 2982.521973
	Iteration 3Q: 3 clusters Score -588239.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -588405.500000 Penalty: 2982.521973
	Iteration 4Q: 3 clusters Score -588405.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -588541.875000 Penalty: 2982.521973
	Iteration 5Q: 3 clusters Score -588541.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -588720.687500 Penalty: 2982.521973
	Iteration 6Q: 3 clusters Score -588720.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -588889.000000 Penalty: 2982.521973
	Iteration 7Q: 3 clusters Score -588889 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -589032.875000 Penalty: 2982.521973
	Iteration 8Q: 3 clusters Score -589032.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -589167.437500 Penalty: 2982.521973
	Iteration 9Q: 3 clusters Score -589167.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -589302.437500 Penalty: 2982.521973
	Iteration 10Q: 3 clusters Score -589302.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -589446.750000 Penalty: 2982.521973
	Iteration 11Q: 3 clusters Score -589446.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -589569.562500 Penalty: 2982.521973
	Iteration 12Q: 3 clusters Score -589569.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -589663.437500 Penalty: 2982.521973
	Iteration 13Q: 3 clusters Score -589663.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -589739.937500 Penalty: 2982.521973
	Iteration 14Q: 3 clusters Score -589739.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -589808.062500 Penalty: 2982.521973
	Iteration 15Q: 3 clusters Score -589808.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -589868.062500 Penalty: 2982.521973
	Iteration 16Q: 3 clusters Score -589868.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -589935.562500 Penalty: 2982.521973
	Iteration 17Q: 3 clusters Score -589935.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -589991.375000 Penalty: 2982.521973
	Iteration 18Q: 3 clusters Score -589991.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -590041.062500 Penalty: 2982.521973
	Iteration 19Q: 3 clusters Score -590041.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -590083.687500 Penalty: 2982.521973
	Iteration 20F: 3 clusters Score -590083.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -590128.000000 Penalty: 2982.521973
	Iteration 21Q: 3 clusters Score -590128 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -590165.000000 Penalty: 2982.521973
	Iteration 22Q: 3 clusters Score -590165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -590192.437500 Penalty: 2982.521973
	Iteration 23Q: 3 clusters Score -590192.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -590221.062500 Penalty: 2982.521973
	Iteration 24Q: 3 clusters Score -590221.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -590246.375000 Penalty: 2982.521973
	Iteration 25Q: 3 clusters Score -590246.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -590269.500000 Penalty: 2982.521973
	Iteration 26Q: 3 clusters Score -590269.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -590293.687500 Penalty: 2982.521973
	Iteration 27Q: 3 clusters Score -590293.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -590317.562500 Penalty: 2982.521973
	Iteration 28Q: 3 clusters Score -590317.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -590338.312500 Penalty: 2982.521973
	Iteration 29Q: 3 clusters Score -590338.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -590358.875000 Penalty: 2982.521973
	Iteration 30Q: 3 clusters Score -590358.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -590382.875000 Penalty: 2982.521973
	Iteration 31Q: 3 clusters Score -590382.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -590402.375000 Penalty: 2982.521973
	Iteration 32Q: 3 clusters Score -590402.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -590424.562500 Penalty: 2982.521973
	Iteration 33Q: 3 clusters Score -590424.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -590456.687500 Penalty: 2982.521973
	Iteration 34Q: 3 clusters Score -590456.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -590487.312500 Penalty: 2982.521973
	Iteration 35Q: 3 clusters Score -590487.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -590522.687500 Penalty: 2982.521973
	Iteration 36Q: 3 clusters Score -590522.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -590567.812500 Penalty: 2982.521973
	Iteration 37Q: 3 clusters Score -590567.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -590629.625000 Penalty: 2982.521973
	Iteration 38Q: 3 clusters Score -590629.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -590690.875000 Penalty: 2982.521973
	Iteration 39Q: 3 clusters Score -590690.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -590754.000000 Penalty: 2982.521973
	Iteration 40F: 3 clusters Score -590754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -590839.875000 Penalty: 2982.521973
	Iteration 41Q: 3 clusters Score -590839.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -590913.125000 Penalty: 2982.521973
	Iteration 42Q: 3 clusters Score -590913.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -590981.625000 Penalty: 2982.521973
	Iteration 43Q: 3 clusters Score -590981.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -591048.250000 Penalty: 2982.521973
	Iteration 44Q: 3 clusters Score -591048.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -591086.375000 Penalty: 2982.521973
	Iteration 45Q: 3 clusters Score -591086.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -591122.437500 Penalty: 2982.521973
	Iteration 46Q: 3 clusters Score -591122.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -591152.312500 Penalty: 2982.521973
	Iteration 47Q: 3 clusters Score -591152.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -591169.937500 Penalty: 2982.521973
	Iteration 48Q: 3 clusters Score -591169.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -591181.937500 Penalty: 2982.521973
	Iteration 49Q: 3 clusters Score -591181.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -591188.625000 Penalty: 2982.521973
	Iteration 50Q: 3 clusters Score -591188.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -591196.937500 Penalty: 2982.521973
	Iteration 51Q: 3 clusters Score -591196.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -591203.125000 Penalty: 2982.521973
	Iteration 52Q: 3 clusters Score -591203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -591204.375000 Penalty: 2982.521973
	Iteration 53Q: 3 clusters Score -591204.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -591207.937500 Penalty: 2982.521973
	Iteration 54Q: 3 clusters Score -591207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -591208.187500 Penalty: 2982.521973
	Iteration 55Q: 3 clusters Score -591208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -591210.562500 Penalty: 2982.521973
	Iteration 56Q: 3 clusters Score -591210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -591210.312500 Penalty: 2982.521973
	Iteration 57Q: 3 clusters Score -591210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -591211.250000 Penalty: 2982.521973
	Iteration 58Q: 3 clusters Score -591211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -591211.125000 Penalty: 2982.521973
	Iteration 59Q: 3 clusters Score -591211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -591212.312500 Penalty: 2982.521973
	Iteration 60F: 3 clusters Score -591212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -591212.937500 Penalty: 2982.521973
	Iteration 61Q: 3 clusters Score -591212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -591215.437500 Penalty: 2982.521973
	Iteration 62Q: 3 clusters Score -591215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -591215.812500 Penalty: 2982.521973
	Iteration 63Q: 3 clusters Score -591215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -591214.187500 Penalty: 2982.521973
	Iteration 64Q: 3 clusters Score -591214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -591216.687500 Penalty: 2982.521973
	Iteration 65Q: 3 clusters Score -591216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -591216.375000 Penalty: 2982.521973
	Iteration 66Q: 3 clusters Score -591216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -591217.000000 Penalty: 2982.521973
	Iteration 67Q: 3 clusters Score -591217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -591217.437500 Penalty: 2982.521973
	Iteration 68Q: 3 clusters Score -591217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -591219.000000 Penalty: 2982.521973
	Iteration 69Q: 3 clusters Score -591219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -591219.250000 Penalty: 2982.521973
	Iteration 70Q: 3 clusters Score -591219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -591218.687500 Penalty: 2982.521973
	Iteration 71Q: 3 clusters Score -591218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -591218.000000 Penalty: 2982.521973
	Iteration 72Q: 3 clusters Score -591218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -591219.000000 Penalty: 2982.521973
	Iteration 73Q: 3 clusters Score -591219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -591219.312500 Penalty: 2982.521973
	Iteration 74Q: 3 clusters Score -591219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -591219.125000 Penalty: 2982.521973
	Iteration 75Q: 3 clusters Score -591219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -591220.562500 Penalty: 2982.521973
	Iteration 76Q: 3 clusters Score -591220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -591220.687500 Penalty: 2982.521973
	Iteration 77Q: 3 clusters Score -591220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -591220.937500 Penalty: 2982.521973
	Iteration 78Q: 3 clusters Score -591220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -591220.937500 Penalty: 2982.521973
	Iteration 79F: 3 clusters Score -591220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -27777.248047 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -27777.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26626.470703 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -26626.47 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26844.757812 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -26844.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26922.632812 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -26922.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26980.937500 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -26980.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27031.224609 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -27031.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27079.005859 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -27079.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27133.783203 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -27133.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27212.250000 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -27212.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27262.589844 Penalty: 2069.102783
	Iteration 8Q: 3 clusters Score -27262.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27301.052734 Penalty: 2069.102783
	Iteration 9Q: 3 clusters Score -27301.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27336.250000 Penalty: 2069.102783
	Iteration 10Q: 3 clusters Score -27336.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27366.503906 Penalty: 2069.102783
	Iteration 11Q: 3 clusters Score -27366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27417.554688 Penalty: 2069.102783
	Iteration 12Q: 3 clusters Score -27417.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27438.814453 Penalty: 2069.102783
	Iteration 13Q: 3 clusters Score -27438.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27444.599609 Penalty: 2069.102783
	Iteration 14Q: 3 clusters Score -27444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27451.953125 Penalty: 2069.102783
	Iteration 15Q: 3 clusters Score -27451.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27468.585938 Penalty: 2069.102783
	Iteration 16Q: 3 clusters Score -27468.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27483.792969 Penalty: 2069.102783
	Iteration 17Q: 3 clusters Score -27483.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27489.900391 Penalty: 2069.102783
	Iteration 18Q: 3 clusters Score -27489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27492.775391 Penalty: 2069.102783
	Iteration 19Q: 3 clusters Score -27492.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27494.037109 Penalty: 2069.102783
	Iteration 20F: 3 clusters Score -27494.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27500.103516 Penalty: 2069.102783
	Iteration 21Q: 3 clusters Score -27500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27502.550781 Penalty: 2069.102783
	Iteration 22Q: 3 clusters Score -27502.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27505.000000 Penalty: 2069.102783
	Iteration 23Q: 3 clusters Score -27505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27505.000000 Penalty: 2069.102783
	Iteration 24F: 3 clusters Score -27505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -329339.187500 Penalty: 1404.105469
	Iteration 0F: 2 clusters Score -329339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -324990.281250 Penalty: 2808.210938
	Iteration 0F: 3 clusters Score -324990.3 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -326259.781250 Penalty: 2808.210938
	Iteration 1F: 3 clusters Score -326259.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -326539.656250 Penalty: 2808.210938
	Iteration 2F: 3 clusters Score -326539.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -326772.343750 Penalty: 2808.210938
	Iteration 3F: 3 clusters Score -326772.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -327017.531250 Penalty: 2808.210938
	Iteration 4F: 3 clusters Score -327017.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -327289.187500 Penalty: 2808.210938
	Iteration 5F: 3 clusters Score -327289.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -327573.843750 Penalty: 2808.210938
	Iteration 6F: 3 clusters Score -327573.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -327815.062500 Penalty: 2808.210938
	Iteration 7F: 3 clusters Score -327815.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -327961.406250 Penalty: 2808.210938
	Iteration 8Q: 3 clusters Score -327961.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -328033.125000 Penalty: 2808.210938
	Iteration 9Q: 3 clusters Score -328033.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -328072.750000 Penalty: 2808.210938
	Iteration 10Q: 3 clusters Score -328072.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -328096.437500 Penalty: 2808.210938
	Iteration 11Q: 3 clusters Score -328096.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -328115.218750 Penalty: 2808.210938
	Iteration 12Q: 3 clusters Score -328115.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -328130.937500 Penalty: 2808.210938
	Iteration 13Q: 3 clusters Score -328130.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -328142.562500 Penalty: 2808.210938
	Iteration 14Q: 3 clusters Score -328142.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -328149.500000 Penalty: 2808.210938
	Iteration 15Q: 3 clusters Score -328149.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -328154.875000 Penalty: 2808.210938
	Iteration 16Q: 3 clusters Score -328154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -328159.937500 Penalty: 2808.210938
	Iteration 17Q: 3 clusters Score -328159.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -328163.531250 Penalty: 2808.210938
	Iteration 18Q: 3 clusters Score -328163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -328165.812500 Penalty: 2808.210938
	Iteration 19Q: 3 clusters Score -328165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -328167.875000 Penalty: 2808.210938
	Iteration 20F: 3 clusters Score -328167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -328168.687500 Penalty: 2808.210938
	Iteration 21Q: 3 clusters Score -328168.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -328169.656250 Penalty: 2808.210938
	Iteration 22Q: 3 clusters Score -328169.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -328170.625000 Penalty: 2808.210938
	Iteration 23Q: 3 clusters Score -328170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -328170.968750 Penalty: 2808.210938
	Iteration 24Q: 3 clusters Score -328171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -328171.562500 Penalty: 2808.210938
	Iteration 25Q: 3 clusters Score -328171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -328173.343750 Penalty: 2808.210938
	Iteration 26Q: 3 clusters Score -328173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -328175.125000 Penalty: 2808.210938
	Iteration 27Q: 3 clusters Score -328175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -328175.937500 Penalty: 2808.210938
	Iteration 28Q: 3 clusters Score -328175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -328176.437500 Penalty: 2808.210938
	Iteration 29Q: 3 clusters Score -328176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -328176.218750 Penalty: 2808.210938
	Iteration 30Q: 3 clusters Score -328176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -328176.218750 Penalty: 2808.210938
	Iteration 31F: 3 clusters Score -328176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Entering Unmasked Estep 
Score: -491889.468750 Penalty: 1471.527954
	Iteration 0F: 2 clusters Score -491889.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -485732.500000 Penalty: 2943.055908
	Iteration 0F: 3 clusters Score -485732.5 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -487877.500000 Penalty: 2943.055908
	Iteration 1F: 3 clusters Score -487877.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -488231.718750 Penalty: 2943.055908
	Iteration 2F: 3 clusters Score -488231.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -488572.375000 Penalty: 2943.055908
	Iteration 3F: 3 clusters Score -488572.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -488911.281250 Penalty: 2943.055908
	Iteration 4F: 3 clusters Score -488911.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -489210.312500 Penalty: 2943.055908
	Iteration 5F: 3 clusters Score -489210.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -489480.437500 Penalty: 2943.055908
	Iteration 6F: 3 clusters Score -489480.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -489734.812500 Penalty: 2943.055908
	Iteration 7Q: 3 clusters Score -489734.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -489959.406250 Penalty: 2943.055908
	Iteration 8Q: 3 clusters Score -489959.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -490101.562500 Penalty: 2943.055908
	Iteration 9Q: 3 clusters Score -490101.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -490184.937500 Penalty: 2943.055908
	Iteration 10Q: 3 clusters Score -490184.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -490240.531250 Penalty: 2943.055908
	Iteration 11Q: 3 clusters Score -490240.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -490276.406250 Penalty: 2943.055908
	Iteration 12Q: 3 clusters Score -490276.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -490298.531250 Penalty: 2943.055908
	Iteration 13Q: 3 clusters Score -490298.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -490315.281250 Penalty: 2943.055908
	Iteration 14Q: 3 clusters Score -490315.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -490329.437500 Penalty: 2943.055908
	Iteration 15Q: 3 clusters Score -490329.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -490344.875000 Penalty: 2943.055908
	Iteration 16Q: 3 clusters Score -490344.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -490356.593750 Penalty: 2943.055908
	Iteration 17Q: 3 clusters Score -490356.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -490368.593750 Penalty: 2943.055908
	Iteration 18Q: 3 clusters Score -490368.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -490380.312500 Penalty: 2943.055908
	Iteration 19Q: 3 clusters Score -490380.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -490391.187500 Penalty: 2943.055908
	Iteration 20F: 3 clusters Score -490391.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -490405.625000 Penalty: 2943.055908
	Iteration 21Q: 3 clusters Score -490405.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -490415.843750 Penalty: 2943.055908
	Iteration 22Q: 3 clusters Score -490415.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -490422.875000 Penalty: 2943.055908
	Iteration 23Q: 3 clusters Score -490422.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -490427.281250 Penalty: 2943.055908
	Iteration 24Q: 3 clusters Score -490427.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -490433.531250 Penalty: 2943.055908
	Iteration 25Q: 3 clusters Score -490433.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -490438.906250 Penalty: 2943.055908
	Iteration 26Q: 3 clusters Score -490438.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -490443.625000 Penalty: 2943.055908
	Iteration 27Q: 3 clusters Score -490443.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -490450.406250 Penalty: 2943.055908
	Iteration 28Q: 3 clusters Score -490450.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -490457.437500 Penalty: 2943.055908
	Iteration 29Q: 3 clusters Score -490457.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -490461.125000 Penalty: 2943.055908
	Iteration 30Q: 3 clusters Score -490461.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -490468.437500 Penalty: 2943.055908
	Iteration 31Q: 3 clusters Score -490468.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -490472.718750 Penalty: 2943.055908
	Iteration 32Q: 3 clusters Score -490472.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -490477.343750 Penalty: 2943.055908
	Iteration 33Q: 3 clusters Score -490477.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -490481.406250 Penalty: 2943.055908
	Iteration 34Q: 3 clusters Score -490481.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -490485.937500 Penalty: 2943.055908
	Iteration 35Q: 3 clusters Score -490485.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -490492.000000 Penalty: 2943.055908
	Iteration 36Q: 3 clusters Score -490492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -490498.531250 Penalty: 2943.055908
	Iteration 37Q: 3 clusters Score -490498.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -490506.000000 Penalty: 2943.055908
	Iteration 38Q: 3 clusters Score -490506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -490513.375000 Penalty: 2943.055908
	Iteration 39Q: 3 clusters Score -490513.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -490521.406250 Penalty: 2943.055908
	Iteration 40F: 3 clusters Score -490521.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -490529.625000 Penalty: 2943.055908
	Iteration 41Q: 3 clusters Score -490529.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -490537.406250 Penalty: 2943.055908
	Iteration 42Q: 3 clusters Score -490537.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -490544.750000 Penalty: 2943.055908
	Iteration 43Q: 3 clusters Score -490544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -490556.468750 Penalty: 2943.055908
	Iteration 44Q: 3 clusters Score -490556.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -490565.656250 Penalty: 2943.055908
	Iteration 45Q: 3 clusters Score -490565.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -490574.687500 Penalty: 2943.055908
	Iteration 46Q: 3 clusters Score -490574.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -490583.187500 Penalty: 2943.055908
	Iteration 47Q: 3 clusters Score -490583.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -490589.843750 Penalty: 2943.055908
	Iteration 48Q: 3 clusters Score -490589.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -490594.625000 Penalty: 2943.055908
	Iteration 49Q: 3 clusters Score -490594.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -490601.312500 Penalty: 2943.055908
	Iteration 50Q: 3 clusters Score -490601.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -490604.500000 Penalty: 2943.055908
	Iteration 51Q: 3 clusters Score -490604.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -490610.437500 Penalty: 2943.055908
	Iteration 52Q: 3 clusters Score -490610.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -490617.125000 Penalty: 2943.055908
	Iteration 53Q: 3 clusters Score -490617.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -490625.593750 Penalty: 2943.055908
	Iteration 54Q: 3 clusters Score -490625.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -490634.812500 Penalty: 2943.055908
	Iteration 55Q: 3 clusters Score -490634.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -490644.781250 Penalty: 2943.055908
	Iteration 56Q: 3 clusters Score -490644.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -490651.031250 Penalty: 2943.055908
	Iteration 57Q: 3 clusters Score -490651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -490659.187500 Penalty: 2943.055908
	Iteration 58Q: 3 clusters Score -490659.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -490665.312500 Penalty: 2943.055908
	Iteration 59Q: 3 clusters Score -490665.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -490674.218750 Penalty: 2943.055908
	Iteration 60F: 3 clusters Score -490674.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -490683.562500 Penalty: 2943.055908
	Iteration 61Q: 3 clusters Score -490683.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -490692.937500 Penalty: 2943.055908
	Iteration 62Q: 3 clusters Score -490692.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -490705.062500 Penalty: 2943.055908
	Iteration 63Q: 3 clusters Score -490705.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -490716.562500 Penalty: 2943.055908
	Iteration 64Q: 3 clusters Score -490716.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -490726.687500 Penalty: 2943.055908
	Iteration 65Q: 3 clusters Score -490726.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -490737.218750 Penalty: 2943.055908
	Iteration 66Q: 3 clusters Score -490737.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -490747.937500 Penalty: 2943.055908
	Iteration 67Q: 3 clusters Score -490747.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -490758.156250 Penalty: 2943.055908
	Iteration 68Q: 3 clusters Score -490758.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -490766.343750 Penalty: 2943.055908
	Iteration 69Q: 3 clusters Score -490766.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -490774.718750 Penalty: 2943.055908
	Iteration 70Q: 3 clusters Score -490774.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -490783.125000 Penalty: 2943.055908
	Iteration 71Q: 3 clusters Score -490783.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -490790.906250 Penalty: 2943.055908
	Iteration 72Q: 3 clusters Score -490790.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -490797.750000 Penalty: 2943.055908
	Iteration 73Q: 3 clusters Score -490797.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -490802.250000 Penalty: 2943.055908
	Iteration 74Q: 3 clusters Score -490802.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -490806.562500 Penalty: 2943.055908
	Iteration 75Q: 3 clusters Score -490806.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -490809.156250 Penalty: 2943.055908
	Iteration 76Q: 3 clusters Score -490809.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -490813.843750 Penalty: 2943.055908
	Iteration 77Q: 3 clusters Score -490813.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -490816.468750 Penalty: 2943.055908
	Iteration 78Q: 3 clusters Score -490816.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -490823.468750 Penalty: 2943.055908
	Iteration 79Q: 3 clusters Score -490823.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -490826.843750 Penalty: 2943.055908
	Iteration 80F: 3 clusters Score -490826.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -490832.093750 Penalty: 2943.055908
	Iteration 81Q: 3 clusters Score -490832.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -490833.468750 Penalty: 2943.055908
	Iteration 82Q: 3 clusters Score -490833.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -490835.500000 Penalty: 2943.055908
	Iteration 83Q: 3 clusters Score -490835.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -490838.093750 Penalty: 2943.055908
	Iteration 84Q: 3 clusters Score -490838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -490841.062500 Penalty: 2943.055908
	Iteration 85Q: 3 clusters Score -490841.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -490843.531250 Penalty: 2943.055908
	Iteration 86Q: 3 clusters Score -490843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -490845.843750 Penalty: 2943.055908
	Iteration 87Q: 3 clusters Score -490845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -490846.750000 Penalty: 2943.055908
	Iteration 88Q: 3 clusters Score -490846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -490849.218750 Penalty: 2943.055908
	Iteration 89Q: 3 clusters Score -490849.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -490849.218750 Penalty: 2943.055908
	Iteration 90Q: 3 clusters Score -490849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -490853.093750 Penalty: 2943.055908
	Iteration 91Q: 3 clusters Score -490853.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -490856.156250 Penalty: 2943.055908
	Iteration 92Q: 3 clusters Score -490856.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -490862.531250 Penalty: 2943.055908
	Iteration 93Q: 3 clusters Score -490862.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -490869.906250 Penalty: 2943.055908
	Iteration 94Q: 3 clusters Score -490869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -490876.531250 Penalty: 2943.055908
	Iteration 95Q: 3 clusters Score -490876.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -490883.968750 Penalty: 2943.055908
	Iteration 96Q: 3 clusters Score -490884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -490887.937500 Penalty: 2943.055908
	Iteration 97Q: 3 clusters Score -490887.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -490893.843750 Penalty: 2943.055908
	Iteration 98Q: 3 clusters Score -490893.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -490901.750000 Penalty: 2943.055908
	Iteration 99Q: 3 clusters Score -490901.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -490910.625000 Penalty: 2943.055908
	Iteration 100F: 3 clusters Score -490910.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -490921.843750 Penalty: 2943.055908
	Iteration 101Q: 3 clusters Score -490921.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -490932.093750 Penalty: 2943.055908
	Iteration 102Q: 3 clusters Score -490932.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -490944.406250 Penalty: 2943.055908
	Iteration 103Q: 3 clusters Score -490944.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -490956.625000 Penalty: 2943.055908
	Iteration 104Q: 3 clusters Score -490956.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -490972.281250 Penalty: 2943.055908
	Iteration 105Q: 3 clusters Score -490972.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -490984.656250 Penalty: 2943.055908
	Iteration 106Q: 3 clusters Score -490984.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -491000.687500 Penalty: 2943.055908
	Iteration 107Q: 3 clusters Score -491000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -491016.437500 Penalty: 2943.055908
	Iteration 108Q: 3 clusters Score -491016.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -491051.093750 Penalty: 2943.055908
	Iteration 109Q: 3 clusters Score -491051.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -491099.625000 Penalty: 2943.055908
	Iteration 110Q: 3 clusters Score -491099.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -491167.656250 Penalty: 2943.055908
	Iteration 111Q: 3 clusters Score -491167.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -491267.812500 Penalty: 2943.055908
	Iteration 112Q: 3 clusters Score -491267.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -491384.500000 Penalty: 2943.055908
	Iteration 113Q: 3 clusters Score -491384.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -491462.562500 Penalty: 2943.055908
	Iteration 114Q: 3 clusters Score -491462.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -491495.968750 Penalty: 2943.055908
	Iteration 115Q: 3 clusters Score -491496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -491512.093750 Penalty: 2943.055908
	Iteration 116Q: 3 clusters Score -491512.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -491517.781250 Penalty: 2943.055908
	Iteration 117Q: 3 clusters Score -491517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -491518.343750 Penalty: 2943.055908
	Iteration 118Q: 3 clusters Score -491518.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -491522.281250 Penalty: 2943.055908
	Iteration 119Q: 3 clusters Score -491522.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -491523.906250 Penalty: 2943.055908
	Iteration 120F: 3 clusters Score -491523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -491525.250000 Penalty: 2943.055908
	Iteration 121Q: 3 clusters Score -491525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -491527.093750 Penalty: 2943.055908
	Iteration 122Q: 3 clusters Score -491527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -491528.593750 Penalty: 2943.055908
	Iteration 123Q: 3 clusters Score -491528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -491529.781250 Penalty: 2943.055908
	Iteration 124Q: 3 clusters Score -491529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -491529.500000 Penalty: 2943.055908
	Iteration 125Q: 3 clusters Score -491529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -491529.218750 Penalty: 2943.055908
	Iteration 126Q: 3 clusters Score -491529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -491530.843750 Penalty: 2943.055908
	Iteration 127Q: 3 clusters Score -491530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -491530.843750 Penalty: 2943.055908
	Iteration 128F: 3 clusters Score -491530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -224234.125000 Penalty: 1348.310425
	Iteration 0F: 2 clusters Score -224234.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -220867.031250 Penalty: 2696.620850
	Iteration 0F: 3 clusters Score -220867 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -221924.015625 Penalty: 2696.620850
	Iteration 1F: 3 clusters Score -221924 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -222295.859375 Penalty: 2696.620850
	Iteration 2F: 3 clusters Score -222295.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -222668.437500 Penalty: 2696.620850
	Iteration 3F: 3 clusters Score -222668.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -223129.578125 Penalty: 2696.620850
	Iteration 4F: 3 clusters Score -223129.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -223491.140625 Penalty: 2696.620850
	Iteration 5F: 3 clusters Score -223491.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -223661.140625 Penalty: 2696.620850
	Iteration 6F: 3 clusters Score -223661.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -223734.703125 Penalty: 2696.620850
	Iteration 7Q: 3 clusters Score -223734.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -223782.734375 Penalty: 2696.620850
	Iteration 8Q: 3 clusters Score -223782.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -223808.671875 Penalty: 2696.620850
	Iteration 9Q: 3 clusters Score -223808.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -223819.406250 Penalty: 2696.620850
	Iteration 10Q: 3 clusters Score -223819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -223825.609375 Penalty: 2696.620850
	Iteration 11Q: 3 clusters Score -223825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -223828.156250 Penalty: 2696.620850
	Iteration 12Q: 3 clusters Score -223828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -223830.296875 Penalty: 2696.620850
	Iteration 13Q: 3 clusters Score -223830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -223831.187500 Penalty: 2696.620850
	Iteration 14Q: 3 clusters Score -223831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -223831.171875 Penalty: 2696.620850
	Iteration 15Q: 3 clusters Score -223831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -223831.171875 Penalty: 2696.620850
	Iteration 16F: 3 clusters Score -223831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Entering Unmasked Estep 
Score: -152603.218750 Penalty: 1284.574341
	Iteration 0F: 2 clusters Score -152603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -150052.468750 Penalty: 2569.148682
	Iteration 0F: 3 clusters Score -150052.5 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -150571.375000 Penalty: 2569.148682
	Iteration 1F: 3 clusters Score -150571.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -150705.750000 Penalty: 2569.148682
	Iteration 2F: 3 clusters Score -150705.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -150791.671875 Penalty: 2569.148682
	Iteration 3F: 3 clusters Score -150791.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -150852.328125 Penalty: 2569.148682
	Iteration 4Q: 3 clusters Score -150852.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -150929.890625 Penalty: 2569.148682
	Iteration 5Q: 3 clusters Score -150929.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -151025.453125 Penalty: 2569.148682
	Iteration 6Q: 3 clusters Score -151025.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -151093.843750 Penalty: 2569.148682
	Iteration 7Q: 3 clusters Score -151093.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -151146.515625 Penalty: 2569.148682
	Iteration 8Q: 3 clusters Score -151146.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -151187.875000 Penalty: 2569.148682
	Iteration 9Q: 3 clusters Score -151187.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -151223.453125 Penalty: 2569.148682
	Iteration 10Q: 3 clusters Score -151223.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -151255.921875 Penalty: 2569.148682
	Iteration 11Q: 3 clusters Score -151255.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -151287.921875 Penalty: 2569.148682
	Iteration 12Q: 3 clusters Score -151287.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -151308.640625 Penalty: 2569.148682
	Iteration 13Q: 3 clusters Score -151308.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -151324.078125 Penalty: 2569.148682
	Iteration 14Q: 3 clusters Score -151324.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -151337.312500 Penalty: 2569.148682
	Iteration 15Q: 3 clusters Score -151337.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -151348.656250 Penalty: 2569.148682
	Iteration 16Q: 3 clusters Score -151348.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -151368.921875 Penalty: 2569.148682
	Iteration 17Q: 3 clusters Score -151368.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -151381.906250 Penalty: 2569.148682
	Iteration 18Q: 3 clusters Score -151381.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -151395.875000 Penalty: 2569.148682
	Iteration 19Q: 3 clusters Score -151395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -151401.093750 Penalty: 2569.148682
	Iteration 20F: 3 clusters Score -151401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -151407.437500 Penalty: 2569.148682
	Iteration 21Q: 3 clusters Score -151407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -151410.687500 Penalty: 2569.148682
	Iteration 22Q: 3 clusters Score -151410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -151414.046875 Penalty: 2569.148682
	Iteration 23Q: 3 clusters Score -151414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -151415.359375 Penalty: 2569.148682
	Iteration 24Q: 3 clusters Score -151415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -151415.781250 Penalty: 2569.148682
	Iteration 25Q: 3 clusters Score -151415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -151415.781250 Penalty: 2569.148682
	Iteration 26F: 3 clusters Score -151415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -73436.664062 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -73436.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -71833.117188 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -71833.12 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72105.570312 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -72105.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72165.289062 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -72165.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -72215.937500 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -72215.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -72263.445312 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -72263.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72290.953125 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -72290.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72313.390625 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -72313.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -72327.992188 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -72327.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72338.601562 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -72338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -72350.523438 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -72350.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72360.898438 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -72360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72370.570312 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -72370.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -72378.742188 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -72378.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -72389.585938 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -72389.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72392.781250 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -72392.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72394.265625 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -72394.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72394.265625 Penalty: 2314.406982
	Iteration 16F: 3 clusters Score -72394.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -69093.414062 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -69093.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67526.570312 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -67526.57 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -67784.734375 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -67784.73 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67875.585938 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -67875.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -67926.429688 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -67926.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67949.554688 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -67949.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -67966.242188 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -67966.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -67980.328125 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -67980.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67990.500000 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -67990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -67997.929688 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -67997.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -68003.171875 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -68003.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68011.257812 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -68011.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -68018.226562 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -68018.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68027.632812 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -68027.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -68031.132812 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -68031.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -68037.007812 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -68037.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -68042.101562 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -68042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68050.429688 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -68050.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68061.531250 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -68061.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68072.554688 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -68072.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -68077.710938 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -68077.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -68081.929688 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -68081.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -68083.054688 Penalty: 2302.917969
	Iteration 21Q: 3 clusters Score -68083.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -68083.054688 Penalty: 2302.917969
	Iteration 22F: 3 clusters Score -68083.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -147983.937500 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -147983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -145647.515625 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -145647.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -146153.093750 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -146153.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -146236.265625 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -146236.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -146283.953125 Penalty: 2530.494385
	Iteration 3Q: 3 clusters Score -146284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -146339.312500 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -146339.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -146395.078125 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -146395.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -146438.515625 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -146438.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -146474.171875 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -146474.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -146508.406250 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -146508.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -146539.015625 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -146539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -146563.078125 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -146563.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -146583.312500 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -146583.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -146596.937500 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -146596.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -146607.234375 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -146607.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -146617.609375 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -146617.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -146627.093750 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -146627.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -146634.015625 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -146634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -146640.843750 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -146640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -146645.796875 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -146645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -146650.156250 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -146650.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -146654.890625 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -146654.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -146658.234375 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -146658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146659.812500 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -146659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -146661.484375 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -146661.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -146663.000000 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -146663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -146663.000000 Penalty: 2530.494385
	Iteration 25F: 3 clusters Score -146663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -355129.562500 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -355129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -350554.500000 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -350554.5 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -351853.187500 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -351853.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -352117.156250 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -352117.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -352339.062500 Penalty: 2821.659668
	Iteration 3F: 3 clusters Score -352339.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -352560.437500 Penalty: 2821.659668
	Iteration 4F: 3 clusters Score -352560.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -352814.687500 Penalty: 2821.659668
	Iteration 5F: 3 clusters Score -352814.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -353063.062500 Penalty: 2821.659668
	Iteration 6F: 3 clusters Score -353063.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -353241.843750 Penalty: 2821.659668
	Iteration 7Q: 3 clusters Score -353241.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -353378.593750 Penalty: 2821.659668
	Iteration 8Q: 3 clusters Score -353378.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -353473.000000 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -353473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -353556.875000 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -353556.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -353635.625000 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -353635.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -353696.062500 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -353696.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -353750.343750 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -353750.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -353774.468750 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -353774.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -353795.750000 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -353795.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -353815.000000 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -353815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -353830.375000 Penalty: 2821.659668
	Iteration 17Q: 3 clusters Score -353830.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -353844.406250 Penalty: 2821.659668
	Iteration 18Q: 3 clusters Score -353844.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -353861.156250 Penalty: 2821.659668
	Iteration 19Q: 3 clusters Score -353861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -353876.750000 Penalty: 2821.659668
	Iteration 20F: 3 clusters Score -353876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -353886.093750 Penalty: 2821.659668
	Iteration 21Q: 3 clusters Score -353886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -353890.375000 Penalty: 2821.659668
	Iteration 22Q: 3 clusters Score -353890.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -353898.031250 Penalty: 2821.659668
	Iteration 23Q: 3 clusters Score -353898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -353900.906250 Penalty: 2821.659668
	Iteration 24Q: 3 clusters Score -353900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -353904.750000 Penalty: 2821.659668
	Iteration 25Q: 3 clusters Score -353904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -353906.062500 Penalty: 2821.659668
	Iteration 26Q: 3 clusters Score -353906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -353908.218750 Penalty: 2821.659668
	Iteration 27Q: 3 clusters Score -353908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -353913.781250 Penalty: 2821.659668
	Iteration 28Q: 3 clusters Score -353913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -353917.531250 Penalty: 2821.659668
	Iteration 29Q: 3 clusters Score -353917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -353919.468750 Penalty: 2821.659668
	Iteration 30Q: 3 clusters Score -353919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -353923.156250 Penalty: 2821.659668
	Iteration 31Q: 3 clusters Score -353923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -353925.375000 Penalty: 2821.659668
	Iteration 32Q: 3 clusters Score -353925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -353925.718750 Penalty: 2821.659668
	Iteration 33Q: 3 clusters Score -353925.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -353925.718750 Penalty: 2821.659668
	Iteration 34F: 3 clusters Score -353925.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -223382.562500 Penalty: 1373.816162
	Iteration 0F: 2 clusters Score -223382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -219664.781250 Penalty: 2747.632324
	Iteration 0F: 3 clusters Score -219664.8 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -220885.250000 Penalty: 2747.632324
	Iteration 1F: 3 clusters Score -220885.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -221315.875000 Penalty: 2747.632324
	Iteration 2F: 3 clusters Score -221315.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -221725.937500 Penalty: 2747.632324
	Iteration 3F: 3 clusters Score -221725.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -222054.718750 Penalty: 2747.632324
	Iteration 4F: 3 clusters Score -222054.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -222267.718750 Penalty: 2747.632324
	Iteration 5F: 3 clusters Score -222267.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -222394.812500 Penalty: 2747.632324
	Iteration 6Q: 3 clusters Score -222394.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -222477.515625 Penalty: 2747.632324
	Iteration 7Q: 3 clusters Score -222477.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -222521.265625 Penalty: 2747.632324
	Iteration 8Q: 3 clusters Score -222521.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -222545.703125 Penalty: 2747.632324
	Iteration 9Q: 3 clusters Score -222545.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -222565.781250 Penalty: 2747.632324
	Iteration 10Q: 3 clusters Score -222565.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -222585.234375 Penalty: 2747.632324
	Iteration 11Q: 3 clusters Score -222585.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -222597.187500 Penalty: 2747.632324
	Iteration 12Q: 3 clusters Score -222597.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -222608.265625 Penalty: 2747.632324
	Iteration 13Q: 3 clusters Score -222608.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -222618.515625 Penalty: 2747.632324
	Iteration 14Q: 3 clusters Score -222618.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -222627.343750 Penalty: 2747.632324
	Iteration 15Q: 3 clusters Score -222627.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -222636.671875 Penalty: 2747.632324
	Iteration 16Q: 3 clusters Score -222636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -222644.843750 Penalty: 2747.632324
	Iteration 17Q: 3 clusters Score -222644.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -222658.671875 Penalty: 2747.632324
	Iteration 18Q: 3 clusters Score -222658.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -222670.765625 Penalty: 2747.632324
	Iteration 19Q: 3 clusters Score -222670.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -222682.593750 Penalty: 2747.632324
	Iteration 20F: 3 clusters Score -222682.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -222698.656250 Penalty: 2747.632324
	Iteration 21Q: 3 clusters Score -222698.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -222706.140625 Penalty: 2747.632324
	Iteration 22Q: 3 clusters Score -222706.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -222714.156250 Penalty: 2747.632324
	Iteration 23Q: 3 clusters Score -222714.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -222718.281250 Penalty: 2747.632324
	Iteration 24Q: 3 clusters Score -222718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -222723.187500 Penalty: 2747.632324
	Iteration 25Q: 3 clusters Score -222723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -222726.187500 Penalty: 2747.632324
	Iteration 26Q: 3 clusters Score -222726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -222731.921875 Penalty: 2747.632324
	Iteration 27Q: 3 clusters Score -222731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -222740.390625 Penalty: 2747.632324
	Iteration 28Q: 3 clusters Score -222740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -222744.765625 Penalty: 2747.632324
	Iteration 29Q: 3 clusters Score -222744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -222748.546875 Penalty: 2747.632324
	Iteration 30Q: 3 clusters Score -222748.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -222751.171875 Penalty: 2747.632324
	Iteration 31Q: 3 clusters Score -222751.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -222753.703125 Penalty: 2747.632324
	Iteration 32Q: 3 clusters Score -222753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -222755.484375 Penalty: 2747.632324
	Iteration 33Q: 3 clusters Score -222755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -222756.343750 Penalty: 2747.632324
	Iteration 34Q: 3 clusters Score -222756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -222758.125000 Penalty: 2747.632324
	Iteration 35Q: 3 clusters Score -222758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -222759.156250 Penalty: 2747.632324
	Iteration 36Q: 3 clusters Score -222759.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -222760.500000 Penalty: 2747.632324
	Iteration 37Q: 3 clusters Score -222760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -222761.015625 Penalty: 2747.632324
	Iteration 38Q: 3 clusters Score -222761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -222761.546875 Penalty: 2747.632324
	Iteration 39Q: 3 clusters Score -222761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -222761.546875 Penalty: 2747.632324
	Iteration 40F: 3 clusters Score -222761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Entering Unmasked Estep 
Score: -219656.343750 Penalty: 1338.890991
	Iteration 0F: 2 clusters Score -219656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -216434.734375 Penalty: 2677.781982
	Iteration 0F: 3 clusters Score -216434.7 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -217324.312500 Penalty: 2677.781982
	Iteration 1F: 3 clusters Score -217324.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -217485.781250 Penalty: 2677.781982
	Iteration 2F: 3 clusters Score -217485.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -217619.015625 Penalty: 2677.781982
	Iteration 3F: 3 clusters Score -217619 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -217726.406250 Penalty: 2677.781982
	Iteration 4Q: 3 clusters Score -217726.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -217811.968750 Penalty: 2677.781982
	Iteration 5Q: 3 clusters Score -217812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -217885.453125 Penalty: 2677.781982
	Iteration 6Q: 3 clusters Score -217885.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -217956.031250 Penalty: 2677.781982
	Iteration 7Q: 3 clusters Score -217956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -218019.046875 Penalty: 2677.781982
	Iteration 8Q: 3 clusters Score -218019 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -218087.578125 Penalty: 2677.781982
	Iteration 9Q: 3 clusters Score -218087.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -218164.546875 Penalty: 2677.781982
	Iteration 10Q: 3 clusters Score -218164.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -218224.890625 Penalty: 2677.781982
	Iteration 11Q: 3 clusters Score -218224.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -218283.109375 Penalty: 2677.781982
	Iteration 12Q: 3 clusters Score -218283.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -218340.796875 Penalty: 2677.781982
	Iteration 13Q: 3 clusters Score -218340.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -218401.890625 Penalty: 2677.781982
	Iteration 14Q: 3 clusters Score -218401.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -218448.953125 Penalty: 2677.781982
	Iteration 15Q: 3 clusters Score -218449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -218481.890625 Penalty: 2677.781982
	Iteration 16Q: 3 clusters Score -218481.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -218512.687500 Penalty: 2677.781982
	Iteration 17Q: 3 clusters Score -218512.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218534.796875 Penalty: 2677.781982
	Iteration 18Q: 3 clusters Score -218534.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218548.000000 Penalty: 2677.781982
	Iteration 19Q: 3 clusters Score -218548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -218563.625000 Penalty: 2677.781982
	Iteration 20F: 3 clusters Score -218563.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -218573.812500 Penalty: 2677.781982
	Iteration 21Q: 3 clusters Score -218573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218585.796875 Penalty: 2677.781982
	Iteration 22Q: 3 clusters Score -218585.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -218603.593750 Penalty: 2677.781982
	Iteration 23Q: 3 clusters Score -218603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218619.968750 Penalty: 2677.781982
	Iteration 24Q: 3 clusters Score -218620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -218640.093750 Penalty: 2677.781982
	Iteration 25Q: 3 clusters Score -218640.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -218660.843750 Penalty: 2677.781982
	Iteration 26Q: 3 clusters Score -218660.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218683.765625 Penalty: 2677.781982
	Iteration 27Q: 3 clusters Score -218683.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -218713.859375 Penalty: 2677.781982
	Iteration 28Q: 3 clusters Score -218713.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218748.328125 Penalty: 2677.781982
	Iteration 29Q: 3 clusters Score -218748.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -218773.281250 Penalty: 2677.781982
	Iteration 30Q: 3 clusters Score -218773.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -218796.859375 Penalty: 2677.781982
	Iteration 31Q: 3 clusters Score -218796.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -218819.125000 Penalty: 2677.781982
	Iteration 32Q: 3 clusters Score -218819.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -218841.781250 Penalty: 2677.781982
	Iteration 33Q: 3 clusters Score -218841.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -218858.500000 Penalty: 2677.781982
	Iteration 34Q: 3 clusters Score -218858.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -218870.843750 Penalty: 2677.781982
	Iteration 35Q: 3 clusters Score -218870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -218878.468750 Penalty: 2677.781982
	Iteration 36Q: 3 clusters Score -218878.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -218894.109375 Penalty: 2677.781982
	Iteration 37Q: 3 clusters Score -218894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -218909.218750 Penalty: 2677.781982
	Iteration 38Q: 3 clusters Score -218909.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -218918.500000 Penalty: 2677.781982
	Iteration 39Q: 3 clusters Score -218918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -218926.171875 Penalty: 2677.781982
	Iteration 40F: 3 clusters Score -218926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -218940.375000 Penalty: 2677.781982
	Iteration 41Q: 3 clusters Score -218940.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -218949.250000 Penalty: 2677.781982
	Iteration 42Q: 3 clusters Score -218949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -218953.593750 Penalty: 2677.781982
	Iteration 43Q: 3 clusters Score -218953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -218958.453125 Penalty: 2677.781982
	Iteration 44Q: 3 clusters Score -218958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -218960.531250 Penalty: 2677.781982
	Iteration 45Q: 3 clusters Score -218960.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -218963.234375 Penalty: 2677.781982
	Iteration 46Q: 3 clusters Score -218963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -218966.218750 Penalty: 2677.781982
	Iteration 47Q: 3 clusters Score -218966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -218970.562500 Penalty: 2677.781982
	Iteration 48Q: 3 clusters Score -218970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -218973.921875 Penalty: 2677.781982
	Iteration 49Q: 3 clusters Score -218973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -218977.921875 Penalty: 2677.781982
	Iteration 50Q: 3 clusters Score -218977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -218983.015625 Penalty: 2677.781982
	Iteration 51Q: 3 clusters Score -218983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -218986.968750 Penalty: 2677.781982
	Iteration 52Q: 3 clusters Score -218987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -218992.406250 Penalty: 2677.781982
	Iteration 53Q: 3 clusters Score -218992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -218997.093750 Penalty: 2677.781982
	Iteration 54Q: 3 clusters Score -218997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -218999.593750 Penalty: 2677.781982
	Iteration 55Q: 3 clusters Score -218999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -219001.937500 Penalty: 2677.781982
	Iteration 56Q: 3 clusters Score -219001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -219005.468750 Penalty: 2677.781982
	Iteration 57Q: 3 clusters Score -219005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -219008.671875 Penalty: 2677.781982
	Iteration 58Q: 3 clusters Score -219008.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -219014.953125 Penalty: 2677.781982
	Iteration 59Q: 3 clusters Score -219015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -219017.000000 Penalty: 2677.781982
	Iteration 60F: 3 clusters Score -219017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -219018.109375 Penalty: 2677.781982
	Iteration 61Q: 3 clusters Score -219018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -219020.906250 Penalty: 2677.781982
	Iteration 62Q: 3 clusters Score -219020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219022.484375 Penalty: 2677.781982
	Iteration 63Q: 3 clusters Score -219022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219023.125000 Penalty: 2677.781982
	Iteration 64Q: 3 clusters Score -219023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -219023.578125 Penalty: 2677.781982
	Iteration 65Q: 3 clusters Score -219023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -219024.578125 Penalty: 2677.781982
	Iteration 66Q: 3 clusters Score -219024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -219024.515625 Penalty: 2677.781982
	Iteration 67Q: 3 clusters Score -219024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -219025.203125 Penalty: 2677.781982
	Iteration 68Q: 3 clusters Score -219025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -219025.765625 Penalty: 2677.781982
	Iteration 69Q: 3 clusters Score -219025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -219025.765625 Penalty: 2677.781982
	Iteration 70F: 3 clusters Score -219025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -32947.683594 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -32947.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31801.894531 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -31801.89 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31992.583984 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -31992.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32045.224609 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -32045.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32071.244141 Penalty: 2074.090088
	Iteration 3Q: 3 clusters Score -32071.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32075.976562 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -32075.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32078.105469 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -32078.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32078.863281 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -32078.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32078.863281 Penalty: 2074.090088
	Iteration 7F: 3 clusters Score -32078.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Entering Unmasked Estep 
Score: -1356792.875000 Penalty: 1633.770752
	Iteration 0F: 2 clusters Score -1356793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1341112.125000 Penalty: 3267.541504
	Iteration 0F: 3 clusters Score -1341112 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1346989.500000 Penalty: 3267.541504
	Iteration 1F: 3 clusters Score -1346990 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1347471.375000 Penalty: 3267.541504
	Iteration 2F: 3 clusters Score -1347471 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1347928.750000 Penalty: 3267.541504
	Iteration 3Q: 3 clusters Score -1347929 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1348425.625000 Penalty: 3267.541504
	Iteration 4Q: 3 clusters Score -1348426 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1348989.750000 Penalty: 3267.541504
	Iteration 5Q: 3 clusters Score -1348990 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1349572.500000 Penalty: 3267.541504
	Iteration 6F: 3 clusters Score -1349572 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1350128.875000 Penalty: 3267.541504
	Iteration 7F: 3 clusters Score -1350129 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1350608.750000 Penalty: 3267.541504
	Iteration 8Q: 3 clusters Score -1350609 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1350965.000000 Penalty: 3267.541504
	Iteration 9Q: 3 clusters Score -1350965 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1351233.375000 Penalty: 3267.541504
	Iteration 10Q: 3 clusters Score -1351233 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1351423.375000 Penalty: 3267.541504
	Iteration 11Q: 3 clusters Score -1351423 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1351571.875000 Penalty: 3267.541504
	Iteration 12Q: 3 clusters Score -1351572 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1351673.250000 Penalty: 3267.541504
	Iteration 13Q: 3 clusters Score -1351673 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1351739.375000 Penalty: 3267.541504
	Iteration 14Q: 3 clusters Score -1351739 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1351781.125000 Penalty: 3267.541504
	Iteration 15Q: 3 clusters Score -1351781 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1351810.500000 Penalty: 3267.541504
	Iteration 16Q: 3 clusters Score -1351810 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1351830.000000 Penalty: 3267.541504
	Iteration 17Q: 3 clusters Score -1351830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1351841.500000 Penalty: 3267.541504
	Iteration 18Q: 3 clusters Score -1351842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1351853.625000 Penalty: 3267.541504
	Iteration 19Q: 3 clusters Score -1351854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1351859.625000 Penalty: 3267.541504
	Iteration 20F: 3 clusters Score -1351860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1351875.250000 Penalty: 3267.541504
	Iteration 21Q: 3 clusters Score -1351875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1351879.000000 Penalty: 3267.541504
	Iteration 22Q: 3 clusters Score -1351879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1351887.375000 Penalty: 3267.541504
	Iteration 23Q: 3 clusters Score -1351887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1351893.500000 Penalty: 3267.541504
	Iteration 24Q: 3 clusters Score -1351894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1351894.875000 Penalty: 3267.541504
	Iteration 25Q: 3 clusters Score -1351895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1351896.000000 Penalty: 3267.541504
	Iteration 26Q: 3 clusters Score -1351896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1351897.875000 Penalty: 3267.541504
	Iteration 27Q: 3 clusters Score -1351898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1351904.750000 Penalty: 3267.541504
	Iteration 28Q: 3 clusters Score -1351905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1351915.125000 Penalty: 3267.541504
	Iteration 29Q: 3 clusters Score -1351915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1351917.625000 Penalty: 3267.541504
	Iteration 30Q: 3 clusters Score -1351918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1351929.125000 Penalty: 3267.541504
	Iteration 31Q: 3 clusters Score -1351929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1351943.000000 Penalty: 3267.541504
	Iteration 32Q: 3 clusters Score -1351943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1351956.375000 Penalty: 3267.541504
	Iteration 33Q: 3 clusters Score -1351956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1351967.125000 Penalty: 3267.541504
	Iteration 34Q: 3 clusters Score -1351967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1351976.750000 Penalty: 3267.541504
	Iteration 35Q: 3 clusters Score -1351977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1352002.875000 Penalty: 3267.541504
	Iteration 36Q: 3 clusters Score -1352003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1352022.500000 Penalty: 3267.541504
	Iteration 37Q: 3 clusters Score -1352022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1352064.000000 Penalty: 3267.541504
	Iteration 38Q: 3 clusters Score -1352064 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1352121.250000 Penalty: 3267.541504
	Iteration 39Q: 3 clusters Score -1352121 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1352210.125000 Penalty: 3267.541504
	Iteration 40F: 3 clusters Score -1352210 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1352353.250000 Penalty: 3267.541504
	Iteration 41Q: 3 clusters Score -1352353 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1352541.000000 Penalty: 3267.541504
	Iteration 42Q: 3 clusters Score -1352541 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1352811.125000 Penalty: 3267.541504
	Iteration 43Q: 3 clusters Score -1352811 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1353235.250000 Penalty: 3267.541504
	Iteration 44Q: 3 clusters Score -1353235 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1353731.750000 Penalty: 3267.541504
	Iteration 45Q: 3 clusters Score -1353732 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1354232.625000 Penalty: 3267.541504
	Iteration 46Q: 3 clusters Score -1354233 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1354654.750000 Penalty: 3267.541504
	Iteration 47Q: 3 clusters Score -1354655 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1354943.125000 Penalty: 3267.541504
	Iteration 48Q: 3 clusters Score -1354943 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1355168.125000 Penalty: 3267.541504
	Iteration 49Q: 3 clusters Score -1355168 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1355384.500000 Penalty: 3267.541504
	Iteration 50Q: 3 clusters Score -1355384 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1355566.250000 Penalty: 3267.541504
	Iteration 51Q: 3 clusters Score -1355566 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1355693.500000 Penalty: 3267.541504
	Iteration 52Q: 3 clusters Score -1355694 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1355785.375000 Penalty: 3267.541504
	Iteration 53Q: 3 clusters Score -1355785 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1355834.000000 Penalty: 3267.541504
	Iteration 54Q: 3 clusters Score -1355834 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1355881.625000 Penalty: 3267.541504
	Iteration 55Q: 3 clusters Score -1355882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1355917.500000 Penalty: 3267.541504
	Iteration 56Q: 3 clusters Score -1355918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -1355944.500000 Penalty: 3267.541504
	Iteration 57Q: 3 clusters Score -1355944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1355969.500000 Penalty: 3267.541504
	Iteration 58Q: 3 clusters Score -1355970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -1355988.500000 Penalty: 3267.541504
	Iteration 59Q: 3 clusters Score -1355988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1355997.125000 Penalty: 3267.541504
	Iteration 60F: 3 clusters Score -1355997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1356004.375000 Penalty: 3267.541504
	Iteration 61Q: 3 clusters Score -1356004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -1356014.375000 Penalty: 3267.541504
	Iteration 62Q: 3 clusters Score -1356014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1356018.125000 Penalty: 3267.541504
	Iteration 63Q: 3 clusters Score -1356018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1356016.750000 Penalty: 3267.541504
	Iteration 64Q: 3 clusters Score -1356017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1356016.000000 Penalty: 3267.541504
	Iteration 65Q: 3 clusters Score -1356016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -1356017.500000 Penalty: 3267.541504
	Iteration 66Q: 3 clusters Score -1356018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1356018.250000 Penalty: 3267.541504
	Iteration 67Q: 3 clusters Score -1356018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1356020.000000 Penalty: 3267.541504
	Iteration 68Q: 3 clusters Score -1356020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1356022.750000 Penalty: 3267.541504
	Iteration 69Q: 3 clusters Score -1356023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -1356022.250000 Penalty: 3267.541504
	Iteration 70Q: 3 clusters Score -1356022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -1356023.500000 Penalty: 3267.541504
	Iteration 71Q: 3 clusters Score -1356024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1356022.625000 Penalty: 3267.541504
	Iteration 72Q: 3 clusters Score -1356023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1356023.750000 Penalty: 3267.541504
	Iteration 73Q: 3 clusters Score -1356024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1356020.750000 Penalty: 3267.541504
	Iteration 74Q: 3 clusters Score -1356021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1356023.750000 Penalty: 3267.541504
	Iteration 75Q: 3 clusters Score -1356024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1356023.750000 Penalty: 3267.541504
	Iteration 76Q: 3 clusters Score -1356024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1356025.875000 Penalty: 3267.541504
	Iteration 77Q: 3 clusters Score -1356026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -1356023.125000 Penalty: 3267.541504
	Iteration 78Q: 3 clusters Score -1356023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1356025.625000 Penalty: 3267.541504
	Iteration 79Q: 3 clusters Score -1356026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -1356024.125000 Penalty: 3267.541504
	Iteration 80F: 3 clusters Score -1356024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Entering Unmasked Estep 
Score: -1502019.875000 Penalty: 1647.020630
	Iteration 0F: 2 clusters Score -1502020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1484955.500000 Penalty: 3294.041260
	Iteration 0F: 3 clusters Score -1484956 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1491312.750000 Penalty: 3294.041260
	Iteration 1F: 3 clusters Score -1491313 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1491707.750000 Penalty: 3294.041260
	Iteration 2Q: 3 clusters Score -1491708 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1492214.625000 Penalty: 3294.041260
	Iteration 3Q: 3 clusters Score -1492215 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1492783.125000 Penalty: 3294.041260
	Iteration 4F: 3 clusters Score -1492783 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1493441.000000 Penalty: 3294.041260
	Iteration 5F: 3 clusters Score -1493441 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1494192.875000 Penalty: 3294.041260
	Iteration 6F: 3 clusters Score -1494193 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1494955.875000 Penalty: 3294.041260
	Iteration 7F: 3 clusters Score -1494956 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1495703.875000 Penalty: 3294.041260
	Iteration 8F: 3 clusters Score -1495704 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1496457.250000 Penalty: 3294.041260
	Iteration 9F: 3 clusters Score -1496457 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1497133.000000 Penalty: 3294.041260
	Iteration 10Q: 3 clusters Score -1497133 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -1497773.875000 Penalty: 3294.041260
	Iteration 11Q: 3 clusters Score -1497774 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -1498361.250000 Penalty: 3294.041260
	Iteration 12Q: 3 clusters Score -1498361 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -1498855.875000 Penalty: 3294.041260
	Iteration 13Q: 3 clusters Score -1498856 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -1499305.125000 Penalty: 3294.041260
	Iteration 14Q: 3 clusters Score -1499305 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -1499689.750000 Penalty: 3294.041260
	Iteration 15Q: 3 clusters Score -1499690 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -1500001.875000 Penalty: 3294.041260
	Iteration 16Q: 3 clusters Score -1500002 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -1500238.000000 Penalty: 3294.041260
	Iteration 17Q: 3 clusters Score -1500238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -1500377.375000 Penalty: 3294.041260
	Iteration 18Q: 3 clusters Score -1500377 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -1500473.750000 Penalty: 3294.041260
	Iteration 19Q: 3 clusters Score -1500474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -1500517.125000 Penalty: 3294.041260
	Iteration 20F: 3 clusters Score -1500517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -1500549.875000 Penalty: 3294.041260
	Iteration 21Q: 3 clusters Score -1500550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -1500581.875000 Penalty: 3294.041260
	Iteration 22Q: 3 clusters Score -1500582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -1500599.625000 Penalty: 3294.041260
	Iteration 23Q: 3 clusters Score -1500600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -1500609.500000 Penalty: 3294.041260
	Iteration 24Q: 3 clusters Score -1500610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -1500615.125000 Penalty: 3294.041260
	Iteration 25Q: 3 clusters Score -1500615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -1500623.250000 Penalty: 3294.041260
	Iteration 26Q: 3 clusters Score -1500623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -1500628.375000 Penalty: 3294.041260
	Iteration 27Q: 3 clusters Score -1500628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -1500631.500000 Penalty: 3294.041260
	Iteration 28Q: 3 clusters Score -1500632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -1500637.750000 Penalty: 3294.041260
	Iteration 29Q: 3 clusters Score -1500638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -1500640.875000 Penalty: 3294.041260
	Iteration 30Q: 3 clusters Score -1500641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -1500645.875000 Penalty: 3294.041260
	Iteration 31Q: 3 clusters Score -1500646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -1500645.875000 Penalty: 3294.041260
	Iteration 32Q: 3 clusters Score -1500646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -1500647.500000 Penalty: 3294.041260
	Iteration 33Q: 3 clusters Score -1500648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1500650.000000 Penalty: 3294.041260
	Iteration 34Q: 3 clusters Score -1500650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -1500649.125000 Penalty: 3294.041260
	Iteration 35Q: 3 clusters Score -1500649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1500653.375000 Penalty: 3294.041260
	Iteration 36Q: 3 clusters Score -1500653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -1500657.875000 Penalty: 3294.041260
	Iteration 37Q: 3 clusters Score -1500658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -1500659.375000 Penalty: 3294.041260
	Iteration 38Q: 3 clusters Score -1500659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -1500662.375000 Penalty: 3294.041260
	Iteration 39Q: 3 clusters Score -1500662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -1500662.875000 Penalty: 3294.041260
	Iteration 40F: 3 clusters Score -1500663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -1500664.625000 Penalty: 3294.041260
	Iteration 41Q: 3 clusters Score -1500665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -1500667.750000 Penalty: 3294.041260
	Iteration 42Q: 3 clusters Score -1500668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -1500670.375000 Penalty: 3294.041260
	Iteration 43Q: 3 clusters Score -1500670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -1500670.375000 Penalty: 3294.041260
	Iteration 44F: 3 clusters Score -1500670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -89311.937500 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -89311.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -87420.210938 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -87420.21 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -87771.265625 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -87771.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -87856.015625 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -87856.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -87904.101562 Penalty: 2401.206543
	Iteration 3Q: 3 clusters Score -87904.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -87945.304688 Penalty: 2401.206543
	Iteration 4Q: 3 clusters Score -87945.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -87970.484375 Penalty: 2401.206543
	Iteration 5Q: 3 clusters Score -87970.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87989.367188 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -87989.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -88004.085938 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -88004.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -88009.742188 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -88009.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -88012.968750 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -88012.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -88014.179688 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -88014.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -88014.718750 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -88014.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -88014.718750 Penalty: 2401.206543
	Iteration 12F: 3 clusters Score -88014.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -126533.117188 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -126533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -124277.640625 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -124277.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -124810.539062 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -124810.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -124952.953125 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -124953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -125040.445312 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -125040.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -125109.609375 Penalty: 2516.703613
	Iteration 4Q: 3 clusters Score -125109.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -125174.250000 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -125174.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -125226.984375 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -125227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -125268.351562 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -125268.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -125306.218750 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -125306.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -125348.671875 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -125348.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -125374.703125 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -125374.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -125400.789062 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -125400.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -125430.898438 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -125430.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -125461.031250 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -125461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -125488.046875 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -125488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -125514.421875 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -125514.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -125544.062500 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -125544.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -125577.195312 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -125577.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -125633.343750 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -125633.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -125689.695312 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -125689.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -125762.328125 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -125762.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -125887.859375 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -125887.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -126007.164062 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -126007.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -126123.585938 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -126123.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -126228.539062 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -126228.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -126296.843750 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -126296.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -126327.843750 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -126327.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -126343.734375 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -126343.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -126353.156250 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -126353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -126356.398438 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -126356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -126358.468750 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -126358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -126360.468750 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -126360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -126362.203125 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -126362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -126363.453125 Penalty: 2516.703613
	Iteration 33Q: 3 clusters Score -126363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -126363.453125 Penalty: 2516.703613
	Iteration 34F: 3 clusters Score -126363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -182686.687500 Penalty: 1340.513428
	Iteration 0F: 2 clusters Score -182686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -179529.218750 Penalty: 2681.026855
	Iteration 0F: 3 clusters Score -179529.2 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -180401.578125 Penalty: 2681.026855
	Iteration 1F: 3 clusters Score -180401.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -180609.609375 Penalty: 2681.026855
	Iteration 2F: 3 clusters Score -180609.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -180762.750000 Penalty: 2681.026855
	Iteration 3F: 3 clusters Score -180762.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -180883.984375 Penalty: 2681.026855
	Iteration 4F: 3 clusters Score -180884 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -180975.046875 Penalty: 2681.026855
	Iteration 5Q: 3 clusters Score -180975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -181051.296875 Penalty: 2681.026855
	Iteration 6Q: 3 clusters Score -181051.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -181120.375000 Penalty: 2681.026855
	Iteration 7Q: 3 clusters Score -181120.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -181176.906250 Penalty: 2681.026855
	Iteration 8Q: 3 clusters Score -181176.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -181214.359375 Penalty: 2681.026855
	Iteration 9Q: 3 clusters Score -181214.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -181241.125000 Penalty: 2681.026855
	Iteration 10Q: 3 clusters Score -181241.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -181269.906250 Penalty: 2681.026855
	Iteration 11Q: 3 clusters Score -181269.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -181284.468750 Penalty: 2681.026855
	Iteration 12Q: 3 clusters Score -181284.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -181295.859375 Penalty: 2681.026855
	Iteration 13Q: 3 clusters Score -181295.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -181306.250000 Penalty: 2681.026855
	Iteration 14Q: 3 clusters Score -181306.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -181315.421875 Penalty: 2681.026855
	Iteration 15Q: 3 clusters Score -181315.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -181322.718750 Penalty: 2681.026855
	Iteration 16Q: 3 clusters Score -181322.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -181330.296875 Penalty: 2681.026855
	Iteration 17Q: 3 clusters Score -181330.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -181334.421875 Penalty: 2681.026855
	Iteration 18Q: 3 clusters Score -181334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -181339.718750 Penalty: 2681.026855
	Iteration 19Q: 3 clusters Score -181339.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -181345.921875 Penalty: 2681.026855
	Iteration 20F: 3 clusters Score -181345.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -181349.546875 Penalty: 2681.026855
	Iteration 21Q: 3 clusters Score -181349.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -181353.765625 Penalty: 2681.026855
	Iteration 22Q: 3 clusters Score -181353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -181359.265625 Penalty: 2681.026855
	Iteration 23Q: 3 clusters Score -181359.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -181363.031250 Penalty: 2681.026855
	Iteration 24Q: 3 clusters Score -181363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -181366.781250 Penalty: 2681.026855
	Iteration 25Q: 3 clusters Score -181366.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -181372.031250 Penalty: 2681.026855
	Iteration 26Q: 3 clusters Score -181372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -181373.984375 Penalty: 2681.026855
	Iteration 27Q: 3 clusters Score -181374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -181376.796875 Penalty: 2681.026855
	Iteration 28Q: 3 clusters Score -181376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -181379.921875 Penalty: 2681.026855
	Iteration 29Q: 3 clusters Score -181379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -181381.484375 Penalty: 2681.026855
	Iteration 30Q: 3 clusters Score -181381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -181383.265625 Penalty: 2681.026855
	Iteration 31Q: 3 clusters Score -181383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -181385.765625 Penalty: 2681.026855
	Iteration 32Q: 3 clusters Score -181385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -181387.218750 Penalty: 2681.026855
	Iteration 33Q: 3 clusters Score -181387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -181387.953125 Penalty: 2681.026855
	Iteration 34Q: 3 clusters Score -181388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -181388.375000 Penalty: 2681.026855
	Iteration 35Q: 3 clusters Score -181388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -181388.625000 Penalty: 2681.026855
	Iteration 36Q: 3 clusters Score -181388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -181389.640625 Penalty: 2681.026855
	Iteration 37Q: 3 clusters Score -181389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -181389.578125 Penalty: 2681.026855
	Iteration 38Q: 3 clusters Score -181389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -181389.906250 Penalty: 2681.026855
	Iteration 39Q: 3 clusters Score -181389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -181389.906250 Penalty: 2681.026855
	Iteration 40F: 3 clusters Score -181389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -102866.140625 Penalty: 1256.010498
	Iteration 0F: 2 clusters Score -102866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -100598.390625 Penalty: 2512.020996
	Iteration 0F: 3 clusters Score -100598.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -101227.265625 Penalty: 2512.020996
	Iteration 1F: 3 clusters Score -101227.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -101399.906250 Penalty: 2512.020996
	Iteration 2F: 3 clusters Score -101399.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -101552.000000 Penalty: 2512.020996
	Iteration 3F: 3 clusters Score -101552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -101681.070312 Penalty: 2512.020996
	Iteration 4F: 3 clusters Score -101681.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -101808.554688 Penalty: 2512.020996
	Iteration 5F: 3 clusters Score -101808.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -101947.757812 Penalty: 2512.020996
	Iteration 6F: 3 clusters Score -101947.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -102058.781250 Penalty: 2512.020996
	Iteration 7F: 3 clusters Score -102058.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -102134.492188 Penalty: 2512.020996
	Iteration 8Q: 3 clusters Score -102134.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -102199.078125 Penalty: 2512.020996
	Iteration 9Q: 3 clusters Score -102199.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -102253.609375 Penalty: 2512.020996
	Iteration 10Q: 3 clusters Score -102253.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -102328.195312 Penalty: 2512.020996
	Iteration 11Q: 3 clusters Score -102328.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -102391.539062 Penalty: 2512.020996
	Iteration 12Q: 3 clusters Score -102391.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -102440.750000 Penalty: 2512.020996
	Iteration 13Q: 3 clusters Score -102440.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -102484.156250 Penalty: 2512.020996
	Iteration 14Q: 3 clusters Score -102484.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -102531.210938 Penalty: 2512.020996
	Iteration 15Q: 3 clusters Score -102531.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -102560.890625 Penalty: 2512.020996
	Iteration 16Q: 3 clusters Score -102560.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -102584.585938 Penalty: 2512.020996
	Iteration 17Q: 3 clusters Score -102584.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -102608.640625 Penalty: 2512.020996
	Iteration 18Q: 3 clusters Score -102608.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -102627.578125 Penalty: 2512.020996
	Iteration 19Q: 3 clusters Score -102627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -102643.984375 Penalty: 2512.020996
	Iteration 20F: 3 clusters Score -102644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -102675.937500 Penalty: 2512.020996
	Iteration 21Q: 3 clusters Score -102675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -102727.953125 Penalty: 2512.020996
	Iteration 22Q: 3 clusters Score -102728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -102798.648438 Penalty: 2512.020996
	Iteration 23Q: 3 clusters Score -102798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -102819.445312 Penalty: 2512.020996
	Iteration 24Q: 3 clusters Score -102819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -102826.640625 Penalty: 2512.020996
	Iteration 25Q: 3 clusters Score -102826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -102829.375000 Penalty: 2512.020996
	Iteration 26Q: 3 clusters Score -102829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -102832.062500 Penalty: 2512.020996
	Iteration 27Q: 3 clusters Score -102832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -102834.125000 Penalty: 2512.020996
	Iteration 28Q: 3 clusters Score -102834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -102835.632812 Penalty: 2512.020996
	Iteration 29Q: 3 clusters Score -102835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -102836.101562 Penalty: 2512.020996
	Iteration 30Q: 3 clusters Score -102836.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -102836.101562 Penalty: 2512.020996
	Iteration 31F: 3 clusters Score -102836.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -430335.125000 Penalty: 1448.276978
	Iteration 0F: 2 clusters Score -430335.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -424779.375000 Penalty: 2896.553955
	Iteration 0F: 3 clusters Score -424779.4 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -426462.625000 Penalty: 2896.553955
	Iteration 1F: 3 clusters Score -426462.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -426682.218750 Penalty: 2896.553955
	Iteration 2F: 3 clusters Score -426682.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -426886.937500 Penalty: 2896.553955
	Iteration 3F: 3 clusters Score -426886.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -427168.468750 Penalty: 2896.553955
	Iteration 4F: 3 clusters Score -427168.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -427567.968750 Penalty: 2896.553955
	Iteration 5F: 3 clusters Score -427568 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -428061.437500 Penalty: 2896.553955
	Iteration 6F: 3 clusters Score -428061.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -428523.500000 Penalty: 2896.553955
	Iteration 7F: 3 clusters Score -428523.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -428880.968750 Penalty: 2896.553955
	Iteration 8F: 3 clusters Score -428881 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -429118.375000 Penalty: 2896.553955
	Iteration 9Q: 3 clusters Score -429118.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -429275.468750 Penalty: 2896.553955
	Iteration 10Q: 3 clusters Score -429275.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -429395.250000 Penalty: 2896.553955
	Iteration 11Q: 3 clusters Score -429395.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -429482.093750 Penalty: 2896.553955
	Iteration 12Q: 3 clusters Score -429482.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -429550.500000 Penalty: 2896.553955
	Iteration 13Q: 3 clusters Score -429550.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -429603.656250 Penalty: 2896.553955
	Iteration 14Q: 3 clusters Score -429603.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -429647.125000 Penalty: 2896.553955
	Iteration 15Q: 3 clusters Score -429647.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -429683.843750 Penalty: 2896.553955
	Iteration 16Q: 3 clusters Score -429683.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -429714.843750 Penalty: 2896.553955
	Iteration 17Q: 3 clusters Score -429714.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -429741.000000 Penalty: 2896.553955
	Iteration 18Q: 3 clusters Score -429741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -429757.750000 Penalty: 2896.553955
	Iteration 19Q: 3 clusters Score -429757.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -429773.750000 Penalty: 2896.553955
	Iteration 20F: 3 clusters Score -429773.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -429784.562500 Penalty: 2896.553955
	Iteration 21Q: 3 clusters Score -429784.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -429799.468750 Penalty: 2896.553955
	Iteration 22Q: 3 clusters Score -429799.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -429807.343750 Penalty: 2896.553955
	Iteration 23Q: 3 clusters Score -429807.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -429813.781250 Penalty: 2896.553955
	Iteration 24Q: 3 clusters Score -429813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -429817.000000 Penalty: 2896.553955
	Iteration 25Q: 3 clusters Score -429817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -429822.687500 Penalty: 2896.553955
	Iteration 26Q: 3 clusters Score -429822.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429826.937500 Penalty: 2896.553955
	Iteration 27Q: 3 clusters Score -429826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -429830.406250 Penalty: 2896.553955
	Iteration 28Q: 3 clusters Score -429830.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -429834.343750 Penalty: 2896.553955
	Iteration 29Q: 3 clusters Score -429834.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -429837.687500 Penalty: 2896.553955
	Iteration 30Q: 3 clusters Score -429837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -429839.218750 Penalty: 2896.553955
	Iteration 31Q: 3 clusters Score -429839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -429840.468750 Penalty: 2896.553955
	Iteration 32Q: 3 clusters Score -429840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -429841.875000 Penalty: 2896.553955
	Iteration 33Q: 3 clusters Score -429841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -429845.500000 Penalty: 2896.553955
	Iteration 34Q: 3 clusters Score -429845.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -429851.156250 Penalty: 2896.553955
	Iteration 35Q: 3 clusters Score -429851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -429857.281250 Penalty: 2896.553955
	Iteration 36Q: 3 clusters Score -429857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -429860.343750 Penalty: 2896.553955
	Iteration 37Q: 3 clusters Score -429860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -429862.375000 Penalty: 2896.553955
	Iteration 38Q: 3 clusters Score -429862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -429866.125000 Penalty: 2896.553955
	Iteration 39Q: 3 clusters Score -429866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -429867.031250 Penalty: 2896.553955
	Iteration 40F: 3 clusters Score -429867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -429868.218750 Penalty: 2896.553955
	Iteration 41Q: 3 clusters Score -429868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429869.437500 Penalty: 2896.553955
	Iteration 42Q: 3 clusters Score -429869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429869.656250 Penalty: 2896.553955
	Iteration 43Q: 3 clusters Score -429869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429871.312500 Penalty: 2896.553955
	Iteration 44Q: 3 clusters Score -429871.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429871.875000 Penalty: 2896.553955
	Iteration 45Q: 3 clusters Score -429871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429872.062500 Penalty: 2896.553955
	Iteration 46Q: 3 clusters Score -429872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -429873.187500 Penalty: 2896.553955
	Iteration 47Q: 3 clusters Score -429873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -429873.125000 Penalty: 2896.553955
	Iteration 48Q: 3 clusters Score -429873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -429872.937500 Penalty: 2896.553955
	Iteration 49Q: 3 clusters Score -429872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -429873.500000 Penalty: 2896.553955
	Iteration 50Q: 3 clusters Score -429873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -429873.875000 Penalty: 2896.553955
	Iteration 51Q: 3 clusters Score -429873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -429873.968750 Penalty: 2896.553955
	Iteration 52Q: 3 clusters Score -429874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -429874.718750 Penalty: 2896.553955
	Iteration 53Q: 3 clusters Score -429874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -429874.843750 Penalty: 2896.553955
	Iteration 54Q: 3 clusters Score -429874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -429874.843750 Penalty: 2896.553955
	Iteration 55F: 3 clusters Score -429874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -134182.828125 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -134182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -131895.312500 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -131895.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -132528.578125 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -132528.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -132707.171875 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -132707.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -132809.968750 Penalty: 2521.874512
	Iteration 3F: 3 clusters Score -132810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -132862.312500 Penalty: 2521.874512
	Iteration 4Q: 3 clusters Score -132862.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -132890.343750 Penalty: 2521.874512
	Iteration 5Q: 3 clusters Score -132890.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -132912.062500 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -132912.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -132936.656250 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -132936.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -132965.515625 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -132965.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -133003.203125 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -133003.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -133037.531250 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -133037.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -133077.203125 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -133077.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -133127.250000 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -133127.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -133178.500000 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -133178.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -133227.578125 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -133227.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -133271.921875 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -133271.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -133299.578125 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -133299.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -133319.812500 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -133319.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -133337.765625 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -133337.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -133353.156250 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -133353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -133356.875000 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -133356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -133359.468750 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -133359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -133362.484375 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -133362.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -133366.046875 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -133366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -133366.984375 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -133367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -133366.984375 Penalty: 2521.874512
	Iteration 25F: 3 clusters Score -133367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Entering Unmasked Estep 
Score: -914774.437500 Penalty: 1567.665894
	Iteration 0F: 2 clusters Score -914774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -904081.937500 Penalty: 3135.331787
	Iteration 0F: 3 clusters Score -904081.9 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -907831.937500 Penalty: 3135.331787
	Iteration 1F: 3 clusters Score -907831.9 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -908282.687500 Penalty: 3135.331787
	Iteration 2F: 3 clusters Score -908282.7 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -908999.750000 Penalty: 3135.331787
	Iteration 3F: 3 clusters Score -908999.8 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -909976.062500 Penalty: 3135.331787
	Iteration 4F: 3 clusters Score -909976.1 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -910980.937500 Penalty: 3135.331787
	Iteration 5F: 3 clusters Score -910980.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -911742.250000 Penalty: 3135.331787
	Iteration 6F: 3 clusters Score -911742.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -912208.312500 Penalty: 3135.331787
	Iteration 7F: 3 clusters Score -912208.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -912494.687500 Penalty: 3135.331787
	Iteration 8Q: 3 clusters Score -912494.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -912663.687500 Penalty: 3135.331787
	Iteration 9Q: 3 clusters Score -912663.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -912760.125000 Penalty: 3135.331787
	Iteration 10Q: 3 clusters Score -912760.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -912833.375000 Penalty: 3135.331787
	Iteration 11Q: 3 clusters Score -912833.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -912881.000000 Penalty: 3135.331787
	Iteration 12Q: 3 clusters Score -912881 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -912918.937500 Penalty: 3135.331787
	Iteration 13Q: 3 clusters Score -912918.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -912960.375000 Penalty: 3135.331787
	Iteration 14Q: 3 clusters Score -912960.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -913000.875000 Penalty: 3135.331787
	Iteration 15Q: 3 clusters Score -913000.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -913038.375000 Penalty: 3135.331787
	Iteration 16Q: 3 clusters Score -913038.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -913067.062500 Penalty: 3135.331787
	Iteration 17Q: 3 clusters Score -913067.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -913091.375000 Penalty: 3135.331787
	Iteration 18Q: 3 clusters Score -913091.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -913118.500000 Penalty: 3135.331787
	Iteration 19Q: 3 clusters Score -913118.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -913138.812500 Penalty: 3135.331787
	Iteration 20F: 3 clusters Score -913138.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -913168.562500 Penalty: 3135.331787
	Iteration 21Q: 3 clusters Score -913168.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -913198.125000 Penalty: 3135.331787
	Iteration 22Q: 3 clusters Score -913198.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -913221.875000 Penalty: 3135.331787
	Iteration 23Q: 3 clusters Score -913221.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -913246.750000 Penalty: 3135.331787
	Iteration 24Q: 3 clusters Score -913246.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -913263.625000 Penalty: 3135.331787
	Iteration 25Q: 3 clusters Score -913263.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -913280.375000 Penalty: 3135.331787
	Iteration 26Q: 3 clusters Score -913280.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -913296.875000 Penalty: 3135.331787
	Iteration 27Q: 3 clusters Score -913296.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -913302.625000 Penalty: 3135.331787
	Iteration 28Q: 3 clusters Score -913302.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -913313.062500 Penalty: 3135.331787
	Iteration 29Q: 3 clusters Score -913313.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -913326.125000 Penalty: 3135.331787
	Iteration 30Q: 3 clusters Score -913326.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -913332.562500 Penalty: 3135.331787
	Iteration 31Q: 3 clusters Score -913332.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -913342.625000 Penalty: 3135.331787
	Iteration 32Q: 3 clusters Score -913342.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -913349.187500 Penalty: 3135.331787
	Iteration 33Q: 3 clusters Score -913349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -913359.312500 Penalty: 3135.331787
	Iteration 34Q: 3 clusters Score -913359.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -913363.687500 Penalty: 3135.331787
	Iteration 35Q: 3 clusters Score -913363.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -913367.937500 Penalty: 3135.331787
	Iteration 36Q: 3 clusters Score -913367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -913374.875000 Penalty: 3135.331787
	Iteration 37Q: 3 clusters Score -913374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -913379.250000 Penalty: 3135.331787
	Iteration 38Q: 3 clusters Score -913379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -913383.750000 Penalty: 3135.331787
	Iteration 39Q: 3 clusters Score -913383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -913386.812500 Penalty: 3135.331787
	Iteration 40F: 3 clusters Score -913386.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -913393.687500 Penalty: 3135.331787
	Iteration 41Q: 3 clusters Score -913393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -913394.812500 Penalty: 3135.331787
	Iteration 42Q: 3 clusters Score -913394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -913398.687500 Penalty: 3135.331787
	Iteration 43Q: 3 clusters Score -913398.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -913398.687500 Penalty: 3135.331787
	Iteration 44Q: 3 clusters Score -913398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -913400.750000 Penalty: 3135.331787
	Iteration 45Q: 3 clusters Score -913400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -913401.875000 Penalty: 3135.331787
	Iteration 46Q: 3 clusters Score -913401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -913403.250000 Penalty: 3135.331787
	Iteration 47Q: 3 clusters Score -913403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -913404.062500 Penalty: 3135.331787
	Iteration 48Q: 3 clusters Score -913404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -913405.125000 Penalty: 3135.331787
	Iteration 49Q: 3 clusters Score -913405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -913406.000000 Penalty: 3135.331787
	Iteration 50Q: 3 clusters Score -913406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -913408.812500 Penalty: 3135.331787
	Iteration 51Q: 3 clusters Score -913408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -913407.625000 Penalty: 3135.331787
	Iteration 52Q: 3 clusters Score -913407.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -913409.937500 Penalty: 3135.331787
	Iteration 53Q: 3 clusters Score -913409.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -913411.000000 Penalty: 3135.331787
	Iteration 54Q: 3 clusters Score -913411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -913413.562500 Penalty: 3135.331787
	Iteration 55Q: 3 clusters Score -913413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -913415.062500 Penalty: 3135.331787
	Iteration 56Q: 3 clusters Score -913415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -913416.500000 Penalty: 3135.331787
	Iteration 57Q: 3 clusters Score -913416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -913416.500000 Penalty: 3135.331787
	Iteration 58F: 3 clusters Score -913416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Entering Unmasked Estep 
Score: -671486.687500 Penalty: 1515.168823
	Iteration 0F: 2 clusters Score -671486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -663607.937500 Penalty: 3030.337646
	Iteration 0F: 3 clusters Score -663607.9 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -666260.000000 Penalty: 3030.337646
	Iteration 1F: 3 clusters Score -666260 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -666547.875000 Penalty: 3030.337646
	Iteration 2F: 3 clusters Score -666547.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -666832.000000 Penalty: 3030.337646
	Iteration 3F: 3 clusters Score -666832 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -667116.500000 Penalty: 3030.337646
	Iteration 4Q: 3 clusters Score -667116.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -667431.250000 Penalty: 3030.337646
	Iteration 5Q: 3 clusters Score -667431.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -667759.437500 Penalty: 3030.337646
	Iteration 6Q: 3 clusters Score -667759.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -668034.250000 Penalty: 3030.337646
	Iteration 7Q: 3 clusters Score -668034.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -668301.625000 Penalty: 3030.337646
	Iteration 8Q: 3 clusters Score -668301.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -668496.000000 Penalty: 3030.337646
	Iteration 9Q: 3 clusters Score -668496 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -668606.500000 Penalty: 3030.337646
	Iteration 10Q: 3 clusters Score -668606.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -668696.875000 Penalty: 3030.337646
	Iteration 11Q: 3 clusters Score -668696.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -668766.500000 Penalty: 3030.337646
	Iteration 12Q: 3 clusters Score -668766.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -668813.000000 Penalty: 3030.337646
	Iteration 13Q: 3 clusters Score -668813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -668843.687500 Penalty: 3030.337646
	Iteration 14Q: 3 clusters Score -668843.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -668868.625000 Penalty: 3030.337646
	Iteration 15Q: 3 clusters Score -668868.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -668889.312500 Penalty: 3030.337646
	Iteration 16Q: 3 clusters Score -668889.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -668903.000000 Penalty: 3030.337646
	Iteration 17Q: 3 clusters Score -668903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -668917.250000 Penalty: 3030.337646
	Iteration 18Q: 3 clusters Score -668917.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -668938.250000 Penalty: 3030.337646
	Iteration 19Q: 3 clusters Score -668938.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -668963.437500 Penalty: 3030.337646
	Iteration 20F: 3 clusters Score -668963.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -668985.437500 Penalty: 3030.337646
	Iteration 21Q: 3 clusters Score -668985.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -669005.187500 Penalty: 3030.337646
	Iteration 22Q: 3 clusters Score -669005.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -669023.375000 Penalty: 3030.337646
	Iteration 23Q: 3 clusters Score -669023.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -669042.250000 Penalty: 3030.337646
	Iteration 24Q: 3 clusters Score -669042.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -669064.562500 Penalty: 3030.337646
	Iteration 25Q: 3 clusters Score -669064.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -669087.562500 Penalty: 3030.337646
	Iteration 26Q: 3 clusters Score -669087.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -669101.937500 Penalty: 3030.337646
	Iteration 27Q: 3 clusters Score -669101.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -669120.312500 Penalty: 3030.337646
	Iteration 28Q: 3 clusters Score -669120.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -669145.250000 Penalty: 3030.337646
	Iteration 29Q: 3 clusters Score -669145.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -669172.812500 Penalty: 3030.337646
	Iteration 30Q: 3 clusters Score -669172.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -669199.375000 Penalty: 3030.337646
	Iteration 31Q: 3 clusters Score -669199.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -669230.125000 Penalty: 3030.337646
	Iteration 32Q: 3 clusters Score -669230.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -669263.687500 Penalty: 3030.337646
	Iteration 33Q: 3 clusters Score -669263.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -669300.750000 Penalty: 3030.337646
	Iteration 34Q: 3 clusters Score -669300.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -669336.375000 Penalty: 3030.337646
	Iteration 35Q: 3 clusters Score -669336.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -669370.937500 Penalty: 3030.337646
	Iteration 36Q: 3 clusters Score -669370.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -669405.000000 Penalty: 3030.337646
	Iteration 37Q: 3 clusters Score -669405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -669443.375000 Penalty: 3030.337646
	Iteration 38Q: 3 clusters Score -669443.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -669484.375000 Penalty: 3030.337646
	Iteration 39Q: 3 clusters Score -669484.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -669528.500000 Penalty: 3030.337646
	Iteration 40F: 3 clusters Score -669528.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -669589.937500 Penalty: 3030.337646
	Iteration 41Q: 3 clusters Score -669589.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -669648.687500 Penalty: 3030.337646
	Iteration 42Q: 3 clusters Score -669648.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -669712.625000 Penalty: 3030.337646
	Iteration 43Q: 3 clusters Score -669712.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -669764.312500 Penalty: 3030.337646
	Iteration 44Q: 3 clusters Score -669764.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -669810.687500 Penalty: 3030.337646
	Iteration 45Q: 3 clusters Score -669810.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -669843.625000 Penalty: 3030.337646
	Iteration 46Q: 3 clusters Score -669843.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -669874.625000 Penalty: 3030.337646
	Iteration 47Q: 3 clusters Score -669874.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -669909.937500 Penalty: 3030.337646
	Iteration 48Q: 3 clusters Score -669909.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -669945.187500 Penalty: 3030.337646
	Iteration 49Q: 3 clusters Score -669945.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -669975.500000 Penalty: 3030.337646
	Iteration 50Q: 3 clusters Score -669975.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -670003.875000 Penalty: 3030.337646
	Iteration 51Q: 3 clusters Score -670003.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -670026.562500 Penalty: 3030.337646
	Iteration 52Q: 3 clusters Score -670026.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -670050.062500 Penalty: 3030.337646
	Iteration 53Q: 3 clusters Score -670050.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -670073.500000 Penalty: 3030.337646
	Iteration 54Q: 3 clusters Score -670073.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -670091.812500 Penalty: 3030.337646
	Iteration 55Q: 3 clusters Score -670091.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -670115.500000 Penalty: 3030.337646
	Iteration 56Q: 3 clusters Score -670115.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -670133.062500 Penalty: 3030.337646
	Iteration 57Q: 3 clusters Score -670133.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -670147.875000 Penalty: 3030.337646
	Iteration 58Q: 3 clusters Score -670147.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -670158.437500 Penalty: 3030.337646
	Iteration 59Q: 3 clusters Score -670158.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -670172.562500 Penalty: 3030.337646
	Iteration 60F: 3 clusters Score -670172.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -670182.500000 Penalty: 3030.337646
	Iteration 61Q: 3 clusters Score -670182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -670188.125000 Penalty: 3030.337646
	Iteration 62Q: 3 clusters Score -670188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -670195.125000 Penalty: 3030.337646
	Iteration 63Q: 3 clusters Score -670195.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -670201.937500 Penalty: 3030.337646
	Iteration 64Q: 3 clusters Score -670201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -670209.312500 Penalty: 3030.337646
	Iteration 65Q: 3 clusters Score -670209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -670214.937500 Penalty: 3030.337646
	Iteration 66Q: 3 clusters Score -670214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -670216.812500 Penalty: 3030.337646
	Iteration 67Q: 3 clusters Score -670216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -670218.875000 Penalty: 3030.337646
	Iteration 68Q: 3 clusters Score -670218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -670220.500000 Penalty: 3030.337646
	Iteration 69Q: 3 clusters Score -670220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -670223.000000 Penalty: 3030.337646
	Iteration 70Q: 3 clusters Score -670223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -670224.062500 Penalty: 3030.337646
	Iteration 71Q: 3 clusters Score -670224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -670224.062500 Penalty: 3030.337646
	Iteration 72F: 3 clusters Score -670224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -114736.562500 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -114736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -112627.421875 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -112627.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -113084.375000 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -113084.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -113202.101562 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -113202.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -113286.093750 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -113286.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -113358.062500 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -113358.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -113436.976562 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -113437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -113511.632812 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -113511.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -113572.375000 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -113572.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -113610.898438 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -113610.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -113643.093750 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -113643.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -113662.664062 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -113662.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -113687.656250 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -113687.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -113734.109375 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -113734.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -113807.867188 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -113807.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -113868.781250 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -113868.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -113906.460938 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -113906.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -113932.312500 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -113932.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -113949.000000 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -113949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -113968.226562 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -113968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -113976.554688 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -113976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -113979.960938 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -113980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -113983.484375 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -113983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -113985.585938 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -113985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -113987.570312 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -113987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -113989.773438 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -113989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -113992.195312 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -113992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -113994.492188 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -113994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -113995.437500 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -113995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -113995.437500 Penalty: 2473.044189
	Iteration 28F: 3 clusters Score -113995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Entering Unmasked Estep 
Score: -189839.078125 Penalty: 1324.544800
	Iteration 0F: 2 clusters Score -189839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -186878.875000 Penalty: 2649.089600
	Iteration 0F: 3 clusters Score -186878.9 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -187699.296875 Penalty: 2649.089600
	Iteration 1F: 3 clusters Score -187699.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -187882.015625 Penalty: 2649.089600
	Iteration 2F: 3 clusters Score -187882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -188016.765625 Penalty: 2649.089600
	Iteration 3F: 3 clusters Score -188016.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -188150.546875 Penalty: 2649.089600
	Iteration 4F: 3 clusters Score -188150.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -188254.250000 Penalty: 2649.089600
	Iteration 5Q: 3 clusters Score -188254.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -188333.515625 Penalty: 2649.089600
	Iteration 6Q: 3 clusters Score -188333.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -188414.812500 Penalty: 2649.089600
	Iteration 7Q: 3 clusters Score -188414.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -188478.593750 Penalty: 2649.089600
	Iteration 8Q: 3 clusters Score -188478.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -188538.546875 Penalty: 2649.089600
	Iteration 9Q: 3 clusters Score -188538.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -188593.187500 Penalty: 2649.089600
	Iteration 10Q: 3 clusters Score -188593.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -188653.703125 Penalty: 2649.089600
	Iteration 11Q: 3 clusters Score -188653.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -188698.625000 Penalty: 2649.089600
	Iteration 12Q: 3 clusters Score -188698.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -188741.218750 Penalty: 2649.089600
	Iteration 13Q: 3 clusters Score -188741.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -188765.656250 Penalty: 2649.089600
	Iteration 14Q: 3 clusters Score -188765.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -188789.281250 Penalty: 2649.089600
	Iteration 15Q: 3 clusters Score -188789.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -188806.781250 Penalty: 2649.089600
	Iteration 16Q: 3 clusters Score -188806.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -188818.968750 Penalty: 2649.089600
	Iteration 17Q: 3 clusters Score -188819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -188828.109375 Penalty: 2649.089600
	Iteration 18Q: 3 clusters Score -188828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -188831.156250 Penalty: 2649.089600
	Iteration 19Q: 3 clusters Score -188831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -188838.062500 Penalty: 2649.089600
	Iteration 20F: 3 clusters Score -188838.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -188848.687500 Penalty: 2649.089600
	Iteration 21Q: 3 clusters Score -188848.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -188861.093750 Penalty: 2649.089600
	Iteration 22Q: 3 clusters Score -188861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -188871.234375 Penalty: 2649.089600
	Iteration 23Q: 3 clusters Score -188871.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -188876.937500 Penalty: 2649.089600
	Iteration 24Q: 3 clusters Score -188876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -188880.562500 Penalty: 2649.089600
	Iteration 25Q: 3 clusters Score -188880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -188884.531250 Penalty: 2649.089600
	Iteration 26Q: 3 clusters Score -188884.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -188888.281250 Penalty: 2649.089600
	Iteration 27Q: 3 clusters Score -188888.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -188889.265625 Penalty: 2649.089600
	Iteration 28Q: 3 clusters Score -188889.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -188889.609375 Penalty: 2649.089600
	Iteration 29Q: 3 clusters Score -188889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -188890.421875 Penalty: 2649.089600
	Iteration 30Q: 3 clusters Score -188890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -188890.593750 Penalty: 2649.089600
	Iteration 31Q: 3 clusters Score -188890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -188890.593750 Penalty: 2649.089600
	Iteration 32F: 3 clusters Score -188890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -31480.660156 Penalty: 1097.243896
	Iteration 0F: 2 clusters Score -31480.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -30170.015625 Penalty: 2194.487793
	Iteration 0F: 3 clusters Score -30170.02 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -30490.037109 Penalty: 2194.487793
	Iteration 1F: 3 clusters Score -30490.04 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30612.423828 Penalty: 2194.487793
	Iteration 2F: 3 clusters Score -30612.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30677.716797 Penalty: 2194.487793
	Iteration 3Q: 3 clusters Score -30677.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -30722.486328 Penalty: 2194.487793
	Iteration 4Q: 3 clusters Score -30722.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30752.226562 Penalty: 2194.487793
	Iteration 5Q: 3 clusters Score -30752.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -30782.681641 Penalty: 2194.487793
	Iteration 6Q: 3 clusters Score -30782.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -30794.009766 Penalty: 2194.487793
	Iteration 7Q: 3 clusters Score -30794.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -30802.757812 Penalty: 2194.487793
	Iteration 8Q: 3 clusters Score -30802.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -30815.644531 Penalty: 2194.487793
	Iteration 9Q: 3 clusters Score -30815.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -30828.099609 Penalty: 2194.487793
	Iteration 10Q: 3 clusters Score -30828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -30833.617188 Penalty: 2194.487793
	Iteration 11Q: 3 clusters Score -30833.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -30838.833984 Penalty: 2194.487793
	Iteration 12Q: 3 clusters Score -30838.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -30840.634766 Penalty: 2194.487793
	Iteration 13Q: 3 clusters Score -30840.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -30841.539062 Penalty: 2194.487793
	Iteration 14Q: 3 clusters Score -30841.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -30843.666016 Penalty: 2194.487793
	Iteration 15Q: 3 clusters Score -30843.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30846.253906 Penalty: 2194.487793
	Iteration 16Q: 3 clusters Score -30846.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -30851.677734 Penalty: 2194.487793
	Iteration 17Q: 3 clusters Score -30851.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -30855.248047 Penalty: 2194.487793
	Iteration 18Q: 3 clusters Score -30855.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -30860.291016 Penalty: 2194.487793
	Iteration 19Q: 3 clusters Score -30860.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -30865.908203 Penalty: 2194.487793
	Iteration 20F: 3 clusters Score -30865.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -30873.992188 Penalty: 2194.487793
	Iteration 21Q: 3 clusters Score -30873.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -30877.755859 Penalty: 2194.487793
	Iteration 22Q: 3 clusters Score -30877.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30880.449219 Penalty: 2194.487793
	Iteration 23Q: 3 clusters Score -30880.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30881.806641 Penalty: 2194.487793
	Iteration 24Q: 3 clusters Score -30881.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -30884.128906 Penalty: 2194.487793
	Iteration 25Q: 3 clusters Score -30884.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -30884.830078 Penalty: 2194.487793
	Iteration 26Q: 3 clusters Score -30884.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30887.486328 Penalty: 2194.487793
	Iteration 27Q: 3 clusters Score -30887.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30889.763672 Penalty: 2194.487793
	Iteration 28Q: 3 clusters Score -30889.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30889.763672 Penalty: 2194.487793
	Iteration 29F: 3 clusters Score -30889.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -360752.500000 Penalty: 1423.751831
	Iteration 0F: 2 clusters Score -360752.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -355907.750000 Penalty: 2847.503662
	Iteration 0F: 3 clusters Score -355907.8 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -357354.093750 Penalty: 2847.503662
	Iteration 1F: 3 clusters Score -357354.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -357590.937500 Penalty: 2847.503662
	Iteration 2F: 3 clusters Score -357590.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -357796.093750 Penalty: 2847.503662
	Iteration 3F: 3 clusters Score -357796.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -357980.968750 Penalty: 2847.503662
	Iteration 4F: 3 clusters Score -357981 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -358135.906250 Penalty: 2847.503662
	Iteration 5Q: 3 clusters Score -358135.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -358289.406250 Penalty: 2847.503662
	Iteration 6Q: 3 clusters Score -358289.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -358400.968750 Penalty: 2847.503662
	Iteration 7Q: 3 clusters Score -358401 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -358489.375000 Penalty: 2847.503662
	Iteration 8Q: 3 clusters Score -358489.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -358564.875000 Penalty: 2847.503662
	Iteration 9Q: 3 clusters Score -358564.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -358626.875000 Penalty: 2847.503662
	Iteration 10Q: 3 clusters Score -358626.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -358680.625000 Penalty: 2847.503662
	Iteration 11Q: 3 clusters Score -358680.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -358720.906250 Penalty: 2847.503662
	Iteration 12Q: 3 clusters Score -358720.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -358761.156250 Penalty: 2847.503662
	Iteration 13Q: 3 clusters Score -358761.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -358800.187500 Penalty: 2847.503662
	Iteration 14Q: 3 clusters Score -358800.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -358836.375000 Penalty: 2847.503662
	Iteration 15Q: 3 clusters Score -358836.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -358875.843750 Penalty: 2847.503662
	Iteration 16Q: 3 clusters Score -358875.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -358911.968750 Penalty: 2847.503662
	Iteration 17Q: 3 clusters Score -358912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -358939.437500 Penalty: 2847.503662
	Iteration 18Q: 3 clusters Score -358939.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -358975.687500 Penalty: 2847.503662
	Iteration 19Q: 3 clusters Score -358975.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -359015.718750 Penalty: 2847.503662
	Iteration 20F: 3 clusters Score -359015.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -359057.906250 Penalty: 2847.503662
	Iteration 21Q: 3 clusters Score -359057.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -359109.500000 Penalty: 2847.503662
	Iteration 22Q: 3 clusters Score -359109.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -359162.437500 Penalty: 2847.503662
	Iteration 23Q: 3 clusters Score -359162.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -359212.000000 Penalty: 2847.503662
	Iteration 24Q: 3 clusters Score -359212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -359258.093750 Penalty: 2847.503662
	Iteration 25Q: 3 clusters Score -359258.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -359293.781250 Penalty: 2847.503662
	Iteration 26Q: 3 clusters Score -359293.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -359318.906250 Penalty: 2847.503662
	Iteration 27Q: 3 clusters Score -359318.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -359342.718750 Penalty: 2847.503662
	Iteration 28Q: 3 clusters Score -359342.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -359368.656250 Penalty: 2847.503662
	Iteration 29Q: 3 clusters Score -359368.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -359394.343750 Penalty: 2847.503662
	Iteration 30Q: 3 clusters Score -359394.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -359414.406250 Penalty: 2847.503662
	Iteration 31Q: 3 clusters Score -359414.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -359428.375000 Penalty: 2847.503662
	Iteration 32Q: 3 clusters Score -359428.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -359436.406250 Penalty: 2847.503662
	Iteration 33Q: 3 clusters Score -359436.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -359443.437500 Penalty: 2847.503662
	Iteration 34Q: 3 clusters Score -359443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -359447.656250 Penalty: 2847.503662
	Iteration 35Q: 3 clusters Score -359447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -359454.875000 Penalty: 2847.503662
	Iteration 36Q: 3 clusters Score -359454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -359460.937500 Penalty: 2847.503662
	Iteration 37Q: 3 clusters Score -359460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -359466.531250 Penalty: 2847.503662
	Iteration 38Q: 3 clusters Score -359466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -359472.500000 Penalty: 2847.503662
	Iteration 39Q: 3 clusters Score -359472.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -359479.000000 Penalty: 2847.503662
	Iteration 40F: 3 clusters Score -359479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -359485.750000 Penalty: 2847.503662
	Iteration 41Q: 3 clusters Score -359485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -359492.125000 Penalty: 2847.503662
	Iteration 42Q: 3 clusters Score -359492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -359497.187500 Penalty: 2847.503662
	Iteration 43Q: 3 clusters Score -359497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -359498.562500 Penalty: 2847.503662
	Iteration 44Q: 3 clusters Score -359498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -359500.500000 Penalty: 2847.503662
	Iteration 45Q: 3 clusters Score -359500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -359501.625000 Penalty: 2847.503662
	Iteration 46Q: 3 clusters Score -359501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -359503.375000 Penalty: 2847.503662
	Iteration 47Q: 3 clusters Score -359503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -359504.031250 Penalty: 2847.503662
	Iteration 48Q: 3 clusters Score -359504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -359504.375000 Penalty: 2847.503662
	Iteration 49Q: 3 clusters Score -359504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -359505.125000 Penalty: 2847.503662
	Iteration 50Q: 3 clusters Score -359505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -359506.812500 Penalty: 2847.503662
	Iteration 51Q: 3 clusters Score -359506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -359507.750000 Penalty: 2847.503662
	Iteration 52Q: 3 clusters Score -359507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -359507.750000 Penalty: 2847.503662
	Iteration 53F: 3 clusters Score -359507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -192787.078125 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -192787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -189947.359375 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -189947.4 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -190633.984375 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -190634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -190767.375000 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -190767.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -190880.828125 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -190880.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190964.546875 Penalty: 2619.983398
	Iteration 4Q: 3 clusters Score -190964.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -191026.062500 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -191026.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -191066.312500 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -191066.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -191108.484375 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -191108.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -191155.421875 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -191155.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -191196.140625 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -191196.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191240.750000 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -191240.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -191278.218750 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -191278.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -191309.718750 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -191309.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -191343.812500 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -191343.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -191368.843750 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -191368.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -191390.500000 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -191390.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -191421.984375 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -191422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191457.484375 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -191457.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -191486.812500 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -191486.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -191506.156250 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -191506.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -191525.156250 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -191525.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -191546.468750 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -191546.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -191561.968750 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -191562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -191575.250000 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -191575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -191585.500000 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -191585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -191589.765625 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -191589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -191591.781250 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -191591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -191596.500000 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -191596.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -191600.375000 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -191600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -191603.093750 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -191603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -191605.906250 Penalty: 2619.983398
	Iteration 30Q: 3 clusters Score -191605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -191608.593750 Penalty: 2619.983398
	Iteration 31Q: 3 clusters Score -191608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -191611.250000 Penalty: 2619.983398
	Iteration 32Q: 3 clusters Score -191611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -191614.671875 Penalty: 2619.983398
	Iteration 33Q: 3 clusters Score -191614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -191616.843750 Penalty: 2619.983398
	Iteration 34Q: 3 clusters Score -191616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -191619.875000 Penalty: 2619.983398
	Iteration 35Q: 3 clusters Score -191619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -191620.468750 Penalty: 2619.983398
	Iteration 36Q: 3 clusters Score -191620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -191620.468750 Penalty: 2619.983398
	Iteration 37F: 3 clusters Score -191620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 2785 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9672 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 8566 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4695 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1617 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3825 members 
Mstep: Class 32 contains 2274 members 
Mstep: Class 33 contains 7424 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3467 members 
Mstep: Class 39 contains 856 members 
Mstep: Class 40 contains 6384 members 
Mstep: Class 41 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708315.000000 Penalty: 82366.320312
Iteration 119Q: 42 clusters Score -1.270832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13189 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13001 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 8562 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4696 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1624 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3825 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 7425 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15479 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3469 members 
Mstep: Class 39 contains 857 members 
Mstep: Class 40 contains 6392 members 
Mstep: Class 41 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708342.000000 Penalty: 82366.320312
Iteration 120F: 42 clusters Score -1.270834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13186 members 
Mstep: Class 3 contains 9302 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 2783 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 8559 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 4697 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 1630 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3824 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 7424 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 15479 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3470 members 
Mstep: Class 39 contains 862 members 
Mstep: Class 40 contains 6399 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708339.000000 Penalty: 82366.320312
Iteration 121Q: 42 clusters Score -1.270834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13184 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 2780 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 8559 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 4696 members 
Mstep: Class 25 contains 3787 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 1637 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 3824 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 7423 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3472 members 
Mstep: Class 39 contains 868 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708362.000000 Penalty: 82366.320312
Iteration 122Q: 42 clusters Score -1.270836e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3005 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9675 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 8558 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 4697 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 1644 members 
Mstep: Class 30 contains 2309 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 7423 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15478 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 3476 members 
Mstep: Class 39 contains 866 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708367.000000 Penalty: 82366.320312
Iteration 123Q: 42 clusters Score -1.270837e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13173 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3387 members 
Mstep: Class 11 contains 2777 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9676 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 8556 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4693 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25225 members 
Mstep: Class 29 contains 1648 members 
Mstep: Class 30 contains 2312 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 7423 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15477 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2018 members 
Mstep: Class 38 contains 3478 members 
Mstep: Class 39 contains 866 members 
Mstep: Class 40 contains 6415 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708357.000000 Penalty: 82366.320312
Iteration 124Q: 42 clusters Score -1.270836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13166 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 8553 members 
Mstep: Class 18 contains 4013 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 7423 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3479 members 
Mstep: Class 39 contains 866 members 
Mstep: Class 40 contains 6415 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708339.000000 Penalty: 82366.320312
Iteration 125Q: 42 clusters Score -1.270834e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9678 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4701 members 
Mstep: Class 25 contains 3785 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 1662 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 7423 members 
Mstep: Class 34 contains 2338 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 867 members 
Mstep: Class 40 contains 6414 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708352.000000 Penalty: 82366.320312
Iteration 126Q: 42 clusters Score -1.270835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13160 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 3013 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9679 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 8540 members 
Mstep: Class 18 contains 4014 members 
Mstep: Class 19 contains 2651 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 4706 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1669 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 7423 members 
Mstep: Class 34 contains 2339 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3481 members 
Mstep: Class 39 contains 869 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708412.000000 Penalty: 82366.320312
Iteration 127Q: 42 clusters Score -1.270841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 9280 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13004 members 
Mstep: Class 7 contains 3017 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9680 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 8539 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 4709 members 
Mstep: Class 25 contains 3782 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 3830 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 7422 members 
Mstep: Class 34 contains 2339 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 11205 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3483 members 
Mstep: Class 39 contains 868 members 
Mstep: Class 40 contains 6400 members 
Mstep: Class 41 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708421.000000 Penalty: 82366.320312
Iteration 128Q: 42 clusters Score -1.270842e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13156 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13004 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9681 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 4718 members 
Mstep: Class 25 contains 3779 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1682 members 
Mstep: Class 30 contains 2313 members 
Mstep: Class 31 contains 3831 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 7419 members 
Mstep: Class 34 contains 2339 members 
Mstep: Class 35 contains 15475 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 870 members 
Mstep: Class 40 contains 6393 members 
Mstep: Class 41 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708460.000000 Penalty: 82366.320312
Iteration 129Q: 42 clusters Score -1.270846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13154 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3024 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 8536 members 
Mstep: Class 18 contains 4010 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4719 members 
Mstep: Class 25 contains 3777 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 2315 members 
Mstep: Class 31 contains 3830 members 
Mstep: Class 32 contains 2282 members 
Mstep: Class 33 contains 7420 members 
Mstep: Class 34 contains 2339 members 
Mstep: Class 35 contains 15475 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 875 members 
Mstep: Class 40 contains 6387 members 
Mstep: Class 41 contains 3170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708455.000000 Penalty: 82366.320312
Iteration 130Q: 42 clusters Score -1.270846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13150 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13003 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6402 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 8535 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4721 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1692 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3831 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 7419 members 
Mstep: Class 34 contains 2337 members 
Mstep: Class 35 contains 15474 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 876 members 
Mstep: Class 40 contains 6379 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708440.000000 Penalty: 82366.320312
Iteration 131Q: 42 clusters Score -1.270844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13148 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13004 members 
Mstep: Class 7 contains 3025 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4726 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1696 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2291 members 
Mstep: Class 33 contains 7417 members 
Mstep: Class 34 contains 2337 members 
Mstep: Class 35 contains 15473 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3485 members 
Mstep: Class 39 contains 876 members 
Mstep: Class 40 contains 6373 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708455.000000 Penalty: 82366.320312
Iteration 132Q: 42 clusters Score -1.270846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13143 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3025 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 8533 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4726 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25224 members 
Mstep: Class 29 contains 1701 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 7416 members 
Mstep: Class 34 contains 2337 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 878 members 
Mstep: Class 40 contains 6367 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708492.000000 Penalty: 82366.320312
Iteration 133Q: 42 clusters Score -1.270849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13143 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3025 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4007 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4729 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1708 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2337 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 881 members 
Mstep: Class 40 contains 6358 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708498.000000 Penalty: 82366.320312
Iteration 134Q: 42 clusters Score -1.27085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13141 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4730 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1716 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2303 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2338 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 882 members 
Mstep: Class 40 contains 6349 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708507.000000 Penalty: 82366.320312
Iteration 135Q: 42 clusters Score -1.270851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13139 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2647 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1723 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2304 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 882 members 
Mstep: Class 40 contains 6344 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708500.000000 Penalty: 82366.320312
Iteration 136Q: 42 clusters Score -1.27085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13136 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2307 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 882 members 
Mstep: Class 40 contains 6337 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708510.000000 Penalty: 82366.320312
Iteration 137Q: 42 clusters Score -1.270851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13135 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1738 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3833 members 
Mstep: Class 32 contains 2311 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 882 members 
Mstep: Class 40 contains 6328 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708531.000000 Penalty: 82366.320312
Iteration 138Q: 42 clusters Score -1.270853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1741 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3832 members 
Mstep: Class 32 contains 2315 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 882 members 
Mstep: Class 40 contains 6324 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708530.000000 Penalty: 82366.320312
Iteration 139Q: 42 clusters Score -1.270853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2645 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3830 members 
Mstep: Class 32 contains 2316 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 883 members 
Mstep: Class 40 contains 6324 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708536.000000 Penalty: 82366.320312
Iteration 140F: 42 clusters Score -1.270854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13132 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2320 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 884 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708522.000000 Penalty: 82366.320312
Iteration 141Q: 42 clusters Score -1.270852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13129 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2640 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3829 members 
Mstep: Class 32 contains 2320 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3485 members 
Mstep: Class 39 contains 887 members 
Mstep: Class 40 contains 6327 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708538.000000 Penalty: 82366.320312
Iteration 142Q: 42 clusters Score -1.270854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13126 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2636 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4729 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3826 members 
Mstep: Class 32 contains 2330 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15472 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3486 members 
Mstep: Class 39 contains 888 members 
Mstep: Class 40 contains 6326 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708552.000000 Penalty: 82366.320312
Iteration 143Q: 42 clusters Score -1.270855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13123 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4730 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 2317 members 
Mstep: Class 31 contains 3828 members 
Mstep: Class 32 contains 2332 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3488 members 
Mstep: Class 39 contains 888 members 
Mstep: Class 40 contains 6326 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708579.000000 Penalty: 82366.320312
Iteration 144Q: 42 clusters Score -1.270858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13117 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 2635 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4730 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3827 members 
Mstep: Class 32 contains 2336 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3490 members 
Mstep: Class 39 contains 891 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708595.000000 Penalty: 82366.320312
Iteration 145Q: 42 clusters Score -1.27086e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3827 members 
Mstep: Class 32 contains 2340 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2340 members 
Mstep: Class 35 contains 15469 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3496 members 
Mstep: Class 39 contains 896 members 
Mstep: Class 40 contains 6324 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708595.000000 Penalty: 82366.320312
Iteration 146Q: 42 clusters Score -1.27086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13102 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4732 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23246 members 
Mstep: Class 28 contains 25223 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3822 members 
Mstep: Class 32 contains 2344 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2341 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3500 members 
Mstep: Class 39 contains 901 members 
Mstep: Class 40 contains 6322 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708616.000000 Penalty: 82366.320312
Iteration 147Q: 42 clusters Score -1.270862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13097 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 8532 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2629 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 4734 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23245 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3818 members 
Mstep: Class 32 contains 2363 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 900 members 
Mstep: Class 40 contains 6318 members 
Mstep: Class 41 contains 3172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708615.000000 Penalty: 82366.320312
Iteration 148Q: 42 clusters Score -1.270862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13086 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 8531 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5896 members 
Mstep: Class 24 contains 4736 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3815 members 
Mstep: Class 32 contains 2375 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3502 members 
Mstep: Class 39 contains 901 members 
Mstep: Class 40 contains 6320 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708624.000000 Penalty: 82366.320312
Iteration 149Q: 42 clusters Score -1.270862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13081 members 
Mstep: Class 3 contains 9266 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 8530 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2624 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5897 members 
Mstep: Class 24 contains 4739 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3812 members 
Mstep: Class 32 contains 2383 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3504 members 
Mstep: Class 39 contains 904 members 
Mstep: Class 40 contains 6320 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708629.000000 Penalty: 82366.320312
Iteration 150Q: 42 clusters Score -1.270863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13079 members 
Mstep: Class 3 contains 9262 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 2387 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3506 members 
Mstep: Class 39 contains 905 members 
Mstep: Class 40 contains 6320 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708631.000000 Penalty: 82366.320312
Iteration 151Q: 42 clusters Score -1.270863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13078 members 
Mstep: Class 3 contains 9261 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8527 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4746 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3505 members 
Mstep: Class 39 contains 908 members 
Mstep: Class 40 contains 6319 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708671.000000 Penalty: 82366.320312
Iteration 152Q: 42 clusters Score -1.270867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 9260 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 8524 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4747 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23245 members 
Mstep: Class 28 contains 25219 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2394 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3507 members 
Mstep: Class 39 contains 908 members 
Mstep: Class 40 contains 6319 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708652.000000 Penalty: 82366.320312
Iteration 153Q: 42 clusters Score -1.270865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8520 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2408 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4749 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23245 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3809 members 
Mstep: Class 32 contains 2392 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3509 members 
Mstep: Class 39 contains 908 members 
Mstep: Class 40 contains 6318 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708674.000000 Penalty: 82366.320312
Iteration 154Q: 42 clusters Score -1.270867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13002 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 1163 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8519 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2408 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4751 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2397 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3510 members 
Mstep: Class 39 contains 907 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708657.000000 Penalty: 82366.320312
Iteration 155Q: 42 clusters Score -1.270866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13001 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8517 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4753 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3511 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6316 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708645.000000 Penalty: 82366.320312
Iteration 156Q: 42 clusters Score -1.270864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 13000 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9685 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4754 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7416 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708638.000000 Penalty: 82366.320312
Iteration 157Q: 42 clusters Score -1.270864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708631.000000 Penalty: 82366.320312
Iteration 158Q: 42 clusters Score -1.270863e+07 nChanged 1
Entering ConstructFrom: 
Score: -12708631.000000 Penalty: 82366.320312
Entering ConstructFrom: 
Trying to split cluster 1 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -144365.765625 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -144365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -141937.218750 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -141937.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -142531.640625 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -142531.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -142724.578125 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -142724.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -142827.359375 Penalty: 2550.649658
	Iteration 3F: 3 clusters Score -142827.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -142894.609375 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -142894.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -142959.593750 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -142959.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -143009.109375 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -143009.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -143055.484375 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -143055.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -143108.437500 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -143108.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -143155.250000 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -143155.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -143191.171875 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -143191.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -143220.031250 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -143220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -143252.890625 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -143252.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -143285.515625 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -143285.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -143310.828125 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -143310.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -143344.750000 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -143344.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -143378.390625 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -143378.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -143413.250000 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -143413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -143432.937500 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -143432.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -143451.937500 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -143451.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -143473.859375 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -143473.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -143488.296875 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -143488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -143493.656250 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -143493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -143505.593750 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -143505.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -143514.921875 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -143514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -143525.031250 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -143525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -143535.125000 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -143535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -143545.734375 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -143545.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -143557.125000 Penalty: 2550.649658
	Iteration 28Q: 3 clusters Score -143557.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -143562.109375 Penalty: 2550.649658
	Iteration 29Q: 3 clusters Score -143562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -143565.640625 Penalty: 2550.649658
	Iteration 30Q: 3 clusters Score -143565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -143569.296875 Penalty: 2550.649658
	Iteration 31Q: 3 clusters Score -143569.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -143575.250000 Penalty: 2550.649658
	Iteration 32Q: 3 clusters Score -143575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -143582.515625 Penalty: 2550.649658
	Iteration 33Q: 3 clusters Score -143582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -143588.890625 Penalty: 2550.649658
	Iteration 34Q: 3 clusters Score -143588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -143597.343750 Penalty: 2550.649658
	Iteration 35Q: 3 clusters Score -143597.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -143609.250000 Penalty: 2550.649658
	Iteration 36Q: 3 clusters Score -143609.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -143618.031250 Penalty: 2550.649658
	Iteration 37Q: 3 clusters Score -143618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -143623.203125 Penalty: 2550.649658
	Iteration 38Q: 3 clusters Score -143623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -143628.265625 Penalty: 2550.649658
	Iteration 39Q: 3 clusters Score -143628.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -143633.546875 Penalty: 2550.649658
	Iteration 40F: 3 clusters Score -143633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -143638.203125 Penalty: 2550.649658
	Iteration 41Q: 3 clusters Score -143638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -143641.687500 Penalty: 2550.649658
	Iteration 42Q: 3 clusters Score -143641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -143647.093750 Penalty: 2550.649658
	Iteration 43Q: 3 clusters Score -143647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -143647.671875 Penalty: 2550.649658
	Iteration 44Q: 3 clusters Score -143647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -143649.406250 Penalty: 2550.649658
	Iteration 45Q: 3 clusters Score -143649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -143651.500000 Penalty: 2550.649658
	Iteration 46Q: 3 clusters Score -143651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -143651.812500 Penalty: 2550.649658
	Iteration 47Q: 3 clusters Score -143651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -143652.656250 Penalty: 2550.649658
	Iteration 48Q: 3 clusters Score -143652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -143654.171875 Penalty: 2550.649658
	Iteration 49Q: 3 clusters Score -143654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -143654.500000 Penalty: 2550.649658
	Iteration 50Q: 3 clusters Score -143654.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -143654.500000 Penalty: 2550.649658
	Iteration 51F: 3 clusters Score -143654.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -755765.750000 Penalty: 1540.212036
	Iteration 0F: 2 clusters Score -755765.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -746592.750000 Penalty: 3080.424072
	Iteration 0F: 3 clusters Score -746592.8 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -749866.250000 Penalty: 3080.424072
	Iteration 1F: 3 clusters Score -749866.2 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -750254.375000 Penalty: 3080.424072
	Iteration 2F: 3 clusters Score -750254.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -750637.500000 Penalty: 3080.424072
	Iteration 3F: 3 clusters Score -750637.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -751008.062500 Penalty: 3080.424072
	Iteration 4F: 3 clusters Score -751008.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -751325.687500 Penalty: 3080.424072
	Iteration 5F: 3 clusters Score -751325.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -751639.875000 Penalty: 3080.424072
	Iteration 6Q: 3 clusters Score -751639.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -751893.125000 Penalty: 3080.424072
	Iteration 7Q: 3 clusters Score -751893.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -752114.937500 Penalty: 3080.424072
	Iteration 8Q: 3 clusters Score -752114.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -752283.937500 Penalty: 3080.424072
	Iteration 9Q: 3 clusters Score -752283.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -752436.875000 Penalty: 3080.424072
	Iteration 10Q: 3 clusters Score -752436.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -752585.062500 Penalty: 3080.424072
	Iteration 11Q: 3 clusters Score -752585.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -752731.000000 Penalty: 3080.424072
	Iteration 12Q: 3 clusters Score -752731 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -752878.062500 Penalty: 3080.424072
	Iteration 13Q: 3 clusters Score -752878.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -753022.687500 Penalty: 3080.424072
	Iteration 14Q: 3 clusters Score -753022.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -753171.750000 Penalty: 3080.424072
	Iteration 15Q: 3 clusters Score -753171.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -753302.000000 Penalty: 3080.424072
	Iteration 16Q: 3 clusters Score -753302 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -753411.875000 Penalty: 3080.424072
	Iteration 17Q: 3 clusters Score -753411.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -753540.750000 Penalty: 3080.424072
	Iteration 18Q: 3 clusters Score -753540.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -753668.875000 Penalty: 3080.424072
	Iteration 19Q: 3 clusters Score -753668.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -753775.437500 Penalty: 3080.424072
	Iteration 20F: 3 clusters Score -753775.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -753892.437500 Penalty: 3080.424072
	Iteration 21Q: 3 clusters Score -753892.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -753996.375000 Penalty: 3080.424072
	Iteration 22Q: 3 clusters Score -753996.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -754075.625000 Penalty: 3080.424072
	Iteration 23Q: 3 clusters Score -754075.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -754140.562500 Penalty: 3080.424072
	Iteration 24Q: 3 clusters Score -754140.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -754205.375000 Penalty: 3080.424072
	Iteration 25Q: 3 clusters Score -754205.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -754259.250000 Penalty: 3080.424072
	Iteration 26Q: 3 clusters Score -754259.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -754297.125000 Penalty: 3080.424072
	Iteration 27Q: 3 clusters Score -754297.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -754333.250000 Penalty: 3080.424072
	Iteration 28Q: 3 clusters Score -754333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -754342.937500 Penalty: 3080.424072
	Iteration 29Q: 3 clusters Score -754342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -754354.437500 Penalty: 3080.424072
	Iteration 30Q: 3 clusters Score -754354.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -754368.812500 Penalty: 3080.424072
	Iteration 31Q: 3 clusters Score -754368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -754374.750000 Penalty: 3080.424072
	Iteration 32Q: 3 clusters Score -754374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -754376.750000 Penalty: 3080.424072
	Iteration 33Q: 3 clusters Score -754376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -754378.750000 Penalty: 3080.424072
	Iteration 34Q: 3 clusters Score -754378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -754380.125000 Penalty: 3080.424072
	Iteration 35Q: 3 clusters Score -754380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -754381.875000 Penalty: 3080.424072
	Iteration 36Q: 3 clusters Score -754381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -754383.437500 Penalty: 3080.424072
	Iteration 37Q: 3 clusters Score -754383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -754385.312500 Penalty: 3080.424072
	Iteration 38Q: 3 clusters Score -754385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -754388.125000 Penalty: 3080.424072
	Iteration 39Q: 3 clusters Score -754388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -754388.812500 Penalty: 3080.424072
	Iteration 40F: 3 clusters Score -754388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -754391.500000 Penalty: 3080.424072
	Iteration 41Q: 3 clusters Score -754391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -754392.562500 Penalty: 3080.424072
	Iteration 42Q: 3 clusters Score -754392.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -754392.312500 Penalty: 3080.424072
	Iteration 43Q: 3 clusters Score -754392.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -754392.375000 Penalty: 3080.424072
	Iteration 44Q: 3 clusters Score -754392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -754392.375000 Penalty: 3080.424072
	Iteration 45F: 3 clusters Score -754392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Entering Unmasked Estep 
Score: -533735.437500 Penalty: 1484.169556
	Iteration 0F: 2 clusters Score -533735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -526942.562500 Penalty: 2968.339111
	Iteration 0F: 3 clusters Score -526942.6 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -529131.062500 Penalty: 2968.339111
	Iteration 1F: 3 clusters Score -529131.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -529400.312500 Penalty: 2968.339111
	Iteration 2F: 3 clusters Score -529400.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -529611.250000 Penalty: 2968.339111
	Iteration 3F: 3 clusters Score -529611.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -529785.750000 Penalty: 2968.339111
	Iteration 4Q: 3 clusters Score -529785.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -529948.625000 Penalty: 2968.339111
	Iteration 5Q: 3 clusters Score -529948.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -530128.250000 Penalty: 2968.339111
	Iteration 6Q: 3 clusters Score -530128.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -530355.437500 Penalty: 2968.339111
	Iteration 7Q: 3 clusters Score -530355.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -530599.562500 Penalty: 2968.339111
	Iteration 8Q: 3 clusters Score -530599.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -530872.812500 Penalty: 2968.339111
	Iteration 9Q: 3 clusters Score -530872.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -531162.937500 Penalty: 2968.339111
	Iteration 10Q: 3 clusters Score -531162.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -531438.687500 Penalty: 2968.339111
	Iteration 11Q: 3 clusters Score -531438.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -531693.312500 Penalty: 2968.339111
	Iteration 12Q: 3 clusters Score -531693.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -531894.625000 Penalty: 2968.339111
	Iteration 13Q: 3 clusters Score -531894.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -532034.187500 Penalty: 2968.339111
	Iteration 14Q: 3 clusters Score -532034.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -532131.312500 Penalty: 2968.339111
	Iteration 15Q: 3 clusters Score -532131.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -532208.500000 Penalty: 2968.339111
	Iteration 16Q: 3 clusters Score -532208.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -532265.875000 Penalty: 2968.339111
	Iteration 17Q: 3 clusters Score -532265.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -532305.500000 Penalty: 2968.339111
	Iteration 18Q: 3 clusters Score -532305.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -532342.437500 Penalty: 2968.339111
	Iteration 19Q: 3 clusters Score -532342.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -532363.250000 Penalty: 2968.339111
	Iteration 20F: 3 clusters Score -532363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -532378.562500 Penalty: 2968.339111
	Iteration 21Q: 3 clusters Score -532378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -532393.250000 Penalty: 2968.339111
	Iteration 22Q: 3 clusters Score -532393.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -532406.000000 Penalty: 2968.339111
	Iteration 23Q: 3 clusters Score -532406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -532412.062500 Penalty: 2968.339111
	Iteration 24Q: 3 clusters Score -532412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -532418.437500 Penalty: 2968.339111
	Iteration 25Q: 3 clusters Score -532418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -532423.312500 Penalty: 2968.339111
	Iteration 26Q: 3 clusters Score -532423.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -532433.625000 Penalty: 2968.339111
	Iteration 27Q: 3 clusters Score -532433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -532439.125000 Penalty: 2968.339111
	Iteration 28Q: 3 clusters Score -532439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -532446.750000 Penalty: 2968.339111
	Iteration 29Q: 3 clusters Score -532446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -532452.250000 Penalty: 2968.339111
	Iteration 30Q: 3 clusters Score -532452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -532459.000000 Penalty: 2968.339111
	Iteration 31Q: 3 clusters Score -532459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -532461.000000 Penalty: 2968.339111
	Iteration 32Q: 3 clusters Score -532461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -532464.125000 Penalty: 2968.339111
	Iteration 33Q: 3 clusters Score -532464.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -532465.625000 Penalty: 2968.339111
	Iteration 34Q: 3 clusters Score -532465.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -532466.625000 Penalty: 2968.339111
	Iteration 35Q: 3 clusters Score -532466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -532468.250000 Penalty: 2968.339111
	Iteration 36Q: 3 clusters Score -532468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -532468.875000 Penalty: 2968.339111
	Iteration 37Q: 3 clusters Score -532468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -532469.250000 Penalty: 2968.339111
	Iteration 38Q: 3 clusters Score -532469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -532470.250000 Penalty: 2968.339111
	Iteration 39Q: 3 clusters Score -532470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -532470.250000 Penalty: 2968.339111
	Iteration 40F: 3 clusters Score -532470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -300253.968750 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -300254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -296298.906250 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -296298.9 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -297466.187500 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -297466.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -297671.843750 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -297671.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -297805.312500 Penalty: 2767.697510
	Iteration 3F: 3 clusters Score -297805.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -297901.937500 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -297901.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -297976.406250 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -297976.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -298048.875000 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -298048.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -298132.937500 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -298132.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -298229.718750 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -298229.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -298334.531250 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -298334.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -298443.406250 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -298443.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -298551.500000 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -298551.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -298645.906250 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -298645.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -298709.937500 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -298709.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -298770.656250 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -298770.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -298821.250000 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -298821.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -298870.937500 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -298870.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -298917.406250 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -298917.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -298946.656250 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -298946.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -298965.062500 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -298965.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -298979.812500 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -298979.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -298996.562500 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -298996.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -299005.031250 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -299005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -299009.687500 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -299009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -299013.562500 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -299013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -299017.937500 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -299017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -299020.187500 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -299020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -299022.250000 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -299022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -299023.968750 Penalty: 2767.697510
	Iteration 28Q: 3 clusters Score -299024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -299026.937500 Penalty: 2767.697510
	Iteration 29Q: 3 clusters Score -299026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -299027.937500 Penalty: 2767.697510
	Iteration 30Q: 3 clusters Score -299027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -299029.375000 Penalty: 2767.697510
	Iteration 31Q: 3 clusters Score -299029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -299031.718750 Penalty: 2767.697510
	Iteration 32Q: 3 clusters Score -299031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -299034.031250 Penalty: 2767.697510
	Iteration 33Q: 3 clusters Score -299034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -299036.156250 Penalty: 2767.697510
	Iteration 34Q: 3 clusters Score -299036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -299039.125000 Penalty: 2767.697510
	Iteration 35Q: 3 clusters Score -299039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -299041.468750 Penalty: 2767.697510
	Iteration 36Q: 3 clusters Score -299041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -299044.312500 Penalty: 2767.697510
	Iteration 37Q: 3 clusters Score -299044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -299044.843750 Penalty: 2767.697510
	Iteration 38Q: 3 clusters Score -299044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -299045.031250 Penalty: 2767.697510
	Iteration 39Q: 3 clusters Score -299045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -299045.656250 Penalty: 2767.697510
	Iteration 40F: 3 clusters Score -299045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -299048.093750 Penalty: 2767.697510
	Iteration 41Q: 3 clusters Score -299048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -299050.468750 Penalty: 2767.697510
	Iteration 42Q: 3 clusters Score -299050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -299051.406250 Penalty: 2767.697510
	Iteration 43Q: 3 clusters Score -299051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -299051.375000 Penalty: 2767.697510
	Iteration 44Q: 3 clusters Score -299051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -299051.375000 Penalty: 2767.697510
	Iteration 45F: 3 clusters Score -299051.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -22805.583984 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -22805.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21771.011719 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -21771.01 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21942.132812 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -21942.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21997.146484 Penalty: 1996.162109
	Iteration 2Q: 3 clusters Score -21997.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22028.818359 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -22028.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22057.464844 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -22057.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22069.738281 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -22069.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22076.771484 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -22076.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22087.736328 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -22087.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22089.955078 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -22089.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22093.695312 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -22093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22094.902344 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -22094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22096.636719 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -22096.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22096.636719 Penalty: 1996.162109
	Iteration 12F: 3 clusters Score -22096.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Entering Unmasked Estep 
Score: -769542.375000 Penalty: 1539.302002
	Iteration 0F: 2 clusters Score -769542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -760413.812500 Penalty: 3078.604004
	Iteration 0F: 3 clusters Score -760413.8 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -763616.375000 Penalty: 3078.604004
	Iteration 1F: 3 clusters Score -763616.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -763920.562500 Penalty: 3078.604004
	Iteration 2F: 3 clusters Score -763920.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -764170.125000 Penalty: 3078.604004
	Iteration 3Q: 3 clusters Score -764170.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -764415.187500 Penalty: 3078.604004
	Iteration 4Q: 3 clusters Score -764415.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -764680.437500 Penalty: 3078.604004
	Iteration 5Q: 3 clusters Score -764680.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -764998.000000 Penalty: 3078.604004
	Iteration 6Q: 3 clusters Score -764998 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -765400.562500 Penalty: 3078.604004
	Iteration 7F: 3 clusters Score -765400.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -765899.875000 Penalty: 3078.604004
	Iteration 8F: 3 clusters Score -765899.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -766486.000000 Penalty: 3078.604004
	Iteration 9F: 3 clusters Score -766486 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -767156.500000 Penalty: 3078.604004
	Iteration 10F: 3 clusters Score -767156.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -767734.750000 Penalty: 3078.604004
	Iteration 11F: 3 clusters Score -767734.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -768228.687500 Penalty: 3078.604004
	Iteration 12Q: 3 clusters Score -768228.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -768627.500000 Penalty: 3078.604004
	Iteration 13Q: 3 clusters Score -768627.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -769035.125000 Penalty: 3078.604004
	Iteration 14Q: 3 clusters Score -769035.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -769357.000000 Penalty: 3078.604004
	Iteration 15Q: 3 clusters Score -769357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -769469.562500 Penalty: 3078.604004
	Iteration 16Q: 3 clusters Score -769469.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -769528.312500 Penalty: 3078.604004
	Iteration 17Q: 3 clusters Score -769528.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -769552.250000 Penalty: 3078.604004
	Iteration 18Q: 3 clusters Score -769552.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -769568.250000 Penalty: 3078.604004
	Iteration 19Q: 3 clusters Score -769568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -769580.750000 Penalty: 3078.604004
	Iteration 20F: 3 clusters Score -769580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -769584.062500 Penalty: 3078.604004
	Iteration 21Q: 3 clusters Score -769584.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -769586.875000 Penalty: 3078.604004
	Iteration 22Q: 3 clusters Score -769586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -769588.750000 Penalty: 3078.604004
	Iteration 23Q: 3 clusters Score -769588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -769589.750000 Penalty: 3078.604004
	Iteration 24Q: 3 clusters Score -769589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -769591.187500 Penalty: 3078.604004
	Iteration 25Q: 3 clusters Score -769591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -769591.437500 Penalty: 3078.604004
	Iteration 26Q: 3 clusters Score -769591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -769591.437500 Penalty: 3078.604004
	Iteration 27F: 3 clusters Score -769591.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 12329 members 
Entering Unmasked Estep 
Score: -12708240.000000 Penalty: 84375.257812
Splitting cluster 6 changes total score from -12708631.000000 to -12708240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Entering Unmasked Estep 
Score: -170713.578125 Penalty: 1302.490723
	Iteration 0F: 2 clusters Score -170713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -167986.406250 Penalty: 2604.981445
	Iteration 0F: 3 clusters Score -167986.4 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -168689.578125 Penalty: 2604.981445
	Iteration 1F: 3 clusters Score -168689.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -168868.500000 Penalty: 2604.981445
	Iteration 2F: 3 clusters Score -168868.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -169008.046875 Penalty: 2604.981445
	Iteration 3F: 3 clusters Score -169008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -169191.531250 Penalty: 2604.981445
	Iteration 4F: 3 clusters Score -169191.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -169420.078125 Penalty: 2604.981445
	Iteration 5F: 3 clusters Score -169420.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -169672.093750 Penalty: 2604.981445
	Iteration 6F: 3 clusters Score -169672.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -169919.453125 Penalty: 2604.981445
	Iteration 7F: 3 clusters Score -169919.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -170123.281250 Penalty: 2604.981445
	Iteration 8F: 3 clusters Score -170123.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -170237.812500 Penalty: 2604.981445
	Iteration 9Q: 3 clusters Score -170237.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -170315.531250 Penalty: 2604.981445
	Iteration 10Q: 3 clusters Score -170315.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -170348.625000 Penalty: 2604.981445
	Iteration 11Q: 3 clusters Score -170348.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -170364.218750 Penalty: 2604.981445
	Iteration 12Q: 3 clusters Score -170364.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -170376.531250 Penalty: 2604.981445
	Iteration 13Q: 3 clusters Score -170376.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -170392.359375 Penalty: 2604.981445
	Iteration 14Q: 3 clusters Score -170392.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -170407.093750 Penalty: 2604.981445
	Iteration 15Q: 3 clusters Score -170407.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -170424.390625 Penalty: 2604.981445
	Iteration 16Q: 3 clusters Score -170424.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -170437.937500 Penalty: 2604.981445
	Iteration 17Q: 3 clusters Score -170437.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -170446.859375 Penalty: 2604.981445
	Iteration 18Q: 3 clusters Score -170446.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -170453.265625 Penalty: 2604.981445
	Iteration 19Q: 3 clusters Score -170453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -170459.015625 Penalty: 2604.981445
	Iteration 20F: 3 clusters Score -170459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -170466.703125 Penalty: 2604.981445
	Iteration 21Q: 3 clusters Score -170466.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -170474.140625 Penalty: 2604.981445
	Iteration 22Q: 3 clusters Score -170474.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -170483.531250 Penalty: 2604.981445
	Iteration 23Q: 3 clusters Score -170483.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -170495.750000 Penalty: 2604.981445
	Iteration 24Q: 3 clusters Score -170495.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -170514.187500 Penalty: 2604.981445
	Iteration 25Q: 3 clusters Score -170514.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -170527.781250 Penalty: 2604.981445
	Iteration 26Q: 3 clusters Score -170527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -170532.265625 Penalty: 2604.981445
	Iteration 27Q: 3 clusters Score -170532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -170538.984375 Penalty: 2604.981445
	Iteration 28Q: 3 clusters Score -170539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -170544.375000 Penalty: 2604.981445
	Iteration 29Q: 3 clusters Score -170544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -170552.265625 Penalty: 2604.981445
	Iteration 30Q: 3 clusters Score -170552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -170554.296875 Penalty: 2604.981445
	Iteration 31Q: 3 clusters Score -170554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -170554.937500 Penalty: 2604.981445
	Iteration 32Q: 3 clusters Score -170554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -170554.937500 Penalty: 2604.981445
	Iteration 33F: 3 clusters Score -170554.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -654698.187500 Penalty: 1515.935669
	Iteration 0F: 2 clusters Score -654698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -646832.625000 Penalty: 3031.871338
	Iteration 0F: 3 clusters Score -646832.6 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -649451.375000 Penalty: 3031.871338
	Iteration 1F: 3 clusters Score -649451.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -649840.125000 Penalty: 3031.871338
	Iteration 2F: 3 clusters Score -649840.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -650266.812500 Penalty: 3031.871338
	Iteration 3F: 3 clusters Score -650266.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -650714.500000 Penalty: 3031.871338
	Iteration 4F: 3 clusters Score -650714.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -651165.687500 Penalty: 3031.871338
	Iteration 5F: 3 clusters Score -651165.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -651653.562500 Penalty: 3031.871338
	Iteration 6F: 3 clusters Score -651653.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -652111.625000 Penalty: 3031.871338
	Iteration 7F: 3 clusters Score -652111.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -652482.687500 Penalty: 3031.871338
	Iteration 8Q: 3 clusters Score -652482.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -652774.187500 Penalty: 3031.871338
	Iteration 9Q: 3 clusters Score -652774.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -652984.187500 Penalty: 3031.871338
	Iteration 10Q: 3 clusters Score -652984.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -653129.312500 Penalty: 3031.871338
	Iteration 11Q: 3 clusters Score -653129.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -653225.125000 Penalty: 3031.871338
	Iteration 12Q: 3 clusters Score -653225.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -653290.187500 Penalty: 3031.871338
	Iteration 13Q: 3 clusters Score -653290.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -653328.312500 Penalty: 3031.871338
	Iteration 14Q: 3 clusters Score -653328.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -653361.250000 Penalty: 3031.871338
	Iteration 15Q: 3 clusters Score -653361.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -653391.562500 Penalty: 3031.871338
	Iteration 16Q: 3 clusters Score -653391.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -653411.000000 Penalty: 3031.871338
	Iteration 17Q: 3 clusters Score -653411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -653424.750000 Penalty: 3031.871338
	Iteration 18Q: 3 clusters Score -653424.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -653440.625000 Penalty: 3031.871338
	Iteration 19Q: 3 clusters Score -653440.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -653453.187500 Penalty: 3031.871338
	Iteration 20F: 3 clusters Score -653453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -653461.625000 Penalty: 3031.871338
	Iteration 21Q: 3 clusters Score -653461.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -653468.500000 Penalty: 3031.871338
	Iteration 22Q: 3 clusters Score -653468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -653474.000000 Penalty: 3031.871338
	Iteration 23Q: 3 clusters Score -653474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -653478.062500 Penalty: 3031.871338
	Iteration 24Q: 3 clusters Score -653478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -653483.437500 Penalty: 3031.871338
	Iteration 25Q: 3 clusters Score -653483.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -653486.937500 Penalty: 3031.871338
	Iteration 26Q: 3 clusters Score -653486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -653488.812500 Penalty: 3031.871338
	Iteration 27Q: 3 clusters Score -653488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -653488.000000 Penalty: 3031.871338
	Iteration 28Q: 3 clusters Score -653488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -653488.250000 Penalty: 3031.871338
	Iteration 29Q: 3 clusters Score -653488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -653489.062500 Penalty: 3031.871338
	Iteration 30Q: 3 clusters Score -653489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -653489.062500 Penalty: 3031.871338
	Iteration 31F: 3 clusters Score -653489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Entering Unmasked Estep 
Score: -365289.093750 Penalty: 1424.234741
	Iteration 0F: 2 clusters Score -365289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -360408.656250 Penalty: 2848.469482
	Iteration 0F: 3 clusters Score -360408.7 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -361904.968750 Penalty: 2848.469482
	Iteration 1F: 3 clusters Score -361905 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -362117.000000 Penalty: 2848.469482
	Iteration 2F: 3 clusters Score -362117 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -362295.656250 Penalty: 2848.469482
	Iteration 3F: 3 clusters Score -362295.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -362450.843750 Penalty: 2848.469482
	Iteration 4Q: 3 clusters Score -362450.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -362593.781250 Penalty: 2848.469482
	Iteration 5Q: 3 clusters Score -362593.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -362736.406250 Penalty: 2848.469482
	Iteration 6Q: 3 clusters Score -362736.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -362900.281250 Penalty: 2848.469482
	Iteration 7Q: 3 clusters Score -362900.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -363083.000000 Penalty: 2848.469482
	Iteration 8Q: 3 clusters Score -363083 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -363231.375000 Penalty: 2848.469482
	Iteration 9Q: 3 clusters Score -363231.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -363360.156250 Penalty: 2848.469482
	Iteration 10Q: 3 clusters Score -363360.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -363489.468750 Penalty: 2848.469482
	Iteration 11Q: 3 clusters Score -363489.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -363599.031250 Penalty: 2848.469482
	Iteration 12Q: 3 clusters Score -363599 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -363701.500000 Penalty: 2848.469482
	Iteration 13Q: 3 clusters Score -363701.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -363780.656250 Penalty: 2848.469482
	Iteration 14Q: 3 clusters Score -363780.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -363850.687500 Penalty: 2848.469482
	Iteration 15Q: 3 clusters Score -363850.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -363911.156250 Penalty: 2848.469482
	Iteration 16Q: 3 clusters Score -363911.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -363955.375000 Penalty: 2848.469482
	Iteration 17Q: 3 clusters Score -363955.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -363993.187500 Penalty: 2848.469482
	Iteration 18Q: 3 clusters Score -363993.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -364018.093750 Penalty: 2848.469482
	Iteration 19Q: 3 clusters Score -364018.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -364035.937500 Penalty: 2848.469482
	Iteration 20F: 3 clusters Score -364035.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -364058.468750 Penalty: 2848.469482
	Iteration 21Q: 3 clusters Score -364058.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -364073.062500 Penalty: 2848.469482
	Iteration 22Q: 3 clusters Score -364073.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -364079.875000 Penalty: 2848.469482
	Iteration 23Q: 3 clusters Score -364079.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -364085.375000 Penalty: 2848.469482
	Iteration 24Q: 3 clusters Score -364085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -364088.750000 Penalty: 2848.469482
	Iteration 25Q: 3 clusters Score -364088.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -364092.625000 Penalty: 2848.469482
	Iteration 26Q: 3 clusters Score -364092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -364095.750000 Penalty: 2848.469482
	Iteration 27Q: 3 clusters Score -364095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -364096.500000 Penalty: 2848.469482
	Iteration 28Q: 3 clusters Score -364096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -364097.375000 Penalty: 2848.469482
	Iteration 29Q: 3 clusters Score -364097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -364098.156250 Penalty: 2848.469482
	Iteration 30Q: 3 clusters Score -364098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -364098.781250 Penalty: 2848.469482
	Iteration 31Q: 3 clusters Score -364098.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -364098.781250 Penalty: 2848.469482
	Iteration 32F: 3 clusters Score -364098.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -198053.281250 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -198053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -195095.484375 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -195095.5 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -195828.234375 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -195828.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -196008.281250 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -196008.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -196121.953125 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -196122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -196214.531250 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -196214.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -196314.343750 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -196314.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -196431.515625 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -196431.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -196550.375000 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -196550.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -196664.109375 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -196664.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -196782.671875 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -196782.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -196876.937500 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -196876.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -196949.046875 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -196949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -197020.718750 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -197020.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -197096.609375 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -197096.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -197168.765625 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -197168.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -197217.562500 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -197217.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -197263.656250 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -197263.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -197303.343750 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -197303.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -197330.078125 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -197330.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -197355.562500 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -197355.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -197374.921875 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -197374.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -197389.562500 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -197389.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -197397.125000 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -197397.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -197401.468750 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -197401.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -197407.093750 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -197407.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -197411.250000 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -197411.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -197414.375000 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -197414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -197414.375000 Penalty: 2641.790039
	Iteration 27F: 3 clusters Score -197414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -158706.062500 Penalty: 1288.248901
	Iteration 0F: 2 clusters Score -158706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -156095.484375 Penalty: 2576.497803
	Iteration 0F: 3 clusters Score -156095.5 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -156635.000000 Penalty: 2576.497803
	Iteration 1F: 3 clusters Score -156635 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -156763.968750 Penalty: 2576.497803
	Iteration 2F: 3 clusters Score -156764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -156870.859375 Penalty: 2576.497803
	Iteration 3F: 3 clusters Score -156870.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -156951.796875 Penalty: 2576.497803
	Iteration 4Q: 3 clusters Score -156951.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -157006.859375 Penalty: 2576.497803
	Iteration 5Q: 3 clusters Score -157006.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -157058.875000 Penalty: 2576.497803
	Iteration 6Q: 3 clusters Score -157058.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -157110.062500 Penalty: 2576.497803
	Iteration 7Q: 3 clusters Score -157110.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -157147.062500 Penalty: 2576.497803
	Iteration 8Q: 3 clusters Score -157147.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -157183.046875 Penalty: 2576.497803
	Iteration 9Q: 3 clusters Score -157183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -157219.515625 Penalty: 2576.497803
	Iteration 10Q: 3 clusters Score -157219.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -157257.046875 Penalty: 2576.497803
	Iteration 11Q: 3 clusters Score -157257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -157282.500000 Penalty: 2576.497803
	Iteration 12Q: 3 clusters Score -157282.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -157306.250000 Penalty: 2576.497803
	Iteration 13Q: 3 clusters Score -157306.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -157321.296875 Penalty: 2576.497803
	Iteration 14Q: 3 clusters Score -157321.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -157333.750000 Penalty: 2576.497803
	Iteration 15Q: 3 clusters Score -157333.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -157346.281250 Penalty: 2576.497803
	Iteration 16Q: 3 clusters Score -157346.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -157354.765625 Penalty: 2576.497803
	Iteration 17Q: 3 clusters Score -157354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -157362.671875 Penalty: 2576.497803
	Iteration 18Q: 3 clusters Score -157362.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -157373.093750 Penalty: 2576.497803
	Iteration 19Q: 3 clusters Score -157373.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -157383.640625 Penalty: 2576.497803
	Iteration 20F: 3 clusters Score -157383.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -157392.609375 Penalty: 2576.497803
	Iteration 21Q: 3 clusters Score -157392.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -157399.968750 Penalty: 2576.497803
	Iteration 22Q: 3 clusters Score -157400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157408.140625 Penalty: 2576.497803
	Iteration 23Q: 3 clusters Score -157408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -157416.781250 Penalty: 2576.497803
	Iteration 24Q: 3 clusters Score -157416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -157424.234375 Penalty: 2576.497803
	Iteration 25Q: 3 clusters Score -157424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -157431.109375 Penalty: 2576.497803
	Iteration 26Q: 3 clusters Score -157431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -157434.453125 Penalty: 2576.497803
	Iteration 27Q: 3 clusters Score -157434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -157437.156250 Penalty: 2576.497803
	Iteration 28Q: 3 clusters Score -157437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -157441.234375 Penalty: 2576.497803
	Iteration 29Q: 3 clusters Score -157441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -157446.078125 Penalty: 2576.497803
	Iteration 30Q: 3 clusters Score -157446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -157449.734375 Penalty: 2576.497803
	Iteration 31Q: 3 clusters Score -157449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -157451.000000 Penalty: 2576.497803
	Iteration 32Q: 3 clusters Score -157451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -157453.687500 Penalty: 2576.497803
	Iteration 33Q: 3 clusters Score -157453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -157458.156250 Penalty: 2576.497803
	Iteration 34Q: 3 clusters Score -157458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -157462.031250 Penalty: 2576.497803
	Iteration 35Q: 3 clusters Score -157462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -157463.703125 Penalty: 2576.497803
	Iteration 36Q: 3 clusters Score -157463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -157463.984375 Penalty: 2576.497803
	Iteration 37Q: 3 clusters Score -157464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -157465.265625 Penalty: 2576.497803
	Iteration 38Q: 3 clusters Score -157465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -157467.046875 Penalty: 2576.497803
	Iteration 39Q: 3 clusters Score -157467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -157468.031250 Penalty: 2576.497803
	Iteration 40F: 3 clusters Score -157468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -157470.312500 Penalty: 2576.497803
	Iteration 41Q: 3 clusters Score -157470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -157473.718750 Penalty: 2576.497803
	Iteration 42Q: 3 clusters Score -157473.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -157476.859375 Penalty: 2576.497803
	Iteration 43Q: 3 clusters Score -157476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -157480.078125 Penalty: 2576.497803
	Iteration 44Q: 3 clusters Score -157480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -157483.281250 Penalty: 2576.497803
	Iteration 45Q: 3 clusters Score -157483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -157487.265625 Penalty: 2576.497803
	Iteration 46Q: 3 clusters Score -157487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -157490.421875 Penalty: 2576.497803
	Iteration 47Q: 3 clusters Score -157490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -157492.375000 Penalty: 2576.497803
	Iteration 48Q: 3 clusters Score -157492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -157493.468750 Penalty: 2576.497803
	Iteration 49Q: 3 clusters Score -157493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -157493.843750 Penalty: 2576.497803
	Iteration 50Q: 3 clusters Score -157493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -157493.843750 Penalty: 2576.497803
	Iteration 51F: 3 clusters Score -157493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -61828.800781 Penalty: 1147.187866
	Iteration 0F: 2 clusters Score -61828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60312.078125 Penalty: 2294.375732
	Iteration 0F: 3 clusters Score -60312.08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60594.714844 Penalty: 2294.375732
	Iteration 1F: 3 clusters Score -60594.71 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -60684.000000 Penalty: 2294.375732
	Iteration 2F: 3 clusters Score -60684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -60733.312500 Penalty: 2294.375732
	Iteration 3Q: 3 clusters Score -60733.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60768.410156 Penalty: 2294.375732
	Iteration 4Q: 3 clusters Score -60768.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -60800.773438 Penalty: 2294.375732
	Iteration 5Q: 3 clusters Score -60800.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -60834.289062 Penalty: 2294.375732
	Iteration 6Q: 3 clusters Score -60834.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60876.855469 Penalty: 2294.375732
	Iteration 7Q: 3 clusters Score -60876.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -60896.312500 Penalty: 2294.375732
	Iteration 8Q: 3 clusters Score -60896.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60911.277344 Penalty: 2294.375732
	Iteration 9Q: 3 clusters Score -60911.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -60917.687500 Penalty: 2294.375732
	Iteration 10Q: 3 clusters Score -60917.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60922.269531 Penalty: 2294.375732
	Iteration 11Q: 3 clusters Score -60922.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -60925.730469 Penalty: 2294.375732
	Iteration 12Q: 3 clusters Score -60925.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -60933.925781 Penalty: 2294.375732
	Iteration 13Q: 3 clusters Score -60933.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60940.000000 Penalty: 2294.375732
	Iteration 14Q: 3 clusters Score -60940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -60940.914062 Penalty: 2294.375732
	Iteration 15Q: 3 clusters Score -60940.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -60945.578125 Penalty: 2294.375732
	Iteration 16Q: 3 clusters Score -60945.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -60949.164062 Penalty: 2294.375732
	Iteration 17Q: 3 clusters Score -60949.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -60949.164062 Penalty: 2294.375732
	Iteration 18F: 3 clusters Score -60949.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -26161.822266 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -26161.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25073.658203 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -25073.66 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25239.943359 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -25239.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25296.531250 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -25296.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25379.066406 Penalty: 2047.755493
	Iteration 3Q: 3 clusters Score -25379.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25513.228516 Penalty: 2047.755493
	Iteration 4F: 3 clusters Score -25513.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25759.933594 Penalty: 2047.755493
	Iteration 5F: 3 clusters Score -25759.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26003.345703 Penalty: 2047.755493
	Iteration 6F: 3 clusters Score -26003.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -26258.162109 Penalty: 2047.755493
	Iteration 7F: 3 clusters Score -26258.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26416.734375 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -26416.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26484.546875 Penalty: 2047.755493
	Iteration 9Q: 3 clusters Score -26484.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26545.232422 Penalty: 2047.755493
	Iteration 10Q: 3 clusters Score -26545.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26590.339844 Penalty: 2047.755493
	Iteration 11Q: 3 clusters Score -26590.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26666.779297 Penalty: 2047.755493
	Iteration 12Q: 3 clusters Score -26666.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26666.779297 Penalty: 2047.755493
	Iteration 13F: 3 clusters Score -26666.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 285 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 260 members 
Entering Unmasked Estep 
Score: -12708158.000000 Penalty: 84375.257812
Splitting cluster 13 changes total score from -12708631.000000 to -12708158.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Entering Unmasked Estep 
Score: -593310.375000 Penalty: 1491.496094
	Iteration 0F: 2 clusters Score -593310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -586372.125000 Penalty: 2982.992188
	Iteration 0F: 3 clusters Score -586372.1 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -588665.937500 Penalty: 2982.992188
	Iteration 1F: 3 clusters Score -588665.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -588903.187500 Penalty: 2982.992188
	Iteration 2F: 3 clusters Score -588903.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -589097.187500 Penalty: 2982.992188
	Iteration 3Q: 3 clusters Score -589097.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -589269.875000 Penalty: 2982.992188
	Iteration 4Q: 3 clusters Score -589269.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -589445.875000 Penalty: 2982.992188
	Iteration 5Q: 3 clusters Score -589445.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -589640.750000 Penalty: 2982.992188
	Iteration 6Q: 3 clusters Score -589640.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -589881.375000 Penalty: 2982.992188
	Iteration 7Q: 3 clusters Score -589881.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -590118.250000 Penalty: 2982.992188
	Iteration 8Q: 3 clusters Score -590118.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -590405.125000 Penalty: 2982.992188
	Iteration 9Q: 3 clusters Score -590405.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -590694.250000 Penalty: 2982.992188
	Iteration 10Q: 3 clusters Score -590694.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -590986.375000 Penalty: 2982.992188
	Iteration 11Q: 3 clusters Score -590986.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -591226.812500 Penalty: 2982.992188
	Iteration 12Q: 3 clusters Score -591226.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -591421.687500 Penalty: 2982.992188
	Iteration 13Q: 3 clusters Score -591421.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -591574.250000 Penalty: 2982.992188
	Iteration 14Q: 3 clusters Score -591574.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -591689.812500 Penalty: 2982.992188
	Iteration 15Q: 3 clusters Score -591689.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -591762.500000 Penalty: 2982.992188
	Iteration 16Q: 3 clusters Score -591762.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -591830.187500 Penalty: 2982.992188
	Iteration 17Q: 3 clusters Score -591830.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -591867.375000 Penalty: 2982.992188
	Iteration 18Q: 3 clusters Score -591867.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -591897.125000 Penalty: 2982.992188
	Iteration 19Q: 3 clusters Score -591897.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -591923.312500 Penalty: 2982.992188
	Iteration 20F: 3 clusters Score -591923.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -591948.875000 Penalty: 2982.992188
	Iteration 21Q: 3 clusters Score -591948.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -591962.687500 Penalty: 2982.992188
	Iteration 22Q: 3 clusters Score -591962.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -591976.500000 Penalty: 2982.992188
	Iteration 23Q: 3 clusters Score -591976.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -591990.437500 Penalty: 2982.992188
	Iteration 24Q: 3 clusters Score -591990.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -592006.500000 Penalty: 2982.992188
	Iteration 25Q: 3 clusters Score -592006.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -592021.625000 Penalty: 2982.992188
	Iteration 26Q: 3 clusters Score -592021.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -592037.125000 Penalty: 2982.992188
	Iteration 27Q: 3 clusters Score -592037.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -592060.500000 Penalty: 2982.992188
	Iteration 28Q: 3 clusters Score -592060.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -592079.937500 Penalty: 2982.992188
	Iteration 29Q: 3 clusters Score -592079.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -592096.625000 Penalty: 2982.992188
	Iteration 30Q: 3 clusters Score -592096.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -592114.312500 Penalty: 2982.992188
	Iteration 31Q: 3 clusters Score -592114.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -592126.937500 Penalty: 2982.992188
	Iteration 32Q: 3 clusters Score -592126.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -592136.187500 Penalty: 2982.992188
	Iteration 33Q: 3 clusters Score -592136.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -592143.562500 Penalty: 2982.992188
	Iteration 34Q: 3 clusters Score -592143.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -592151.875000 Penalty: 2982.992188
	Iteration 35Q: 3 clusters Score -592151.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -592156.312500 Penalty: 2982.992188
	Iteration 36Q: 3 clusters Score -592156.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -592160.562500 Penalty: 2982.992188
	Iteration 37Q: 3 clusters Score -592160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -592162.375000 Penalty: 2982.992188
	Iteration 38Q: 3 clusters Score -592162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -592165.562500 Penalty: 2982.992188
	Iteration 39Q: 3 clusters Score -592165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -592168.437500 Penalty: 2982.992188
	Iteration 40F: 3 clusters Score -592168.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -592169.750000 Penalty: 2982.992188
	Iteration 41Q: 3 clusters Score -592169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -592171.687500 Penalty: 2982.992188
	Iteration 42Q: 3 clusters Score -592171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -592173.250000 Penalty: 2982.992188
	Iteration 43Q: 3 clusters Score -592173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -592174.937500 Penalty: 2982.992188
	Iteration 44Q: 3 clusters Score -592174.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -592175.937500 Penalty: 2982.992188
	Iteration 45Q: 3 clusters Score -592175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -592175.437500 Penalty: 2982.992188
	Iteration 46Q: 3 clusters Score -592175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -592175.625000 Penalty: 2982.992188
	Iteration 47Q: 3 clusters Score -592175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -592175.625000 Penalty: 2982.992188
	Iteration 48F: 3 clusters Score -592175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -27822.025391 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -27822.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26670.962891 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -26670.96 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26852.261719 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -26852.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26956.144531 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -26956.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27059.667969 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -27059.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27217.527344 Penalty: 2069.660645
	Iteration 4F: 3 clusters Score -27217.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27355.544922 Penalty: 2069.660645
	Iteration 5F: 3 clusters Score -27355.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27428.183594 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -27428.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27461.142578 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -27461.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27483.677734 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -27483.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27500.896484 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -27500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27535.736328 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -27535.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27546.492188 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -27546.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27548.005859 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -27548.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27552.498047 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -27552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27552.498047 Penalty: 2069.660645
	Iteration 14F: 3 clusters Score -27552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -327906.937500 Penalty: 1403.212524
	Iteration 0F: 2 clusters Score -327906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -323547.437500 Penalty: 2806.425049
	Iteration 0F: 3 clusters Score -323547.4 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -324783.781250 Penalty: 2806.425049
	Iteration 1F: 3 clusters Score -324783.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -324989.437500 Penalty: 2806.425049
	Iteration 2F: 3 clusters Score -324989.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -325145.062500 Penalty: 2806.425049
	Iteration 3F: 3 clusters Score -325145.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -325306.062500 Penalty: 2806.425049
	Iteration 4Q: 3 clusters Score -325306.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -325514.656250 Penalty: 2806.425049
	Iteration 5F: 3 clusters Score -325514.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -325775.406250 Penalty: 2806.425049
	Iteration 6F: 3 clusters Score -325775.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -326034.562500 Penalty: 2806.425049
	Iteration 7F: 3 clusters Score -326034.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -326239.000000 Penalty: 2806.425049
	Iteration 8F: 3 clusters Score -326239 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -326348.500000 Penalty: 2806.425049
	Iteration 9Q: 3 clusters Score -326348.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -326412.500000 Penalty: 2806.425049
	Iteration 10Q: 3 clusters Score -326412.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -326457.593750 Penalty: 2806.425049
	Iteration 11Q: 3 clusters Score -326457.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -326495.718750 Penalty: 2806.425049
	Iteration 12Q: 3 clusters Score -326495.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -326526.937500 Penalty: 2806.425049
	Iteration 13Q: 3 clusters Score -326526.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -326546.187500 Penalty: 2806.425049
	Iteration 14Q: 3 clusters Score -326546.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -326559.000000 Penalty: 2806.425049
	Iteration 15Q: 3 clusters Score -326559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -326571.875000 Penalty: 2806.425049
	Iteration 16Q: 3 clusters Score -326571.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -326579.531250 Penalty: 2806.425049
	Iteration 17Q: 3 clusters Score -326579.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -326586.968750 Penalty: 2806.425049
	Iteration 18Q: 3 clusters Score -326587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -326594.468750 Penalty: 2806.425049
	Iteration 19Q: 3 clusters Score -326594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -326599.062500 Penalty: 2806.425049
	Iteration 20F: 3 clusters Score -326599.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -326603.500000 Penalty: 2806.425049
	Iteration 21Q: 3 clusters Score -326603.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -326611.437500 Penalty: 2806.425049
	Iteration 22Q: 3 clusters Score -326611.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -326618.468750 Penalty: 2806.425049
	Iteration 23Q: 3 clusters Score -326618.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -326622.500000 Penalty: 2806.425049
	Iteration 24Q: 3 clusters Score -326622.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -326626.187500 Penalty: 2806.425049
	Iteration 25Q: 3 clusters Score -326626.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -326632.625000 Penalty: 2806.425049
	Iteration 26Q: 3 clusters Score -326632.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -326638.031250 Penalty: 2806.425049
	Iteration 27Q: 3 clusters Score -326638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -326640.843750 Penalty: 2806.425049
	Iteration 28Q: 3 clusters Score -326640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -326644.125000 Penalty: 2806.425049
	Iteration 29Q: 3 clusters Score -326644.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -326648.531250 Penalty: 2806.425049
	Iteration 30Q: 3 clusters Score -326648.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -326652.531250 Penalty: 2806.425049
	Iteration 31Q: 3 clusters Score -326652.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -326659.468750 Penalty: 2806.425049
	Iteration 32Q: 3 clusters Score -326659.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -326661.937500 Penalty: 2806.425049
	Iteration 33Q: 3 clusters Score -326661.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -326665.000000 Penalty: 2806.425049
	Iteration 34Q: 3 clusters Score -326665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -326667.562500 Penalty: 2806.425049
	Iteration 35Q: 3 clusters Score -326667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -326668.750000 Penalty: 2806.425049
	Iteration 36Q: 3 clusters Score -326668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -326670.187500 Penalty: 2806.425049
	Iteration 37Q: 3 clusters Score -326670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -326670.687500 Penalty: 2806.425049
	Iteration 38Q: 3 clusters Score -326670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -326671.312500 Penalty: 2806.425049
	Iteration 39Q: 3 clusters Score -326671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -326672.500000 Penalty: 2806.425049
	Iteration 40F: 3 clusters Score -326672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326672.218750 Penalty: 2806.425049
	Iteration 41Q: 3 clusters Score -326672.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326672.218750 Penalty: 2806.425049
	Iteration 42F: 3 clusters Score -326672.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -488992.593750 Penalty: 1470.519287
	Iteration 0F: 2 clusters Score -488992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -482854.656250 Penalty: 2941.038574
	Iteration 0F: 3 clusters Score -482854.7 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -485131.125000 Penalty: 2941.038574
	Iteration 1F: 3 clusters Score -485131.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -485686.187500 Penalty: 2941.038574
	Iteration 2F: 3 clusters Score -485686.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -486132.250000 Penalty: 2941.038574
	Iteration 3F: 3 clusters Score -486132.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -486519.281250 Penalty: 2941.038574
	Iteration 4F: 3 clusters Score -486519.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -486908.875000 Penalty: 2941.038574
	Iteration 5F: 3 clusters Score -486908.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -487264.343750 Penalty: 2941.038574
	Iteration 6Q: 3 clusters Score -487264.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -487612.281250 Penalty: 2941.038574
	Iteration 7Q: 3 clusters Score -487612.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -487931.062500 Penalty: 2941.038574
	Iteration 8Q: 3 clusters Score -487931.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -488167.781250 Penalty: 2941.038574
	Iteration 9Q: 3 clusters Score -488167.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -488321.250000 Penalty: 2941.038574
	Iteration 10Q: 3 clusters Score -488321.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -488402.375000 Penalty: 2941.038574
	Iteration 11Q: 3 clusters Score -488402.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -488433.875000 Penalty: 2941.038574
	Iteration 12Q: 3 clusters Score -488433.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -488450.562500 Penalty: 2941.038574
	Iteration 13Q: 3 clusters Score -488450.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -488459.250000 Penalty: 2941.038574
	Iteration 14Q: 3 clusters Score -488459.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -488464.750000 Penalty: 2941.038574
	Iteration 15Q: 3 clusters Score -488464.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -488471.218750 Penalty: 2941.038574
	Iteration 16Q: 3 clusters Score -488471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -488475.218750 Penalty: 2941.038574
	Iteration 17Q: 3 clusters Score -488475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -488477.250000 Penalty: 2941.038574
	Iteration 18Q: 3 clusters Score -488477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -488476.937500 Penalty: 2941.038574
	Iteration 19Q: 3 clusters Score -488476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -488480.593750 Penalty: 2941.038574
	Iteration 20F: 3 clusters Score -488480.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -488480.593750 Penalty: 2941.038574
	Iteration 21Q: 3 clusters Score -488480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -488483.875000 Penalty: 2941.038574
	Iteration 22Q: 3 clusters Score -488483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -488485.312500 Penalty: 2941.038574
	Iteration 23Q: 3 clusters Score -488485.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -488485.750000 Penalty: 2941.038574
	Iteration 24Q: 3 clusters Score -488485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -488487.250000 Penalty: 2941.038574
	Iteration 25Q: 3 clusters Score -488487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -488490.750000 Penalty: 2941.038574
	Iteration 26Q: 3 clusters Score -488490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -488492.218750 Penalty: 2941.038574
	Iteration 27Q: 3 clusters Score -488492.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -488494.375000 Penalty: 2941.038574
	Iteration 28Q: 3 clusters Score -488494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -488497.718750 Penalty: 2941.038574
	Iteration 29Q: 3 clusters Score -488497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -488498.687500 Penalty: 2941.038574
	Iteration 30Q: 3 clusters Score -488498.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -488500.968750 Penalty: 2941.038574
	Iteration 31Q: 3 clusters Score -488501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -488501.750000 Penalty: 2941.038574
	Iteration 32Q: 3 clusters Score -488501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -488501.468750 Penalty: 2941.038574
	Iteration 33Q: 3 clusters Score -488501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -488501.500000 Penalty: 2941.038574
	Iteration 34Q: 3 clusters Score -488501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -488502.093750 Penalty: 2941.038574
	Iteration 35Q: 3 clusters Score -488502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -488503.468750 Penalty: 2941.038574
	Iteration 36Q: 3 clusters Score -488503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -488504.218750 Penalty: 2941.038574
	Iteration 37Q: 3 clusters Score -488504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -488504.875000 Penalty: 2941.038574
	Iteration 38Q: 3 clusters Score -488504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -488505.343750 Penalty: 2941.038574
	Iteration 39Q: 3 clusters Score -488505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -488505.531250 Penalty: 2941.038574
	Iteration 40F: 3 clusters Score -488505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Entering Unmasked Estep 
Score: -223589.953125 Penalty: 1347.742432
	Iteration 0F: 2 clusters Score -223590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -220234.109375 Penalty: 2695.484863
	Iteration 0F: 3 clusters Score -220234.1 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -221147.250000 Penalty: 2695.484863
	Iteration 1F: 3 clusters Score -221147.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -221539.343750 Penalty: 2695.484863
	Iteration 2F: 3 clusters Score -221539.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -221953.875000 Penalty: 2695.484863
	Iteration 3F: 3 clusters Score -221953.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -222325.156250 Penalty: 2695.484863
	Iteration 4F: 3 clusters Score -222325.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -222668.921875 Penalty: 2695.484863
	Iteration 5F: 3 clusters Score -222668.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -223032.203125 Penalty: 2695.484863
	Iteration 6F: 3 clusters Score -223032.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -223308.937500 Penalty: 2695.484863
	Iteration 7F: 3 clusters Score -223308.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -223497.031250 Penalty: 2695.484863
	Iteration 8Q: 3 clusters Score -223497 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -223656.843750 Penalty: 2695.484863
	Iteration 9Q: 3 clusters Score -223656.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -223807.359375 Penalty: 2695.484863
	Iteration 10Q: 3 clusters Score -223807.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -223951.265625 Penalty: 2695.484863
	Iteration 11Q: 3 clusters Score -223951.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -224024.156250 Penalty: 2695.484863
	Iteration 12Q: 3 clusters Score -224024.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -224063.281250 Penalty: 2695.484863
	Iteration 13Q: 3 clusters Score -224063.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -224080.093750 Penalty: 2695.484863
	Iteration 14Q: 3 clusters Score -224080.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -224093.859375 Penalty: 2695.484863
	Iteration 15Q: 3 clusters Score -224093.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -224101.671875 Penalty: 2695.484863
	Iteration 16Q: 3 clusters Score -224101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -224112.843750 Penalty: 2695.484863
	Iteration 17Q: 3 clusters Score -224112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -224118.250000 Penalty: 2695.484863
	Iteration 18Q: 3 clusters Score -224118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -224122.921875 Penalty: 2695.484863
	Iteration 19Q: 3 clusters Score -224122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -224126.406250 Penalty: 2695.484863
	Iteration 20F: 3 clusters Score -224126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -224130.890625 Penalty: 2695.484863
	Iteration 21Q: 3 clusters Score -224130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -224140.953125 Penalty: 2695.484863
	Iteration 22Q: 3 clusters Score -224141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -224145.359375 Penalty: 2695.484863
	Iteration 23Q: 3 clusters Score -224145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -224146.781250 Penalty: 2695.484863
	Iteration 24Q: 3 clusters Score -224146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -224147.406250 Penalty: 2695.484863
	Iteration 25Q: 3 clusters Score -224147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -224148.718750 Penalty: 2695.484863
	Iteration 26Q: 3 clusters Score -224148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224148.828125 Penalty: 2695.484863
	Iteration 27Q: 3 clusters Score -224148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -224148.828125 Penalty: 2695.484863
	Iteration 28F: 3 clusters Score -224148.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 1326 members 
Entering Unmasked Estep 
Score: -12708537.000000 Penalty: 84375.257812
Splitting cluster 18 changes total score from -12708631.000000 to -12708537.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -147773.390625 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -147773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -145276.156250 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -145276.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -145822.406250 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -145822.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -145968.421875 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -145968.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -146067.312500 Penalty: 2557.927979
	Iteration 3F: 3 clusters Score -146067.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -146143.765625 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -146143.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -146224.250000 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -146224.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -146293.953125 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -146294 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -146346.687500 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -146346.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -146389.843750 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -146389.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -146428.359375 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -146428.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -146471.718750 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -146471.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -146510.703125 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -146510.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -146556.062500 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -146556.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -146608.453125 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -146608.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146656.593750 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -146656.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -146689.656250 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -146689.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -146707.312500 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -146707.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -146730.015625 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -146730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -146756.453125 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -146756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -146774.703125 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -146774.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -146786.000000 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -146786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -146792.046875 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -146792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -146794.656250 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -146794.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -146797.640625 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -146797.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -146800.703125 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -146800.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -146803.828125 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -146803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -146805.796875 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -146805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -146807.578125 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -146807.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -146810.500000 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -146810.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -146813.390625 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -146813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -146814.421875 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -146814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -146815.515625 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -146815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -146816.078125 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -146816.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -146817.015625 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -146817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -146817.312500 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -146817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -146817.312500 Penalty: 2557.927979
	Iteration 35F: 3 clusters Score -146817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -73436.664062 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -73436.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71809.960938 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -71809.96 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -72070.570312 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -72070.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72131.093750 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -72131.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72166.679688 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -72166.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72197.546875 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -72197.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72229.929688 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -72229.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72256.429688 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -72256.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -72270.515625 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -72270.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72287.968750 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -72287.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72294.921875 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -72294.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72299.882812 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -72299.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -72303.195312 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -72303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72304.484375 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -72304.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72305.273438 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -72305.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72305.718750 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -72305.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -72307.093750 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -72307.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -72308.968750 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -72308.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72310.664062 Penalty: 2314.406982
	Iteration 17Q: 3 clusters Score -72310.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72311.570312 Penalty: 2314.406982
	Iteration 18Q: 3 clusters Score -72311.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -72312.015625 Penalty: 2314.406982
	Iteration 19Q: 3 clusters Score -72312.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -72312.015625 Penalty: 2314.406982
	Iteration 20F: 3 clusters Score -72312.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -69093.414062 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -69093.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -67497.320312 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -67497.32 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -67830.031250 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -67830.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -67897.609375 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -67897.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67937.625000 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -67937.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67963.625000 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -67963.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67978.867188 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -67978.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -67993.656250 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -67993.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67999.593750 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -67999.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68001.578125 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -68001.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68003.734375 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -68003.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68006.125000 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -68006.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68009.796875 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -68009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68012.117188 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -68012.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68012.531250 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -68012.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68012.531250 Penalty: 2302.917969
	Iteration 14F: 3 clusters Score -68012.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -148100.937500 Penalty: 1265.382080
	Iteration 0F: 2 clusters Score -148100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -145760.390625 Penalty: 2530.764160
	Iteration 0F: 3 clusters Score -145760.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -146288.406250 Penalty: 2530.764160
	Iteration 1F: 3 clusters Score -146288.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -146401.390625 Penalty: 2530.764160
	Iteration 2F: 3 clusters Score -146401.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -146481.406250 Penalty: 2530.764160
	Iteration 3Q: 3 clusters Score -146481.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -146538.500000 Penalty: 2530.764160
	Iteration 4Q: 3 clusters Score -146538.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -146579.781250 Penalty: 2530.764160
	Iteration 5Q: 3 clusters Score -146579.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -146617.843750 Penalty: 2530.764160
	Iteration 6Q: 3 clusters Score -146617.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -146655.796875 Penalty: 2530.764160
	Iteration 7Q: 3 clusters Score -146655.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -146687.546875 Penalty: 2530.764160
	Iteration 8Q: 3 clusters Score -146687.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -146714.984375 Penalty: 2530.764160
	Iteration 9Q: 3 clusters Score -146715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -146742.312500 Penalty: 2530.764160
	Iteration 10Q: 3 clusters Score -146742.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -146773.593750 Penalty: 2530.764160
	Iteration 11Q: 3 clusters Score -146773.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -146805.921875 Penalty: 2530.764160
	Iteration 12Q: 3 clusters Score -146805.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -146834.109375 Penalty: 2530.764160
	Iteration 13Q: 3 clusters Score -146834.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -146856.203125 Penalty: 2530.764160
	Iteration 14Q: 3 clusters Score -146856.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -146881.812500 Penalty: 2530.764160
	Iteration 15Q: 3 clusters Score -146881.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -146908.609375 Penalty: 2530.764160
	Iteration 16Q: 3 clusters Score -146908.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -146921.359375 Penalty: 2530.764160
	Iteration 17Q: 3 clusters Score -146921.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -146936.421875 Penalty: 2530.764160
	Iteration 18Q: 3 clusters Score -146936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -146951.750000 Penalty: 2530.764160
	Iteration 19Q: 3 clusters Score -146951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -146965.640625 Penalty: 2530.764160
	Iteration 20F: 3 clusters Score -146965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -146975.312500 Penalty: 2530.764160
	Iteration 21Q: 3 clusters Score -146975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -146983.421875 Penalty: 2530.764160
	Iteration 22Q: 3 clusters Score -146983.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -146994.234375 Penalty: 2530.764160
	Iteration 23Q: 3 clusters Score -146994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -147004.796875 Penalty: 2530.764160
	Iteration 24Q: 3 clusters Score -147004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -147015.015625 Penalty: 2530.764160
	Iteration 25Q: 3 clusters Score -147015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -147024.281250 Penalty: 2530.764160
	Iteration 26Q: 3 clusters Score -147024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -147029.031250 Penalty: 2530.764160
	Iteration 27Q: 3 clusters Score -147029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -147035.296875 Penalty: 2530.764160
	Iteration 28Q: 3 clusters Score -147035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -147041.656250 Penalty: 2530.764160
	Iteration 29Q: 3 clusters Score -147041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -147046.781250 Penalty: 2530.764160
	Iteration 30Q: 3 clusters Score -147046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -147050.218750 Penalty: 2530.764160
	Iteration 31Q: 3 clusters Score -147050.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -147050.218750 Penalty: 2530.764160
	Iteration 32F: 3 clusters Score -147050.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Entering Unmasked Estep 
Score: -355380.406250 Penalty: 1410.940063
	Iteration 0F: 2 clusters Score -355380.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -350797.562500 Penalty: 2821.880127
	Iteration 0F: 3 clusters Score -350797.6 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -352139.187500 Penalty: 2821.880127
	Iteration 1F: 3 clusters Score -352139.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -352350.218750 Penalty: 2821.880127
	Iteration 2F: 3 clusters Score -352350.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -352546.750000 Penalty: 2821.880127
	Iteration 3F: 3 clusters Score -352546.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -352709.687500 Penalty: 2821.880127
	Iteration 4F: 3 clusters Score -352709.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -352834.218750 Penalty: 2821.880127
	Iteration 5Q: 3 clusters Score -352834.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -352958.312500 Penalty: 2821.880127
	Iteration 6Q: 3 clusters Score -352958.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -353072.656250 Penalty: 2821.880127
	Iteration 7Q: 3 clusters Score -353072.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -353185.437500 Penalty: 2821.880127
	Iteration 8Q: 3 clusters Score -353185.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -353302.218750 Penalty: 2821.880127
	Iteration 9Q: 3 clusters Score -353302.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -353407.000000 Penalty: 2821.880127
	Iteration 10Q: 3 clusters Score -353407 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -353513.125000 Penalty: 2821.880127
	Iteration 11Q: 3 clusters Score -353513.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -353625.343750 Penalty: 2821.880127
	Iteration 12Q: 3 clusters Score -353625.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -353723.875000 Penalty: 2821.880127
	Iteration 13Q: 3 clusters Score -353723.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -353820.031250 Penalty: 2821.880127
	Iteration 14Q: 3 clusters Score -353820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -353892.250000 Penalty: 2821.880127
	Iteration 15Q: 3 clusters Score -353892.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -353945.718750 Penalty: 2821.880127
	Iteration 16Q: 3 clusters Score -353945.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -353986.031250 Penalty: 2821.880127
	Iteration 17Q: 3 clusters Score -353986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -354033.687500 Penalty: 2821.880127
	Iteration 18Q: 3 clusters Score -354033.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -354073.500000 Penalty: 2821.880127
	Iteration 19Q: 3 clusters Score -354073.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -354095.718750 Penalty: 2821.880127
	Iteration 20F: 3 clusters Score -354095.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -354107.656250 Penalty: 2821.880127
	Iteration 21Q: 3 clusters Score -354107.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -354116.250000 Penalty: 2821.880127
	Iteration 22Q: 3 clusters Score -354116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -354122.937500 Penalty: 2821.880127
	Iteration 23Q: 3 clusters Score -354122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -354133.437500 Penalty: 2821.880127
	Iteration 24Q: 3 clusters Score -354133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -354139.437500 Penalty: 2821.880127
	Iteration 25Q: 3 clusters Score -354139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -354144.156250 Penalty: 2821.880127
	Iteration 26Q: 3 clusters Score -354144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -354147.750000 Penalty: 2821.880127
	Iteration 27Q: 3 clusters Score -354147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -354152.156250 Penalty: 2821.880127
	Iteration 28Q: 3 clusters Score -354152.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -354158.187500 Penalty: 2821.880127
	Iteration 29Q: 3 clusters Score -354158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -354159.750000 Penalty: 2821.880127
	Iteration 30Q: 3 clusters Score -354159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -354159.750000 Penalty: 2821.880127
	Iteration 31F: 3 clusters Score -354159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -226684.046875 Penalty: 1375.879761
	Iteration 0F: 2 clusters Score -226684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -222916.937500 Penalty: 2751.759521
	Iteration 0F: 3 clusters Score -222916.9 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -224013.343750 Penalty: 2751.759521
	Iteration 1F: 3 clusters Score -224013.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -224318.937500 Penalty: 2751.759521
	Iteration 2F: 3 clusters Score -224318.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -224589.734375 Penalty: 2751.759521
	Iteration 3F: 3 clusters Score -224589.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -224811.453125 Penalty: 2751.759521
	Iteration 4F: 3 clusters Score -224811.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -224995.437500 Penalty: 2751.759521
	Iteration 5F: 3 clusters Score -224995.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -225134.453125 Penalty: 2751.759521
	Iteration 6Q: 3 clusters Score -225134.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -225255.703125 Penalty: 2751.759521
	Iteration 7Q: 3 clusters Score -225255.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -225354.406250 Penalty: 2751.759521
	Iteration 8Q: 3 clusters Score -225354.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -225436.546875 Penalty: 2751.759521
	Iteration 9Q: 3 clusters Score -225436.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -225506.453125 Penalty: 2751.759521
	Iteration 10Q: 3 clusters Score -225506.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -225563.640625 Penalty: 2751.759521
	Iteration 11Q: 3 clusters Score -225563.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -225617.437500 Penalty: 2751.759521
	Iteration 12Q: 3 clusters Score -225617.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -225657.812500 Penalty: 2751.759521
	Iteration 13Q: 3 clusters Score -225657.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -225692.625000 Penalty: 2751.759521
	Iteration 14Q: 3 clusters Score -225692.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -225725.843750 Penalty: 2751.759521
	Iteration 15Q: 3 clusters Score -225725.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -225752.968750 Penalty: 2751.759521
	Iteration 16Q: 3 clusters Score -225753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -225776.328125 Penalty: 2751.759521
	Iteration 17Q: 3 clusters Score -225776.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -225805.734375 Penalty: 2751.759521
	Iteration 18Q: 3 clusters Score -225805.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -225839.031250 Penalty: 2751.759521
	Iteration 19Q: 3 clusters Score -225839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -225871.765625 Penalty: 2751.759521
	Iteration 20F: 3 clusters Score -225871.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -225900.484375 Penalty: 2751.759521
	Iteration 21Q: 3 clusters Score -225900.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -225927.125000 Penalty: 2751.759521
	Iteration 22Q: 3 clusters Score -225927.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -225944.937500 Penalty: 2751.759521
	Iteration 23Q: 3 clusters Score -225944.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -225956.812500 Penalty: 2751.759521
	Iteration 24Q: 3 clusters Score -225956.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -225968.453125 Penalty: 2751.759521
	Iteration 25Q: 3 clusters Score -225968.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -225980.875000 Penalty: 2751.759521
	Iteration 26Q: 3 clusters Score -225980.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -226001.125000 Penalty: 2751.759521
	Iteration 27Q: 3 clusters Score -226001.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -226020.359375 Penalty: 2751.759521
	Iteration 28Q: 3 clusters Score -226020.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -226037.109375 Penalty: 2751.759521
	Iteration 29Q: 3 clusters Score -226037.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -226048.000000 Penalty: 2751.759521
	Iteration 30Q: 3 clusters Score -226048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -226055.359375 Penalty: 2751.759521
	Iteration 31Q: 3 clusters Score -226055.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -226057.812500 Penalty: 2751.759521
	Iteration 32Q: 3 clusters Score -226057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -226062.218750 Penalty: 2751.759521
	Iteration 33Q: 3 clusters Score -226062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -226066.375000 Penalty: 2751.759521
	Iteration 34Q: 3 clusters Score -226066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -226068.093750 Penalty: 2751.759521
	Iteration 35Q: 3 clusters Score -226068.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -226068.093750 Penalty: 2751.759521
	Iteration 36F: 3 clusters Score -226068.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Entering Unmasked Estep 
Score: -218984.890625 Penalty: 1338.332153
	Iteration 0F: 2 clusters Score -218984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -215754.296875 Penalty: 2676.664307
	Iteration 0F: 3 clusters Score -215754.3 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -216583.000000 Penalty: 2676.664307
	Iteration 1F: 3 clusters Score -216583 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -216732.750000 Penalty: 2676.664307
	Iteration 2F: 3 clusters Score -216732.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -216819.375000 Penalty: 2676.664307
	Iteration 3Q: 3 clusters Score -216819.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -216888.250000 Penalty: 2676.664307
	Iteration 4Q: 3 clusters Score -216888.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -216938.687500 Penalty: 2676.664307
	Iteration 5Q: 3 clusters Score -216938.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -216985.031250 Penalty: 2676.664307
	Iteration 6Q: 3 clusters Score -216985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -217041.984375 Penalty: 2676.664307
	Iteration 7Q: 3 clusters Score -217042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -217129.593750 Penalty: 2676.664307
	Iteration 8Q: 3 clusters Score -217129.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -217246.343750 Penalty: 2676.664307
	Iteration 9Q: 3 clusters Score -217246.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -217373.500000 Penalty: 2676.664307
	Iteration 10Q: 3 clusters Score -217373.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -217521.015625 Penalty: 2676.664307
	Iteration 11Q: 3 clusters Score -217521 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -217713.328125 Penalty: 2676.664307
	Iteration 12Q: 3 clusters Score -217713.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -217916.125000 Penalty: 2676.664307
	Iteration 13Q: 3 clusters Score -217916.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -218108.281250 Penalty: 2676.664307
	Iteration 14Q: 3 clusters Score -218108.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -218228.625000 Penalty: 2676.664307
	Iteration 15Q: 3 clusters Score -218228.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -218299.140625 Penalty: 2676.664307
	Iteration 16Q: 3 clusters Score -218299.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -218366.156250 Penalty: 2676.664307
	Iteration 17Q: 3 clusters Score -218366.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -218425.656250 Penalty: 2676.664307
	Iteration 18Q: 3 clusters Score -218425.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -218485.812500 Penalty: 2676.664307
	Iteration 19Q: 3 clusters Score -218485.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -218563.109375 Penalty: 2676.664307
	Iteration 20F: 3 clusters Score -218563.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -218670.578125 Penalty: 2676.664307
	Iteration 21Q: 3 clusters Score -218670.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -218799.828125 Penalty: 2676.664307
	Iteration 22Q: 3 clusters Score -218799.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -218916.031250 Penalty: 2676.664307
	Iteration 23Q: 3 clusters Score -218916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -219004.515625 Penalty: 2676.664307
	Iteration 24Q: 3 clusters Score -219004.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -219069.375000 Penalty: 2676.664307
	Iteration 25Q: 3 clusters Score -219069.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -219110.218750 Penalty: 2676.664307
	Iteration 26Q: 3 clusters Score -219110.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -219129.937500 Penalty: 2676.664307
	Iteration 27Q: 3 clusters Score -219129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -219137.953125 Penalty: 2676.664307
	Iteration 28Q: 3 clusters Score -219138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -219147.625000 Penalty: 2676.664307
	Iteration 29Q: 3 clusters Score -219147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -219155.687500 Penalty: 2676.664307
	Iteration 30Q: 3 clusters Score -219155.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219161.062500 Penalty: 2676.664307
	Iteration 31Q: 3 clusters Score -219161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -219161.750000 Penalty: 2676.664307
	Iteration 32Q: 3 clusters Score -219161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -219163.093750 Penalty: 2676.664307
	Iteration 33Q: 3 clusters Score -219163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219164.843750 Penalty: 2676.664307
	Iteration 34Q: 3 clusters Score -219164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -219165.312500 Penalty: 2676.664307
	Iteration 35Q: 3 clusters Score -219165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -219166.421875 Penalty: 2676.664307
	Iteration 36Q: 3 clusters Score -219166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -219167.671875 Penalty: 2676.664307
	Iteration 37Q: 3 clusters Score -219167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219168.203125 Penalty: 2676.664307
	Iteration 38Q: 3 clusters Score -219168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219168.203125 Penalty: 2676.664307
	Iteration 39F: 3 clusters Score -219168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 2783 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 991 members 
Entering Unmasked Estep 
Score: -12708153.000000 Penalty: 84375.257812
Splitting cluster 25 changes total score from -12708631.000000 to -12708153.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -32958.308594 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -32958.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31838.761719 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -31838.76 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32011.216797 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -32011.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32078.595703 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -32078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32107.437500 Penalty: 2074.090088
	Iteration 3Q: 3 clusters Score -32107.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32122.591797 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -32122.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32130.296875 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -32130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32138.039062 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -32138.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32143.796875 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -32143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32148.681641 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -32148.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32151.312500 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -32151.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32163.634766 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -32163.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32165.576172 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -32165.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32168.298828 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -32168.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32169.343750 Penalty: 2074.090088
	Iteration 13Q: 3 clusters Score -32169.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32169.605469 Penalty: 2074.090088
	Iteration 14Q: 3 clusters Score -32169.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32169.605469 Penalty: 2074.090088
	Iteration 15F: 3 clusters Score -32169.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Entering Unmasked Estep 
Score: -1356893.125000 Penalty: 1633.777832
	Iteration 0F: 2 clusters Score -1356893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1341175.000000 Penalty: 3267.555664
	Iteration 0F: 3 clusters Score -1341175 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1346839.875000 Penalty: 3267.555664
	Iteration 1F: 3 clusters Score -1346840 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1347299.000000 Penalty: 3267.555664
	Iteration 2F: 3 clusters Score -1347299 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1347826.250000 Penalty: 3267.555664
	Iteration 3F: 3 clusters Score -1347826 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1348591.375000 Penalty: 3267.555664
	Iteration 4F: 3 clusters Score -1348591 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1349661.125000 Penalty: 3267.555664
	Iteration 5F: 3 clusters Score -1349661 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1350913.250000 Penalty: 3267.555664
	Iteration 6F: 3 clusters Score -1350913 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1352013.750000 Penalty: 3267.555664
	Iteration 7F: 3 clusters Score -1352014 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1352840.875000 Penalty: 3267.555664
	Iteration 8F: 3 clusters Score -1352841 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1353425.500000 Penalty: 3267.555664
	Iteration 9Q: 3 clusters Score -1353426 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1353823.625000 Penalty: 3267.555664
	Iteration 10Q: 3 clusters Score -1353824 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -1354121.250000 Penalty: 3267.555664
	Iteration 11Q: 3 clusters Score -1354121 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1354353.000000 Penalty: 3267.555664
	Iteration 12Q: 3 clusters Score -1354353 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -1354576.875000 Penalty: 3267.555664
	Iteration 13Q: 3 clusters Score -1354577 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -1354765.375000 Penalty: 3267.555664
	Iteration 14Q: 3 clusters Score -1354765 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -1354967.875000 Penalty: 3267.555664
	Iteration 15Q: 3 clusters Score -1354968 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -1355160.750000 Penalty: 3267.555664
	Iteration 16Q: 3 clusters Score -1355161 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1355341.500000 Penalty: 3267.555664
	Iteration 17Q: 3 clusters Score -1355342 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -1355542.250000 Penalty: 3267.555664
	Iteration 18Q: 3 clusters Score -1355542 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -1355749.375000 Penalty: 3267.555664
	Iteration 19Q: 3 clusters Score -1355749 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -1355886.125000 Penalty: 3267.555664
	Iteration 20F: 3 clusters Score -1355886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1355997.250000 Penalty: 3267.555664
	Iteration 21Q: 3 clusters Score -1355997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -1356055.875000 Penalty: 3267.555664
	Iteration 22Q: 3 clusters Score -1356056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -1356105.625000 Penalty: 3267.555664
	Iteration 23Q: 3 clusters Score -1356106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -1356123.375000 Penalty: 3267.555664
	Iteration 24Q: 3 clusters Score -1356123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -1356136.500000 Penalty: 3267.555664
	Iteration 25Q: 3 clusters Score -1356136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -1356141.375000 Penalty: 3267.555664
	Iteration 26Q: 3 clusters Score -1356141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -1356153.625000 Penalty: 3267.555664
	Iteration 27Q: 3 clusters Score -1356154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -1356158.875000 Penalty: 3267.555664
	Iteration 28Q: 3 clusters Score -1356159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -1356167.125000 Penalty: 3267.555664
	Iteration 29Q: 3 clusters Score -1356167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1356168.000000 Penalty: 3267.555664
	Iteration 30Q: 3 clusters Score -1356168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1356168.500000 Penalty: 3267.555664
	Iteration 31Q: 3 clusters Score -1356168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -1356170.500000 Penalty: 3267.555664
	Iteration 32Q: 3 clusters Score -1356170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -1356170.625000 Penalty: 3267.555664
	Iteration 33Q: 3 clusters Score -1356171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1356168.875000 Penalty: 3267.555664
	Iteration 34Q: 3 clusters Score -1356169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -1356170.375000 Penalty: 3267.555664
	Iteration 35Q: 3 clusters Score -1356170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -1356170.000000 Penalty: 3267.555664
	Iteration 36Q: 3 clusters Score -1356170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1356170.375000 Penalty: 3267.555664
	Iteration 37Q: 3 clusters Score -1356170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -1356171.750000 Penalty: 3267.555664
	Iteration 38Q: 3 clusters Score -1356172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -1356169.250000 Penalty: 3267.555664
	Iteration 39Q: 3 clusters Score -1356169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -1356172.625000 Penalty: 3267.555664
	Iteration 40F: 3 clusters Score -1356173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1356175.625000 Penalty: 3267.555664
	Iteration 41Q: 3 clusters Score -1356176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -1356176.375000 Penalty: 3267.555664
	Iteration 42Q: 3 clusters Score -1356176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1356177.375000 Penalty: 3267.555664
	Iteration 43Q: 3 clusters Score -1356177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -1356179.375000 Penalty: 3267.555664
	Iteration 44Q: 3 clusters Score -1356179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -1356181.125000 Penalty: 3267.555664
	Iteration 45Q: 3 clusters Score -1356181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -1356183.500000 Penalty: 3267.555664
	Iteration 46Q: 3 clusters Score -1356184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1356182.375000 Penalty: 3267.555664
	Iteration 47Q: 3 clusters Score -1356182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1356182.875000 Penalty: 3267.555664
	Iteration 48Q: 3 clusters Score -1356183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1356182.875000 Penalty: 3267.555664
	Iteration 49F: 3 clusters Score -1356183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Entering Unmasked Estep 
Score: -1501979.625000 Penalty: 1647.007690
	Iteration 0F: 2 clusters Score -1501980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1485070.125000 Penalty: 3294.015381
	Iteration 0F: 3 clusters Score -1485070 nChanged 11457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1491445.375000 Penalty: 3294.015381
	Iteration 1F: 3 clusters Score -1491445 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1491864.625000 Penalty: 3294.015381
	Iteration 2Q: 3 clusters Score -1491865 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1492333.000000 Penalty: 3294.015381
	Iteration 3Q: 3 clusters Score -1492333 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1492965.375000 Penalty: 3294.015381
	Iteration 4F: 3 clusters Score -1492965 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1493842.000000 Penalty: 3294.015381
	Iteration 5F: 3 clusters Score -1493842 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1494962.375000 Penalty: 3294.015381
	Iteration 6F: 3 clusters Score -1494962 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1496218.375000 Penalty: 3294.015381
	Iteration 7F: 3 clusters Score -1496218 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1497491.125000 Penalty: 3294.015381
	Iteration 8F: 3 clusters Score -1497491 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1498528.375000 Penalty: 3294.015381
	Iteration 9F: 3 clusters Score -1498528 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1499298.250000 Penalty: 3294.015381
	Iteration 10Q: 3 clusters Score -1499298 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1499800.375000 Penalty: 3294.015381
	Iteration 11Q: 3 clusters Score -1499800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1500132.125000 Penalty: 3294.015381
	Iteration 12Q: 3 clusters Score -1500132 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1500311.375000 Penalty: 3294.015381
	Iteration 13Q: 3 clusters Score -1500311 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1500422.875000 Penalty: 3294.015381
	Iteration 14Q: 3 clusters Score -1500423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1500482.625000 Penalty: 3294.015381
	Iteration 15Q: 3 clusters Score -1500483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1500528.125000 Penalty: 3294.015381
	Iteration 16Q: 3 clusters Score -1500528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1500554.875000 Penalty: 3294.015381
	Iteration 17Q: 3 clusters Score -1500555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1500569.500000 Penalty: 3294.015381
	Iteration 18Q: 3 clusters Score -1500570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1500580.875000 Penalty: 3294.015381
	Iteration 19Q: 3 clusters Score -1500581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1500592.000000 Penalty: 3294.015381
	Iteration 20F: 3 clusters Score -1500592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1500597.875000 Penalty: 3294.015381
	Iteration 21Q: 3 clusters Score -1500598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1500599.750000 Penalty: 3294.015381
	Iteration 22Q: 3 clusters Score -1500600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1500603.875000 Penalty: 3294.015381
	Iteration 23Q: 3 clusters Score -1500604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1500609.750000 Penalty: 3294.015381
	Iteration 24Q: 3 clusters Score -1500610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1500622.500000 Penalty: 3294.015381
	Iteration 25Q: 3 clusters Score -1500622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1500627.875000 Penalty: 3294.015381
	Iteration 26Q: 3 clusters Score -1500628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1500628.500000 Penalty: 3294.015381
	Iteration 27Q: 3 clusters Score -1500628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1500630.625000 Penalty: 3294.015381
	Iteration 28Q: 3 clusters Score -1500631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1500631.750000 Penalty: 3294.015381
	Iteration 29Q: 3 clusters Score -1500632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1500634.250000 Penalty: 3294.015381
	Iteration 30Q: 3 clusters Score -1500634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1500637.250000 Penalty: 3294.015381
	Iteration 31Q: 3 clusters Score -1500637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1500638.500000 Penalty: 3294.015381
	Iteration 32Q: 3 clusters Score -1500638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1500638.750000 Penalty: 3294.015381
	Iteration 33Q: 3 clusters Score -1500639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1500638.750000 Penalty: 3294.015381
	Iteration 34F: 3 clusters Score -1500639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -96870.007812 Penalty: 1213.818848
	Iteration 0F: 2 clusters Score -96870.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -94908.195312 Penalty: 2427.637695
	Iteration 0F: 3 clusters Score -94908.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -95333.640625 Penalty: 2427.637695
	Iteration 1F: 3 clusters Score -95333.64 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -95429.187500 Penalty: 2427.637695
	Iteration 2F: 3 clusters Score -95429.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -95487.210938 Penalty: 2427.637695
	Iteration 3Q: 3 clusters Score -95487.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -95528.945312 Penalty: 2427.637695
	Iteration 4Q: 3 clusters Score -95528.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -95560.898438 Penalty: 2427.637695
	Iteration 5Q: 3 clusters Score -95560.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -95574.437500 Penalty: 2427.637695
	Iteration 6Q: 3 clusters Score -95574.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -95583.250000 Penalty: 2427.637695
	Iteration 7Q: 3 clusters Score -95583.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -95590.742188 Penalty: 2427.637695
	Iteration 8Q: 3 clusters Score -95590.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95594.179688 Penalty: 2427.637695
	Iteration 9Q: 3 clusters Score -95594.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -95598.226562 Penalty: 2427.637695
	Iteration 10Q: 3 clusters Score -95598.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -95600.109375 Penalty: 2427.637695
	Iteration 11Q: 3 clusters Score -95600.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95601.820312 Penalty: 2427.637695
	Iteration 12Q: 3 clusters Score -95601.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -95606.312500 Penalty: 2427.637695
	Iteration 13Q: 3 clusters Score -95606.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -95613.367188 Penalty: 2427.637695
	Iteration 14Q: 3 clusters Score -95613.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -95619.117188 Penalty: 2427.637695
	Iteration 15Q: 3 clusters Score -95619.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -95622.554688 Penalty: 2427.637695
	Iteration 16Q: 3 clusters Score -95622.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -95624.750000 Penalty: 2427.637695
	Iteration 17Q: 3 clusters Score -95624.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -95631.429688 Penalty: 2427.637695
	Iteration 18Q: 3 clusters Score -95631.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -95635.765625 Penalty: 2427.637695
	Iteration 19Q: 3 clusters Score -95635.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -95641.546875 Penalty: 2427.637695
	Iteration 20F: 3 clusters Score -95641.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -95644.195312 Penalty: 2427.637695
	Iteration 21Q: 3 clusters Score -95644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -95647.054688 Penalty: 2427.637695
	Iteration 22Q: 3 clusters Score -95647.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -95649.523438 Penalty: 2427.637695
	Iteration 23Q: 3 clusters Score -95649.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -95652.390625 Penalty: 2427.637695
	Iteration 24Q: 3 clusters Score -95652.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -95653.320312 Penalty: 2427.637695
	Iteration 25Q: 3 clusters Score -95653.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -95653.320312 Penalty: 2427.637695
	Iteration 26F: 3 clusters Score -95653.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -127014.085938 Penalty: 1259.124756
	Iteration 0F: 2 clusters Score -127014.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -124676.414062 Penalty: 2518.249512
	Iteration 0F: 3 clusters Score -124676.4 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -125201.273438 Penalty: 2518.249512
	Iteration 1F: 3 clusters Score -125201.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -125325.546875 Penalty: 2518.249512
	Iteration 2F: 3 clusters Score -125325.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -125404.101562 Penalty: 2518.249512
	Iteration 3Q: 3 clusters Score -125404.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -125462.953125 Penalty: 2518.249512
	Iteration 4Q: 3 clusters Score -125463 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -125514.375000 Penalty: 2518.249512
	Iteration 5Q: 3 clusters Score -125514.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -125568.203125 Penalty: 2518.249512
	Iteration 6Q: 3 clusters Score -125568.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -125648.976562 Penalty: 2518.249512
	Iteration 7Q: 3 clusters Score -125649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -125753.179688 Penalty: 2518.249512
	Iteration 8Q: 3 clusters Score -125753.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -125853.859375 Penalty: 2518.249512
	Iteration 9Q: 3 clusters Score -125853.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -125960.882812 Penalty: 2518.249512
	Iteration 10Q: 3 clusters Score -125960.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -126050.523438 Penalty: 2518.249512
	Iteration 11Q: 3 clusters Score -126050.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -126121.507812 Penalty: 2518.249512
	Iteration 12Q: 3 clusters Score -126121.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -126222.312500 Penalty: 2518.249512
	Iteration 13Q: 3 clusters Score -126222.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -126358.750000 Penalty: 2518.249512
	Iteration 14Q: 3 clusters Score -126358.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -126585.250000 Penalty: 2518.249512
	Iteration 15Q: 3 clusters Score -126585.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -126866.671875 Penalty: 2518.249512
	Iteration 16Q: 3 clusters Score -126866.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -126916.273438 Penalty: 2518.249512
	Iteration 17Q: 3 clusters Score -126916.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -126936.523438 Penalty: 2518.249512
	Iteration 18Q: 3 clusters Score -126936.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -126950.695312 Penalty: 2518.249512
	Iteration 19Q: 3 clusters Score -126950.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -126963.437500 Penalty: 2518.249512
	Iteration 20F: 3 clusters Score -126963.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -126972.914062 Penalty: 2518.249512
	Iteration 21Q: 3 clusters Score -126972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -126977.492188 Penalty: 2518.249512
	Iteration 22Q: 3 clusters Score -126977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -126977.750000 Penalty: 2518.249512
	Iteration 23Q: 3 clusters Score -126977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -126977.750000 Penalty: 2518.249512
	Iteration 24F: 3 clusters Score -126977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -181741.031250 Penalty: 1339.704346
	Iteration 0F: 2 clusters Score -181741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -178542.093750 Penalty: 2679.408691
	Iteration 0F: 3 clusters Score -178542.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -179427.984375 Penalty: 2679.408691
	Iteration 1F: 3 clusters Score -179428 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -179656.765625 Penalty: 2679.408691
	Iteration 2F: 3 clusters Score -179656.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -179870.125000 Penalty: 2679.408691
	Iteration 3F: 3 clusters Score -179870.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -180075.937500 Penalty: 2679.408691
	Iteration 4F: 3 clusters Score -180075.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -180277.671875 Penalty: 2679.408691
	Iteration 5F: 3 clusters Score -180277.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -180427.125000 Penalty: 2679.408691
	Iteration 6F: 3 clusters Score -180427.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -180519.328125 Penalty: 2679.408691
	Iteration 7Q: 3 clusters Score -180519.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -180599.531250 Penalty: 2679.408691
	Iteration 8Q: 3 clusters Score -180599.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -180664.359375 Penalty: 2679.408691
	Iteration 9Q: 3 clusters Score -180664.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -180703.015625 Penalty: 2679.408691
	Iteration 10Q: 3 clusters Score -180703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -180722.484375 Penalty: 2679.408691
	Iteration 11Q: 3 clusters Score -180722.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -180731.875000 Penalty: 2679.408691
	Iteration 12Q: 3 clusters Score -180731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -180738.328125 Penalty: 2679.408691
	Iteration 13Q: 3 clusters Score -180738.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -180743.671875 Penalty: 2679.408691
	Iteration 14Q: 3 clusters Score -180743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -180745.500000 Penalty: 2679.408691
	Iteration 15Q: 3 clusters Score -180745.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -180747.718750 Penalty: 2679.408691
	Iteration 16Q: 3 clusters Score -180747.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -180750.796875 Penalty: 2679.408691
	Iteration 17Q: 3 clusters Score -180750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -180752.109375 Penalty: 2679.408691
	Iteration 18Q: 3 clusters Score -180752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -180753.031250 Penalty: 2679.408691
	Iteration 19Q: 3 clusters Score -180753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -180753.421875 Penalty: 2679.408691
	Iteration 20F: 3 clusters Score -180753.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -180753.453125 Penalty: 2679.408691
	Iteration 21Q: 3 clusters Score -180753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -180754.250000 Penalty: 2679.408691
	Iteration 22Q: 3 clusters Score -180754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -180754.781250 Penalty: 2679.408691
	Iteration 23Q: 3 clusters Score -180754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -180755.921875 Penalty: 2679.408691
	Iteration 24Q: 3 clusters Score -180755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -180755.718750 Penalty: 2679.408691
	Iteration 25Q: 3 clusters Score -180755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -180756.406250 Penalty: 2679.408691
	Iteration 26Q: 3 clusters Score -180756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -180756.812500 Penalty: 2679.408691
	Iteration 27Q: 3 clusters Score -180756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -180757.703125 Penalty: 2679.408691
	Iteration 28Q: 3 clusters Score -180757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -180757.859375 Penalty: 2679.408691
	Iteration 29Q: 3 clusters Score -180757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -180757.671875 Penalty: 2679.408691
	Iteration 30Q: 3 clusters Score -180757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -180757.671875 Penalty: 2679.408691
	Iteration 31F: 3 clusters Score -180757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -110724.851562 Penalty: 1264.706177
	Iteration 0F: 2 clusters Score -110724.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -108389.445312 Penalty: 2529.412354
	Iteration 0F: 3 clusters Score -108389.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -109125.156250 Penalty: 2529.412354
	Iteration 1F: 3 clusters Score -109125.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -109418.843750 Penalty: 2529.412354
	Iteration 2F: 3 clusters Score -109418.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -109583.484375 Penalty: 2529.412354
	Iteration 3F: 3 clusters Score -109583.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -109687.390625 Penalty: 2529.412354
	Iteration 4F: 3 clusters Score -109687.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -109752.593750 Penalty: 2529.412354
	Iteration 5Q: 3 clusters Score -109752.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -109805.164062 Penalty: 2529.412354
	Iteration 6Q: 3 clusters Score -109805.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -109841.453125 Penalty: 2529.412354
	Iteration 7Q: 3 clusters Score -109841.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -109857.242188 Penalty: 2529.412354
	Iteration 8Q: 3 clusters Score -109857.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -109875.000000 Penalty: 2529.412354
	Iteration 9Q: 3 clusters Score -109875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -109885.093750 Penalty: 2529.412354
	Iteration 10Q: 3 clusters Score -109885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -109890.414062 Penalty: 2529.412354
	Iteration 11Q: 3 clusters Score -109890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -109894.257812 Penalty: 2529.412354
	Iteration 12Q: 3 clusters Score -109894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -109895.656250 Penalty: 2529.412354
	Iteration 13Q: 3 clusters Score -109895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -109896.796875 Penalty: 2529.412354
	Iteration 14Q: 3 clusters Score -109896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109897.343750 Penalty: 2529.412354
	Iteration 15Q: 3 clusters Score -109897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -109897.304688 Penalty: 2529.412354
	Iteration 16Q: 3 clusters Score -109897.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -109897.304688 Penalty: 2529.412354
	Iteration 17F: 3 clusters Score -109897.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -429849.156250 Penalty: 1448.079834
	Iteration 0F: 2 clusters Score -429849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -424289.718750 Penalty: 2896.159668
	Iteration 0F: 3 clusters Score -424289.7 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -426121.531250 Penalty: 2896.159668
	Iteration 1F: 3 clusters Score -426121.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -426586.250000 Penalty: 2896.159668
	Iteration 2F: 3 clusters Score -426586.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -427116.062500 Penalty: 2896.159668
	Iteration 3F: 3 clusters Score -427116.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -427730.687500 Penalty: 2896.159668
	Iteration 4F: 3 clusters Score -427730.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -428217.031250 Penalty: 2896.159668
	Iteration 5F: 3 clusters Score -428217 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -428526.437500 Penalty: 2896.159668
	Iteration 6F: 3 clusters Score -428526.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -428738.656250 Penalty: 2896.159668
	Iteration 7Q: 3 clusters Score -428738.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -428897.250000 Penalty: 2896.159668
	Iteration 8Q: 3 clusters Score -428897.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -429003.812500 Penalty: 2896.159668
	Iteration 9Q: 3 clusters Score -429003.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -429070.812500 Penalty: 2896.159668
	Iteration 10Q: 3 clusters Score -429070.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -429110.250000 Penalty: 2896.159668
	Iteration 11Q: 3 clusters Score -429110.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -429133.218750 Penalty: 2896.159668
	Iteration 12Q: 3 clusters Score -429133.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -429141.718750 Penalty: 2896.159668
	Iteration 13Q: 3 clusters Score -429141.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -429147.437500 Penalty: 2896.159668
	Iteration 14Q: 3 clusters Score -429147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -429152.625000 Penalty: 2896.159668
	Iteration 15Q: 3 clusters Score -429152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -429154.875000 Penalty: 2896.159668
	Iteration 16Q: 3 clusters Score -429154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -429155.750000 Penalty: 2896.159668
	Iteration 17Q: 3 clusters Score -429155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -429156.218750 Penalty: 2896.159668
	Iteration 18Q: 3 clusters Score -429156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -429158.906250 Penalty: 2896.159668
	Iteration 19Q: 3 clusters Score -429158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -429161.437500 Penalty: 2896.159668
	Iteration 20F: 3 clusters Score -429161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -429162.281250 Penalty: 2896.159668
	Iteration 21Q: 3 clusters Score -429162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -429162.000000 Penalty: 2896.159668
	Iteration 22Q: 3 clusters Score -429162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -429163.781250 Penalty: 2896.159668
	Iteration 23Q: 3 clusters Score -429163.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -429166.093750 Penalty: 2896.159668
	Iteration 24Q: 3 clusters Score -429166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -429166.593750 Penalty: 2896.159668
	Iteration 25Q: 3 clusters Score -429166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -429169.218750 Penalty: 2896.159668
	Iteration 26Q: 3 clusters Score -429169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -429169.562500 Penalty: 2896.159668
	Iteration 27Q: 3 clusters Score -429169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -429169.156250 Penalty: 2896.159668
	Iteration 28Q: 3 clusters Score -429169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -429170.687500 Penalty: 2896.159668
	Iteration 29Q: 3 clusters Score -429170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -429171.343750 Penalty: 2896.159668
	Iteration 30Q: 3 clusters Score -429171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -429171.812500 Penalty: 2896.159668
	Iteration 31Q: 3 clusters Score -429171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -429170.250000 Penalty: 2896.159668
	Iteration 32Q: 3 clusters Score -429170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -429170.406250 Penalty: 2896.159668
	Iteration 33Q: 3 clusters Score -429170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -429170.625000 Penalty: 2896.159668
	Iteration 34Q: 3 clusters Score -429170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -429170.625000 Penalty: 2896.159668
	Iteration 35F: 3 clusters Score -429170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -134104.828125 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -134104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -131834.796875 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -131834.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -132430.781250 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -132430.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -132628.140625 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -132628.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -132792.562500 Penalty: 2521.597168
	Iteration 3F: 3 clusters Score -132792.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132933.187500 Penalty: 2521.597168
	Iteration 4F: 3 clusters Score -132933.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133032.125000 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -133032.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -133102.593750 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -133102.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -133141.296875 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -133141.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -133167.390625 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -133167.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -133192.953125 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -133193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133206.343750 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -133206.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133220.156250 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -133220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133235.890625 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -133235.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133249.156250 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -133249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133262.484375 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -133262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133271.937500 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -133271.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133285.250000 Penalty: 2521.597168
	Iteration 16Q: 3 clusters Score -133285.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133306.062500 Penalty: 2521.597168
	Iteration 17Q: 3 clusters Score -133306.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133325.406250 Penalty: 2521.597168
	Iteration 18Q: 3 clusters Score -133325.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133337.203125 Penalty: 2521.597168
	Iteration 19Q: 3 clusters Score -133337.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133345.937500 Penalty: 2521.597168
	Iteration 20F: 3 clusters Score -133345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133350.953125 Penalty: 2521.597168
	Iteration 21Q: 3 clusters Score -133351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133352.500000 Penalty: 2521.597168
	Iteration 22Q: 3 clusters Score -133352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133353.187500 Penalty: 2521.597168
	Iteration 23Q: 3 clusters Score -133353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133354.000000 Penalty: 2521.597168
	Iteration 24Q: 3 clusters Score -133354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133354.890625 Penalty: 2521.597168
	Iteration 25Q: 3 clusters Score -133354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -133356.234375 Penalty: 2521.597168
	Iteration 26Q: 3 clusters Score -133356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133356.531250 Penalty: 2521.597168
	Iteration 27Q: 3 clusters Score -133356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -133356.531250 Penalty: 2521.597168
	Iteration 28F: 3 clusters Score -133356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Entering Unmasked Estep 
Score: -914372.125000 Penalty: 1567.581909
	Iteration 0F: 2 clusters Score -914372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -903692.250000 Penalty: 3135.163818
	Iteration 0F: 3 clusters Score -903692.2 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -907503.187500 Penalty: 3135.163818
	Iteration 1F: 3 clusters Score -907503.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -907852.250000 Penalty: 3135.163818
	Iteration 2F: 3 clusters Score -907852.2 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -908197.562500 Penalty: 3135.163818
	Iteration 3F: 3 clusters Score -908197.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -908552.312500 Penalty: 3135.163818
	Iteration 4Q: 3 clusters Score -908552.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -909027.000000 Penalty: 3135.163818
	Iteration 5Q: 3 clusters Score -909027 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -909704.625000 Penalty: 3135.163818
	Iteration 6F: 3 clusters Score -909704.6 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -910569.812500 Penalty: 3135.163818
	Iteration 7F: 3 clusters Score -910569.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -911382.375000 Penalty: 3135.163818
	Iteration 8F: 3 clusters Score -911382.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -912027.000000 Penalty: 3135.163818
	Iteration 9Q: 3 clusters Score -912027 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -912484.500000 Penalty: 3135.163818
	Iteration 10Q: 3 clusters Score -912484.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -912716.500000 Penalty: 3135.163818
	Iteration 11Q: 3 clusters Score -912716.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -912826.750000 Penalty: 3135.163818
	Iteration 12Q: 3 clusters Score -912826.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -912897.375000 Penalty: 3135.163818
	Iteration 13Q: 3 clusters Score -912897.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -912935.125000 Penalty: 3135.163818
	Iteration 14Q: 3 clusters Score -912935.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -912966.187500 Penalty: 3135.163818
	Iteration 15Q: 3 clusters Score -912966.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -912991.750000 Penalty: 3135.163818
	Iteration 16Q: 3 clusters Score -912991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -913010.687500 Penalty: 3135.163818
	Iteration 17Q: 3 clusters Score -913010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -913017.062500 Penalty: 3135.163818
	Iteration 18Q: 3 clusters Score -913017.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -913023.000000 Penalty: 3135.163818
	Iteration 19Q: 3 clusters Score -913023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -913027.625000 Penalty: 3135.163818
	Iteration 20F: 3 clusters Score -913027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -913032.062500 Penalty: 3135.163818
	Iteration 21Q: 3 clusters Score -913032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -913037.125000 Penalty: 3135.163818
	Iteration 22Q: 3 clusters Score -913037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -913042.250000 Penalty: 3135.163818
	Iteration 23Q: 3 clusters Score -913042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -913043.875000 Penalty: 3135.163818
	Iteration 24Q: 3 clusters Score -913043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -913044.812500 Penalty: 3135.163818
	Iteration 25Q: 3 clusters Score -913044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -913044.812500 Penalty: 3135.163818
	Iteration 26F: 3 clusters Score -913044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Entering Unmasked Estep 
Score: -671540.937500 Penalty: 1515.183228
	Iteration 0F: 2 clusters Score -671540.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -663653.312500 Penalty: 3030.366455
	Iteration 0F: 3 clusters Score -663653.3 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -666219.937500 Penalty: 3030.366455
	Iteration 1F: 3 clusters Score -666219.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -666536.062500 Penalty: 3030.366455
	Iteration 2F: 3 clusters Score -666536.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -666819.250000 Penalty: 3030.366455
	Iteration 3F: 3 clusters Score -666819.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -667096.625000 Penalty: 3030.366455
	Iteration 4F: 3 clusters Score -667096.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -667368.062500 Penalty: 3030.366455
	Iteration 5Q: 3 clusters Score -667368.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -667679.500000 Penalty: 3030.366455
	Iteration 6Q: 3 clusters Score -667679.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -668006.375000 Penalty: 3030.366455
	Iteration 7Q: 3 clusters Score -668006.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -668395.500000 Penalty: 3030.366455
	Iteration 8Q: 3 clusters Score -668395.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -668766.437500 Penalty: 3030.366455
	Iteration 9Q: 3 clusters Score -668766.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -669106.500000 Penalty: 3030.366455
	Iteration 10Q: 3 clusters Score -669106.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -669390.875000 Penalty: 3030.366455
	Iteration 11Q: 3 clusters Score -669390.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -669587.000000 Penalty: 3030.366455
	Iteration 12Q: 3 clusters Score -669587 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -669759.687500 Penalty: 3030.366455
	Iteration 13Q: 3 clusters Score -669759.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -669905.312500 Penalty: 3030.366455
	Iteration 14Q: 3 clusters Score -669905.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -670009.625000 Penalty: 3030.366455
	Iteration 15Q: 3 clusters Score -670009.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -670079.937500 Penalty: 3030.366455
	Iteration 16Q: 3 clusters Score -670079.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -670122.625000 Penalty: 3030.366455
	Iteration 17Q: 3 clusters Score -670122.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -670147.375000 Penalty: 3030.366455
	Iteration 18Q: 3 clusters Score -670147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -670166.437500 Penalty: 3030.366455
	Iteration 19Q: 3 clusters Score -670166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -670181.125000 Penalty: 3030.366455
	Iteration 20F: 3 clusters Score -670181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -670188.000000 Penalty: 3030.366455
	Iteration 21Q: 3 clusters Score -670188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -670195.812500 Penalty: 3030.366455
	Iteration 22Q: 3 clusters Score -670195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -670207.562500 Penalty: 3030.366455
	Iteration 23Q: 3 clusters Score -670207.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -670221.375000 Penalty: 3030.366455
	Iteration 24Q: 3 clusters Score -670221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -670234.437500 Penalty: 3030.366455
	Iteration 25Q: 3 clusters Score -670234.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -670247.687500 Penalty: 3030.366455
	Iteration 26Q: 3 clusters Score -670247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -670251.312500 Penalty: 3030.366455
	Iteration 27Q: 3 clusters Score -670251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -670255.750000 Penalty: 3030.366455
	Iteration 28Q: 3 clusters Score -670255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -670260.812500 Penalty: 3030.366455
	Iteration 29Q: 3 clusters Score -670260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -670264.687500 Penalty: 3030.366455
	Iteration 30Q: 3 clusters Score -670264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -670267.125000 Penalty: 3030.366455
	Iteration 31Q: 3 clusters Score -670267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -670267.312500 Penalty: 3030.366455
	Iteration 32Q: 3 clusters Score -670267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -670269.375000 Penalty: 3030.366455
	Iteration 33Q: 3 clusters Score -670269.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -670269.375000 Penalty: 3030.366455
	Iteration 34F: 3 clusters Score -670269.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -114823.796875 Penalty: 1236.683105
	Iteration 0F: 2 clusters Score -114823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112778.320312 Penalty: 2473.366211
	Iteration 0F: 3 clusters Score -112778.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -113268.515625 Penalty: 2473.366211
	Iteration 1F: 3 clusters Score -113268.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -113415.812500 Penalty: 2473.366211
	Iteration 2F: 3 clusters Score -113415.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -113535.296875 Penalty: 2473.366211
	Iteration 3F: 3 clusters Score -113535.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -113644.093750 Penalty: 2473.366211
	Iteration 4F: 3 clusters Score -113644.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -113728.257812 Penalty: 2473.366211
	Iteration 5Q: 3 clusters Score -113728.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -113801.859375 Penalty: 2473.366211
	Iteration 6Q: 3 clusters Score -113801.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -113859.609375 Penalty: 2473.366211
	Iteration 7Q: 3 clusters Score -113859.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -113908.429688 Penalty: 2473.366211
	Iteration 8Q: 3 clusters Score -113908.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -113949.960938 Penalty: 2473.366211
	Iteration 9Q: 3 clusters Score -113950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -113973.578125 Penalty: 2473.366211
	Iteration 10Q: 3 clusters Score -113973.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -113994.406250 Penalty: 2473.366211
	Iteration 11Q: 3 clusters Score -113994.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -114009.171875 Penalty: 2473.366211
	Iteration 12Q: 3 clusters Score -114009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -114019.523438 Penalty: 2473.366211
	Iteration 13Q: 3 clusters Score -114019.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -114030.046875 Penalty: 2473.366211
	Iteration 14Q: 3 clusters Score -114030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -114035.601562 Penalty: 2473.366211
	Iteration 15Q: 3 clusters Score -114035.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -114041.164062 Penalty: 2473.366211
	Iteration 16Q: 3 clusters Score -114041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -114047.929688 Penalty: 2473.366211
	Iteration 17Q: 3 clusters Score -114047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -114052.445312 Penalty: 2473.366211
	Iteration 18Q: 3 clusters Score -114052.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -114056.843750 Penalty: 2473.366211
	Iteration 19Q: 3 clusters Score -114056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -114061.679688 Penalty: 2473.366211
	Iteration 20F: 3 clusters Score -114061.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -114066.125000 Penalty: 2473.366211
	Iteration 21Q: 3 clusters Score -114066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -114069.593750 Penalty: 2473.366211
	Iteration 22Q: 3 clusters Score -114069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -114070.890625 Penalty: 2473.366211
	Iteration 23Q: 3 clusters Score -114070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -114071.234375 Penalty: 2473.366211
	Iteration 24Q: 3 clusters Score -114071.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -114071.234375 Penalty: 2473.366211
	Iteration 25F: 3 clusters Score -114071.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -191830.015625 Penalty: 1326.640503
	Iteration 0F: 2 clusters Score -191830 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 1738 members 
Entering Unmasked Estep 
Score: -188791.734375 Penalty: 2653.281006
	Iteration 0F: 3 clusters Score -188791.7 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -189585.656250 Penalty: 2653.281006
	Iteration 1F: 3 clusters Score -189585.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -189736.250000 Penalty: 2653.281006
	Iteration 2F: 3 clusters Score -189736.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -189811.250000 Penalty: 2653.281006
	Iteration 3Q: 3 clusters Score -189811.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -189878.265625 Penalty: 2653.281006
	Iteration 4Q: 3 clusters Score -189878.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -189943.031250 Penalty: 2653.281006
	Iteration 5Q: 3 clusters Score -189943 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -190006.984375 Penalty: 2653.281006
	Iteration 6Q: 3 clusters Score -190007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -190054.859375 Penalty: 2653.281006
	Iteration 7Q: 3 clusters Score -190054.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -190096.156250 Penalty: 2653.281006
	Iteration 8Q: 3 clusters Score -190096.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -190122.968750 Penalty: 2653.281006
	Iteration 9Q: 3 clusters Score -190123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -190141.703125 Penalty: 2653.281006
	Iteration 10Q: 3 clusters Score -190141.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -190158.031250 Penalty: 2653.281006
	Iteration 11Q: 3 clusters Score -190158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -190175.968750 Penalty: 2653.281006
	Iteration 12Q: 3 clusters Score -190176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -190195.734375 Penalty: 2653.281006
	Iteration 13Q: 3 clusters Score -190195.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -190217.218750 Penalty: 2653.281006
	Iteration 14Q: 3 clusters Score -190217.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -190244.484375 Penalty: 2653.281006
	Iteration 15Q: 3 clusters Score -190244.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -190276.703125 Penalty: 2653.281006
	Iteration 16Q: 3 clusters Score -190276.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -190311.531250 Penalty: 2653.281006
	Iteration 17Q: 3 clusters Score -190311.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -190360.062500 Penalty: 2653.281006
	Iteration 18Q: 3 clusters Score -190360.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -190409.328125 Penalty: 2653.281006
	Iteration 19Q: 3 clusters Score -190409.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -190452.515625 Penalty: 2653.281006
	Iteration 20F: 3 clusters Score -190452.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -190504.718750 Penalty: 2653.281006
	Iteration 21Q: 3 clusters Score -190504.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -190558.828125 Penalty: 2653.281006
	Iteration 22Q: 3 clusters Score -190558.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -190618.640625 Penalty: 2653.281006
	Iteration 23Q: 3 clusters Score -190618.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -190694.171875 Penalty: 2653.281006
	Iteration 24Q: 3 clusters Score -190694.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -190761.640625 Penalty: 2653.281006
	Iteration 25Q: 3 clusters Score -190761.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -190822.203125 Penalty: 2653.281006
	Iteration 26Q: 3 clusters Score -190822.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -190869.250000 Penalty: 2653.281006
	Iteration 27Q: 3 clusters Score -190869.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -190904.765625 Penalty: 2653.281006
	Iteration 28Q: 3 clusters Score -190904.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -190932.156250 Penalty: 2653.281006
	Iteration 29Q: 3 clusters Score -190932.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -190958.828125 Penalty: 2653.281006
	Iteration 30Q: 3 clusters Score -190958.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -190975.328125 Penalty: 2653.281006
	Iteration 31Q: 3 clusters Score -190975.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -190985.656250 Penalty: 2653.281006
	Iteration 32Q: 3 clusters Score -190985.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -190996.750000 Penalty: 2653.281006
	Iteration 33Q: 3 clusters Score -190996.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -191004.140625 Penalty: 2653.281006
	Iteration 34Q: 3 clusters Score -191004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -191009.765625 Penalty: 2653.281006
	Iteration 35Q: 3 clusters Score -191009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -191013.765625 Penalty: 2653.281006
	Iteration 36Q: 3 clusters Score -191013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -191016.343750 Penalty: 2653.281006
	Iteration 37Q: 3 clusters Score -191016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -191017.843750 Penalty: 2653.281006
	Iteration 38Q: 3 clusters Score -191017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -191019.656250 Penalty: 2653.281006
	Iteration 39Q: 3 clusters Score -191019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -191020.937500 Penalty: 2653.281006
	Iteration 40F: 3 clusters Score -191020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -191023.218750 Penalty: 2653.281006
	Iteration 41Q: 3 clusters Score -191023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -191024.484375 Penalty: 2653.281006
	Iteration 42Q: 3 clusters Score -191024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -191024.515625 Penalty: 2653.281006
	Iteration 43Q: 3 clusters Score -191024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -191024.515625 Penalty: 2653.281006
	Iteration 44F: 3 clusters Score -191024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -32671.478516 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -32671.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31327.859375 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -31327.86 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -31806.910156 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -31806.91 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -32179.546875 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -32179.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -32485.142578 Penalty: 2212.937744
	Iteration 3F: 3 clusters Score -32485.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -32664.423828 Penalty: 2212.937744
	Iteration 4F: 3 clusters Score -32664.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -32724.591797 Penalty: 2212.937744
	Iteration 5Q: 3 clusters Score -32724.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -32754.470703 Penalty: 2212.937744
	Iteration 6Q: 3 clusters Score -32754.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32764.783203 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -32764.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -32771.113281 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -32771.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32774.765625 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -32774.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -32774.765625 Penalty: 2212.937744
	Iteration 10F: 3 clusters Score -32774.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 299 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 607 members 
Entering Unmasked Estep 
Score: -12707837.000000 Penalty: 84375.257812
Splitting cluster 39 changes total score from -12708631.000000 to -12707837.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -357394.343750 Penalty: 1421.985962
	Iteration 0F: 2 clusters Score -357394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -352576.281250 Penalty: 2843.971924
	Iteration 0F: 3 clusters Score -352576.3 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -353933.187500 Penalty: 2843.971924
	Iteration 1F: 3 clusters Score -353933.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -354106.562500 Penalty: 2843.971924
	Iteration 2F: 3 clusters Score -354106.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -354237.968750 Penalty: 2843.971924
	Iteration 3Q: 3 clusters Score -354238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -354353.968750 Penalty: 2843.971924
	Iteration 4Q: 3 clusters Score -354354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -354450.281250 Penalty: 2843.971924
	Iteration 5Q: 3 clusters Score -354450.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -354545.625000 Penalty: 2843.971924
	Iteration 6Q: 3 clusters Score -354545.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -354639.718750 Penalty: 2843.971924
	Iteration 7Q: 3 clusters Score -354639.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -354751.093750 Penalty: 2843.971924
	Iteration 8Q: 3 clusters Score -354751.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -354857.781250 Penalty: 2843.971924
	Iteration 9Q: 3 clusters Score -354857.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -354972.437500 Penalty: 2843.971924
	Iteration 10Q: 3 clusters Score -354972.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -355075.093750 Penalty: 2843.971924
	Iteration 11Q: 3 clusters Score -355075.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -355182.843750 Penalty: 2843.971924
	Iteration 12Q: 3 clusters Score -355182.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -355287.687500 Penalty: 2843.971924
	Iteration 13Q: 3 clusters Score -355287.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -355403.343750 Penalty: 2843.971924
	Iteration 14Q: 3 clusters Score -355403.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -355497.812500 Penalty: 2843.971924
	Iteration 15Q: 3 clusters Score -355497.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -355573.531250 Penalty: 2843.971924
	Iteration 16Q: 3 clusters Score -355573.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -355647.218750 Penalty: 2843.971924
	Iteration 17Q: 3 clusters Score -355647.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -355724.718750 Penalty: 2843.971924
	Iteration 18Q: 3 clusters Score -355724.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -355797.250000 Penalty: 2843.971924
	Iteration 19Q: 3 clusters Score -355797.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -355847.718750 Penalty: 2843.971924
	Iteration 20F: 3 clusters Score -355847.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -355889.500000 Penalty: 2843.971924
	Iteration 21Q: 3 clusters Score -355889.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -355922.625000 Penalty: 2843.971924
	Iteration 22Q: 3 clusters Score -355922.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -355950.968750 Penalty: 2843.971924
	Iteration 23Q: 3 clusters Score -355951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -355970.406250 Penalty: 2843.971924
	Iteration 24Q: 3 clusters Score -355970.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -355988.250000 Penalty: 2843.971924
	Iteration 25Q: 3 clusters Score -355988.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -356006.625000 Penalty: 2843.971924
	Iteration 26Q: 3 clusters Score -356006.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -356022.531250 Penalty: 2843.971924
	Iteration 27Q: 3 clusters Score -356022.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -356036.687500 Penalty: 2843.971924
	Iteration 28Q: 3 clusters Score -356036.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -356048.281250 Penalty: 2843.971924
	Iteration 29Q: 3 clusters Score -356048.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -356064.468750 Penalty: 2843.971924
	Iteration 30Q: 3 clusters Score -356064.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -356075.406250 Penalty: 2843.971924
	Iteration 31Q: 3 clusters Score -356075.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -356081.593750 Penalty: 2843.971924
	Iteration 32Q: 3 clusters Score -356081.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -356091.156250 Penalty: 2843.971924
	Iteration 33Q: 3 clusters Score -356091.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -356104.437500 Penalty: 2843.971924
	Iteration 34Q: 3 clusters Score -356104.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -356123.812500 Penalty: 2843.971924
	Iteration 35Q: 3 clusters Score -356123.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -356138.531250 Penalty: 2843.971924
	Iteration 36Q: 3 clusters Score -356138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -356143.062500 Penalty: 2843.971924
	Iteration 37Q: 3 clusters Score -356143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -356146.250000 Penalty: 2843.971924
	Iteration 38Q: 3 clusters Score -356146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -356148.062500 Penalty: 2843.971924
	Iteration 39Q: 3 clusters Score -356148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -356150.343750 Penalty: 2843.971924
	Iteration 40F: 3 clusters Score -356150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -356153.875000 Penalty: 2843.971924
	Iteration 41Q: 3 clusters Score -356153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -356156.093750 Penalty: 2843.971924
	Iteration 42Q: 3 clusters Score -356156.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -356159.125000 Penalty: 2843.971924
	Iteration 43Q: 3 clusters Score -356159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -356160.187500 Penalty: 2843.971924
	Iteration 44Q: 3 clusters Score -356160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -356161.375000 Penalty: 2843.971924
	Iteration 45Q: 3 clusters Score -356161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -356162.875000 Penalty: 2843.971924
	Iteration 46Q: 3 clusters Score -356162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -356163.031250 Penalty: 2843.971924
	Iteration 47Q: 3 clusters Score -356163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -356163.687500 Penalty: 2843.971924
	Iteration 48Q: 3 clusters Score -356163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -356163.687500 Penalty: 2843.971924
	Iteration 49F: 3 clusters Score -356163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -192955.093750 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -192955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -190129.984375 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -190130 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -190850.796875 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -190850.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -191016.765625 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -191016.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -191117.218750 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -191117.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -191200.421875 Penalty: 2620.290771
	Iteration 4Q: 3 clusters Score -191200.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -191278.515625 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -191278.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -191335.531250 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -191335.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -191392.015625 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -191392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -191447.531250 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -191447.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -191502.546875 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -191502.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -191559.437500 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -191559.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -191616.406250 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -191616.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -191689.171875 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -191689.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -191768.921875 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -191768.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -191855.562500 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -191855.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -191927.312500 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -191927.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -191972.843750 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -191972.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -192008.906250 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -192008.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -192050.578125 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -192050.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -192089.390625 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -192089.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -192132.671875 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -192132.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -192160.515625 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -192160.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -192176.218750 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -192176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -192190.156250 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -192190.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -192206.359375 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -192206.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -192223.890625 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -192223.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -192236.343750 Penalty: 2620.290771
	Iteration 26Q: 3 clusters Score -192236.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -192239.203125 Penalty: 2620.290771
	Iteration 27Q: 3 clusters Score -192239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -192242.609375 Penalty: 2620.290771
	Iteration 28Q: 3 clusters Score -192242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -192245.531250 Penalty: 2620.290771
	Iteration 29Q: 3 clusters Score -192245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -192249.750000 Penalty: 2620.290771
	Iteration 30Q: 3 clusters Score -192249.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -192252.625000 Penalty: 2620.290771
	Iteration 31Q: 3 clusters Score -192252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -192255.218750 Penalty: 2620.290771
	Iteration 32Q: 3 clusters Score -192255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -192256.953125 Penalty: 2620.290771
	Iteration 33Q: 3 clusters Score -192257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -192258.828125 Penalty: 2620.290771
	Iteration 34Q: 3 clusters Score -192258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -192261.046875 Penalty: 2620.290771
	Iteration 35Q: 3 clusters Score -192261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -192264.359375 Penalty: 2620.290771
	Iteration 36Q: 3 clusters Score -192264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -192264.906250 Penalty: 2620.290771
	Iteration 37Q: 3 clusters Score -192264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -192264.750000 Penalty: 2620.290771
	Iteration 38Q: 3 clusters Score -192264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -192265.156250 Penalty: 2620.290771
	Iteration 39Q: 3 clusters Score -192265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -192265.156250 Penalty: 2620.290771
	Iteration 40F: 3 clusters Score -192265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708639.000000 Penalty: 82366.320312
Iteration 159Q: 42 clusters Score -1.270864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9685 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 906 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708647.000000 Penalty: 82366.320312
Iteration 160F: 42 clusters Score -1.270865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1164 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7415 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 907 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708642.000000 Penalty: 82366.320312
Iteration 161Q: 42 clusters Score -1.270864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23249 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3811 members 
Mstep: Class 32 contains 2400 members 
Mstep: Class 33 contains 7414 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 900 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708659.000000 Penalty: 82366.320312
Iteration 162Q: 42 clusters Score -1.270866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 2399 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 901 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708662.000000 Penalty: 82366.320312
Iteration 163Q: 42 clusters Score -1.270866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13069 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23250 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 2403 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15470 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708664.000000 Penalty: 82366.320312
Iteration 164Q: 42 clusters Score -1.270866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13066 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4753 members 
Mstep: Class 25 contains 3774 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 904 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708678.000000 Penalty: 82366.320312
Iteration 165Q: 42 clusters Score -1.270868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13064 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4754 members 
Mstep: Class 25 contains 3773 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2318 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2406 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 903 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708680.000000 Penalty: 82366.320312
Iteration 166Q: 42 clusters Score -1.270868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13063 members 
Mstep: Class 3 contains 9259 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12998 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5628 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4756 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708674.000000 Penalty: 82366.320312
Iteration 167Q: 42 clusters Score -1.270867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12996 members 
Mstep: Class 7 contains 3028 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25220 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708679.000000 Penalty: 82366.320312
Iteration 168Q: 42 clusters Score -1.270868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12996 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3769 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25221 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708682.000000 Penalty: 82366.320312
Iteration 169Q: 42 clusters Score -1.270868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12996 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3768 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708683.000000 Penalty: 82366.320312
Iteration 170Q: 42 clusters Score -1.270868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708685.000000 Penalty: 82366.320312
Iteration 171Q: 42 clusters Score -1.270868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12708685.000000 Penalty: 82366.320312
Iteration 172F: 42 clusters Score -1.270868e+07 nChanged 0
Entering ConstructFrom: 
Score: -12708685.000000 Penalty: 82366.320312
Entering ConstructFrom: 
Trying to split cluster 1 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -144365.765625 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -144365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -141959.156250 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -141959.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -142683.796875 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -142683.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -142897.593750 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -142897.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -143011.875000 Penalty: 2550.649658
	Iteration 3F: 3 clusters Score -143011.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -143095.546875 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -143095.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -143155.500000 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -143155.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -143229.875000 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -143229.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -143302.406250 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -143302.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -143371.812500 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -143371.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -143426.937500 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -143426.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -143471.578125 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -143471.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -143514.656250 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -143514.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -143549.312500 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -143549.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -143583.015625 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -143583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -143635.281250 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -143635.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -143703.015625 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -143703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -143755.359375 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -143755.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -143801.875000 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -143801.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -143846.484375 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -143846.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -143883.500000 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -143883.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -143901.906250 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -143901.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -143913.406250 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -143913.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -143923.265625 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -143923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -143933.890625 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -143933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -143945.046875 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -143945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -143952.015625 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -143952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -143959.781250 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -143959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -143963.281250 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -143963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -143964.328125 Penalty: 2550.649658
	Iteration 28Q: 3 clusters Score -143964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -143964.671875 Penalty: 2550.649658
	Iteration 29Q: 3 clusters Score -143964.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -143964.671875 Penalty: 2550.649658
	Iteration 30F: 3 clusters Score -143964.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -755250.125000 Penalty: 1540.087646
	Iteration 0F: 2 clusters Score -755250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -746062.875000 Penalty: 3080.175293
	Iteration 0F: 3 clusters Score -746062.9 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -749130.750000 Penalty: 3080.175293
	Iteration 1F: 3 clusters Score -749130.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -749400.187500 Penalty: 3080.175293
	Iteration 2F: 3 clusters Score -749400.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -749614.500000 Penalty: 3080.175293
	Iteration 3Q: 3 clusters Score -749614.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -749795.812500 Penalty: 3080.175293
	Iteration 4Q: 3 clusters Score -749795.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -749988.500000 Penalty: 3080.175293
	Iteration 5Q: 3 clusters Score -749988.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -750225.937500 Penalty: 3080.175293
	Iteration 6Q: 3 clusters Score -750225.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -750534.250000 Penalty: 3080.175293
	Iteration 7Q: 3 clusters Score -750534.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -750907.187500 Penalty: 3080.175293
	Iteration 8F: 3 clusters Score -750907.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -751344.000000 Penalty: 3080.175293
	Iteration 9F: 3 clusters Score -751344 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -751829.437500 Penalty: 3080.175293
	Iteration 10F: 3 clusters Score -751829.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -752318.250000 Penalty: 3080.175293
	Iteration 11F: 3 clusters Score -752318.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -752792.875000 Penalty: 3080.175293
	Iteration 12Q: 3 clusters Score -752792.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -753165.375000 Penalty: 3080.175293
	Iteration 13Q: 3 clusters Score -753165.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -753386.187500 Penalty: 3080.175293
	Iteration 14Q: 3 clusters Score -753386.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -753534.187500 Penalty: 3080.175293
	Iteration 15Q: 3 clusters Score -753534.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -753643.875000 Penalty: 3080.175293
	Iteration 16Q: 3 clusters Score -753643.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -753701.125000 Penalty: 3080.175293
	Iteration 17Q: 3 clusters Score -753701.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -753755.687500 Penalty: 3080.175293
	Iteration 18Q: 3 clusters Score -753755.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -753797.312500 Penalty: 3080.175293
	Iteration 19Q: 3 clusters Score -753797.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -753831.312500 Penalty: 3080.175293
	Iteration 20F: 3 clusters Score -753831.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -753858.250000 Penalty: 3080.175293
	Iteration 21Q: 3 clusters Score -753858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -753873.125000 Penalty: 3080.175293
	Iteration 22Q: 3 clusters Score -753873.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -753887.562500 Penalty: 3080.175293
	Iteration 23Q: 3 clusters Score -753887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -753895.937500 Penalty: 3080.175293
	Iteration 24Q: 3 clusters Score -753895.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -753898.125000 Penalty: 3080.175293
	Iteration 25Q: 3 clusters Score -753898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -753900.562500 Penalty: 3080.175293
	Iteration 26Q: 3 clusters Score -753900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -753903.812500 Penalty: 3080.175293
	Iteration 27Q: 3 clusters Score -753903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -753904.812500 Penalty: 3080.175293
	Iteration 28Q: 3 clusters Score -753904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -753907.062500 Penalty: 3080.175293
	Iteration 29Q: 3 clusters Score -753907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -753908.750000 Penalty: 3080.175293
	Iteration 30Q: 3 clusters Score -753908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -753908.937500 Penalty: 3080.175293
	Iteration 31Q: 3 clusters Score -753908.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -753908.937500 Penalty: 3080.175293
	Iteration 32F: 3 clusters Score -753908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Entering Unmasked Estep 
Score: -533509.812500 Penalty: 1484.099365
	Iteration 0F: 2 clusters Score -533509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -526872.375000 Penalty: 2968.198730
	Iteration 0F: 3 clusters Score -526872.4 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -528940.437500 Penalty: 2968.198730
	Iteration 1F: 3 clusters Score -528940.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -529184.625000 Penalty: 2968.198730
	Iteration 2F: 3 clusters Score -529184.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -529416.687500 Penalty: 2968.198730
	Iteration 3F: 3 clusters Score -529416.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -529679.812500 Penalty: 2968.198730
	Iteration 4F: 3 clusters Score -529679.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -529985.125000 Penalty: 2968.198730
	Iteration 5F: 3 clusters Score -529985.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -530334.500000 Penalty: 2968.198730
	Iteration 6F: 3 clusters Score -530334.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -530718.000000 Penalty: 2968.198730
	Iteration 7F: 3 clusters Score -530718 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -531070.625000 Penalty: 2968.198730
	Iteration 8Q: 3 clusters Score -531070.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -531389.250000 Penalty: 2968.198730
	Iteration 9Q: 3 clusters Score -531389.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -531618.375000 Penalty: 2968.198730
	Iteration 10Q: 3 clusters Score -531618.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -531803.312500 Penalty: 2968.198730
	Iteration 11Q: 3 clusters Score -531803.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -531920.250000 Penalty: 2968.198730
	Iteration 12Q: 3 clusters Score -531920.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -532008.312500 Penalty: 2968.198730
	Iteration 13Q: 3 clusters Score -532008.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -532081.250000 Penalty: 2968.198730
	Iteration 14Q: 3 clusters Score -532081.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -532131.312500 Penalty: 2968.198730
	Iteration 15Q: 3 clusters Score -532131.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -532164.250000 Penalty: 2968.198730
	Iteration 16Q: 3 clusters Score -532164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -532180.250000 Penalty: 2968.198730
	Iteration 17Q: 3 clusters Score -532180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -532195.250000 Penalty: 2968.198730
	Iteration 18Q: 3 clusters Score -532195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -532206.187500 Penalty: 2968.198730
	Iteration 19Q: 3 clusters Score -532206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -532215.562500 Penalty: 2968.198730
	Iteration 20F: 3 clusters Score -532215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -532222.625000 Penalty: 2968.198730
	Iteration 21Q: 3 clusters Score -532222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -532226.625000 Penalty: 2968.198730
	Iteration 22Q: 3 clusters Score -532226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -532233.875000 Penalty: 2968.198730
	Iteration 23Q: 3 clusters Score -532233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -532239.125000 Penalty: 2968.198730
	Iteration 24Q: 3 clusters Score -532239.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -532245.562500 Penalty: 2968.198730
	Iteration 25Q: 3 clusters Score -532245.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -532253.312500 Penalty: 2968.198730
	Iteration 26Q: 3 clusters Score -532253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -532256.250000 Penalty: 2968.198730
	Iteration 27Q: 3 clusters Score -532256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -532260.937500 Penalty: 2968.198730
	Iteration 28Q: 3 clusters Score -532260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -532261.687500 Penalty: 2968.198730
	Iteration 29Q: 3 clusters Score -532261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -532261.687500 Penalty: 2968.198730
	Iteration 30F: 3 clusters Score -532261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -300253.968750 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -300254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -296229.437500 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -296229.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -297347.031250 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -297347 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -297507.718750 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -297507.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -297640.781250 Penalty: 2767.697510
	Iteration 3F: 3 clusters Score -297640.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -297771.062500 Penalty: 2767.697510
	Iteration 4Q: 3 clusters Score -297771.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -297906.656250 Penalty: 2767.697510
	Iteration 5Q: 3 clusters Score -297906.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -298049.812500 Penalty: 2767.697510
	Iteration 6Q: 3 clusters Score -298049.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -298200.500000 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -298200.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -298364.031250 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -298364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -298506.437500 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -298506.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -298621.406250 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -298621.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -298708.375000 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -298708.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -298768.250000 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -298768.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -298802.781250 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -298802.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -298826.375000 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -298826.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -298843.656250 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -298843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298852.875000 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -298852.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298863.250000 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -298863.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298872.343750 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -298872.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -298881.031250 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -298881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -298886.625000 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -298886.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -298894.437500 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -298894.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298902.093750 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -298902.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -298908.593750 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -298908.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -298914.343750 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -298914.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -298922.437500 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -298922.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -298929.093750 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -298929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -298932.968750 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -298933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -298937.843750 Penalty: 2767.697510
	Iteration 28Q: 3 clusters Score -298937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -298941.718750 Penalty: 2767.697510
	Iteration 29Q: 3 clusters Score -298941.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -298945.468750 Penalty: 2767.697510
	Iteration 30Q: 3 clusters Score -298945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -298947.312500 Penalty: 2767.697510
	Iteration 31Q: 3 clusters Score -298947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -298949.843750 Penalty: 2767.697510
	Iteration 32Q: 3 clusters Score -298949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -298951.031250 Penalty: 2767.697510
	Iteration 33Q: 3 clusters Score -298951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -298954.468750 Penalty: 2767.697510
	Iteration 34Q: 3 clusters Score -298954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -298954.843750 Penalty: 2767.697510
	Iteration 35Q: 3 clusters Score -298954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -298955.468750 Penalty: 2767.697510
	Iteration 36Q: 3 clusters Score -298955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298954.937500 Penalty: 2767.697510
	Iteration 37Q: 3 clusters Score -298954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298954.937500 Penalty: 2767.697510
	Iteration 38F: 3 clusters Score -298954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -22805.583984 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -22805.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21753.359375 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -21753.36 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21963.716797 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -21963.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22061.636719 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -22061.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22138.318359 Penalty: 1996.162109
	Iteration 3Q: 3 clusters Score -22138.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22214.605469 Penalty: 1996.162109
	Iteration 4F: 3 clusters Score -22214.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22272.308594 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -22272.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22354.800781 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -22354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22391.574219 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -22391.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22406.142578 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -22406.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22414.578125 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -22414.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22422.191406 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -22422.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22422.191406 Penalty: 1996.162109
	Iteration 11F: 3 clusters Score -22422.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Entering Unmasked Estep 
Score: -769444.000000 Penalty: 1539.277100
	Iteration 0F: 2 clusters Score -769444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -760305.875000 Penalty: 3078.554199
	Iteration 0F: 3 clusters Score -760305.9 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -763421.375000 Penalty: 3078.554199
	Iteration 1F: 3 clusters Score -763421.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -763792.062500 Penalty: 3078.554199
	Iteration 2F: 3 clusters Score -763792.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -764242.375000 Penalty: 3078.554199
	Iteration 3F: 3 clusters Score -764242.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -764884.812500 Penalty: 3078.554199
	Iteration 4F: 3 clusters Score -764884.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -765645.125000 Penalty: 3078.554199
	Iteration 5F: 3 clusters Score -765645.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -766331.625000 Penalty: 3078.554199
	Iteration 6F: 3 clusters Score -766331.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -766868.187500 Penalty: 3078.554199
	Iteration 7F: 3 clusters Score -766868.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -767245.125000 Penalty: 3078.554199
	Iteration 8Q: 3 clusters Score -767245.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -767504.750000 Penalty: 3078.554199
	Iteration 9Q: 3 clusters Score -767504.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -767700.250000 Penalty: 3078.554199
	Iteration 10Q: 3 clusters Score -767700.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -767894.875000 Penalty: 3078.554199
	Iteration 11Q: 3 clusters Score -767894.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -768046.875000 Penalty: 3078.554199
	Iteration 12Q: 3 clusters Score -768046.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -768164.625000 Penalty: 3078.554199
	Iteration 13Q: 3 clusters Score -768164.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -768242.437500 Penalty: 3078.554199
	Iteration 14Q: 3 clusters Score -768242.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -768306.812500 Penalty: 3078.554199
	Iteration 15Q: 3 clusters Score -768306.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -768359.687500 Penalty: 3078.554199
	Iteration 16Q: 3 clusters Score -768359.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -768396.750000 Penalty: 3078.554199
	Iteration 17Q: 3 clusters Score -768396.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -768435.250000 Penalty: 3078.554199
	Iteration 18Q: 3 clusters Score -768435.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -768465.250000 Penalty: 3078.554199
	Iteration 19Q: 3 clusters Score -768465.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -768487.937500 Penalty: 3078.554199
	Iteration 20F: 3 clusters Score -768487.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -768503.500000 Penalty: 3078.554199
	Iteration 21Q: 3 clusters Score -768503.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -768516.750000 Penalty: 3078.554199
	Iteration 22Q: 3 clusters Score -768516.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -768522.687500 Penalty: 3078.554199
	Iteration 23Q: 3 clusters Score -768522.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -768529.250000 Penalty: 3078.554199
	Iteration 24Q: 3 clusters Score -768529.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -768532.562500 Penalty: 3078.554199
	Iteration 25Q: 3 clusters Score -768532.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -768539.000000 Penalty: 3078.554199
	Iteration 26Q: 3 clusters Score -768539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -768538.750000 Penalty: 3078.554199
	Iteration 27Q: 3 clusters Score -768538.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -768542.875000 Penalty: 3078.554199
	Iteration 28Q: 3 clusters Score -768542.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -768547.312500 Penalty: 3078.554199
	Iteration 29Q: 3 clusters Score -768547.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -768550.625000 Penalty: 3078.554199
	Iteration 30Q: 3 clusters Score -768550.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -768552.937500 Penalty: 3078.554199
	Iteration 31Q: 3 clusters Score -768552.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -768555.062500 Penalty: 3078.554199
	Iteration 32Q: 3 clusters Score -768555.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -768561.375000 Penalty: 3078.554199
	Iteration 33Q: 3 clusters Score -768561.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -768564.875000 Penalty: 3078.554199
	Iteration 34Q: 3 clusters Score -768564.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -768568.125000 Penalty: 3078.554199
	Iteration 35Q: 3 clusters Score -768568.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -768571.562500 Penalty: 3078.554199
	Iteration 36Q: 3 clusters Score -768571.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -768574.937500 Penalty: 3078.554199
	Iteration 37Q: 3 clusters Score -768574.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -768578.000000 Penalty: 3078.554199
	Iteration 38Q: 3 clusters Score -768578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -768578.937500 Penalty: 3078.554199
	Iteration 39Q: 3 clusters Score -768578.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -768583.750000 Penalty: 3078.554199
	Iteration 40F: 3 clusters Score -768583.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -768584.250000 Penalty: 3078.554199
	Iteration 41Q: 3 clusters Score -768584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -768585.187500 Penalty: 3078.554199
	Iteration 42Q: 3 clusters Score -768585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -768585.000000 Penalty: 3078.554199
	Iteration 43Q: 3 clusters Score -768585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -768586.500000 Penalty: 3078.554199
	Iteration 44Q: 3 clusters Score -768586.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -768586.375000 Penalty: 3078.554199
	Iteration 45Q: 3 clusters Score -768586.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -768589.625000 Penalty: 3078.554199
	Iteration 46Q: 3 clusters Score -768589.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -768593.125000 Penalty: 3078.554199
	Iteration 47Q: 3 clusters Score -768593.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -768593.375000 Penalty: 3078.554199
	Iteration 48Q: 3 clusters Score -768593.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -768595.437500 Penalty: 3078.554199
	Iteration 49Q: 3 clusters Score -768595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -768595.500000 Penalty: 3078.554199
	Iteration 50Q: 3 clusters Score -768595.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -768597.125000 Penalty: 3078.554199
	Iteration 51Q: 3 clusters Score -768597.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -768599.500000 Penalty: 3078.554199
	Iteration 52Q: 3 clusters Score -768599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -768601.500000 Penalty: 3078.554199
	Iteration 53Q: 3 clusters Score -768601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -768602.812500 Penalty: 3078.554199
	Iteration 54Q: 3 clusters Score -768602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -768602.375000 Penalty: 3078.554199
	Iteration 55Q: 3 clusters Score -768602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -768603.000000 Penalty: 3078.554199
	Iteration 56Q: 3 clusters Score -768603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -768602.625000 Penalty: 3078.554199
	Iteration 57Q: 3 clusters Score -768602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -768604.437500 Penalty: 3078.554199
	Iteration 58Q: 3 clusters Score -768604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -768604.000000 Penalty: 3078.554199
	Iteration 59Q: 3 clusters Score -768604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -768603.875000 Penalty: 3078.554199
	Iteration 60F: 3 clusters Score -768603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -768604.562500 Penalty: 3078.554199
	Iteration 61Q: 3 clusters Score -768604.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -768606.625000 Penalty: 3078.554199
	Iteration 62Q: 3 clusters Score -768606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -768605.562500 Penalty: 3078.554199
	Iteration 63Q: 3 clusters Score -768605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -768606.250000 Penalty: 3078.554199
	Iteration 64Q: 3 clusters Score -768606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -768608.625000 Penalty: 3078.554199
	Iteration 65Q: 3 clusters Score -768608.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -768606.250000 Penalty: 3078.554199
	Iteration 66Q: 3 clusters Score -768606.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -768607.437500 Penalty: 3078.554199
	Iteration 67Q: 3 clusters Score -768607.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -768611.875000 Penalty: 3078.554199
	Iteration 68Q: 3 clusters Score -768611.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -768610.062500 Penalty: 3078.554199
	Iteration 69Q: 3 clusters Score -768610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -768612.312500 Penalty: 3078.554199
	Iteration 70Q: 3 clusters Score -768612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -768616.125000 Penalty: 3078.554199
	Iteration 71Q: 3 clusters Score -768616.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -768617.750000 Penalty: 3078.554199
	Iteration 72Q: 3 clusters Score -768617.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -768615.750000 Penalty: 3078.554199
	Iteration 73Q: 3 clusters Score -768615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -768618.187500 Penalty: 3078.554199
	Iteration 74Q: 3 clusters Score -768618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -768616.937500 Penalty: 3078.554199
	Iteration 75Q: 3 clusters Score -768616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -768617.812500 Penalty: 3078.554199
	Iteration 76Q: 3 clusters Score -768617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -768620.187500 Penalty: 3078.554199
	Iteration 77Q: 3 clusters Score -768620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -768621.000000 Penalty: 3078.554199
	Iteration 78Q: 3 clusters Score -768621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -768623.187500 Penalty: 3078.554199
	Iteration 79Q: 3 clusters Score -768623.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -768624.000000 Penalty: 3078.554199
	Iteration 80F: 3 clusters Score -768624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -768621.625000 Penalty: 3078.554199
	Iteration 81Q: 3 clusters Score -768621.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -768627.125000 Penalty: 3078.554199
	Iteration 82Q: 3 clusters Score -768627.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -768631.187500 Penalty: 3078.554199
	Iteration 83Q: 3 clusters Score -768631.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -768628.687500 Penalty: 3078.554199
	Iteration 84Q: 3 clusters Score -768628.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -768630.812500 Penalty: 3078.554199
	Iteration 85Q: 3 clusters Score -768630.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -768634.500000 Penalty: 3078.554199
	Iteration 86Q: 3 clusters Score -768634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -768639.625000 Penalty: 3078.554199
	Iteration 87Q: 3 clusters Score -768639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -768642.125000 Penalty: 3078.554199
	Iteration 88Q: 3 clusters Score -768642.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -768643.875000 Penalty: 3078.554199
	Iteration 89Q: 3 clusters Score -768643.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -768647.125000 Penalty: 3078.554199
	Iteration 90Q: 3 clusters Score -768647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -768648.875000 Penalty: 3078.554199
	Iteration 91Q: 3 clusters Score -768648.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -768651.937500 Penalty: 3078.554199
	Iteration 92Q: 3 clusters Score -768651.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -768656.000000 Penalty: 3078.554199
	Iteration 93Q: 3 clusters Score -768656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -768657.750000 Penalty: 3078.554199
	Iteration 94Q: 3 clusters Score -768657.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -768662.625000 Penalty: 3078.554199
	Iteration 95Q: 3 clusters Score -768662.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -768666.500000 Penalty: 3078.554199
	Iteration 96Q: 3 clusters Score -768666.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -768668.437500 Penalty: 3078.554199
	Iteration 97Q: 3 clusters Score -768668.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -768675.437500 Penalty: 3078.554199
	Iteration 98Q: 3 clusters Score -768675.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -768680.687500 Penalty: 3078.554199
	Iteration 99Q: 3 clusters Score -768680.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -768686.812500 Penalty: 3078.554199
	Iteration 100F: 3 clusters Score -768686.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -768697.625000 Penalty: 3078.554199
	Iteration 101Q: 3 clusters Score -768697.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -768712.062500 Penalty: 3078.554199
	Iteration 102Q: 3 clusters Score -768712.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -768722.937500 Penalty: 3078.554199
	Iteration 103Q: 3 clusters Score -768722.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -768735.187500 Penalty: 3078.554199
	Iteration 104Q: 3 clusters Score -768735.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -768744.625000 Penalty: 3078.554199
	Iteration 105Q: 3 clusters Score -768744.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -768756.125000 Penalty: 3078.554199
	Iteration 106Q: 3 clusters Score -768756.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -768772.625000 Penalty: 3078.554199
	Iteration 107Q: 3 clusters Score -768772.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -768782.875000 Penalty: 3078.554199
	Iteration 108Q: 3 clusters Score -768782.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -768796.437500 Penalty: 3078.554199
	Iteration 109Q: 3 clusters Score -768796.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -768807.500000 Penalty: 3078.554199
	Iteration 110Q: 3 clusters Score -768807.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -768821.375000 Penalty: 3078.554199
	Iteration 111Q: 3 clusters Score -768821.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -768841.812500 Penalty: 3078.554199
	Iteration 112Q: 3 clusters Score -768841.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -768860.750000 Penalty: 3078.554199
	Iteration 113Q: 3 clusters Score -768860.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -768879.375000 Penalty: 3078.554199
	Iteration 114Q: 3 clusters Score -768879.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -768894.125000 Penalty: 3078.554199
	Iteration 115Q: 3 clusters Score -768894.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -768916.187500 Penalty: 3078.554199
	Iteration 116Q: 3 clusters Score -768916.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -768939.937500 Penalty: 3078.554199
	Iteration 117Q: 3 clusters Score -768939.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -768965.875000 Penalty: 3078.554199
	Iteration 118Q: 3 clusters Score -768965.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -768996.000000 Penalty: 3078.554199
	Iteration 119Q: 3 clusters Score -768996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -769012.125000 Penalty: 3078.554199
	Iteration 120F: 3 clusters Score -769012.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -769028.375000 Penalty: 3078.554199
	Iteration 121Q: 3 clusters Score -769028.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -769043.875000 Penalty: 3078.554199
	Iteration 122Q: 3 clusters Score -769043.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -769054.625000 Penalty: 3078.554199
	Iteration 123Q: 3 clusters Score -769054.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -769064.562500 Penalty: 3078.554199
	Iteration 124Q: 3 clusters Score -769064.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -769079.437500 Penalty: 3078.554199
	Iteration 125Q: 3 clusters Score -769079.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -769086.812500 Penalty: 3078.554199
	Iteration 126Q: 3 clusters Score -769086.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -769097.687500 Penalty: 3078.554199
	Iteration 127Q: 3 clusters Score -769097.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -769105.562500 Penalty: 3078.554199
	Iteration 128Q: 3 clusters Score -769105.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -769111.000000 Penalty: 3078.554199
	Iteration 129Q: 3 clusters Score -769111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -769118.000000 Penalty: 3078.554199
	Iteration 130Q: 3 clusters Score -769118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -769124.625000 Penalty: 3078.554199
	Iteration 131Q: 3 clusters Score -769124.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -769131.500000 Penalty: 3078.554199
	Iteration 132Q: 3 clusters Score -769131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -769133.875000 Penalty: 3078.554199
	Iteration 133Q: 3 clusters Score -769133.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -769140.437500 Penalty: 3078.554199
	Iteration 134Q: 3 clusters Score -769140.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -769143.500000 Penalty: 3078.554199
	Iteration 135Q: 3 clusters Score -769143.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -769144.625000 Penalty: 3078.554199
	Iteration 136Q: 3 clusters Score -769144.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -769148.312500 Penalty: 3078.554199
	Iteration 137Q: 3 clusters Score -769148.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -769150.250000 Penalty: 3078.554199
	Iteration 138Q: 3 clusters Score -769150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -769150.062500 Penalty: 3078.554199
	Iteration 139Q: 3 clusters Score -769150.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -769152.312500 Penalty: 3078.554199
	Iteration 140F: 3 clusters Score -769152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -769153.187500 Penalty: 3078.554199
	Iteration 141Q: 3 clusters Score -769153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -769154.875000 Penalty: 3078.554199
	Iteration 142Q: 3 clusters Score -769154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -769155.000000 Penalty: 3078.554199
	Iteration 143Q: 3 clusters Score -769155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -769155.000000 Penalty: 3078.554199
	Iteration 144Q: 3 clusters Score -769155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -769155.125000 Penalty: 3078.554199
	Iteration 145Q: 3 clusters Score -769155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -769158.312500 Penalty: 3078.554199
	Iteration 146Q: 3 clusters Score -769158.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -769160.125000 Penalty: 3078.554199
	Iteration 147Q: 3 clusters Score -769160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -769161.625000 Penalty: 3078.554199
	Iteration 148Q: 3 clusters Score -769161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -769163.875000 Penalty: 3078.554199
	Iteration 149Q: 3 clusters Score -769163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -769164.312500 Penalty: 3078.554199
	Iteration 150Q: 3 clusters Score -769164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -769165.125000 Penalty: 3078.554199
	Iteration 151Q: 3 clusters Score -769165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -769164.625000 Penalty: 3078.554199
	Iteration 152Q: 3 clusters Score -769164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -769166.125000 Penalty: 3078.554199
	Iteration 153Q: 3 clusters Score -769166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -769166.125000 Penalty: 3078.554199
	Iteration 154F: 3 clusters Score -769166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Entering Unmasked Estep 
Score: -170836.593750 Penalty: 1302.597900
	Iteration 0F: 2 clusters Score -170836.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -168163.750000 Penalty: 2605.195801
	Iteration 0F: 3 clusters Score -168163.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -168822.734375 Penalty: 2605.195801
	Iteration 1F: 3 clusters Score -168822.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -168996.218750 Penalty: 2605.195801
	Iteration 2F: 3 clusters Score -168996.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -169169.828125 Penalty: 2605.195801
	Iteration 3F: 3 clusters Score -169169.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -169319.218750 Penalty: 2605.195801
	Iteration 4F: 3 clusters Score -169319.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -169427.562500 Penalty: 2605.195801
	Iteration 5Q: 3 clusters Score -169427.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -169512.578125 Penalty: 2605.195801
	Iteration 6Q: 3 clusters Score -169512.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -169575.343750 Penalty: 2605.195801
	Iteration 7Q: 3 clusters Score -169575.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -169650.203125 Penalty: 2605.195801
	Iteration 8Q: 3 clusters Score -169650.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -169740.390625 Penalty: 2605.195801
	Iteration 9Q: 3 clusters Score -169740.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -169840.921875 Penalty: 2605.195801
	Iteration 10Q: 3 clusters Score -169840.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -169955.093750 Penalty: 2605.195801
	Iteration 11Q: 3 clusters Score -169955.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -170036.781250 Penalty: 2605.195801
	Iteration 12Q: 3 clusters Score -170036.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -170097.125000 Penalty: 2605.195801
	Iteration 13Q: 3 clusters Score -170097.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -170133.656250 Penalty: 2605.195801
	Iteration 14Q: 3 clusters Score -170133.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -170159.453125 Penalty: 2605.195801
	Iteration 15Q: 3 clusters Score -170159.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -170181.984375 Penalty: 2605.195801
	Iteration 16Q: 3 clusters Score -170182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -170201.281250 Penalty: 2605.195801
	Iteration 17Q: 3 clusters Score -170201.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -170221.140625 Penalty: 2605.195801
	Iteration 18Q: 3 clusters Score -170221.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -170242.984375 Penalty: 2605.195801
	Iteration 19Q: 3 clusters Score -170243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -170265.125000 Penalty: 2605.195801
	Iteration 20F: 3 clusters Score -170265.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -170285.078125 Penalty: 2605.195801
	Iteration 21Q: 3 clusters Score -170285.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -170301.406250 Penalty: 2605.195801
	Iteration 22Q: 3 clusters Score -170301.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -170324.453125 Penalty: 2605.195801
	Iteration 23Q: 3 clusters Score -170324.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -170357.140625 Penalty: 2605.195801
	Iteration 24Q: 3 clusters Score -170357.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -170396.937500 Penalty: 2605.195801
	Iteration 25Q: 3 clusters Score -170396.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -170425.171875 Penalty: 2605.195801
	Iteration 26Q: 3 clusters Score -170425.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -170461.078125 Penalty: 2605.195801
	Iteration 27Q: 3 clusters Score -170461.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -170516.125000 Penalty: 2605.195801
	Iteration 28Q: 3 clusters Score -170516.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -170571.656250 Penalty: 2605.195801
	Iteration 29Q: 3 clusters Score -170571.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -170599.046875 Penalty: 2605.195801
	Iteration 30Q: 3 clusters Score -170599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -170629.140625 Penalty: 2605.195801
	Iteration 31Q: 3 clusters Score -170629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -170647.546875 Penalty: 2605.195801
	Iteration 32Q: 3 clusters Score -170647.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -170662.046875 Penalty: 2605.195801
	Iteration 33Q: 3 clusters Score -170662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -170667.281250 Penalty: 2605.195801
	Iteration 34Q: 3 clusters Score -170667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -170669.437500 Penalty: 2605.195801
	Iteration 35Q: 3 clusters Score -170669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -170670.125000 Penalty: 2605.195801
	Iteration 36Q: 3 clusters Score -170670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -170670.125000 Penalty: 2605.195801
	Iteration 37F: 3 clusters Score -170670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -654698.187500 Penalty: 1515.935669
	Iteration 0F: 2 clusters Score -654698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -646828.375000 Penalty: 3031.871338
	Iteration 0F: 3 clusters Score -646828.4 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -649396.000000 Penalty: 3031.871338
	Iteration 1F: 3 clusters Score -649396 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -649697.125000 Penalty: 3031.871338
	Iteration 2F: 3 clusters Score -649697.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -649929.062500 Penalty: 3031.871338
	Iteration 3Q: 3 clusters Score -649929.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -650132.000000 Penalty: 3031.871338
	Iteration 4Q: 3 clusters Score -650132 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -650349.937500 Penalty: 3031.871338
	Iteration 5Q: 3 clusters Score -650349.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -650574.250000 Penalty: 3031.871338
	Iteration 6Q: 3 clusters Score -650574.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -650761.125000 Penalty: 3031.871338
	Iteration 7Q: 3 clusters Score -650761.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -650924.250000 Penalty: 3031.871338
	Iteration 8Q: 3 clusters Score -650924.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -651070.750000 Penalty: 3031.871338
	Iteration 9Q: 3 clusters Score -651070.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -651217.875000 Penalty: 3031.871338
	Iteration 10Q: 3 clusters Score -651217.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -651370.062500 Penalty: 3031.871338
	Iteration 11Q: 3 clusters Score -651370.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -651530.687500 Penalty: 3031.871338
	Iteration 12Q: 3 clusters Score -651530.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -651693.312500 Penalty: 3031.871338
	Iteration 13Q: 3 clusters Score -651693.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -651851.562500 Penalty: 3031.871338
	Iteration 14Q: 3 clusters Score -651851.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -652014.437500 Penalty: 3031.871338
	Iteration 15Q: 3 clusters Score -652014.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -652191.125000 Penalty: 3031.871338
	Iteration 16Q: 3 clusters Score -652191.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -652353.625000 Penalty: 3031.871338
	Iteration 17Q: 3 clusters Score -652353.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -652523.062500 Penalty: 3031.871338
	Iteration 18Q: 3 clusters Score -652523.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -652711.125000 Penalty: 3031.871338
	Iteration 19Q: 3 clusters Score -652711.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -652870.187500 Penalty: 3031.871338
	Iteration 20F: 3 clusters Score -652870.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -653001.000000 Penalty: 3031.871338
	Iteration 21Q: 3 clusters Score -653001 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -653111.500000 Penalty: 3031.871338
	Iteration 22Q: 3 clusters Score -653111.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -653222.500000 Penalty: 3031.871338
	Iteration 23Q: 3 clusters Score -653222.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -653308.875000 Penalty: 3031.871338
	Iteration 24Q: 3 clusters Score -653308.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -653382.937500 Penalty: 3031.871338
	Iteration 25Q: 3 clusters Score -653382.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -653441.750000 Penalty: 3031.871338
	Iteration 26Q: 3 clusters Score -653441.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -653479.062500 Penalty: 3031.871338
	Iteration 27Q: 3 clusters Score -653479.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -653514.562500 Penalty: 3031.871338
	Iteration 28Q: 3 clusters Score -653514.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -653543.375000 Penalty: 3031.871338
	Iteration 29Q: 3 clusters Score -653543.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -653562.500000 Penalty: 3031.871338
	Iteration 30Q: 3 clusters Score -653562.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -653569.562500 Penalty: 3031.871338
	Iteration 31Q: 3 clusters Score -653569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -653575.437500 Penalty: 3031.871338
	Iteration 32Q: 3 clusters Score -653575.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -653583.562500 Penalty: 3031.871338
	Iteration 33Q: 3 clusters Score -653583.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -653586.312500 Penalty: 3031.871338
	Iteration 34Q: 3 clusters Score -653586.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -653592.187500 Penalty: 3031.871338
	Iteration 35Q: 3 clusters Score -653592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -653595.312500 Penalty: 3031.871338
	Iteration 36Q: 3 clusters Score -653595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -653596.687500 Penalty: 3031.871338
	Iteration 37Q: 3 clusters Score -653596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -653598.750000 Penalty: 3031.871338
	Iteration 38Q: 3 clusters Score -653598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -653603.687500 Penalty: 3031.871338
	Iteration 39Q: 3 clusters Score -653603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -653606.375000 Penalty: 3031.871338
	Iteration 40F: 3 clusters Score -653606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -653607.875000 Penalty: 3031.871338
	Iteration 41Q: 3 clusters Score -653607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -653608.437500 Penalty: 3031.871338
	Iteration 42Q: 3 clusters Score -653608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -653611.000000 Penalty: 3031.871338
	Iteration 43Q: 3 clusters Score -653611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -653611.937500 Penalty: 3031.871338
	Iteration 44Q: 3 clusters Score -653611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -653612.500000 Penalty: 3031.871338
	Iteration 45Q: 3 clusters Score -653612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -653612.500000 Penalty: 3031.871338
	Iteration 46F: 3 clusters Score -653612.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -365587.843750 Penalty: 1424.361694
	Iteration 0F: 2 clusters Score -365587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -360699.781250 Penalty: 2848.723389
	Iteration 0F: 3 clusters Score -360699.8 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -362124.906250 Penalty: 2848.723389
	Iteration 1F: 3 clusters Score -362124.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -362306.281250 Penalty: 2848.723389
	Iteration 2F: 3 clusters Score -362306.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -362432.781250 Penalty: 2848.723389
	Iteration 3Q: 3 clusters Score -362432.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -362513.843750 Penalty: 2848.723389
	Iteration 4Q: 3 clusters Score -362513.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -362582.781250 Penalty: 2848.723389
	Iteration 5Q: 3 clusters Score -362582.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -362648.843750 Penalty: 2848.723389
	Iteration 6Q: 3 clusters Score -362648.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -362734.250000 Penalty: 2848.723389
	Iteration 7Q: 3 clusters Score -362734.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -362828.531250 Penalty: 2848.723389
	Iteration 8Q: 3 clusters Score -362828.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -362959.968750 Penalty: 2848.723389
	Iteration 9Q: 3 clusters Score -362960 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -363122.562500 Penalty: 2848.723389
	Iteration 10Q: 3 clusters Score -363122.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -363296.625000 Penalty: 2848.723389
	Iteration 11Q: 3 clusters Score -363296.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -363469.000000 Penalty: 2848.723389
	Iteration 12Q: 3 clusters Score -363469 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -363647.031250 Penalty: 2848.723389
	Iteration 13Q: 3 clusters Score -363647 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -363780.906250 Penalty: 2848.723389
	Iteration 14Q: 3 clusters Score -363780.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -363912.687500 Penalty: 2848.723389
	Iteration 15Q: 3 clusters Score -363912.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -364022.593750 Penalty: 2848.723389
	Iteration 16Q: 3 clusters Score -364022.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -364137.343750 Penalty: 2848.723389
	Iteration 17Q: 3 clusters Score -364137.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -364236.750000 Penalty: 2848.723389
	Iteration 18Q: 3 clusters Score -364236.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -364326.468750 Penalty: 2848.723389
	Iteration 19Q: 3 clusters Score -364326.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -364410.437500 Penalty: 2848.723389
	Iteration 20F: 3 clusters Score -364410.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -364463.437500 Penalty: 2848.723389
	Iteration 21Q: 3 clusters Score -364463.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -364496.968750 Penalty: 2848.723389
	Iteration 22Q: 3 clusters Score -364497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -364525.375000 Penalty: 2848.723389
	Iteration 23Q: 3 clusters Score -364525.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -364561.031250 Penalty: 2848.723389
	Iteration 24Q: 3 clusters Score -364561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -364590.375000 Penalty: 2848.723389
	Iteration 25Q: 3 clusters Score -364590.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -364615.906250 Penalty: 2848.723389
	Iteration 26Q: 3 clusters Score -364615.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -364640.125000 Penalty: 2848.723389
	Iteration 27Q: 3 clusters Score -364640.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -364665.406250 Penalty: 2848.723389
	Iteration 28Q: 3 clusters Score -364665.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -364684.375000 Penalty: 2848.723389
	Iteration 29Q: 3 clusters Score -364684.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -364701.843750 Penalty: 2848.723389
	Iteration 30Q: 3 clusters Score -364701.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -364717.875000 Penalty: 2848.723389
	Iteration 31Q: 3 clusters Score -364717.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -364736.156250 Penalty: 2848.723389
	Iteration 32Q: 3 clusters Score -364736.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -364758.000000 Penalty: 2848.723389
	Iteration 33Q: 3 clusters Score -364758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -364772.875000 Penalty: 2848.723389
	Iteration 34Q: 3 clusters Score -364772.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -364786.375000 Penalty: 2848.723389
	Iteration 35Q: 3 clusters Score -364786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -364793.093750 Penalty: 2848.723389
	Iteration 36Q: 3 clusters Score -364793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -364796.125000 Penalty: 2848.723389
	Iteration 37Q: 3 clusters Score -364796.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -364798.187500 Penalty: 2848.723389
	Iteration 38Q: 3 clusters Score -364798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -364802.250000 Penalty: 2848.723389
	Iteration 39Q: 3 clusters Score -364802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -364803.562500 Penalty: 2848.723389
	Iteration 40F: 3 clusters Score -364803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -364804.093750 Penalty: 2848.723389
	Iteration 41Q: 3 clusters Score -364804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364805.968750 Penalty: 2848.723389
	Iteration 42Q: 3 clusters Score -364806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -364806.406250 Penalty: 2848.723389
	Iteration 43Q: 3 clusters Score -364806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -364807.468750 Penalty: 2848.723389
	Iteration 44Q: 3 clusters Score -364807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -364807.625000 Penalty: 2848.723389
	Iteration 45Q: 3 clusters Score -364807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364807.187500 Penalty: 2848.723389
	Iteration 46Q: 3 clusters Score -364807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -364807.062500 Penalty: 2848.723389
	Iteration 47Q: 3 clusters Score -364807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -364807.062500 Penalty: 2848.723389
	Iteration 48F: 3 clusters Score -364807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -198053.281250 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -198053.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -195071.906250 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -195071.9 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -195897.296875 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -195897.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -196084.156250 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -196084.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -196200.718750 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -196200.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -196279.546875 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -196279.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -196323.890625 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -196323.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -196361.171875 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -196361.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -196397.171875 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -196397.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -196428.203125 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -196428.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -196458.281250 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -196458.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -196492.062500 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -196492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -196523.031250 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -196523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -196562.250000 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -196562.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -196614.546875 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -196614.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -196661.656250 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -196661.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -196720.640625 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -196720.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -196794.609375 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -196794.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -196844.921875 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -196844.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -196887.718750 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -196887.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -196920.625000 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -196920.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -196949.812500 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -196949.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -196974.187500 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -196974.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -196997.640625 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -196997.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -197021.859375 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -197021.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -197040.671875 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -197040.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -197062.218750 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -197062.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -197083.250000 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -197083.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -197099.875000 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -197099.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -197112.109375 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -197112.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -197118.390625 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -197118.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -197124.375000 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -197124.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -197129.593750 Penalty: 2641.790039
	Iteration 31Q: 3 clusters Score -197129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -197132.578125 Penalty: 2641.790039
	Iteration 32Q: 3 clusters Score -197132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -197135.437500 Penalty: 2641.790039
	Iteration 33Q: 3 clusters Score -197135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -197138.187500 Penalty: 2641.790039
	Iteration 34Q: 3 clusters Score -197138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -197139.625000 Penalty: 2641.790039
	Iteration 35Q: 3 clusters Score -197139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -197140.562500 Penalty: 2641.790039
	Iteration 36Q: 3 clusters Score -197140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -197140.703125 Penalty: 2641.790039
	Iteration 37Q: 3 clusters Score -197140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -197141.484375 Penalty: 2641.790039
	Iteration 38Q: 3 clusters Score -197141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -197141.843750 Penalty: 2641.790039
	Iteration 39Q: 3 clusters Score -197141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -197141.843750 Penalty: 2641.790039
	Iteration 40F: 3 clusters Score -197141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -158751.406250 Penalty: 1288.307495
	Iteration 0F: 2 clusters Score -158751.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -156163.171875 Penalty: 2576.614990
	Iteration 0F: 3 clusters Score -156163.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -156781.093750 Penalty: 2576.614990
	Iteration 1F: 3 clusters Score -156781.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -156889.640625 Penalty: 2576.614990
	Iteration 2F: 3 clusters Score -156889.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -156947.656250 Penalty: 2576.614990
	Iteration 3Q: 3 clusters Score -156947.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -156980.875000 Penalty: 2576.614990
	Iteration 4Q: 3 clusters Score -156980.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -157003.109375 Penalty: 2576.614990
	Iteration 5Q: 3 clusters Score -157003.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -157020.312500 Penalty: 2576.614990
	Iteration 6Q: 3 clusters Score -157020.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -157037.671875 Penalty: 2576.614990
	Iteration 7Q: 3 clusters Score -157037.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -157049.500000 Penalty: 2576.614990
	Iteration 8Q: 3 clusters Score -157049.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -157057.718750 Penalty: 2576.614990
	Iteration 9Q: 3 clusters Score -157057.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -157063.453125 Penalty: 2576.614990
	Iteration 10Q: 3 clusters Score -157063.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -157069.296875 Penalty: 2576.614990
	Iteration 11Q: 3 clusters Score -157069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -157075.281250 Penalty: 2576.614990
	Iteration 12Q: 3 clusters Score -157075.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -157083.734375 Penalty: 2576.614990
	Iteration 13Q: 3 clusters Score -157083.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -157087.921875 Penalty: 2576.614990
	Iteration 14Q: 3 clusters Score -157087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -157092.281250 Penalty: 2576.614990
	Iteration 15Q: 3 clusters Score -157092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -157096.140625 Penalty: 2576.614990
	Iteration 16Q: 3 clusters Score -157096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -157099.750000 Penalty: 2576.614990
	Iteration 17Q: 3 clusters Score -157099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -157102.937500 Penalty: 2576.614990
	Iteration 18Q: 3 clusters Score -157102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -157105.781250 Penalty: 2576.614990
	Iteration 19Q: 3 clusters Score -157105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -157107.937500 Penalty: 2576.614990
	Iteration 20F: 3 clusters Score -157107.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -157110.062500 Penalty: 2576.614990
	Iteration 21Q: 3 clusters Score -157110.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -157113.046875 Penalty: 2576.614990
	Iteration 22Q: 3 clusters Score -157113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -157117.421875 Penalty: 2576.614990
	Iteration 23Q: 3 clusters Score -157117.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -157124.265625 Penalty: 2576.614990
	Iteration 24Q: 3 clusters Score -157124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -157128.406250 Penalty: 2576.614990
	Iteration 25Q: 3 clusters Score -157128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -157132.578125 Penalty: 2576.614990
	Iteration 26Q: 3 clusters Score -157132.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -157136.109375 Penalty: 2576.614990
	Iteration 27Q: 3 clusters Score -157136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -157142.484375 Penalty: 2576.614990
	Iteration 28Q: 3 clusters Score -157142.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -157146.390625 Penalty: 2576.614990
	Iteration 29Q: 3 clusters Score -157146.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -157151.796875 Penalty: 2576.614990
	Iteration 30Q: 3 clusters Score -157151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -157157.187500 Penalty: 2576.614990
	Iteration 31Q: 3 clusters Score -157157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -157161.437500 Penalty: 2576.614990
	Iteration 32Q: 3 clusters Score -157161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -157163.828125 Penalty: 2576.614990
	Iteration 33Q: 3 clusters Score -157163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -157164.781250 Penalty: 2576.614990
	Iteration 34Q: 3 clusters Score -157164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -157166.562500 Penalty: 2576.614990
	Iteration 35Q: 3 clusters Score -157166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -157169.093750 Penalty: 2576.614990
	Iteration 36Q: 3 clusters Score -157169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -157170.796875 Penalty: 2576.614990
	Iteration 37Q: 3 clusters Score -157170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -157172.750000 Penalty: 2576.614990
	Iteration 38Q: 3 clusters Score -157172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -157175.984375 Penalty: 2576.614990
	Iteration 39Q: 3 clusters Score -157176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -157179.406250 Penalty: 2576.614990
	Iteration 40F: 3 clusters Score -157179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -157183.328125 Penalty: 2576.614990
	Iteration 41Q: 3 clusters Score -157183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -157189.546875 Penalty: 2576.614990
	Iteration 42Q: 3 clusters Score -157189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -157195.343750 Penalty: 2576.614990
	Iteration 43Q: 3 clusters Score -157195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -157200.765625 Penalty: 2576.614990
	Iteration 44Q: 3 clusters Score -157200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -157206.750000 Penalty: 2576.614990
	Iteration 45Q: 3 clusters Score -157206.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -157216.406250 Penalty: 2576.614990
	Iteration 46Q: 3 clusters Score -157216.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -157229.562500 Penalty: 2576.614990
	Iteration 47Q: 3 clusters Score -157229.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -157249.625000 Penalty: 2576.614990
	Iteration 48Q: 3 clusters Score -157249.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -157263.265625 Penalty: 2576.614990
	Iteration 49Q: 3 clusters Score -157263.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -157277.453125 Penalty: 2576.614990
	Iteration 50Q: 3 clusters Score -157277.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -157292.656250 Penalty: 2576.614990
	Iteration 51Q: 3 clusters Score -157292.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -157307.437500 Penalty: 2576.614990
	Iteration 52Q: 3 clusters Score -157307.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -157328.171875 Penalty: 2576.614990
	Iteration 53Q: 3 clusters Score -157328.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -157349.390625 Penalty: 2576.614990
	Iteration 54Q: 3 clusters Score -157349.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -157377.640625 Penalty: 2576.614990
	Iteration 55Q: 3 clusters Score -157377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -157405.046875 Penalty: 2576.614990
	Iteration 56Q: 3 clusters Score -157405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -157426.109375 Penalty: 2576.614990
	Iteration 57Q: 3 clusters Score -157426.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -157451.828125 Penalty: 2576.614990
	Iteration 58Q: 3 clusters Score -157451.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -157465.812500 Penalty: 2576.614990
	Iteration 59Q: 3 clusters Score -157465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -157471.546875 Penalty: 2576.614990
	Iteration 60F: 3 clusters Score -157471.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -157477.468750 Penalty: 2576.614990
	Iteration 61Q: 3 clusters Score -157477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -157482.390625 Penalty: 2576.614990
	Iteration 62Q: 3 clusters Score -157482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -157486.578125 Penalty: 2576.614990
	Iteration 63Q: 3 clusters Score -157486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -157491.921875 Penalty: 2576.614990
	Iteration 64Q: 3 clusters Score -157491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -157500.281250 Penalty: 2576.614990
	Iteration 65Q: 3 clusters Score -157500.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -157513.453125 Penalty: 2576.614990
	Iteration 66Q: 3 clusters Score -157513.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -157528.187500 Penalty: 2576.614990
	Iteration 67Q: 3 clusters Score -157528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -157539.781250 Penalty: 2576.614990
	Iteration 68Q: 3 clusters Score -157539.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -157553.515625 Penalty: 2576.614990
	Iteration 69Q: 3 clusters Score -157553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -157557.656250 Penalty: 2576.614990
	Iteration 70Q: 3 clusters Score -157557.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -157562.781250 Penalty: 2576.614990
	Iteration 71Q: 3 clusters Score -157562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -157564.671875 Penalty: 2576.614990
	Iteration 72Q: 3 clusters Score -157564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -157565.656250 Penalty: 2576.614990
	Iteration 73Q: 3 clusters Score -157565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -157565.859375 Penalty: 2576.614990
	Iteration 74Q: 3 clusters Score -157565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -157566.859375 Penalty: 2576.614990
	Iteration 75Q: 3 clusters Score -157566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -157566.859375 Penalty: 2576.614990
	Iteration 76F: 3 clusters Score -157566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -61913.191406 Penalty: 1147.466919
	Iteration 0F: 2 clusters Score -61913.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60404.800781 Penalty: 2294.933838
	Iteration 0F: 3 clusters Score -60404.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60757.937500 Penalty: 2294.933838
	Iteration 1F: 3 clusters Score -60757.94 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -60869.394531 Penalty: 2294.933838
	Iteration 2F: 3 clusters Score -60869.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60924.882812 Penalty: 2294.933838
	Iteration 3Q: 3 clusters Score -60924.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60957.015625 Penalty: 2294.933838
	Iteration 4Q: 3 clusters Score -60957.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60981.753906 Penalty: 2294.933838
	Iteration 5Q: 3 clusters Score -60981.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -60998.328125 Penalty: 2294.933838
	Iteration 6Q: 3 clusters Score -60998.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61018.437500 Penalty: 2294.933838
	Iteration 7Q: 3 clusters Score -61018.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -61035.847656 Penalty: 2294.933838
	Iteration 8Q: 3 clusters Score -61035.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61045.773438 Penalty: 2294.933838
	Iteration 9Q: 3 clusters Score -61045.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -61055.902344 Penalty: 2294.933838
	Iteration 10Q: 3 clusters Score -61055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61064.769531 Penalty: 2294.933838
	Iteration 11Q: 3 clusters Score -61064.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61073.921875 Penalty: 2294.933838
	Iteration 12Q: 3 clusters Score -61073.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61084.855469 Penalty: 2294.933838
	Iteration 13Q: 3 clusters Score -61084.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61093.246094 Penalty: 2294.933838
	Iteration 14Q: 3 clusters Score -61093.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61097.167969 Penalty: 2294.933838
	Iteration 15Q: 3 clusters Score -61097.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61097.757812 Penalty: 2294.933838
	Iteration 16Q: 3 clusters Score -61097.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61100.320312 Penalty: 2294.933838
	Iteration 17Q: 3 clusters Score -61100.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61101.769531 Penalty: 2294.933838
	Iteration 18Q: 3 clusters Score -61101.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61102.863281 Penalty: 2294.933838
	Iteration 19Q: 3 clusters Score -61102.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61105.062500 Penalty: 2294.933838
	Iteration 20F: 3 clusters Score -61105.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -26161.822266 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -26161.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25049.535156 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -25049.54 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25256.919922 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -25256.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25360.960938 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -25360.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25457.750000 Penalty: 2047.755493
	Iteration 3F: 3 clusters Score -25457.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25592.425781 Penalty: 2047.755493
	Iteration 4F: 3 clusters Score -25592.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25763.054688 Penalty: 2047.755493
	Iteration 5F: 3 clusters Score -25763.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25966.626953 Penalty: 2047.755493
	Iteration 6F: 3 clusters Score -25966.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26151.916016 Penalty: 2047.755493
	Iteration 7F: 3 clusters Score -26151.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26333.576172 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -26333.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26427.761719 Penalty: 2047.755493
	Iteration 9Q: 3 clusters Score -26427.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -26459.365234 Penalty: 2047.755493
	Iteration 10Q: 3 clusters Score -26459.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26466.363281 Penalty: 2047.755493
	Iteration 11Q: 3 clusters Score -26466.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26472.728516 Penalty: 2047.755493
	Iteration 12F: 3 clusters Score -26472.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26513.214844 Penalty: 2047.755493
	Iteration 13Q: 3 clusters Score -26513.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26514.060547 Penalty: 2047.755493
	Iteration 14F: 3 clusters Score -26514.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26541.306641 Penalty: 2047.755493
	Iteration 15Q: 3 clusters Score -26541.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26590.564453 Penalty: 2047.755493
	Iteration 16Q: 3 clusters Score -26590.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26698.253906 Penalty: 2047.755493
	Iteration 17Q: 3 clusters Score -26698.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26702.607422 Penalty: 2047.755493
	Iteration 18Q: 3 clusters Score -26702.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26702.607422 Penalty: 2047.755493
	Iteration 19F: 3 clusters Score -26702.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 285 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 2319 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 260 members 
Entering Unmasked Estep 
Score: -12708241.000000 Penalty: 84375.257812
Splitting cluster 13 changes total score from -12708685.000000 to -12708241.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Entering Unmasked Estep 
Score: -593125.937500 Penalty: 1491.445679
	Iteration 0F: 2 clusters Score -593125.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -586235.312500 Penalty: 2982.891357
	Iteration 0F: 3 clusters Score -586235.3 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -588503.625000 Penalty: 2982.891357
	Iteration 1F: 3 clusters Score -588503.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -588769.250000 Penalty: 2982.891357
	Iteration 2F: 3 clusters Score -588769.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -588959.000000 Penalty: 2982.891357
	Iteration 3Q: 3 clusters Score -588959 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -589122.625000 Penalty: 2982.891357
	Iteration 4Q: 3 clusters Score -589122.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -589286.875000 Penalty: 2982.891357
	Iteration 5Q: 3 clusters Score -589286.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -589461.187500 Penalty: 2982.891357
	Iteration 6Q: 3 clusters Score -589461.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -589603.625000 Penalty: 2982.891357
	Iteration 7Q: 3 clusters Score -589603.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -589765.687500 Penalty: 2982.891357
	Iteration 8Q: 3 clusters Score -589765.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -589947.562500 Penalty: 2982.891357
	Iteration 9Q: 3 clusters Score -589947.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -590136.312500 Penalty: 2982.891357
	Iteration 10Q: 3 clusters Score -590136.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -590322.250000 Penalty: 2982.891357
	Iteration 11Q: 3 clusters Score -590322.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -590519.500000 Penalty: 2982.891357
	Iteration 12Q: 3 clusters Score -590519.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -590667.312500 Penalty: 2982.891357
	Iteration 13Q: 3 clusters Score -590667.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -590765.562500 Penalty: 2982.891357
	Iteration 14Q: 3 clusters Score -590765.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -590842.062500 Penalty: 2982.891357
	Iteration 15Q: 3 clusters Score -590842.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -590901.437500 Penalty: 2982.891357
	Iteration 16Q: 3 clusters Score -590901.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -590959.312500 Penalty: 2982.891357
	Iteration 17Q: 3 clusters Score -590959.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -591013.000000 Penalty: 2982.891357
	Iteration 18Q: 3 clusters Score -591013 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -591063.000000 Penalty: 2982.891357
	Iteration 19Q: 3 clusters Score -591063 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -591112.562500 Penalty: 2982.891357
	Iteration 20F: 3 clusters Score -591112.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -591159.875000 Penalty: 2982.891357
	Iteration 21Q: 3 clusters Score -591159.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -591210.937500 Penalty: 2982.891357
	Iteration 22Q: 3 clusters Score -591210.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -591272.750000 Penalty: 2982.891357
	Iteration 23Q: 3 clusters Score -591272.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -591341.250000 Penalty: 2982.891357
	Iteration 24Q: 3 clusters Score -591341.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -591401.437500 Penalty: 2982.891357
	Iteration 25Q: 3 clusters Score -591401.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -591463.687500 Penalty: 2982.891357
	Iteration 26Q: 3 clusters Score -591463.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -591522.812500 Penalty: 2982.891357
	Iteration 27Q: 3 clusters Score -591522.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -591585.312500 Penalty: 2982.891357
	Iteration 28Q: 3 clusters Score -591585.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -591642.000000 Penalty: 2982.891357
	Iteration 29Q: 3 clusters Score -591642 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -591696.750000 Penalty: 2982.891357
	Iteration 30Q: 3 clusters Score -591696.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -591750.000000 Penalty: 2982.891357
	Iteration 31Q: 3 clusters Score -591750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -591779.000000 Penalty: 2982.891357
	Iteration 32Q: 3 clusters Score -591779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -591796.750000 Penalty: 2982.891357
	Iteration 33Q: 3 clusters Score -591796.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -591809.375000 Penalty: 2982.891357
	Iteration 34Q: 3 clusters Score -591809.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -591821.375000 Penalty: 2982.891357
	Iteration 35Q: 3 clusters Score -591821.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -591826.875000 Penalty: 2982.891357
	Iteration 36Q: 3 clusters Score -591826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -591837.437500 Penalty: 2982.891357
	Iteration 37Q: 3 clusters Score -591837.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -591847.750000 Penalty: 2982.891357
	Iteration 38Q: 3 clusters Score -591847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -591859.562500 Penalty: 2982.891357
	Iteration 39Q: 3 clusters Score -591859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -591873.437500 Penalty: 2982.891357
	Iteration 40F: 3 clusters Score -591873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -591889.375000 Penalty: 2982.891357
	Iteration 41Q: 3 clusters Score -591889.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -591912.875000 Penalty: 2982.891357
	Iteration 42Q: 3 clusters Score -591912.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -591928.812500 Penalty: 2982.891357
	Iteration 43Q: 3 clusters Score -591928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -591940.187500 Penalty: 2982.891357
	Iteration 44Q: 3 clusters Score -591940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -591951.750000 Penalty: 2982.891357
	Iteration 45Q: 3 clusters Score -591951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -591958.687500 Penalty: 2982.891357
	Iteration 46Q: 3 clusters Score -591958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -591962.562500 Penalty: 2982.891357
	Iteration 47Q: 3 clusters Score -591962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -591965.125000 Penalty: 2982.891357
	Iteration 48Q: 3 clusters Score -591965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -591965.250000 Penalty: 2982.891357
	Iteration 49Q: 3 clusters Score -591965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -591966.437500 Penalty: 2982.891357
	Iteration 50Q: 3 clusters Score -591966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -591967.875000 Penalty: 2982.891357
	Iteration 51Q: 3 clusters Score -591967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -591970.375000 Penalty: 2982.891357
	Iteration 52Q: 3 clusters Score -591970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -591972.812500 Penalty: 2982.891357
	Iteration 53Q: 3 clusters Score -591972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -591976.312500 Penalty: 2982.891357
	Iteration 54Q: 3 clusters Score -591976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -591979.437500 Penalty: 2982.891357
	Iteration 55Q: 3 clusters Score -591979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -591983.625000 Penalty: 2982.891357
	Iteration 56Q: 3 clusters Score -591983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -591986.187500 Penalty: 2982.891357
	Iteration 57Q: 3 clusters Score -591986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -591988.312500 Penalty: 2982.891357
	Iteration 58Q: 3 clusters Score -591988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -591988.750000 Penalty: 2982.891357
	Iteration 59Q: 3 clusters Score -591988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -591988.750000 Penalty: 2982.891357
	Iteration 60F: 3 clusters Score -591988.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -27822.025391 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -27822.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26681.482422 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -26681.48 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26885.320312 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -26885.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27000.845703 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -27000.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27093.484375 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -27093.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27163.779297 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -27163.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27188.236328 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -27188.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -27202.041016 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -27202.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27216.234375 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -27216.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27234.904297 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -27234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27245.894531 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -27245.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27253.804688 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -27253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27269.046875 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -27269.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27276.345703 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -27276.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27276.783203 Penalty: 2069.660645
	Iteration 13Q: 3 clusters Score -27276.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -27276.783203 Penalty: 2069.660645
	Iteration 14F: 3 clusters Score -27276.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -328084.593750 Penalty: 1403.299072
	Iteration 0F: 2 clusters Score -328084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -323690.031250 Penalty: 2806.598145
	Iteration 0F: 3 clusters Score -323690 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -324939.156250 Penalty: 2806.598145
	Iteration 1F: 3 clusters Score -324939.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -325175.968750 Penalty: 2806.598145
	Iteration 2F: 3 clusters Score -325176 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -325394.468750 Penalty: 2806.598145
	Iteration 3F: 3 clusters Score -325394.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -325608.250000 Penalty: 2806.598145
	Iteration 4F: 3 clusters Score -325608.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -325848.875000 Penalty: 2806.598145
	Iteration 5F: 3 clusters Score -325848.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -326087.218750 Penalty: 2806.598145
	Iteration 6F: 3 clusters Score -326087.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -326303.781250 Penalty: 2806.598145
	Iteration 7F: 3 clusters Score -326303.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -326488.156250 Penalty: 2806.598145
	Iteration 8Q: 3 clusters Score -326488.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -326609.500000 Penalty: 2806.598145
	Iteration 9Q: 3 clusters Score -326609.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -326670.875000 Penalty: 2806.598145
	Iteration 10Q: 3 clusters Score -326670.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -326703.593750 Penalty: 2806.598145
	Iteration 11Q: 3 clusters Score -326703.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -326725.187500 Penalty: 2806.598145
	Iteration 12Q: 3 clusters Score -326725.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -326745.062500 Penalty: 2806.598145
	Iteration 13Q: 3 clusters Score -326745.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -326768.343750 Penalty: 2806.598145
	Iteration 14Q: 3 clusters Score -326768.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -326784.218750 Penalty: 2806.598145
	Iteration 15Q: 3 clusters Score -326784.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -326793.625000 Penalty: 2806.598145
	Iteration 16Q: 3 clusters Score -326793.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -326804.375000 Penalty: 2806.598145
	Iteration 17Q: 3 clusters Score -326804.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -326815.375000 Penalty: 2806.598145
	Iteration 18Q: 3 clusters Score -326815.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -326822.468750 Penalty: 2806.598145
	Iteration 19Q: 3 clusters Score -326822.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -326830.625000 Penalty: 2806.598145
	Iteration 20F: 3 clusters Score -326830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -326839.281250 Penalty: 2806.598145
	Iteration 21Q: 3 clusters Score -326839.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -326846.625000 Penalty: 2806.598145
	Iteration 22Q: 3 clusters Score -326846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -326851.312500 Penalty: 2806.598145
	Iteration 23Q: 3 clusters Score -326851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -326853.312500 Penalty: 2806.598145
	Iteration 24Q: 3 clusters Score -326853.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -326855.312500 Penalty: 2806.598145
	Iteration 25Q: 3 clusters Score -326855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -326856.875000 Penalty: 2806.598145
	Iteration 26Q: 3 clusters Score -326856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -326857.281250 Penalty: 2806.598145
	Iteration 27Q: 3 clusters Score -326857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -326858.656250 Penalty: 2806.598145
	Iteration 28Q: 3 clusters Score -326858.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -326858.250000 Penalty: 2806.598145
	Iteration 29Q: 3 clusters Score -326858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -326858.937500 Penalty: 2806.598145
	Iteration 30Q: 3 clusters Score -326858.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -326858.937500 Penalty: 2806.598145
	Iteration 31F: 3 clusters Score -326858.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -489012.875000 Penalty: 1470.519287
	Iteration 0F: 2 clusters Score -489012.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -482783.781250 Penalty: 2941.038574
	Iteration 0F: 3 clusters Score -482783.8 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -484911.531250 Penalty: 2941.038574
	Iteration 1F: 3 clusters Score -484911.5 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -485332.250000 Penalty: 2941.038574
	Iteration 2F: 3 clusters Score -485332.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -485661.218750 Penalty: 2941.038574
	Iteration 3F: 3 clusters Score -485661.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -485868.781250 Penalty: 2941.038574
	Iteration 4F: 3 clusters Score -485868.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -486024.031250 Penalty: 2941.038574
	Iteration 5Q: 3 clusters Score -486024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -486142.125000 Penalty: 2941.038574
	Iteration 6Q: 3 clusters Score -486142.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -486256.500000 Penalty: 2941.038574
	Iteration 7Q: 3 clusters Score -486256.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -486353.843750 Penalty: 2941.038574
	Iteration 8Q: 3 clusters Score -486353.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -486449.968750 Penalty: 2941.038574
	Iteration 9Q: 3 clusters Score -486450 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -486545.343750 Penalty: 2941.038574
	Iteration 10Q: 3 clusters Score -486545.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -486656.468750 Penalty: 2941.038574
	Iteration 11Q: 3 clusters Score -486656.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -486757.937500 Penalty: 2941.038574
	Iteration 12Q: 3 clusters Score -486757.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -486858.187500 Penalty: 2941.038574
	Iteration 13Q: 3 clusters Score -486858.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -486942.687500 Penalty: 2941.038574
	Iteration 14Q: 3 clusters Score -486942.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -487043.250000 Penalty: 2941.038574
	Iteration 15Q: 3 clusters Score -487043.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -487143.000000 Penalty: 2941.038574
	Iteration 16Q: 3 clusters Score -487143 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -487260.718750 Penalty: 2941.038574
	Iteration 17Q: 3 clusters Score -487260.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -487369.312500 Penalty: 2941.038574
	Iteration 18Q: 3 clusters Score -487369.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -487460.187500 Penalty: 2941.038574
	Iteration 19Q: 3 clusters Score -487460.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -487544.250000 Penalty: 2941.038574
	Iteration 20F: 3 clusters Score -487544.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -487646.187500 Penalty: 2941.038574
	Iteration 21Q: 3 clusters Score -487646.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -487749.750000 Penalty: 2941.038574
	Iteration 22Q: 3 clusters Score -487749.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -487857.937500 Penalty: 2941.038574
	Iteration 23Q: 3 clusters Score -487857.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -487936.562500 Penalty: 2941.038574
	Iteration 24Q: 3 clusters Score -487936.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -487997.062500 Penalty: 2941.038574
	Iteration 25Q: 3 clusters Score -487997.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -488040.312500 Penalty: 2941.038574
	Iteration 26Q: 3 clusters Score -488040.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -488070.968750 Penalty: 2941.038574
	Iteration 27Q: 3 clusters Score -488071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -488098.218750 Penalty: 2941.038574
	Iteration 28Q: 3 clusters Score -488098.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -488119.187500 Penalty: 2941.038574
	Iteration 29Q: 3 clusters Score -488119.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -488138.031250 Penalty: 2941.038574
	Iteration 30Q: 3 clusters Score -488138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -488153.562500 Penalty: 2941.038574
	Iteration 31Q: 3 clusters Score -488153.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -488161.093750 Penalty: 2941.038574
	Iteration 32Q: 3 clusters Score -488161.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -488166.875000 Penalty: 2941.038574
	Iteration 33Q: 3 clusters Score -488166.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -488174.250000 Penalty: 2941.038574
	Iteration 34Q: 3 clusters Score -488174.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -488179.687500 Penalty: 2941.038574
	Iteration 35Q: 3 clusters Score -488179.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -488185.125000 Penalty: 2941.038574
	Iteration 36Q: 3 clusters Score -488185.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -488190.718750 Penalty: 2941.038574
	Iteration 37Q: 3 clusters Score -488190.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -488196.281250 Penalty: 2941.038574
	Iteration 38Q: 3 clusters Score -488196.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -488207.562500 Penalty: 2941.038574
	Iteration 39Q: 3 clusters Score -488207.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -488215.250000 Penalty: 2941.038574
	Iteration 40F: 3 clusters Score -488215.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -488220.187500 Penalty: 2941.038574
	Iteration 41Q: 3 clusters Score -488220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -488223.625000 Penalty: 2941.038574
	Iteration 42Q: 3 clusters Score -488223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -488228.281250 Penalty: 2941.038574
	Iteration 43Q: 3 clusters Score -488228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -488232.125000 Penalty: 2941.038574
	Iteration 44Q: 3 clusters Score -488232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -488232.093750 Penalty: 2941.038574
	Iteration 45Q: 3 clusters Score -488232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -488235.875000 Penalty: 2941.038574
	Iteration 46Q: 3 clusters Score -488235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -488237.531250 Penalty: 2941.038574
	Iteration 47Q: 3 clusters Score -488237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -488237.656250 Penalty: 2941.038574
	Iteration 48Q: 3 clusters Score -488237.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -488240.250000 Penalty: 2941.038574
	Iteration 49Q: 3 clusters Score -488240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -488240.156250 Penalty: 2941.038574
	Iteration 50Q: 3 clusters Score -488240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -488241.750000 Penalty: 2941.038574
	Iteration 51Q: 3 clusters Score -488241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -488241.593750 Penalty: 2941.038574
	Iteration 52Q: 3 clusters Score -488241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -488242.250000 Penalty: 2941.038574
	Iteration 53Q: 3 clusters Score -488242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -488242.781250 Penalty: 2941.038574
	Iteration 54Q: 3 clusters Score -488242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -488244.500000 Penalty: 2941.038574
	Iteration 55Q: 3 clusters Score -488244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -488244.781250 Penalty: 2941.038574
	Iteration 56Q: 3 clusters Score -488244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -488245.062500 Penalty: 2941.038574
	Iteration 57Q: 3 clusters Score -488245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -488245.843750 Penalty: 2941.038574
	Iteration 58Q: 3 clusters Score -488245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -488246.125000 Penalty: 2941.038574
	Iteration 59Q: 3 clusters Score -488246.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -488246.125000 Penalty: 2941.038574
	Iteration 60F: 3 clusters Score -488246.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Entering Unmasked Estep 
Score: -223589.953125 Penalty: 1347.742432
	Iteration 0F: 2 clusters Score -223590 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 2023 members 
Entering Unmasked Estep 
Score: -220329.281250 Penalty: 2695.484863
	Iteration 0F: 3 clusters Score -220329.3 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -221293.906250 Penalty: 2695.484863
	Iteration 1F: 3 clusters Score -221293.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -221640.109375 Penalty: 2695.484863
	Iteration 2F: 3 clusters Score -221640.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -221971.515625 Penalty: 2695.484863
	Iteration 3F: 3 clusters Score -221971.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -222346.453125 Penalty: 2695.484863
	Iteration 4F: 3 clusters Score -222346.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -222669.203125 Penalty: 2695.484863
	Iteration 5F: 3 clusters Score -222669.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -222888.156250 Penalty: 2695.484863
	Iteration 6F: 3 clusters Score -222888.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -223011.781250 Penalty: 2695.484863
	Iteration 7Q: 3 clusters Score -223011.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -223066.421875 Penalty: 2695.484863
	Iteration 8Q: 3 clusters Score -223066.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -223090.437500 Penalty: 2695.484863
	Iteration 9Q: 3 clusters Score -223090.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -223104.875000 Penalty: 2695.484863
	Iteration 10Q: 3 clusters Score -223104.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -223119.187500 Penalty: 2695.484863
	Iteration 11Q: 3 clusters Score -223119.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -223124.906250 Penalty: 2695.484863
	Iteration 12Q: 3 clusters Score -223124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -223127.546875 Penalty: 2695.484863
	Iteration 13Q: 3 clusters Score -223127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -223130.078125 Penalty: 2695.484863
	Iteration 14Q: 3 clusters Score -223130.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -223133.218750 Penalty: 2695.484863
	Iteration 15Q: 3 clusters Score -223133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -223137.718750 Penalty: 2695.484863
	Iteration 16Q: 3 clusters Score -223137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -223139.140625 Penalty: 2695.484863
	Iteration 17Q: 3 clusters Score -223139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -223140.281250 Penalty: 2695.484863
	Iteration 18Q: 3 clusters Score -223140.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -223140.375000 Penalty: 2695.484863
	Iteration 19Q: 3 clusters Score -223140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -223141.000000 Penalty: 2695.484863
	Iteration 20F: 3 clusters Score -223141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -147773.390625 Penalty: 1278.963989
	Iteration 0F: 2 clusters Score -147773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -145339.078125 Penalty: 2557.927979
	Iteration 0F: 3 clusters Score -145339.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -145894.656250 Penalty: 2557.927979
	Iteration 1F: 3 clusters Score -145894.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -146028.406250 Penalty: 2557.927979
	Iteration 2F: 3 clusters Score -146028.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -146116.875000 Penalty: 2557.927979
	Iteration 3Q: 3 clusters Score -146116.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -146181.703125 Penalty: 2557.927979
	Iteration 4Q: 3 clusters Score -146181.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -146224.390625 Penalty: 2557.927979
	Iteration 5Q: 3 clusters Score -146224.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -146257.046875 Penalty: 2557.927979
	Iteration 6Q: 3 clusters Score -146257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146274.140625 Penalty: 2557.927979
	Iteration 7Q: 3 clusters Score -146274.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -146288.921875 Penalty: 2557.927979
	Iteration 8Q: 3 clusters Score -146288.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -146299.203125 Penalty: 2557.927979
	Iteration 9Q: 3 clusters Score -146299.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146317.531250 Penalty: 2557.927979
	Iteration 10Q: 3 clusters Score -146317.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -146341.406250 Penalty: 2557.927979
	Iteration 11Q: 3 clusters Score -146341.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -146363.484375 Penalty: 2557.927979
	Iteration 12Q: 3 clusters Score -146363.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -146379.750000 Penalty: 2557.927979
	Iteration 13Q: 3 clusters Score -146379.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -146391.546875 Penalty: 2557.927979
	Iteration 14Q: 3 clusters Score -146391.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -146401.562500 Penalty: 2557.927979
	Iteration 15Q: 3 clusters Score -146401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -146415.921875 Penalty: 2557.927979
	Iteration 16Q: 3 clusters Score -146415.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -146432.406250 Penalty: 2557.927979
	Iteration 17Q: 3 clusters Score -146432.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -146451.921875 Penalty: 2557.927979
	Iteration 18Q: 3 clusters Score -146451.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -146475.218750 Penalty: 2557.927979
	Iteration 19Q: 3 clusters Score -146475.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -146493.484375 Penalty: 2557.927979
	Iteration 20F: 3 clusters Score -146493.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -146525.437500 Penalty: 2557.927979
	Iteration 21Q: 3 clusters Score -146525.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -146564.984375 Penalty: 2557.927979
	Iteration 22Q: 3 clusters Score -146565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146594.406250 Penalty: 2557.927979
	Iteration 23Q: 3 clusters Score -146594.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -146616.625000 Penalty: 2557.927979
	Iteration 24Q: 3 clusters Score -146616.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -146637.062500 Penalty: 2557.927979
	Iteration 25Q: 3 clusters Score -146637.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -146650.312500 Penalty: 2557.927979
	Iteration 26Q: 3 clusters Score -146650.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -146658.750000 Penalty: 2557.927979
	Iteration 27Q: 3 clusters Score -146658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -146663.312500 Penalty: 2557.927979
	Iteration 28Q: 3 clusters Score -146663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -146667.156250 Penalty: 2557.927979
	Iteration 29Q: 3 clusters Score -146667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -146672.312500 Penalty: 2557.927979
	Iteration 30Q: 3 clusters Score -146672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -146679.281250 Penalty: 2557.927979
	Iteration 31Q: 3 clusters Score -146679.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -146689.484375 Penalty: 2557.927979
	Iteration 32Q: 3 clusters Score -146689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146695.687500 Penalty: 2557.927979
	Iteration 33Q: 3 clusters Score -146695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -146701.359375 Penalty: 2557.927979
	Iteration 34Q: 3 clusters Score -146701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -146705.234375 Penalty: 2557.927979
	Iteration 35Q: 3 clusters Score -146705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -146709.312500 Penalty: 2557.927979
	Iteration 36Q: 3 clusters Score -146709.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146716.468750 Penalty: 2557.927979
	Iteration 37Q: 3 clusters Score -146716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -146718.828125 Penalty: 2557.927979
	Iteration 38Q: 3 clusters Score -146718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -146721.531250 Penalty: 2557.927979
	Iteration 39Q: 3 clusters Score -146721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -146722.031250 Penalty: 2557.927979
	Iteration 40F: 3 clusters Score -146722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -146722.171875 Penalty: 2557.927979
	Iteration 41Q: 3 clusters Score -146722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -146722.171875 Penalty: 2557.927979
	Iteration 42F: 3 clusters Score -146722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -73436.664062 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -73436.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71842.382812 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -71842.38 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -72124.023438 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -72124.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -72183.656250 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -72183.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -72211.289062 Penalty: 2314.406982
	Iteration 3Q: 3 clusters Score -72211.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -72238.132812 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -72238.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -72255.382812 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -72255.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72263.921875 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -72263.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -72269.265625 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -72269.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -72273.726562 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -72273.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72277.945312 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -72277.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72282.687500 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -72282.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72285.609375 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -72285.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72289.609375 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -72289.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72297.593750 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -72297.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72303.671875 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -72303.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72304.921875 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -72304.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -72305.601562 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -72305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -72306.265625 Penalty: 2314.406982
	Iteration 17Q: 3 clusters Score -72306.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72306.570312 Penalty: 2314.406982
	Iteration 18Q: 3 clusters Score -72306.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72306.570312 Penalty: 2314.406982
	Iteration 19F: 3 clusters Score -72306.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -69093.414062 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -69093.41 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 597 members 
Entering Unmasked Estep 
Score: -67478.820312 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -67478.82 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -67792.671875 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -67792.67 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -67862.625000 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -67862.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -67910.257812 Penalty: 2302.917969
	Iteration 3Q: 3 clusters Score -67910.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67939.648438 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -67939.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -67956.156250 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -67956.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -67975.273438 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -67975.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -67993.156250 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -67993.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -68012.398438 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -68012.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -68028.046875 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -68028.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -68033.421875 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -68033.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68036.156250 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -68036.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -68039.625000 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -68039.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -68040.945312 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -68040.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68042.585938 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -68042.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -68044.554688 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -68044.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -68047.890625 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -68047.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -68051.625000 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -68051.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68054.203125 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -68054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -68055.382812 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -68055.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -68056.867188 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -68056.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -68058.218750 Penalty: 2302.917969
	Iteration 21Q: 3 clusters Score -68058.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -68058.625000 Penalty: 2302.917969
	Iteration 22Q: 3 clusters Score -68058.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -68058.625000 Penalty: 2302.917969
	Iteration 23F: 3 clusters Score -68058.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -148100.937500 Penalty: 1265.382080
	Iteration 0F: 2 clusters Score -148100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -145755.781250 Penalty: 2530.764160
	Iteration 0F: 3 clusters Score -145755.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146291.609375 Penalty: 2530.764160
	Iteration 1F: 3 clusters Score -146291.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146419.500000 Penalty: 2530.764160
	Iteration 2F: 3 clusters Score -146419.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -146488.843750 Penalty: 2530.764160
	Iteration 3Q: 3 clusters Score -146488.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -146523.140625 Penalty: 2530.764160
	Iteration 4Q: 3 clusters Score -146523.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -146547.906250 Penalty: 2530.764160
	Iteration 5Q: 3 clusters Score -146547.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -146566.500000 Penalty: 2530.764160
	Iteration 6Q: 3 clusters Score -146566.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -146580.640625 Penalty: 2530.764160
	Iteration 7Q: 3 clusters Score -146580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -146591.703125 Penalty: 2530.764160
	Iteration 8Q: 3 clusters Score -146591.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -146599.140625 Penalty: 2530.764160
	Iteration 9Q: 3 clusters Score -146599.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -146601.843750 Penalty: 2530.764160
	Iteration 10Q: 3 clusters Score -146601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -146605.078125 Penalty: 2530.764160
	Iteration 11Q: 3 clusters Score -146605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146612.078125 Penalty: 2530.764160
	Iteration 12Q: 3 clusters Score -146612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -146614.968750 Penalty: 2530.764160
	Iteration 13Q: 3 clusters Score -146615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -146618.265625 Penalty: 2530.764160
	Iteration 14Q: 3 clusters Score -146618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146621.937500 Penalty: 2530.764160
	Iteration 15Q: 3 clusters Score -146621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -146624.750000 Penalty: 2530.764160
	Iteration 16Q: 3 clusters Score -146624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146626.718750 Penalty: 2530.764160
	Iteration 17Q: 3 clusters Score -146626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -146627.406250 Penalty: 2530.764160
	Iteration 18Q: 3 clusters Score -146627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -146628.562500 Penalty: 2530.764160
	Iteration 19Q: 3 clusters Score -146628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -146629.296875 Penalty: 2530.764160
	Iteration 20F: 3 clusters Score -146629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -355561.781250 Penalty: 1411.022583
	Iteration 0F: 2 clusters Score -355561.8 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 2972 members 
Entering Unmasked Estep 
Score: -350949.062500 Penalty: 2822.045166
	Iteration 0F: 3 clusters Score -350949.1 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -352358.968750 Penalty: 2822.045166
	Iteration 1F: 3 clusters Score -352359 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -352632.062500 Penalty: 2822.045166
	Iteration 2F: 3 clusters Score -352632.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -352831.125000 Penalty: 2822.045166
	Iteration 3F: 3 clusters Score -352831.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -352980.625000 Penalty: 2822.045166
	Iteration 4F: 3 clusters Score -352980.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -353106.375000 Penalty: 2822.045166
	Iteration 5Q: 3 clusters Score -353106.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -353242.156250 Penalty: 2822.045166
	Iteration 6Q: 3 clusters Score -353242.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -353374.406250 Penalty: 2822.045166
	Iteration 7Q: 3 clusters Score -353374.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -353500.093750 Penalty: 2822.045166
	Iteration 8Q: 3 clusters Score -353500.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -353605.812500 Penalty: 2822.045166
	Iteration 9Q: 3 clusters Score -353605.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -353689.562500 Penalty: 2822.045166
	Iteration 10Q: 3 clusters Score -353689.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -353742.000000 Penalty: 2822.045166
	Iteration 11Q: 3 clusters Score -353742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -353771.687500 Penalty: 2822.045166
	Iteration 12Q: 3 clusters Score -353771.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -353801.468750 Penalty: 2822.045166
	Iteration 13Q: 3 clusters Score -353801.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -353828.218750 Penalty: 2822.045166
	Iteration 14Q: 3 clusters Score -353828.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -353860.875000 Penalty: 2822.045166
	Iteration 15Q: 3 clusters Score -353860.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -353899.187500 Penalty: 2822.045166
	Iteration 16Q: 3 clusters Score -353899.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -353933.125000 Penalty: 2822.045166
	Iteration 17Q: 3 clusters Score -353933.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -353963.062500 Penalty: 2822.045166
	Iteration 18Q: 3 clusters Score -353963.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -353987.625000 Penalty: 2822.045166
	Iteration 19Q: 3 clusters Score -353987.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -354007.968750 Penalty: 2822.045166
	Iteration 20F: 3 clusters Score -354008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -354023.281250 Penalty: 2822.045166
	Iteration 21Q: 3 clusters Score -354023.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -354040.250000 Penalty: 2822.045166
	Iteration 22Q: 3 clusters Score -354040.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -354052.906250 Penalty: 2822.045166
	Iteration 23Q: 3 clusters Score -354052.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -354064.718750 Penalty: 2822.045166
	Iteration 24Q: 3 clusters Score -354064.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -354070.875000 Penalty: 2822.045166
	Iteration 25Q: 3 clusters Score -354070.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -354077.062500 Penalty: 2822.045166
	Iteration 26Q: 3 clusters Score -354077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -354082.843750 Penalty: 2822.045166
	Iteration 27Q: 3 clusters Score -354082.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -354087.031250 Penalty: 2822.045166
	Iteration 28Q: 3 clusters Score -354087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -354089.281250 Penalty: 2822.045166
	Iteration 29Q: 3 clusters Score -354089.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -354091.468750 Penalty: 2822.045166
	Iteration 30Q: 3 clusters Score -354091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -354091.968750 Penalty: 2822.045166
	Iteration 31Q: 3 clusters Score -354092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -354093.031250 Penalty: 2822.045166
	Iteration 32Q: 3 clusters Score -354093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -354093.968750 Penalty: 2822.045166
	Iteration 33Q: 3 clusters Score -354094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -354093.812500 Penalty: 2822.045166
	Iteration 34Q: 3 clusters Score -354093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -354093.812500 Penalty: 2822.045166
	Iteration 35F: 3 clusters Score -354093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -226916.718750 Penalty: 1376.016235
	Iteration 0F: 2 clusters Score -226916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -223066.312500 Penalty: 2752.032471
	Iteration 0F: 3 clusters Score -223066.3 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -224312.468750 Penalty: 2752.032471
	Iteration 1F: 3 clusters Score -224312.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -224702.562500 Penalty: 2752.032471
	Iteration 2F: 3 clusters Score -224702.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -224988.671875 Penalty: 2752.032471
	Iteration 3F: 3 clusters Score -224988.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -225218.796875 Penalty: 2752.032471
	Iteration 4F: 3 clusters Score -225218.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -225409.875000 Penalty: 2752.032471
	Iteration 5F: 3 clusters Score -225409.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -225583.703125 Penalty: 2752.032471
	Iteration 6Q: 3 clusters Score -225583.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -225688.921875 Penalty: 2752.032471
	Iteration 7Q: 3 clusters Score -225688.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -225768.281250 Penalty: 2752.032471
	Iteration 8Q: 3 clusters Score -225768.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -225824.656250 Penalty: 2752.032471
	Iteration 9Q: 3 clusters Score -225824.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -225861.000000 Penalty: 2752.032471
	Iteration 10Q: 3 clusters Score -225861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -225885.109375 Penalty: 2752.032471
	Iteration 11Q: 3 clusters Score -225885.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -225902.859375 Penalty: 2752.032471
	Iteration 12Q: 3 clusters Score -225902.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -225926.031250 Penalty: 2752.032471
	Iteration 13Q: 3 clusters Score -225926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -225946.593750 Penalty: 2752.032471
	Iteration 14Q: 3 clusters Score -225946.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -225960.968750 Penalty: 2752.032471
	Iteration 15Q: 3 clusters Score -225961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -225968.515625 Penalty: 2752.032471
	Iteration 16Q: 3 clusters Score -225968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -225977.500000 Penalty: 2752.032471
	Iteration 17Q: 3 clusters Score -225977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -225986.265625 Penalty: 2752.032471
	Iteration 18Q: 3 clusters Score -225986.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -225995.421875 Penalty: 2752.032471
	Iteration 19Q: 3 clusters Score -225995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -226007.218750 Penalty: 2752.032471
	Iteration 20F: 3 clusters Score -226007.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -226017.906250 Penalty: 2752.032471
	Iteration 21Q: 3 clusters Score -226017.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -226030.890625 Penalty: 2752.032471
	Iteration 22Q: 3 clusters Score -226030.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -226040.593750 Penalty: 2752.032471
	Iteration 23Q: 3 clusters Score -226040.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -226050.312500 Penalty: 2752.032471
	Iteration 24Q: 3 clusters Score -226050.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -226058.843750 Penalty: 2752.032471
	Iteration 25Q: 3 clusters Score -226058.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -226065.000000 Penalty: 2752.032471
	Iteration 26Q: 3 clusters Score -226065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -226072.812500 Penalty: 2752.032471
	Iteration 27Q: 3 clusters Score -226072.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -226081.703125 Penalty: 2752.032471
	Iteration 28Q: 3 clusters Score -226081.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -226089.359375 Penalty: 2752.032471
	Iteration 29Q: 3 clusters Score -226089.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -226094.718750 Penalty: 2752.032471
	Iteration 30Q: 3 clusters Score -226094.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -226101.265625 Penalty: 2752.032471
	Iteration 31Q: 3 clusters Score -226101.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -226108.718750 Penalty: 2752.032471
	Iteration 32Q: 3 clusters Score -226108.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -226119.859375 Penalty: 2752.032471
	Iteration 33Q: 3 clusters Score -226119.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -226128.296875 Penalty: 2752.032471
	Iteration 34Q: 3 clusters Score -226128.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -226136.140625 Penalty: 2752.032471
	Iteration 35Q: 3 clusters Score -226136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -226140.781250 Penalty: 2752.032471
	Iteration 36Q: 3 clusters Score -226140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -226143.406250 Penalty: 2752.032471
	Iteration 37Q: 3 clusters Score -226143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -226147.640625 Penalty: 2752.032471
	Iteration 38Q: 3 clusters Score -226147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -226150.546875 Penalty: 2752.032471
	Iteration 39Q: 3 clusters Score -226150.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226153.671875 Penalty: 2752.032471
	Iteration 40F: 3 clusters Score -226153.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -226156.343750 Penalty: 2752.032471
	Iteration 41Q: 3 clusters Score -226156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -226159.031250 Penalty: 2752.032471
	Iteration 42Q: 3 clusters Score -226159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -226164.375000 Penalty: 2752.032471
	Iteration 43Q: 3 clusters Score -226164.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -226170.031250 Penalty: 2752.032471
	Iteration 44Q: 3 clusters Score -226170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -226176.765625 Penalty: 2752.032471
	Iteration 45Q: 3 clusters Score -226176.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -226183.968750 Penalty: 2752.032471
	Iteration 46Q: 3 clusters Score -226184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -226193.609375 Penalty: 2752.032471
	Iteration 47Q: 3 clusters Score -226193.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -226203.265625 Penalty: 2752.032471
	Iteration 48Q: 3 clusters Score -226203.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -226212.328125 Penalty: 2752.032471
	Iteration 49Q: 3 clusters Score -226212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226220.531250 Penalty: 2752.032471
	Iteration 50Q: 3 clusters Score -226220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226222.093750 Penalty: 2752.032471
	Iteration 51Q: 3 clusters Score -226222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226223.218750 Penalty: 2752.032471
	Iteration 52Q: 3 clusters Score -226223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226223.671875 Penalty: 2752.032471
	Iteration 53Q: 3 clusters Score -226223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226224.265625 Penalty: 2752.032471
	Iteration 54Q: 3 clusters Score -226224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226224.265625 Penalty: 2752.032471
	Iteration 55F: 3 clusters Score -226224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Entering Unmasked Estep 
Score: -218579.265625 Penalty: 1338.030640
	Iteration 0F: 2 clusters Score -218579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -215377.265625 Penalty: 2676.061279
	Iteration 0F: 3 clusters Score -215377.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -216272.000000 Penalty: 2676.061279
	Iteration 1F: 3 clusters Score -216272 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -216507.562500 Penalty: 2676.061279
	Iteration 2F: 3 clusters Score -216507.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -216691.046875 Penalty: 2676.061279
	Iteration 3F: 3 clusters Score -216691 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -216875.437500 Penalty: 2676.061279
	Iteration 4F: 3 clusters Score -216875.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -217048.562500 Penalty: 2676.061279
	Iteration 5F: 3 clusters Score -217048.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -217184.062500 Penalty: 2676.061279
	Iteration 6Q: 3 clusters Score -217184.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -217285.515625 Penalty: 2676.061279
	Iteration 7Q: 3 clusters Score -217285.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -217367.968750 Penalty: 2676.061279
	Iteration 8Q: 3 clusters Score -217368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -217432.312500 Penalty: 2676.061279
	Iteration 9Q: 3 clusters Score -217432.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -217479.984375 Penalty: 2676.061279
	Iteration 10Q: 3 clusters Score -217480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -217500.796875 Penalty: 2676.061279
	Iteration 11Q: 3 clusters Score -217500.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -217515.062500 Penalty: 2676.061279
	Iteration 12Q: 3 clusters Score -217515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -217528.390625 Penalty: 2676.061279
	Iteration 13Q: 3 clusters Score -217528.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -217540.375000 Penalty: 2676.061279
	Iteration 14Q: 3 clusters Score -217540.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -217552.750000 Penalty: 2676.061279
	Iteration 15Q: 3 clusters Score -217552.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -217565.609375 Penalty: 2676.061279
	Iteration 16Q: 3 clusters Score -217565.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -217578.078125 Penalty: 2676.061279
	Iteration 17Q: 3 clusters Score -217578.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -217590.140625 Penalty: 2676.061279
	Iteration 18Q: 3 clusters Score -217590.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -217612.921875 Penalty: 2676.061279
	Iteration 19Q: 3 clusters Score -217612.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -217639.281250 Penalty: 2676.061279
	Iteration 20F: 3 clusters Score -217639.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -217665.546875 Penalty: 2676.061279
	Iteration 21Q: 3 clusters Score -217665.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -217684.078125 Penalty: 2676.061279
	Iteration 22Q: 3 clusters Score -217684.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -217694.468750 Penalty: 2676.061279
	Iteration 23Q: 3 clusters Score -217694.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -217700.062500 Penalty: 2676.061279
	Iteration 24Q: 3 clusters Score -217700.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -217707.656250 Penalty: 2676.061279
	Iteration 25Q: 3 clusters Score -217707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -217711.843750 Penalty: 2676.061279
	Iteration 26Q: 3 clusters Score -217711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -217714.437500 Penalty: 2676.061279
	Iteration 27Q: 3 clusters Score -217714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -217717.468750 Penalty: 2676.061279
	Iteration 28Q: 3 clusters Score -217717.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -217721.171875 Penalty: 2676.061279
	Iteration 29Q: 3 clusters Score -217721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -217724.875000 Penalty: 2676.061279
	Iteration 30Q: 3 clusters Score -217724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -217730.296875 Penalty: 2676.061279
	Iteration 31Q: 3 clusters Score -217730.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -217735.171875 Penalty: 2676.061279
	Iteration 32Q: 3 clusters Score -217735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -217741.671875 Penalty: 2676.061279
	Iteration 33Q: 3 clusters Score -217741.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -217747.265625 Penalty: 2676.061279
	Iteration 34Q: 3 clusters Score -217747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -217753.375000 Penalty: 2676.061279
	Iteration 35Q: 3 clusters Score -217753.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -217756.343750 Penalty: 2676.061279
	Iteration 36Q: 3 clusters Score -217756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -217758.265625 Penalty: 2676.061279
	Iteration 37Q: 3 clusters Score -217758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -217759.734375 Penalty: 2676.061279
	Iteration 38Q: 3 clusters Score -217759.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -217761.312500 Penalty: 2676.061279
	Iteration 39Q: 3 clusters Score -217761.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -217764.921875 Penalty: 2676.061279
	Iteration 40F: 3 clusters Score -217764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -217766.703125 Penalty: 2676.061279
	Iteration 41Q: 3 clusters Score -217766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -217769.671875 Penalty: 2676.061279
	Iteration 42Q: 3 clusters Score -217769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -217771.734375 Penalty: 2676.061279
	Iteration 43Q: 3 clusters Score -217771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -217774.328125 Penalty: 2676.061279
	Iteration 44Q: 3 clusters Score -217774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -217777.968750 Penalty: 2676.061279
	Iteration 45Q: 3 clusters Score -217778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -217779.734375 Penalty: 2676.061279
	Iteration 46Q: 3 clusters Score -217779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -217780.562500 Penalty: 2676.061279
	Iteration 47Q: 3 clusters Score -217780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -217782.578125 Penalty: 2676.061279
	Iteration 48Q: 3 clusters Score -217782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -217784.750000 Penalty: 2676.061279
	Iteration 49Q: 3 clusters Score -217784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -217786.312500 Penalty: 2676.061279
	Iteration 50Q: 3 clusters Score -217786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -217789.750000 Penalty: 2676.061279
	Iteration 51Q: 3 clusters Score -217789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -217794.687500 Penalty: 2676.061279
	Iteration 52Q: 3 clusters Score -217794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -217796.718750 Penalty: 2676.061279
	Iteration 53Q: 3 clusters Score -217796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -217797.640625 Penalty: 2676.061279
	Iteration 54Q: 3 clusters Score -217797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -217800.156250 Penalty: 2676.061279
	Iteration 55Q: 3 clusters Score -217800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -217802.500000 Penalty: 2676.061279
	Iteration 56Q: 3 clusters Score -217802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -217803.406250 Penalty: 2676.061279
	Iteration 57Q: 3 clusters Score -217803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -217805.312500 Penalty: 2676.061279
	Iteration 58Q: 3 clusters Score -217805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -217807.515625 Penalty: 2676.061279
	Iteration 59Q: 3 clusters Score -217807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -217811.781250 Penalty: 2676.061279
	Iteration 60F: 3 clusters Score -217811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -217815.875000 Penalty: 2676.061279
	Iteration 61Q: 3 clusters Score -217815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -217819.578125 Penalty: 2676.061279
	Iteration 62Q: 3 clusters Score -217819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -217826.140625 Penalty: 2676.061279
	Iteration 63Q: 3 clusters Score -217826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -217830.312500 Penalty: 2676.061279
	Iteration 64Q: 3 clusters Score -217830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -217831.906250 Penalty: 2676.061279
	Iteration 65Q: 3 clusters Score -217831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -217832.468750 Penalty: 2676.061279
	Iteration 66Q: 3 clusters Score -217832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -217832.468750 Penalty: 2676.061279
	Iteration 67F: 3 clusters Score -217832.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -32958.308594 Penalty: 1037.045044
	Iteration 0F: 2 clusters Score -32958.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31828.109375 Penalty: 2074.090088
	Iteration 0F: 3 clusters Score -31828.11 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32026.978516 Penalty: 2074.090088
	Iteration 1F: 3 clusters Score -32026.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32090.888672 Penalty: 2074.090088
	Iteration 2F: 3 clusters Score -32090.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32115.144531 Penalty: 2074.090088
	Iteration 3Q: 3 clusters Score -32115.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32121.865234 Penalty: 2074.090088
	Iteration 4Q: 3 clusters Score -32121.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32126.167969 Penalty: 2074.090088
	Iteration 5Q: 3 clusters Score -32126.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32135.107422 Penalty: 2074.090088
	Iteration 6Q: 3 clusters Score -32135.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32144.642578 Penalty: 2074.090088
	Iteration 7Q: 3 clusters Score -32144.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32153.093750 Penalty: 2074.090088
	Iteration 8Q: 3 clusters Score -32153.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32158.667969 Penalty: 2074.090088
	Iteration 9Q: 3 clusters Score -32158.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32160.205078 Penalty: 2074.090088
	Iteration 10Q: 3 clusters Score -32160.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32161.632812 Penalty: 2074.090088
	Iteration 11Q: 3 clusters Score -32161.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32162.394531 Penalty: 2074.090088
	Iteration 12Q: 3 clusters Score -32162.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32163.408203 Penalty: 2074.090088
	Iteration 13Q: 3 clusters Score -32163.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32163.916016 Penalty: 2074.090088
	Iteration 14Q: 3 clusters Score -32163.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32164.794922 Penalty: 2074.090088
	Iteration 15Q: 3 clusters Score -32164.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32165.037109 Penalty: 2074.090088
	Iteration 16Q: 3 clusters Score -32165.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32165.611328 Penalty: 2074.090088
	Iteration 17Q: 3 clusters Score -32165.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32165.611328 Penalty: 2074.090088
	Iteration 18F: 3 clusters Score -32165.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Entering Unmasked Estep 
Score: -1356992.000000 Penalty: 1633.791870
	Iteration 0F: 2 clusters Score -1356992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1341366.750000 Penalty: 3267.583740
	Iteration 0F: 3 clusters Score -1341367 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1347054.375000 Penalty: 3267.583740
	Iteration 1F: 3 clusters Score -1347054 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1347458.375000 Penalty: 3267.583740
	Iteration 2Q: 3 clusters Score -1347458 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1347877.125000 Penalty: 3267.583740
	Iteration 3Q: 3 clusters Score -1347877 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1348342.375000 Penalty: 3267.583740
	Iteration 4Q: 3 clusters Score -1348342 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1348915.875000 Penalty: 3267.583740
	Iteration 5Q: 3 clusters Score -1348916 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1349475.375000 Penalty: 3267.583740
	Iteration 6F: 3 clusters Score -1349475 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1350039.625000 Penalty: 3267.583740
	Iteration 7Q: 3 clusters Score -1350040 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1350560.625000 Penalty: 3267.583740
	Iteration 8Q: 3 clusters Score -1350561 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1351036.750000 Penalty: 3267.583740
	Iteration 9Q: 3 clusters Score -1351037 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1351476.375000 Penalty: 3267.583740
	Iteration 10Q: 3 clusters Score -1351476 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1351863.875000 Penalty: 3267.583740
	Iteration 11Q: 3 clusters Score -1351864 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1352292.000000 Penalty: 3267.583740
	Iteration 12Q: 3 clusters Score -1352292 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1352742.500000 Penalty: 3267.583740
	Iteration 13Q: 3 clusters Score -1352742 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1353162.375000 Penalty: 3267.583740
	Iteration 14Q: 3 clusters Score -1353162 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1353496.000000 Penalty: 3267.583740
	Iteration 15Q: 3 clusters Score -1353496 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1353789.375000 Penalty: 3267.583740
	Iteration 16Q: 3 clusters Score -1353789 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1354075.000000 Penalty: 3267.583740
	Iteration 17Q: 3 clusters Score -1354075 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1354360.250000 Penalty: 3267.583740
	Iteration 18Q: 3 clusters Score -1354360 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1354634.250000 Penalty: 3267.583740
	Iteration 19Q: 3 clusters Score -1354634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1354830.000000 Penalty: 3267.583740
	Iteration 20F: 3 clusters Score -1354830 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1354966.375000 Penalty: 3267.583740
	Iteration 21Q: 3 clusters Score -1354966 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1355059.625000 Penalty: 3267.583740
	Iteration 22Q: 3 clusters Score -1355060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1355118.500000 Penalty: 3267.583740
	Iteration 23Q: 3 clusters Score -1355118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1355159.250000 Penalty: 3267.583740
	Iteration 24Q: 3 clusters Score -1355159 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1355183.875000 Penalty: 3267.583740
	Iteration 25Q: 3 clusters Score -1355184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1355208.500000 Penalty: 3267.583740
	Iteration 26Q: 3 clusters Score -1355208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1355230.750000 Penalty: 3267.583740
	Iteration 27Q: 3 clusters Score -1355231 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1355248.500000 Penalty: 3267.583740
	Iteration 28Q: 3 clusters Score -1355248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1355267.000000 Penalty: 3267.583740
	Iteration 29Q: 3 clusters Score -1355267 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1355281.250000 Penalty: 3267.583740
	Iteration 30Q: 3 clusters Score -1355281 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1355285.375000 Penalty: 3267.583740
	Iteration 31Q: 3 clusters Score -1355285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1355293.375000 Penalty: 3267.583740
	Iteration 32Q: 3 clusters Score -1355293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1355298.250000 Penalty: 3267.583740
	Iteration 33Q: 3 clusters Score -1355298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1355308.750000 Penalty: 3267.583740
	Iteration 34Q: 3 clusters Score -1355309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1355311.250000 Penalty: 3267.583740
	Iteration 35Q: 3 clusters Score -1355311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1355315.375000 Penalty: 3267.583740
	Iteration 36Q: 3 clusters Score -1355315 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1355315.500000 Penalty: 3267.583740
	Iteration 37Q: 3 clusters Score -1355316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1355319.250000 Penalty: 3267.583740
	Iteration 38Q: 3 clusters Score -1355319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1355321.125000 Penalty: 3267.583740
	Iteration 39Q: 3 clusters Score -1355321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1355324.125000 Penalty: 3267.583740
	Iteration 40F: 3 clusters Score -1355324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1355329.125000 Penalty: 3267.583740
	Iteration 41Q: 3 clusters Score -1355329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1355330.125000 Penalty: 3267.583740
	Iteration 42Q: 3 clusters Score -1355330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1355336.500000 Penalty: 3267.583740
	Iteration 43Q: 3 clusters Score -1355336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1355334.625000 Penalty: 3267.583740
	Iteration 44Q: 3 clusters Score -1355335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1355336.375000 Penalty: 3267.583740
	Iteration 45Q: 3 clusters Score -1355336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1355336.125000 Penalty: 3267.583740
	Iteration 46Q: 3 clusters Score -1355336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1355338.750000 Penalty: 3267.583740
	Iteration 47Q: 3 clusters Score -1355339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1355340.125000 Penalty: 3267.583740
	Iteration 48Q: 3 clusters Score -1355340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1355337.000000 Penalty: 3267.583740
	Iteration 49Q: 3 clusters Score -1355337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1355340.875000 Penalty: 3267.583740
	Iteration 50Q: 3 clusters Score -1355341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1355336.625000 Penalty: 3267.583740
	Iteration 51Q: 3 clusters Score -1355337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1355340.000000 Penalty: 3267.583740
	Iteration 52Q: 3 clusters Score -1355340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1355337.875000 Penalty: 3267.583740
	Iteration 53Q: 3 clusters Score -1355338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1355343.000000 Penalty: 3267.583740
	Iteration 54Q: 3 clusters Score -1355343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1355342.625000 Penalty: 3267.583740
	Iteration 55Q: 3 clusters Score -1355343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1355341.250000 Penalty: 3267.583740
	Iteration 56Q: 3 clusters Score -1355341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1355341.000000 Penalty: 3267.583740
	Iteration 57Q: 3 clusters Score -1355341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1355344.875000 Penalty: 3267.583740
	Iteration 58Q: 3 clusters Score -1355345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1355345.250000 Penalty: 3267.583740
	Iteration 59Q: 3 clusters Score -1355345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1355344.875000 Penalty: 3267.583740
	Iteration 60F: 3 clusters Score -1355345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1355344.875000 Penalty: 3267.583740
	Iteration 61Q: 3 clusters Score -1355345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1355344.000000 Penalty: 3267.583740
	Iteration 62Q: 3 clusters Score -1355344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1355344.750000 Penalty: 3267.583740
	Iteration 63Q: 3 clusters Score -1355345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1355345.125000 Penalty: 3267.583740
	Iteration 64Q: 3 clusters Score -1355345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1355344.250000 Penalty: 3267.583740
	Iteration 65Q: 3 clusters Score -1355344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1355345.000000 Penalty: 3267.583740
	Iteration 66Q: 3 clusters Score -1355345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1355345.375000 Penalty: 3267.583740
	Iteration 67Q: 3 clusters Score -1355345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1355347.125000 Penalty: 3267.583740
	Iteration 68Q: 3 clusters Score -1355347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1355347.625000 Penalty: 3267.583740
	Iteration 69Q: 3 clusters Score -1355348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1355348.375000 Penalty: 3267.583740
	Iteration 70Q: 3 clusters Score -1355348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1355347.750000 Penalty: 3267.583740
	Iteration 71Q: 3 clusters Score -1355348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1355349.500000 Penalty: 3267.583740
	Iteration 72Q: 3 clusters Score -1355350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1355351.875000 Penalty: 3267.583740
	Iteration 73Q: 3 clusters Score -1355352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1355351.125000 Penalty: 3267.583740
	Iteration 74Q: 3 clusters Score -1355351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1355351.250000 Penalty: 3267.583740
	Iteration 75Q: 3 clusters Score -1355351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1355349.625000 Penalty: 3267.583740
	Iteration 76Q: 3 clusters Score -1355350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1355348.750000 Penalty: 3267.583740
	Iteration 77Q: 3 clusters Score -1355349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1355349.625000 Penalty: 3267.583740
	Iteration 78Q: 3 clusters Score -1355350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1355349.125000 Penalty: 3267.583740
	Iteration 79Q: 3 clusters Score -1355349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1355348.750000 Penalty: 3267.583740
	Iteration 80F: 3 clusters Score -1355349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1355349.000000 Penalty: 3267.583740
	Iteration 81Q: 3 clusters Score -1355349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1355349.625000 Penalty: 3267.583740
	Iteration 82Q: 3 clusters Score -1355350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1355348.875000 Penalty: 3267.583740
	Iteration 83Q: 3 clusters Score -1355349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1355348.375000 Penalty: 3267.583740
	Iteration 84Q: 3 clusters Score -1355348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1355349.750000 Penalty: 3267.583740
	Iteration 85Q: 3 clusters Score -1355350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1355349.625000 Penalty: 3267.583740
	Iteration 86Q: 3 clusters Score -1355350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1355351.000000 Penalty: 3267.583740
	Iteration 87Q: 3 clusters Score -1355351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1355350.875000 Penalty: 3267.583740
	Iteration 88Q: 3 clusters Score -1355351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1355350.875000 Penalty: 3267.583740
	Iteration 89F: 3 clusters Score -1355351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Entering Unmasked Estep 
Score: -1502034.125000 Penalty: 1647.014282
	Iteration 0F: 2 clusters Score -1502034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1484910.750000 Penalty: 3294.028564
	Iteration 0F: 3 clusters Score -1484911 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1491256.375000 Penalty: 3294.028564
	Iteration 1F: 3 clusters Score -1491256 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1491748.500000 Penalty: 3294.028564
	Iteration 2F: 3 clusters Score -1491748 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1492297.000000 Penalty: 3294.028564
	Iteration 3F: 3 clusters Score -1492297 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1492948.750000 Penalty: 3294.028564
	Iteration 4F: 3 clusters Score -1492949 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1493716.250000 Penalty: 3294.028564
	Iteration 5F: 3 clusters Score -1493716 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1494626.375000 Penalty: 3294.028564
	Iteration 6F: 3 clusters Score -1494626 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1495507.000000 Penalty: 3294.028564
	Iteration 7F: 3 clusters Score -1495507 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1496333.625000 Penalty: 3294.028564
	Iteration 8F: 3 clusters Score -1496334 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1497091.750000 Penalty: 3294.028564
	Iteration 9Q: 3 clusters Score -1497092 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1497823.500000 Penalty: 3294.028564
	Iteration 10Q: 3 clusters Score -1497824 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1498509.625000 Penalty: 3294.028564
	Iteration 11Q: 3 clusters Score -1498510 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1499077.750000 Penalty: 3294.028564
	Iteration 12Q: 3 clusters Score -1499078 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1499531.125000 Penalty: 3294.028564
	Iteration 13Q: 3 clusters Score -1499531 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1499872.000000 Penalty: 3294.028564
	Iteration 14Q: 3 clusters Score -1499872 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1500134.875000 Penalty: 3294.028564
	Iteration 15Q: 3 clusters Score -1500135 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1500329.125000 Penalty: 3294.028564
	Iteration 16Q: 3 clusters Score -1500329 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1500443.875000 Penalty: 3294.028564
	Iteration 17Q: 3 clusters Score -1500444 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1500524.875000 Penalty: 3294.028564
	Iteration 18Q: 3 clusters Score -1500525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1500582.500000 Penalty: 3294.028564
	Iteration 19Q: 3 clusters Score -1500582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1500625.000000 Penalty: 3294.028564
	Iteration 20F: 3 clusters Score -1500625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1500649.625000 Penalty: 3294.028564
	Iteration 21Q: 3 clusters Score -1500650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1500667.000000 Penalty: 3294.028564
	Iteration 22Q: 3 clusters Score -1500667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1500683.875000 Penalty: 3294.028564
	Iteration 23Q: 3 clusters Score -1500684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1500695.000000 Penalty: 3294.028564
	Iteration 24Q: 3 clusters Score -1500695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1500701.250000 Penalty: 3294.028564
	Iteration 25Q: 3 clusters Score -1500701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1500705.000000 Penalty: 3294.028564
	Iteration 26Q: 3 clusters Score -1500705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1500704.500000 Penalty: 3294.028564
	Iteration 27Q: 3 clusters Score -1500704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1500706.125000 Penalty: 3294.028564
	Iteration 28Q: 3 clusters Score -1500706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1500707.875000 Penalty: 3294.028564
	Iteration 29Q: 3 clusters Score -1500708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1500707.875000 Penalty: 3294.028564
	Iteration 30F: 3 clusters Score -1500708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -96915.625000 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -96915.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -94946.070312 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -94946.07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -95333.359375 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -95333.36 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -95436.031250 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -95436.03 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -95497.132812 Penalty: 2427.822998
	Iteration 3Q: 3 clusters Score -95497.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -95539.539062 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -95539.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -95571.679688 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -95571.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -95590.179688 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -95590.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -95603.992188 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -95603.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -95614.453125 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -95614.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -95619.218750 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -95619.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -95622.234375 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -95622.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -95626.531250 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -95626.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -95631.843750 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -95631.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -95636.015625 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -95636.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -95638.632812 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -95638.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -95640.140625 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -95640.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -95641.289062 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -95641.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -95642.343750 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -95642.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -95643.851562 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -95643.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -95645.320312 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -95645.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -95646.046875 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -95646.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -95646.304688 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -95646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -95646.640625 Penalty: 2427.822998
	Iteration 22Q: 3 clusters Score -95646.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -95646.640625 Penalty: 2427.822998
	Iteration 23F: 3 clusters Score -95646.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -127065.296875 Penalty: 1259.194824
	Iteration 0F: 2 clusters Score -127065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -124801.460938 Penalty: 2518.389648
	Iteration 0F: 3 clusters Score -124801.5 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -125427.765625 Penalty: 2518.389648
	Iteration 1F: 3 clusters Score -125427.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -125591.882812 Penalty: 2518.389648
	Iteration 2F: 3 clusters Score -125591.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -125709.054688 Penalty: 2518.389648
	Iteration 3F: 3 clusters Score -125709.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -125836.843750 Penalty: 2518.389648
	Iteration 4F: 3 clusters Score -125836.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -125945.882812 Penalty: 2518.389648
	Iteration 5Q: 3 clusters Score -125945.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -126054.734375 Penalty: 2518.389648
	Iteration 6Q: 3 clusters Score -126054.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -126168.445312 Penalty: 2518.389648
	Iteration 7Q: 3 clusters Score -126168.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -126306.421875 Penalty: 2518.389648
	Iteration 8Q: 3 clusters Score -126306.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -126481.617188 Penalty: 2518.389648
	Iteration 9Q: 3 clusters Score -126481.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -126605.226562 Penalty: 2518.389648
	Iteration 10Q: 3 clusters Score -126605.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -126673.843750 Penalty: 2518.389648
	Iteration 11Q: 3 clusters Score -126673.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -126720.187500 Penalty: 2518.389648
	Iteration 12Q: 3 clusters Score -126720.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -126776.382812 Penalty: 2518.389648
	Iteration 13Q: 3 clusters Score -126776.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -126844.570312 Penalty: 2518.389648
	Iteration 14Q: 3 clusters Score -126844.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -126937.132812 Penalty: 2518.389648
	Iteration 15Q: 3 clusters Score -126937.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -127070.156250 Penalty: 2518.389648
	Iteration 16Q: 3 clusters Score -127070.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -127266.257812 Penalty: 2518.389648
	Iteration 17Q: 3 clusters Score -127266.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -127600.046875 Penalty: 2518.389648
	Iteration 18Q: 3 clusters Score -127600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -127747.359375 Penalty: 2518.389648
	Iteration 19Q: 3 clusters Score -127747.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -127758.710938 Penalty: 2518.389648
	Iteration 20F: 3 clusters Score -127758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -127762.390625 Penalty: 2518.389648
	Iteration 21Q: 3 clusters Score -127762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -127762.390625 Penalty: 2518.389648
	Iteration 22F: 3 clusters Score -127762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13062 members 
Mstep: Class 3 contains 9255 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 12997 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11258 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 583 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 4759 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 591 members 
Mstep: Class 27 contains 23251 members 
Mstep: Class 28 contains 25222 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 956 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 2405 members 
Mstep: Class 33 contains 7413 members 
Mstep: Class 34 contains 2342 members 
Mstep: Class 35 contains 15471 members 
Mstep: Class 36 contains 11206 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 3512 members 
Mstep: Class 39 contains 902 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 1363 members 
Entering Unmasked Estep 
Score: -12708622.000000 Penalty: 84375.257812
Splitting cluster 30 changes total score from -12708685.000000 to -12708622.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -181720.000000 Penalty: 1339.704346
	Iteration 0F: 2 clusters Score -181720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -178509.703125 Penalty: 2679.408691
	Iteration 0F: 3 clusters Score -178509.7 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -179396.859375 Penalty: 2679.408691
	Iteration 1F: 3 clusters Score -179396.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -179580.156250 Penalty: 2679.408691
	Iteration 2F: 3 clusters Score -179580.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -179729.953125 Penalty: 2679.408691
	Iteration 3F: 3 clusters Score -179730 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -179860.218750 Penalty: 2679.408691
	Iteration 4F: 3 clusters Score -179860.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -179969.359375 Penalty: 2679.408691
	Iteration 5Q: 3 clusters Score -179969.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -180067.578125 Penalty: 2679.408691
	Iteration 6Q: 3 clusters Score -180067.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -180147.125000 Penalty: 2679.408691
	Iteration 7Q: 3 clusters Score -180147.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -180222.765625 Penalty: 2679.408691
	Iteration 8Q: 3 clusters Score -180222.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -180305.406250 Penalty: 2679.408691
	Iteration 9Q: 3 clusters Score -180305.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -180363.390625 Penalty: 2679.408691
	Iteration 10Q: 3 clusters Score -180363.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -180422.718750 Penalty: 2679.408691
	Iteration 11Q: 3 clusters Score -180422.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -180481.671875 Penalty: 2679.408691
	Iteration 12Q: 3 clusters Score -180481.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -180531.843750 Penalty: 2679.408691
	Iteration 13Q: 3 clusters Score -180531.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -180574.156250 Penalty: 2679.408691
	Iteration 14Q: 3 clusters Score -180574.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -180617.640625 Penalty: 2679.408691
	Iteration 15Q: 3 clusters Score -180617.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -180670.468750 Penalty: 2679.408691
	Iteration 16Q: 3 clusters Score -180670.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -180720.937500 Penalty: 2679.408691
	Iteration 17Q: 3 clusters Score -180720.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -180788.953125 Penalty: 2679.408691
	Iteration 18Q: 3 clusters Score -180789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -180850.078125 Penalty: 2679.408691
	Iteration 19Q: 3 clusters Score -180850.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -180899.484375 Penalty: 2679.408691
	Iteration 20F: 3 clusters Score -180899.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -180941.906250 Penalty: 2679.408691
	Iteration 21Q: 3 clusters Score -180941.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -180982.484375 Penalty: 2679.408691
	Iteration 22Q: 3 clusters Score -180982.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -181007.515625 Penalty: 2679.408691
	Iteration 23Q: 3 clusters Score -181007.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -181027.296875 Penalty: 2679.408691
	Iteration 24Q: 3 clusters Score -181027.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -181038.625000 Penalty: 2679.408691
	Iteration 25Q: 3 clusters Score -181038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -181043.531250 Penalty: 2679.408691
	Iteration 26Q: 3 clusters Score -181043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -181046.765625 Penalty: 2679.408691
	Iteration 27Q: 3 clusters Score -181046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -181047.656250 Penalty: 2679.408691
	Iteration 28Q: 3 clusters Score -181047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -181048.265625 Penalty: 2679.408691
	Iteration 29Q: 3 clusters Score -181048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -181048.265625 Penalty: 2679.408691
	Iteration 30F: 3 clusters Score -181048.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -111053.367188 Penalty: 1265.112061
	Iteration 0F: 2 clusters Score -111053.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -108752.625000 Penalty: 2530.224121
	Iteration 0F: 3 clusters Score -108752.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -109464.726562 Penalty: 2530.224121
	Iteration 1F: 3 clusters Score -109464.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -109666.562500 Penalty: 2530.224121
	Iteration 2F: 3 clusters Score -109666.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -109804.054688 Penalty: 2530.224121
	Iteration 3F: 3 clusters Score -109804.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -109926.132812 Penalty: 2530.224121
	Iteration 4Q: 3 clusters Score -109926.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -110002.398438 Penalty: 2530.224121
	Iteration 5Q: 3 clusters Score -110002.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -110057.554688 Penalty: 2530.224121
	Iteration 6Q: 3 clusters Score -110057.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -110090.539062 Penalty: 2530.224121
	Iteration 7Q: 3 clusters Score -110090.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -110109.765625 Penalty: 2530.224121
	Iteration 8Q: 3 clusters Score -110109.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -110125.648438 Penalty: 2530.224121
	Iteration 9Q: 3 clusters Score -110125.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -110146.195312 Penalty: 2530.224121
	Iteration 10Q: 3 clusters Score -110146.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -110162.656250 Penalty: 2530.224121
	Iteration 11Q: 3 clusters Score -110162.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110168.523438 Penalty: 2530.224121
	Iteration 12Q: 3 clusters Score -110168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -110169.609375 Penalty: 2530.224121
	Iteration 13Q: 3 clusters Score -110169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110169.960938 Penalty: 2530.224121
	Iteration 14Q: 3 clusters Score -110170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -110170.445312 Penalty: 2530.224121
	Iteration 15Q: 3 clusters Score -110170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -110170.445312 Penalty: 2530.224121
	Iteration 16F: 3 clusters Score -110170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -429735.468750 Penalty: 1448.036011
	Iteration 0F: 2 clusters Score -429735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -424232.375000 Penalty: 2896.072021
	Iteration 0F: 3 clusters Score -424232.4 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -425969.781250 Penalty: 2896.072021
	Iteration 1F: 3 clusters Score -425969.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -426313.781250 Penalty: 2896.072021
	Iteration 2F: 3 clusters Score -426313.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -426647.750000 Penalty: 2896.072021
	Iteration 3F: 3 clusters Score -426647.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -427071.593750 Penalty: 2896.072021
	Iteration 4F: 3 clusters Score -427071.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -427617.250000 Penalty: 2896.072021
	Iteration 5F: 3 clusters Score -427617.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -428228.437500 Penalty: 2896.072021
	Iteration 6F: 3 clusters Score -428228.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -428737.593750 Penalty: 2896.072021
	Iteration 7F: 3 clusters Score -428737.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -429142.625000 Penalty: 2896.072021
	Iteration 8F: 3 clusters Score -429142.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -429406.875000 Penalty: 2896.072021
	Iteration 9Q: 3 clusters Score -429406.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -429542.062500 Penalty: 2896.072021
	Iteration 10Q: 3 clusters Score -429542.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -429610.531250 Penalty: 2896.072021
	Iteration 11Q: 3 clusters Score -429610.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -429638.218750 Penalty: 2896.072021
	Iteration 12Q: 3 clusters Score -429638.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -429655.656250 Penalty: 2896.072021
	Iteration 13Q: 3 clusters Score -429655.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -429665.156250 Penalty: 2896.072021
	Iteration 14Q: 3 clusters Score -429665.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -429671.937500 Penalty: 2896.072021
	Iteration 15Q: 3 clusters Score -429671.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -429674.218750 Penalty: 2896.072021
	Iteration 16Q: 3 clusters Score -429674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -429675.906250 Penalty: 2896.072021
	Iteration 17Q: 3 clusters Score -429675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -429677.312500 Penalty: 2896.072021
	Iteration 18Q: 3 clusters Score -429677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -429677.406250 Penalty: 2896.072021
	Iteration 19Q: 3 clusters Score -429677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -429677.781250 Penalty: 2896.072021
	Iteration 20F: 3 clusters Score -429677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -429678.937500 Penalty: 2896.072021
	Iteration 21Q: 3 clusters Score -429678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -429677.937500 Penalty: 2896.072021
	Iteration 22Q: 3 clusters Score -429677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -429679.281250 Penalty: 2896.072021
	Iteration 23Q: 3 clusters Score -429679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -429678.906250 Penalty: 2896.072021
	Iteration 24Q: 3 clusters Score -429678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -429678.906250 Penalty: 2896.072021
	Iteration 25F: 3 clusters Score -429678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -134104.828125 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -134104.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -131826.765625 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -131826.8 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -132419.640625 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -132419.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -132656.843750 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -132656.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -132874.640625 Penalty: 2521.597168
	Iteration 3F: 3 clusters Score -132874.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133061.453125 Penalty: 2521.597168
	Iteration 4F: 3 clusters Score -133061.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133158.984375 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -133159 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133214.296875 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -133214.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133248.156250 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -133248.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133263.531250 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -133263.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133280.515625 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -133280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133287.609375 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -133287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133293.687500 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -133293.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133297.984375 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -133298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133300.250000 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -133300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133300.765625 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -133300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133301.718750 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -133301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133301.718750 Penalty: 2521.597168
	Iteration 16F: 3 clusters Score -133301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Entering Unmasked Estep 
Score: -914416.500000 Penalty: 1567.592407
	Iteration 0F: 2 clusters Score -914416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -903669.937500 Penalty: 3135.184814
	Iteration 0F: 3 clusters Score -903669.9 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -907490.500000 Penalty: 3135.184814
	Iteration 1F: 3 clusters Score -907490.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -907847.375000 Penalty: 3135.184814
	Iteration 2F: 3 clusters Score -907847.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -908269.375000 Penalty: 3135.184814
	Iteration 3F: 3 clusters Score -908269.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -908833.875000 Penalty: 3135.184814
	Iteration 4F: 3 clusters Score -908833.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -909588.562500 Penalty: 3135.184814
	Iteration 5F: 3 clusters Score -909588.6 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -910479.750000 Penalty: 3135.184814
	Iteration 6F: 3 clusters Score -910479.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -911290.437500 Penalty: 3135.184814
	Iteration 7F: 3 clusters Score -911290.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -911957.687500 Penalty: 3135.184814
	Iteration 8F: 3 clusters Score -911957.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -912341.812500 Penalty: 3135.184814
	Iteration 9Q: 3 clusters Score -912341.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -912536.625000 Penalty: 3135.184814
	Iteration 10Q: 3 clusters Score -912536.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -912651.750000 Penalty: 3135.184814
	Iteration 11Q: 3 clusters Score -912651.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -912723.250000 Penalty: 3135.184814
	Iteration 12Q: 3 clusters Score -912723.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -912777.437500 Penalty: 3135.184814
	Iteration 13Q: 3 clusters Score -912777.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -912810.750000 Penalty: 3135.184814
	Iteration 14Q: 3 clusters Score -912810.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -912846.937500 Penalty: 3135.184814
	Iteration 15Q: 3 clusters Score -912846.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -912877.187500 Penalty: 3135.184814
	Iteration 16Q: 3 clusters Score -912877.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -912903.187500 Penalty: 3135.184814
	Iteration 17Q: 3 clusters Score -912903.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -912924.062500 Penalty: 3135.184814
	Iteration 18Q: 3 clusters Score -912924.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -912940.125000 Penalty: 3135.184814
	Iteration 19Q: 3 clusters Score -912940.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -912956.000000 Penalty: 3135.184814
	Iteration 20F: 3 clusters Score -912956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -912967.312500 Penalty: 3135.184814
	Iteration 21Q: 3 clusters Score -912967.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -912980.125000 Penalty: 3135.184814
	Iteration 22Q: 3 clusters Score -912980.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -912994.437500 Penalty: 3135.184814
	Iteration 23Q: 3 clusters Score -912994.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -912998.812500 Penalty: 3135.184814
	Iteration 24Q: 3 clusters Score -912998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -913005.375000 Penalty: 3135.184814
	Iteration 25Q: 3 clusters Score -913005.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -913016.312500 Penalty: 3135.184814
	Iteration 26Q: 3 clusters Score -913016.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -913023.312500 Penalty: 3135.184814
	Iteration 27Q: 3 clusters Score -913023.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -913030.562500 Penalty: 3135.184814
	Iteration 28Q: 3 clusters Score -913030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -913035.687500 Penalty: 3135.184814
	Iteration 29Q: 3 clusters Score -913035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -913041.750000 Penalty: 3135.184814
	Iteration 30Q: 3 clusters Score -913041.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -913045.875000 Penalty: 3135.184814
	Iteration 31Q: 3 clusters Score -913045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -913051.125000 Penalty: 3135.184814
	Iteration 32Q: 3 clusters Score -913051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -913055.062500 Penalty: 3135.184814
	Iteration 33Q: 3 clusters Score -913055.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -913062.437500 Penalty: 3135.184814
	Iteration 34Q: 3 clusters Score -913062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -913065.562500 Penalty: 3135.184814
	Iteration 35Q: 3 clusters Score -913065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -913065.625000 Penalty: 3135.184814
	Iteration 36Q: 3 clusters Score -913065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -913068.437500 Penalty: 3135.184814
	Iteration 37Q: 3 clusters Score -913068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -913069.125000 Penalty: 3135.184814
	Iteration 38Q: 3 clusters Score -913069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -913068.500000 Penalty: 3135.184814
	Iteration 39Q: 3 clusters Score -913068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -913068.500000 Penalty: 3135.184814
	Iteration 40F: 3 clusters Score -913068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Entering Unmasked Estep 
Score: -671540.937500 Penalty: 1515.183228
	Iteration 0F: 2 clusters Score -671540.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -663670.312500 Penalty: 3030.366455
	Iteration 0F: 3 clusters Score -663670.3 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -666325.875000 Penalty: 3030.366455
	Iteration 1F: 3 clusters Score -666325.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -666703.562500 Penalty: 3030.366455
	Iteration 2F: 3 clusters Score -666703.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -667117.812500 Penalty: 3030.366455
	Iteration 3F: 3 clusters Score -667117.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -667507.750000 Penalty: 3030.366455
	Iteration 4F: 3 clusters Score -667507.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -667894.875000 Penalty: 3030.366455
	Iteration 5F: 3 clusters Score -667894.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -668287.062500 Penalty: 3030.366455
	Iteration 6F: 3 clusters Score -668287.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -668659.000000 Penalty: 3030.366455
	Iteration 7F: 3 clusters Score -668659 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -668982.625000 Penalty: 3030.366455
	Iteration 8Q: 3 clusters Score -668982.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -669218.562500 Penalty: 3030.366455
	Iteration 9Q: 3 clusters Score -669218.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -669400.375000 Penalty: 3030.366455
	Iteration 10Q: 3 clusters Score -669400.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -669575.250000 Penalty: 3030.366455
	Iteration 11Q: 3 clusters Score -669575.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -669721.375000 Penalty: 3030.366455
	Iteration 12Q: 3 clusters Score -669721.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -669837.750000 Penalty: 3030.366455
	Iteration 13Q: 3 clusters Score -669837.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -669952.687500 Penalty: 3030.366455
	Iteration 14Q: 3 clusters Score -669952.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -670041.187500 Penalty: 3030.366455
	Iteration 15Q: 3 clusters Score -670041.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -670111.562500 Penalty: 3030.366455
	Iteration 16Q: 3 clusters Score -670111.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -670151.562500 Penalty: 3030.366455
	Iteration 17Q: 3 clusters Score -670151.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -670178.812500 Penalty: 3030.366455
	Iteration 18Q: 3 clusters Score -670178.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -670195.812500 Penalty: 3030.366455
	Iteration 19Q: 3 clusters Score -670195.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -670209.125000 Penalty: 3030.366455
	Iteration 20F: 3 clusters Score -670209.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -670221.562500 Penalty: 3030.366455
	Iteration 21Q: 3 clusters Score -670221.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -670228.187500 Penalty: 3030.366455
	Iteration 22Q: 3 clusters Score -670228.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -670236.875000 Penalty: 3030.366455
	Iteration 23Q: 3 clusters Score -670236.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -670241.687500 Penalty: 3030.366455
	Iteration 24Q: 3 clusters Score -670241.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -670247.125000 Penalty: 3030.366455
	Iteration 25Q: 3 clusters Score -670247.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -670252.562500 Penalty: 3030.366455
	Iteration 26Q: 3 clusters Score -670252.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -670255.187500 Penalty: 3030.366455
	Iteration 27Q: 3 clusters Score -670255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -670257.875000 Penalty: 3030.366455
	Iteration 28Q: 3 clusters Score -670257.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -670260.062500 Penalty: 3030.366455
	Iteration 29Q: 3 clusters Score -670260.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -670260.250000 Penalty: 3030.366455
	Iteration 30Q: 3 clusters Score -670260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -670261.500000 Penalty: 3030.366455
	Iteration 31Q: 3 clusters Score -670261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -670265.250000 Penalty: 3030.366455
	Iteration 32Q: 3 clusters Score -670265.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -670267.750000 Penalty: 3030.366455
	Iteration 33Q: 3 clusters Score -670267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -670267.750000 Penalty: 3030.366455
	Iteration 34Q: 3 clusters Score -670267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -670270.562500 Penalty: 3030.366455
	Iteration 35Q: 3 clusters Score -670270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -670271.312500 Penalty: 3030.366455
	Iteration 36Q: 3 clusters Score -670271.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -670272.625000 Penalty: 3030.366455
	Iteration 37Q: 3 clusters Score -670272.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -670274.625000 Penalty: 3030.366455
	Iteration 38Q: 3 clusters Score -670274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -670273.625000 Penalty: 3030.366455
	Iteration 39Q: 3 clusters Score -670273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -670275.250000 Penalty: 3030.366455
	Iteration 40F: 3 clusters Score -670275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -670274.625000 Penalty: 3030.366455
	Iteration 41Q: 3 clusters Score -670274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -670275.875000 Penalty: 3030.366455
	Iteration 42Q: 3 clusters Score -670275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -670276.125000 Penalty: 3030.366455
	Iteration 43Q: 3 clusters Score -670276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -670276.625000 Penalty: 3030.366455
	Iteration 44Q: 3 clusters Score -670276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -670278.375000 Penalty: 3030.366455
	Iteration 45Q: 3 clusters Score -670278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -670279.500000 Penalty: 3030.366455
	Iteration 46Q: 3 clusters Score -670279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -670279.312500 Penalty: 3030.366455
	Iteration 47Q: 3 clusters Score -670279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -670282.562500 Penalty: 3030.366455
	Iteration 48Q: 3 clusters Score -670282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -670282.062500 Penalty: 3030.366455
	Iteration 49Q: 3 clusters Score -670282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -670285.125000 Penalty: 3030.366455
	Iteration 50Q: 3 clusters Score -670285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -670284.937500 Penalty: 3030.366455
	Iteration 51Q: 3 clusters Score -670284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -670286.437500 Penalty: 3030.366455
	Iteration 52Q: 3 clusters Score -670286.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -670288.000000 Penalty: 3030.366455
	Iteration 53Q: 3 clusters Score -670288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -670290.500000 Penalty: 3030.366455
	Iteration 54Q: 3 clusters Score -670290.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -670291.187500 Penalty: 3030.366455
	Iteration 55Q: 3 clusters Score -670291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -670292.000000 Penalty: 3030.366455
	Iteration 56Q: 3 clusters Score -670292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -670294.687500 Penalty: 3030.366455
	Iteration 57Q: 3 clusters Score -670294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -670298.062500 Penalty: 3030.366455
	Iteration 58Q: 3 clusters Score -670298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -670299.750000 Penalty: 3030.366455
	Iteration 59Q: 3 clusters Score -670299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -670303.750000 Penalty: 3030.366455
	Iteration 60F: 3 clusters Score -670303.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -670305.937500 Penalty: 3030.366455
	Iteration 61Q: 3 clusters Score -670305.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -670308.125000 Penalty: 3030.366455
	Iteration 62Q: 3 clusters Score -670308.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -670308.312500 Penalty: 3030.366455
	Iteration 63Q: 3 clusters Score -670308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -670310.625000 Penalty: 3030.366455
	Iteration 64Q: 3 clusters Score -670310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -670311.500000 Penalty: 3030.366455
	Iteration 65Q: 3 clusters Score -670311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -670311.375000 Penalty: 3030.366455
	Iteration 66Q: 3 clusters Score -670311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -670311.375000 Penalty: 3030.366455
	Iteration 67F: 3 clusters Score -670311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -114866.468750 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -114866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -112785.625000 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -112785.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -113305.015625 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -113305 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -113448.257812 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -113448.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -113560.664062 Penalty: 2473.527100
	Iteration 3F: 3 clusters Score -113560.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -113652.710938 Penalty: 2473.527100
	Iteration 4Q: 3 clusters Score -113652.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -113757.585938 Penalty: 2473.527100
	Iteration 5Q: 3 clusters Score -113757.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -113852.218750 Penalty: 2473.527100
	Iteration 6Q: 3 clusters Score -113852.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -113913.335938 Penalty: 2473.527100
	Iteration 7Q: 3 clusters Score -113913.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -113946.734375 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -113946.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -113981.023438 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -113981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -114004.390625 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -114004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -114023.015625 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -114023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -114035.734375 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -114035.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -114045.546875 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -114045.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -114059.906250 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -114059.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -114076.531250 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -114076.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -114088.812500 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -114088.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -114099.335938 Penalty: 2473.527100
	Iteration 17Q: 3 clusters Score -114099.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -114108.523438 Penalty: 2473.527100
	Iteration 18Q: 3 clusters Score -114108.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -114113.687500 Penalty: 2473.527100
	Iteration 19Q: 3 clusters Score -114113.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -114119.437500 Penalty: 2473.527100
	Iteration 20F: 3 clusters Score -114119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -114123.726562 Penalty: 2473.527100
	Iteration 21Q: 3 clusters Score -114123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -114125.906250 Penalty: 2473.527100
	Iteration 22Q: 3 clusters Score -114125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -114126.648438 Penalty: 2473.527100
	Iteration 23Q: 3 clusters Score -114126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -114128.859375 Penalty: 2473.527100
	Iteration 24Q: 3 clusters Score -114128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -114131.085938 Penalty: 2473.527100
	Iteration 25Q: 3 clusters Score -114131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -114131.453125 Penalty: 2473.527100
	Iteration 26Q: 3 clusters Score -114131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -114132.734375 Penalty: 2473.527100
	Iteration 27Q: 3 clusters Score -114132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -114134.093750 Penalty: 2473.527100
	Iteration 28Q: 3 clusters Score -114134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -114134.609375 Penalty: 2473.527100
	Iteration 29Q: 3 clusters Score -114134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -114134.609375 Penalty: 2473.527100
	Iteration 30F: 3 clusters Score -114134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Entering Unmasked Estep 
Score: -191830.015625 Penalty: 1326.640503
	Iteration 0F: 2 clusters Score -191830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -188811.890625 Penalty: 2653.281006
	Iteration 0F: 3 clusters Score -188811.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -189561.281250 Penalty: 2653.281006
	Iteration 1F: 3 clusters Score -189561.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -189688.546875 Penalty: 2653.281006
	Iteration 2F: 3 clusters Score -189688.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -189777.140625 Penalty: 2653.281006
	Iteration 3Q: 3 clusters Score -189777.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -189855.890625 Penalty: 2653.281006
	Iteration 4Q: 3 clusters Score -189855.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -189912.062500 Penalty: 2653.281006
	Iteration 5Q: 3 clusters Score -189912.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -189965.093750 Penalty: 2653.281006
	Iteration 6Q: 3 clusters Score -189965.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -190010.625000 Penalty: 2653.281006
	Iteration 7Q: 3 clusters Score -190010.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -190048.906250 Penalty: 2653.281006
	Iteration 8Q: 3 clusters Score -190048.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -190092.218750 Penalty: 2653.281006
	Iteration 9Q: 3 clusters Score -190092.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -190134.640625 Penalty: 2653.281006
	Iteration 10Q: 3 clusters Score -190134.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -190175.421875 Penalty: 2653.281006
	Iteration 11Q: 3 clusters Score -190175.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -190197.968750 Penalty: 2653.281006
	Iteration 12Q: 3 clusters Score -190198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -190219.437500 Penalty: 2653.281006
	Iteration 13Q: 3 clusters Score -190219.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -190239.812500 Penalty: 2653.281006
	Iteration 14Q: 3 clusters Score -190239.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -190257.828125 Penalty: 2653.281006
	Iteration 15Q: 3 clusters Score -190257.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -190273.359375 Penalty: 2653.281006
	Iteration 16Q: 3 clusters Score -190273.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -190284.609375 Penalty: 2653.281006
	Iteration 17Q: 3 clusters Score -190284.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -190301.265625 Penalty: 2653.281006
	Iteration 18Q: 3 clusters Score -190301.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -190313.531250 Penalty: 2653.281006
	Iteration 19Q: 3 clusters Score -190313.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -190323.312500 Penalty: 2653.281006
	Iteration 20F: 3 clusters Score -190323.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -190331.421875 Penalty: 2653.281006
	Iteration 21Q: 3 clusters Score -190331.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -190342.968750 Penalty: 2653.281006
	Iteration 22Q: 3 clusters Score -190343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -190357.593750 Penalty: 2653.281006
	Iteration 23Q: 3 clusters Score -190357.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -190372.578125 Penalty: 2653.281006
	Iteration 24Q: 3 clusters Score -190372.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -190383.265625 Penalty: 2653.281006
	Iteration 25Q: 3 clusters Score -190383.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -190391.343750 Penalty: 2653.281006
	Iteration 26Q: 3 clusters Score -190391.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -190397.265625 Penalty: 2653.281006
	Iteration 27Q: 3 clusters Score -190397.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -190401.281250 Penalty: 2653.281006
	Iteration 28Q: 3 clusters Score -190401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -190404.828125 Penalty: 2653.281006
	Iteration 29Q: 3 clusters Score -190404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -190407.250000 Penalty: 2653.281006
	Iteration 30Q: 3 clusters Score -190407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -190410.125000 Penalty: 2653.281006
	Iteration 31Q: 3 clusters Score -190410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -190414.406250 Penalty: 2653.281006
	Iteration 32Q: 3 clusters Score -190414.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -190416.984375 Penalty: 2653.281006
	Iteration 33Q: 3 clusters Score -190417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -190419.718750 Penalty: 2653.281006
	Iteration 34Q: 3 clusters Score -190419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -190421.343750 Penalty: 2653.281006
	Iteration 35Q: 3 clusters Score -190421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -190421.593750 Penalty: 2653.281006
	Iteration 36Q: 3 clusters Score -190421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -190421.593750 Penalty: 2653.281006
	Iteration 37F: 3 clusters Score -190421.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -32417.695312 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -32417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -31080.164062 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -31080.16 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31435.355469 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -31435.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -31606.687500 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -31606.69 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -31784.455078 Penalty: 2211.499756
	Iteration 3F: 3 clusters Score -31784.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31911.523438 Penalty: 2211.499756
	Iteration 4F: 3 clusters Score -31911.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -32044.142578 Penalty: 2211.499756
	Iteration 5F: 3 clusters Score -32044.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -32135.824219 Penalty: 2211.499756
	Iteration 6F: 3 clusters Score -32135.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -32189.187500 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -32189.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -32236.218750 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -32236.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -32260.972656 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -32260.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -32282.945312 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -32282.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -32298.728516 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -32298.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -32301.781250 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -32301.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -32303.160156 Penalty: 2211.499756
	Iteration 13Q: 3 clusters Score -32303.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -32304.230469 Penalty: 2211.499756
	Iteration 14Q: 3 clusters Score -32304.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -32306.746094 Penalty: 2211.499756
	Iteration 15Q: 3 clusters Score -32306.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32307.488281 Penalty: 2211.499756
	Iteration 16Q: 3 clusters Score -32307.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32307.488281 Penalty: 2211.499756
	Iteration 17F: 3 clusters Score -32307.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -357404.156250 Penalty: 1421.985962
	Iteration 0F: 2 clusters Score -357404.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -352531.031250 Penalty: 2843.971924
	Iteration 0F: 3 clusters Score -352531 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -353968.437500 Penalty: 2843.971924
	Iteration 1F: 3 clusters Score -353968.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -354220.062500 Penalty: 2843.971924
	Iteration 2F: 3 clusters Score -354220.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -354456.625000 Penalty: 2843.971924
	Iteration 3F: 3 clusters Score -354456.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -354678.031250 Penalty: 2843.971924
	Iteration 4F: 3 clusters Score -354678 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -354862.187500 Penalty: 2843.971924
	Iteration 5F: 3 clusters Score -354862.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -355035.531250 Penalty: 2843.971924
	Iteration 6Q: 3 clusters Score -355035.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -355197.718750 Penalty: 2843.971924
	Iteration 7Q: 3 clusters Score -355197.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -355327.500000 Penalty: 2843.971924
	Iteration 8Q: 3 clusters Score -355327.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -355455.500000 Penalty: 2843.971924
	Iteration 9Q: 3 clusters Score -355455.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -355574.375000 Penalty: 2843.971924
	Iteration 10Q: 3 clusters Score -355574.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -355672.750000 Penalty: 2843.971924
	Iteration 11Q: 3 clusters Score -355672.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -355749.875000 Penalty: 2843.971924
	Iteration 12Q: 3 clusters Score -355749.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -355811.343750 Penalty: 2843.971924
	Iteration 13Q: 3 clusters Score -355811.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -355848.531250 Penalty: 2843.971924
	Iteration 14Q: 3 clusters Score -355848.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -355881.937500 Penalty: 2843.971924
	Iteration 15Q: 3 clusters Score -355881.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -355922.843750 Penalty: 2843.971924
	Iteration 16Q: 3 clusters Score -355922.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -355962.093750 Penalty: 2843.971924
	Iteration 17Q: 3 clusters Score -355962.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -355998.906250 Penalty: 2843.971924
	Iteration 18Q: 3 clusters Score -355998.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -356038.906250 Penalty: 2843.971924
	Iteration 19Q: 3 clusters Score -356038.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -356081.375000 Penalty: 2843.971924
	Iteration 20F: 3 clusters Score -356081.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -356102.281250 Penalty: 2843.971924
	Iteration 21Q: 3 clusters Score -356102.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -356117.531250 Penalty: 2843.971924
	Iteration 22Q: 3 clusters Score -356117.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -356123.343750 Penalty: 2843.971924
	Iteration 23Q: 3 clusters Score -356123.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -356133.000000 Penalty: 2843.971924
	Iteration 24Q: 3 clusters Score -356133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -356141.250000 Penalty: 2843.971924
	Iteration 25Q: 3 clusters Score -356141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -356145.875000 Penalty: 2843.971924
	Iteration 26Q: 3 clusters Score -356145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -356149.062500 Penalty: 2843.971924
	Iteration 27Q: 3 clusters Score -356149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -356153.718750 Penalty: 2843.971924
	Iteration 28Q: 3 clusters Score -356153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -356157.968750 Penalty: 2843.971924
	Iteration 29Q: 3 clusters Score -356158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -356160.968750 Penalty: 2843.971924
	Iteration 30Q: 3 clusters Score -356161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -356163.062500 Penalty: 2843.971924
	Iteration 31Q: 3 clusters Score -356163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -356165.406250 Penalty: 2843.971924
	Iteration 32Q: 3 clusters Score -356165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -356166.437500 Penalty: 2843.971924
	Iteration 33Q: 3 clusters Score -356166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -356167.156250 Penalty: 2843.971924
	Iteration 34Q: 3 clusters Score -356167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -356167.156250 Penalty: 2843.971924
	Iteration 35F: 3 clusters Score -356167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -192955.093750 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -192955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -190100.859375 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -190100.9 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -190818.906250 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -190818.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -191010.781250 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -191010.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -191166.281250 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -191166.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -191274.890625 Penalty: 2620.290771
	Iteration 4Q: 3 clusters Score -191274.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -191368.500000 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -191368.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -191445.562500 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -191445.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -191512.156250 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -191512.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -191563.562500 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -191563.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -191626.218750 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -191626.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -191674.250000 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -191674.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -191722.031250 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -191722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -191755.515625 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -191755.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -191777.140625 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -191777.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -191792.109375 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -191792.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -191801.921875 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -191801.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -191818.562500 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -191818.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -191838.203125 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -191838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -191855.859375 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -191855.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -191873.218750 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -191873.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -191887.765625 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -191887.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -191902.000000 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -191902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -191923.765625 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -191923.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -191948.265625 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -191948.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -191971.640625 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -191971.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -191993.281250 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -191993.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -192004.328125 Penalty: 2620.290771
	Iteration 26Q: 3 clusters Score -192004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -192010.171875 Penalty: 2620.290771
	Iteration 27Q: 3 clusters Score -192010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -192016.515625 Penalty: 2620.290771
	Iteration 28Q: 3 clusters Score -192016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -192025.296875 Penalty: 2620.290771
	Iteration 29Q: 3 clusters Score -192025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -192030.906250 Penalty: 2620.290771
	Iteration 30Q: 3 clusters Score -192030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -192036.468750 Penalty: 2620.290771
	Iteration 31Q: 3 clusters Score -192036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -192038.890625 Penalty: 2620.290771
	Iteration 32Q: 3 clusters Score -192038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -192040.375000 Penalty: 2620.290771
	Iteration 33Q: 3 clusters Score -192040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -192040.375000 Penalty: 2620.290771
	Iteration 34F: 3 clusters Score -192040.4 nChanged 0
--- Evaluating fit on full set of 701719 points ---
Entering Unmasked Estep 
Score: -38139852.000000 Penalty: 89685.835938
23->42 Clusters: Score -38139852.000000, best is -38243444.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 233906 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10128 members 
Mstep: Class 3 contains 10195 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 10386 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 10225 members 
Mstep: Class 8 contains 10122 members 
Mstep: Class 9 contains 10218 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 10065 members 
Mstep: Class 14 contains 10199 members 
Mstep: Class 15 contains 10304 members 
Mstep: Class 16 contains 10223 members 
Mstep: Class 17 contains 10204 members 
Mstep: Class 18 contains 10248 members 
Mstep: Class 19 contains 10238 members 
Mstep: Class 20 contains 10129 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 10005 members 
Mstep: Class 23 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 431.580841 but Gain 2008.933594
Score: -10493396.000000 Penalty: 44196.562500
Iteration 0F: 23 clusters Score -1.04934e+07 nChanged 221042
Entering Unmasked Mstep 
Mstep: Class 0 contains 551 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 4 contains 11649 members 
Mstep: Class 5 contains 20913 members 
Mstep: Class 6 contains 20308 members 
Mstep: Class 7 contains 8293 members 
Mstep: Class 8 contains 5196 members 
Mstep: Class 9 contains 12322 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 3665 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 4572 members 
Mstep: Class 14 contains 8786 members 
Mstep: Class 15 contains 9327 members 
Mstep: Class 16 contains 9916 members 
Mstep: Class 17 contains 10966 members 
Mstep: Class 18 contains 33502 members 
Mstep: Class 19 contains 8765 members 
Mstep: Class 20 contains 7434 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 7036 members 
Mstep: Class 23 contains 12039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11570431.000000 Penalty: 44196.562500
Iteration 1F: 23 clusters Score -1.157043e+07 nChanged 99910
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 4 contains 23422 members 
Mstep: Class 5 contains 21332 members 
Mstep: Class 6 contains 24284 members 
Mstep: Class 7 contains 7725 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 2835 members 
Mstep: Class 12 contains 5538 members 
Mstep: Class 13 contains 3727 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 6269 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 12677 members 
Mstep: Class 18 contains 47610 members 
Mstep: Class 19 contains 8109 members 
Mstep: Class 20 contains 3761 members 
Mstep: Class 21 contains 5580 members 
Mstep: Class 22 contains 5312 members 
Mstep: Class 23 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11963503.000000 Penalty: 44196.562500
Iteration 2F: 23 clusters Score -1.19635e+07 nChanged 74152
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 4 contains 42348 members 
Mstep: Class 5 contains 17297 members 
Mstep: Class 6 contains 20462 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 12773 members 
Mstep: Class 10 contains 7739 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 2734 members 
Mstep: Class 14 contains 10354 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 16047 members 
Mstep: Class 18 contains 43298 members 
Mstep: Class 19 contains 7306 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 9677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1855.359131 but Gain 2008.933594
Score: -12236528.000000 Penalty: 42187.628906
Iteration 3F: 22 clusters Score -1.223653e+07 nChanged 53054
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 4 contains 47633 members 
Mstep: Class 5 contains 16168 members 
Mstep: Class 6 contains 16877 members 
Mstep: Class 7 contains 2448 members 
Mstep: Class 8 contains 3247 members 
Mstep: Class 9 contains 16446 members 
Mstep: Class 10 contains 9467 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 1845 members 
Mstep: Class 14 contains 13228 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 17 contains 20674 members 
Mstep: Class 18 contains 35487 members 
Mstep: Class 19 contains 5849 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 7684 members 
Mstep: Class 22 contains 3253 members 
Mstep: Class 23 contains 12090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 996.697021 but Gain 2008.937500
Score: -12404517.000000 Penalty: 40178.691406
Iteration 4F: 21 clusters Score -1.240452e+07 nChanged 33437
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 4 contains 44903 members 
Mstep: Class 5 contains 17730 members 
Mstep: Class 6 contains 15073 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 17549 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 2524 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 17 contains 21839 members 
Mstep: Class 18 contains 32791 members 
Mstep: Class 19 contains 5052 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 7535 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 17317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12469038.000000 Penalty: 40178.691406
Iteration 5F: 21 clusters Score -1.246904e+07 nChanged 20994
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 4 contains 42102 members 
Mstep: Class 5 contains 18783 members 
Mstep: Class 6 contains 16454 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 17424 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 12 contains 2037 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 14699 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 17 contains 21855 members 
Mstep: Class 18 contains 31246 members 
Mstep: Class 19 contains 4626 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 7047 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 20384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12496154.000000 Penalty: 40178.691406
Iteration 6F: 21 clusters Score -1.249615e+07 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1740 members 
Mstep: Class 4 contains 40112 members 
Mstep: Class 5 contains 19892 members 
Mstep: Class 6 contains 18663 members 
Mstep: Class 8 contains 4486 members 
Mstep: Class 9 contains 17058 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1728 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 17 contains 21758 members 
Mstep: Class 18 contains 28814 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 22509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12525619.000000 Penalty: 40178.691406
Iteration 7F: 21 clusters Score -1.252562e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 4 contains 38743 members 
Mstep: Class 5 contains 20744 members 
Mstep: Class 6 contains 19621 members 
Mstep: Class 8 contains 4546 members 
Mstep: Class 9 contains 16578 members 
Mstep: Class 10 contains 7708 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 17 contains 21543 members 
Mstep: Class 18 contains 26931 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 3425 members 
Mstep: Class 23 contains 24007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12550338.000000 Penalty: 40178.691406
Iteration 8F: 21 clusters Score -1.255034e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 4 contains 37806 members 
Mstep: Class 5 contains 21265 members 
Mstep: Class 6 contains 18922 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 9 contains 16015 members 
Mstep: Class 10 contains 7331 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 15065 members 
Mstep: Class 15 contains 2635 members 
Mstep: Class 17 contains 21196 members 
Mstep: Class 18 contains 26998 members 
Mstep: Class 19 contains 4725 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 3488 members 
Mstep: Class 23 contains 25073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12563202.000000 Penalty: 40178.691406
Iteration 9Q: 21 clusters Score -1.25632e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 4 contains 37381 members 
Mstep: Class 5 contains 21526 members 
Mstep: Class 6 contains 17948 members 
Mstep: Class 8 contains 4639 members 
Mstep: Class 9 contains 15446 members 
Mstep: Class 10 contains 7205 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 15245 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 27274 members 
Mstep: Class 19 contains 4810 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 25806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12577136.000000 Penalty: 40178.691406
Iteration 10Q: 21 clusters Score -1.257714e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 4 contains 37194 members 
Mstep: Class 5 contains 21589 members 
Mstep: Class 6 contains 17688 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 14891 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 1881 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 17 contains 20450 members 
Mstep: Class 18 contains 26848 members 
Mstep: Class 19 contains 4857 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 3575 members 
Mstep: Class 23 contains 26239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12587626.000000 Penalty: 40178.691406
Iteration 11Q: 21 clusters Score -1.258763e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 4 contains 36869 members 
Mstep: Class 5 contains 21612 members 
Mstep: Class 6 contains 17814 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 14289 members 
Mstep: Class 10 contains 7305 members 
Mstep: Class 11 contains 1890 members 
Mstep: Class 12 contains 1149 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 15921 members 
Mstep: Class 15 contains 2545 members 
Mstep: Class 17 contains 20657 members 
Mstep: Class 18 contains 25961 members 
Mstep: Class 19 contains 4898 members 
Mstep: Class 20 contains 3302 members 
Mstep: Class 21 contains 5465 members 
Mstep: Class 22 contains 3583 members 
Mstep: Class 23 contains 26334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12592734.000000 Penalty: 40178.691406
Iteration 12Q: 21 clusters Score -1.259273e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 4 contains 36438 members 
Mstep: Class 5 contains 21630 members 
Mstep: Class 6 contains 17951 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 13748 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 16419 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 17 contains 21019 members 
Mstep: Class 18 contains 24905 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 3570 members 
Mstep: Class 23 contains 26295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12597490.000000 Penalty: 40178.691406
Iteration 13Q: 21 clusters Score -1.259749e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 4 contains 36010 members 
Mstep: Class 5 contains 21622 members 
Mstep: Class 6 contains 18091 members 
Mstep: Class 8 contains 4824 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 7619 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 17 contains 21373 members 
Mstep: Class 18 contains 23833 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5456 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 26137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12601516.000000 Penalty: 40178.691406
Iteration 14Q: 21 clusters Score -1.260152e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 4 contains 35589 members 
Mstep: Class 5 contains 21507 members 
Mstep: Class 6 contains 18201 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 12849 members 
Mstep: Class 10 contains 7787 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 2960 members 
Mstep: Class 14 contains 17284 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 17 contains 21707 members 
Mstep: Class 18 contains 22858 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 3443 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 3485 members 
Mstep: Class 23 contains 25904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12603581.000000 Penalty: 40178.691406
Iteration 15Q: 21 clusters Score -1.260358e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 4 contains 35218 members 
Mstep: Class 5 contains 21350 members 
Mstep: Class 6 contains 18277 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 12458 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 3019 members 
Mstep: Class 14 contains 17650 members 
Mstep: Class 15 contains 2625 members 
Mstep: Class 17 contains 22036 members 
Mstep: Class 18 contains 22107 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 3503 members 
Mstep: Class 21 contains 5722 members 
Mstep: Class 22 contains 3469 members 
Mstep: Class 23 contains 25638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12605048.000000 Penalty: 40178.691406
Iteration 16Q: 21 clusters Score -1.260505e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 4 contains 34862 members 
Mstep: Class 5 contains 21213 members 
Mstep: Class 6 contains 18319 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 12077 members 
Mstep: Class 10 contains 7992 members 
Mstep: Class 11 contains 2005 members 
Mstep: Class 12 contains 1163 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 17 contains 22338 members 
Mstep: Class 18 contains 21439 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 3592 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 3464 members 
Mstep: Class 23 contains 25342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12606499.000000 Penalty: 40178.691406
Iteration 17Q: 21 clusters Score -1.26065e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 4 contains 34503 members 
Mstep: Class 5 contains 21070 members 
Mstep: Class 6 contains 18354 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 11715 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 18375 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 17 contains 22619 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 3692 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 3486 members 
Mstep: Class 23 contains 25033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12608048.000000 Penalty: 40178.691406
Iteration 18Q: 21 clusters Score -1.260805e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 4 contains 34150 members 
Mstep: Class 5 contains 20958 members 
Mstep: Class 6 contains 18379 members 
Mstep: Class 8 contains 4718 members 
Mstep: Class 9 contains 11326 members 
Mstep: Class 10 contains 8161 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 3150 members 
Mstep: Class 14 contains 18679 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 17 contains 22907 members 
Mstep: Class 18 contains 20317 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 5856 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 24723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12609860.000000 Penalty: 40178.691406
Iteration 19Q: 21 clusters Score -1.260986e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 4 contains 33711 members 
Mstep: Class 5 contains 20858 members 
Mstep: Class 6 contains 18388 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 8235 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 18945 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 17 contains 23235 members 
Mstep: Class 18 contains 19790 members 
Mstep: Class 19 contains 5295 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 5876 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 24364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12614376.000000 Penalty: 40178.691406
Iteration 20F: 21 clusters Score -1.261438e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 4 contains 32726 members 
Mstep: Class 5 contains 20763 members 
Mstep: Class 6 contains 18394 members 
Mstep: Class 8 contains 4674 members 
Mstep: Class 9 contains 10441 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 19136 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 17 contains 23568 members 
Mstep: Class 18 contains 19107 members 
Mstep: Class 19 contains 5333 members 
Mstep: Class 20 contains 3978 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 3697 members 
Mstep: Class 23 contains 23987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12621257.000000 Penalty: 40178.691406
Iteration 21Q: 21 clusters Score -1.262126e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 6548 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 20676 members 
Mstep: Class 6 contains 18399 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 9962 members 
Mstep: Class 10 contains 8387 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 19279 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 17 contains 23862 members 
Mstep: Class 18 contains 18337 members 
Mstep: Class 19 contains 5366 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 23544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12627793.000000 Penalty: 40178.691406
Iteration 22Q: 21 clusters Score -1.262779e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 8728 members 
Mstep: Class 4 contains 29208 members 
Mstep: Class 5 contains 20596 members 
Mstep: Class 6 contains 18402 members 
Mstep: Class 8 contains 4643 members 
Mstep: Class 9 contains 9443 members 
Mstep: Class 10 contains 8456 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 12 contains 1254 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 19206 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 17 contains 24143 members 
Mstep: Class 18 contains 17565 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 4171 members 
Mstep: Class 21 contains 5913 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 23018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12634708.000000 Penalty: 40178.691406
Iteration 23Q: 21 clusters Score -1.263471e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 10230 members 
Mstep: Class 4 contains 28452 members 
Mstep: Class 5 contains 20517 members 
Mstep: Class 6 contains 18404 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 19012 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 24111 members 
Mstep: Class 18 contains 16747 members 
Mstep: Class 19 contains 5439 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 4025 members 
Mstep: Class 23 contains 22522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12639484.000000 Penalty: 40178.691406
Iteration 24Q: 21 clusters Score -1.263948e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 11180 members 
Mstep: Class 4 contains 28167 members 
Mstep: Class 5 contains 20434 members 
Mstep: Class 6 contains 18402 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 8616 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 18744 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 17 contains 23928 members 
Mstep: Class 18 contains 15860 members 
Mstep: Class 19 contains 5474 members 
Mstep: Class 20 contains 4403 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 22 contains 4215 members 
Mstep: Class 23 contains 22057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12643055.000000 Penalty: 40178.691406
Iteration 25Q: 21 clusters Score -1.264306e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 11800 members 
Mstep: Class 4 contains 27947 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 18395 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 1260 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 18483 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 17 contains 23777 members 
Mstep: Class 18 contains 14863 members 
Mstep: Class 19 contains 5497 members 
Mstep: Class 20 contains 4548 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 22 contains 4452 members 
Mstep: Class 23 contains 21752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12645969.000000 Penalty: 40178.691406
Iteration 26Q: 21 clusters Score -1.264597e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 12176 members 
Mstep: Class 4 contains 27717 members 
Mstep: Class 5 contains 20259 members 
Mstep: Class 6 contains 18392 members 
Mstep: Class 8 contains 4575 members 
Mstep: Class 9 contains 8917 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 18278 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 17 contains 23691 members 
Mstep: Class 18 contains 13739 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 5941 members 
Mstep: Class 22 contains 4705 members 
Mstep: Class 23 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12648797.000000 Penalty: 40178.691406
Iteration 27Q: 21 clusters Score -1.26488e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 12375 members 
Mstep: Class 4 contains 27515 members 
Mstep: Class 5 contains 20169 members 
Mstep: Class 6 contains 18399 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 8717 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 17 contains 23642 members 
Mstep: Class 18 contains 12518 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 4971 members 
Mstep: Class 21 contains 5938 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 21479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12652628.000000 Penalty: 40178.691406
Iteration 28Q: 21 clusters Score -1.265263e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 4 contains 27358 members 
Mstep: Class 5 contains 20077 members 
Mstep: Class 6 contains 18403 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 8527 members 
Mstep: Class 10 contains 9031 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 17899 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 17 contains 23598 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 5576 members 
Mstep: Class 20 contains 5288 members 
Mstep: Class 21 contains 5948 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 21400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12657546.000000 Penalty: 40178.691406
Iteration 29Q: 21 clusters Score -1.265755e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 12572 members 
Mstep: Class 4 contains 27218 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 18414 members 
Mstep: Class 8 contains 4464 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 1341 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 17655 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 17 contains 23565 members 
Mstep: Class 18 contains 11282 members 
Mstep: Class 19 contains 5599 members 
Mstep: Class 20 contains 5671 members 
Mstep: Class 21 contains 5969 members 
Mstep: Class 22 contains 5387 members 
Mstep: Class 23 contains 21344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12661337.000000 Penalty: 40178.691406
Iteration 30Q: 21 clusters Score -1.266134e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 12614 members 
Mstep: Class 4 contains 27103 members 
Mstep: Class 5 contains 19848 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 8 contains 4411 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 17385 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 17 contains 23525 members 
Mstep: Class 18 contains 11177 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 5991 members 
Mstep: Class 22 contains 5627 members 
Mstep: Class 23 contains 21305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12662349.000000 Penalty: 40178.691406
Iteration 31Q: 21 clusters Score -1.266235e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 12634 members 
Mstep: Class 4 contains 27009 members 
Mstep: Class 5 contains 19701 members 
Mstep: Class 6 contains 18400 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 7971 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 17128 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 17 contains 23440 members 
Mstep: Class 18 contains 11161 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 21282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 32Q: 21 clusters Score -1.266301e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 12637 members 
Mstep: Class 4 contains 26953 members 
Mstep: Class 5 contains 19550 members 
Mstep: Class 6 contains 18392 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 7897 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 16861 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 17 contains 23320 members 
Mstep: Class 18 contains 11153 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 6606 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 21264 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -1.26636e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 12644 members 
Mstep: Class 4 contains 26913 members 
Mstep: Class 5 contains 19372 members 
Mstep: Class 6 contains 18371 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 7878 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1359 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 16622 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 17 contains 23213 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 6276 members 
Mstep: Class 23 contains 21261 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -1.266404e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 12657 members 
Mstep: Class 4 contains 26896 members 
Mstep: Class 5 contains 19166 members 
Mstep: Class 6 contains 18348 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 7885 members 
Mstep: Class 10 contains 9946 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 16365 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 23128 members 
Mstep: Class 18 contains 11156 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 6417 members 
Mstep: Class 23 contains 21272 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -1.266454e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 12663 members 
Mstep: Class 4 contains 26888 members 
Mstep: Class 5 contains 18950 members 
Mstep: Class 6 contains 18312 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 11 contains 1611 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 16151 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 17 contains 23016 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 7088 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 21278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12665012.000000 Penalty: 40178.691406
Iteration 36Q: 21 clusters Score -1.266501e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 12678 members 
Mstep: Class 4 contains 26892 members 
Mstep: Class 5 contains 18742 members 
Mstep: Class 6 contains 18283 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15964 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 17 contains 22904 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 19 contains 5918 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 6098 members 
Mstep: Class 22 contains 6665 members 
Mstep: Class 23 contains 21277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12665284.000000 Penalty: 40178.691406
Iteration 37Q: 21 clusters Score -1.266528e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 12680 members 
Mstep: Class 4 contains 26912 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 18239 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 10477 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 1381 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 15822 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 17 contains 22805 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 6111 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 21270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12665612.000000 Penalty: 40178.691406
Iteration 38Q: 21 clusters Score -1.266561e+07 nChanged 727
Entering ConstructFrom: 
Score: -12665612.000000 Penalty: 40178.691406
Entering ConstructFrom: 
Trying to split cluster 1 (28383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Entering Unmasked Estep 
Score: -1649276.250000 Penalty: 1666.201172
	Iteration 0F: 2 clusters Score -1649276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1629960.250000 Penalty: 3332.402344
	Iteration 0F: 3 clusters Score -1629960 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1637361.500000 Penalty: 3332.402344
	Iteration 1F: 3 clusters Score -1637362 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1637882.750000 Penalty: 3332.402344
	Iteration 2Q: 3 clusters Score -1637883 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1638479.625000 Penalty: 3332.402344
	Iteration 3F: 3 clusters Score -1638480 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1639176.500000 Penalty: 3332.402344
	Iteration 4F: 3 clusters Score -1639176 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1640079.250000 Penalty: 3332.402344
	Iteration 5F: 3 clusters Score -1640079 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1641300.500000 Penalty: 3332.402344
	Iteration 6F: 3 clusters Score -1641300 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1643080.500000 Penalty: 3332.402344
	Iteration 7F: 3 clusters Score -1643080 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1645155.500000 Penalty: 3332.402344
	Iteration 8F: 3 clusters Score -1645156 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1646999.500000 Penalty: 3332.402344
	Iteration 9F: 3 clusters Score -1647000 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1648069.125000 Penalty: 3332.402344
	Iteration 10Q: 3 clusters Score -1648069 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1648494.125000 Penalty: 3332.402344
	Iteration 11Q: 3 clusters Score -1648494 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1648643.250000 Penalty: 3332.402344
	Iteration 12Q: 3 clusters Score -1648643 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1648705.625000 Penalty: 3332.402344
	Iteration 13Q: 3 clusters Score -1648706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1648724.625000 Penalty: 3332.402344
	Iteration 14Q: 3 clusters Score -1648725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1648737.375000 Penalty: 3332.402344
	Iteration 15Q: 3 clusters Score -1648737 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1648752.125000 Penalty: 3332.402344
	Iteration 16Q: 3 clusters Score -1648752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1648756.500000 Penalty: 3332.402344
	Iteration 17Q: 3 clusters Score -1648756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1648761.750000 Penalty: 3332.402344
	Iteration 18Q: 3 clusters Score -1648762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1648769.000000 Penalty: 3332.402344
	Iteration 19Q: 3 clusters Score -1648769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1648769.250000 Penalty: 3332.402344
	Iteration 20F: 3 clusters Score -1648769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1648775.125000 Penalty: 3332.402344
	Iteration 21Q: 3 clusters Score -1648775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1648771.000000 Penalty: 3332.402344
	Iteration 22Q: 3 clusters Score -1648771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1648771.125000 Penalty: 3332.402344
	Iteration 23Q: 3 clusters Score -1648771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1648772.125000 Penalty: 3332.402344
	Iteration 24Q: 3 clusters Score -1648772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1648780.750000 Penalty: 3332.402344
	Iteration 25Q: 3 clusters Score -1648781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1648776.000000 Penalty: 3332.402344
	Iteration 26Q: 3 clusters Score -1648776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1648781.500000 Penalty: 3332.402344
	Iteration 27Q: 3 clusters Score -1648782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1648780.375000 Penalty: 3332.402344
	Iteration 28Q: 3 clusters Score -1648780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1648784.750000 Penalty: 3332.402344
	Iteration 29Q: 3 clusters Score -1648785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1648785.375000 Penalty: 3332.402344
	Iteration 30Q: 3 clusters Score -1648785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1648788.250000 Penalty: 3332.402344
	Iteration 31Q: 3 clusters Score -1648788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1648781.750000 Penalty: 3332.402344
	Iteration 32Q: 3 clusters Score -1648782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1648792.000000 Penalty: 3332.402344
	Iteration 33Q: 3 clusters Score -1648792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1648801.500000 Penalty: 3332.402344
	Iteration 34Q: 3 clusters Score -1648802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1648814.125000 Penalty: 3332.402344
	Iteration 35Q: 3 clusters Score -1648814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1648815.000000 Penalty: 3332.402344
	Iteration 36Q: 3 clusters Score -1648815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1648825.250000 Penalty: 3332.402344
	Iteration 37Q: 3 clusters Score -1648825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1648840.625000 Penalty: 3332.402344
	Iteration 38Q: 3 clusters Score -1648841 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1648849.375000 Penalty: 3332.402344
	Iteration 39Q: 3 clusters Score -1648849 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1648872.625000 Penalty: 3332.402344
	Iteration 40F: 3 clusters Score -1648873 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1648898.000000 Penalty: 3332.402344
	Iteration 41Q: 3 clusters Score -1648898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1648920.375000 Penalty: 3332.402344
	Iteration 42Q: 3 clusters Score -1648920 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1648937.500000 Penalty: 3332.402344
	Iteration 43Q: 3 clusters Score -1648938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1648950.250000 Penalty: 3332.402344
	Iteration 44Q: 3 clusters Score -1648950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1648965.875000 Penalty: 3332.402344
	Iteration 45Q: 3 clusters Score -1648966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1648975.250000 Penalty: 3332.402344
	Iteration 46Q: 3 clusters Score -1648975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1648989.625000 Penalty: 3332.402344
	Iteration 47Q: 3 clusters Score -1648990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1648990.500000 Penalty: 3332.402344
	Iteration 48Q: 3 clusters Score -1648990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1649001.625000 Penalty: 3332.402344
	Iteration 49Q: 3 clusters Score -1649002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1649004.750000 Penalty: 3332.402344
	Iteration 50Q: 3 clusters Score -1649005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1649008.500000 Penalty: 3332.402344
	Iteration 51Q: 3 clusters Score -1649008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1649019.625000 Penalty: 3332.402344
	Iteration 52Q: 3 clusters Score -1649020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1649024.250000 Penalty: 3332.402344
	Iteration 53Q: 3 clusters Score -1649024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1649023.625000 Penalty: 3332.402344
	Iteration 54Q: 3 clusters Score -1649024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1649023.500000 Penalty: 3332.402344
	Iteration 55Q: 3 clusters Score -1649024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1649027.250000 Penalty: 3332.402344
	Iteration 56Q: 3 clusters Score -1649027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1649027.250000 Penalty: 3332.402344
	Iteration 57Q: 3 clusters Score -1649027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1649024.125000 Penalty: 3332.402344
	Iteration 58Q: 3 clusters Score -1649024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1649022.000000 Penalty: 3332.402344
	Iteration 59Q: 3 clusters Score -1649022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1649025.625000 Penalty: 3332.402344
	Iteration 60F: 3 clusters Score -1649026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1649027.250000 Penalty: 3332.402344
	Iteration 61Q: 3 clusters Score -1649027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1649026.625000 Penalty: 3332.402344
	Iteration 62Q: 3 clusters Score -1649027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1649026.250000 Penalty: 3332.402344
	Iteration 63Q: 3 clusters Score -1649026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1649027.375000 Penalty: 3332.402344
	Iteration 64Q: 3 clusters Score -1649027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1649022.875000 Penalty: 3332.402344
	Iteration 65Q: 3 clusters Score -1649023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1649022.875000 Penalty: 3332.402344
	Iteration 66F: 3 clusters Score -1649023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Entering Unmasked Estep 
Score: -751177.625000 Penalty: 1535.277222
	Iteration 0F: 2 clusters Score -751177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -742199.687500 Penalty: 3070.554443
	Iteration 0F: 3 clusters Score -742199.7 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -745604.375000 Penalty: 3070.554443
	Iteration 1F: 3 clusters Score -745604.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -746418.875000 Penalty: 3070.554443
	Iteration 2F: 3 clusters Score -746418.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -747330.312500 Penalty: 3070.554443
	Iteration 3F: 3 clusters Score -747330.3 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -748183.437500 Penalty: 3070.554443
	Iteration 4F: 3 clusters Score -748183.4 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -749005.062500 Penalty: 3070.554443
	Iteration 5F: 3 clusters Score -749005.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -749669.875000 Penalty: 3070.554443
	Iteration 6F: 3 clusters Score -749669.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -750203.937500 Penalty: 3070.554443
	Iteration 7F: 3 clusters Score -750203.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -750608.687500 Penalty: 3070.554443
	Iteration 8Q: 3 clusters Score -750608.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -750923.312500 Penalty: 3070.554443
	Iteration 9Q: 3 clusters Score -750923.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -751137.125000 Penalty: 3070.554443
	Iteration 10Q: 3 clusters Score -751137.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -751294.375000 Penalty: 3070.554443
	Iteration 11Q: 3 clusters Score -751294.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -751404.500000 Penalty: 3070.554443
	Iteration 12Q: 3 clusters Score -751404.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -751474.562500 Penalty: 3070.554443
	Iteration 13Q: 3 clusters Score -751474.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -751509.187500 Penalty: 3070.554443
	Iteration 14Q: 3 clusters Score -751509.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -751533.250000 Penalty: 3070.554443
	Iteration 15Q: 3 clusters Score -751533.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -751553.312500 Penalty: 3070.554443
	Iteration 16Q: 3 clusters Score -751553.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -751561.687500 Penalty: 3070.554443
	Iteration 17Q: 3 clusters Score -751561.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -751565.562500 Penalty: 3070.554443
	Iteration 18Q: 3 clusters Score -751565.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -751569.500000 Penalty: 3070.554443
	Iteration 19Q: 3 clusters Score -751569.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -751575.000000 Penalty: 3070.554443
	Iteration 20F: 3 clusters Score -751575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -751579.625000 Penalty: 3070.554443
	Iteration 21Q: 3 clusters Score -751579.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -751584.000000 Penalty: 3070.554443
	Iteration 22Q: 3 clusters Score -751584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -751583.187500 Penalty: 3070.554443
	Iteration 23Q: 3 clusters Score -751583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -751586.687500 Penalty: 3070.554443
	Iteration 24Q: 3 clusters Score -751586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -751587.187500 Penalty: 3070.554443
	Iteration 25Q: 3 clusters Score -751587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -751587.750000 Penalty: 3070.554443
	Iteration 26Q: 3 clusters Score -751587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -751587.437500 Penalty: 3070.554443
	Iteration 27Q: 3 clusters Score -751587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -751587.312500 Penalty: 3070.554443
	Iteration 28Q: 3 clusters Score -751587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -751586.750000 Penalty: 3070.554443
	Iteration 29Q: 3 clusters Score -751586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -751586.625000 Penalty: 3070.554443
	Iteration 30Q: 3 clusters Score -751586.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -751586.625000 Penalty: 3070.554443
	Iteration 31F: 3 clusters Score -751586.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 18460 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Entering Unmasked Estep 
Score: -12665698.000000 Penalty: 42187.628906
Splitting cluster 2 changes total score from -12665612.000000 to -12665698.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (26931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Entering Unmasked Estep 
Score: -1595688.750000 Penalty: 1657.667969
	Iteration 0F: 2 clusters Score -1595689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1577615.500000 Penalty: 3315.335938
	Iteration 0F: 3 clusters Score -1577616 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1584484.625000 Penalty: 3315.335938
	Iteration 1F: 3 clusters Score -1584485 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1585026.375000 Penalty: 3315.335938
	Iteration 2Q: 3 clusters Score -1585026 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1585669.750000 Penalty: 3315.335938
	Iteration 3Q: 3 clusters Score -1585670 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1586463.750000 Penalty: 3315.335938
	Iteration 4F: 3 clusters Score -1586464 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1587325.750000 Penalty: 3315.335938
	Iteration 5F: 3 clusters Score -1587326 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1588289.500000 Penalty: 3315.335938
	Iteration 6F: 3 clusters Score -1588290 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1589304.125000 Penalty: 3315.335938
	Iteration 7F: 3 clusters Score -1589304 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1590294.625000 Penalty: 3315.335938
	Iteration 8F: 3 clusters Score -1590295 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1591189.500000 Penalty: 3315.335938
	Iteration 9Q: 3 clusters Score -1591190 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1591959.125000 Penalty: 3315.335938
	Iteration 10Q: 3 clusters Score -1591959 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1592607.250000 Penalty: 3315.335938
	Iteration 11Q: 3 clusters Score -1592607 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1593090.500000 Penalty: 3315.335938
	Iteration 12Q: 3 clusters Score -1593090 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1593430.875000 Penalty: 3315.335938
	Iteration 13Q: 3 clusters Score -1593431 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1593676.000000 Penalty: 3315.335938
	Iteration 14Q: 3 clusters Score -1593676 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1593858.875000 Penalty: 3315.335938
	Iteration 15Q: 3 clusters Score -1593859 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1593988.750000 Penalty: 3315.335938
	Iteration 16Q: 3 clusters Score -1593989 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1594083.375000 Penalty: 3315.335938
	Iteration 17Q: 3 clusters Score -1594083 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1594151.125000 Penalty: 3315.335938
	Iteration 18Q: 3 clusters Score -1594151 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1594195.250000 Penalty: 3315.335938
	Iteration 19Q: 3 clusters Score -1594195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1594224.875000 Penalty: 3315.335938
	Iteration 20F: 3 clusters Score -1594225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1594253.875000 Penalty: 3315.335938
	Iteration 21Q: 3 clusters Score -1594254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1594282.375000 Penalty: 3315.335938
	Iteration 22Q: 3 clusters Score -1594282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1594321.125000 Penalty: 3315.335938
	Iteration 23Q: 3 clusters Score -1594321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1594345.125000 Penalty: 3315.335938
	Iteration 24Q: 3 clusters Score -1594345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1594360.250000 Penalty: 3315.335938
	Iteration 25Q: 3 clusters Score -1594360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1594380.375000 Penalty: 3315.335938
	Iteration 26Q: 3 clusters Score -1594380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1594390.875000 Penalty: 3315.335938
	Iteration 27Q: 3 clusters Score -1594391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1594400.000000 Penalty: 3315.335938
	Iteration 28Q: 3 clusters Score -1594400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1594401.250000 Penalty: 3315.335938
	Iteration 29Q: 3 clusters Score -1594401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1594405.000000 Penalty: 3315.335938
	Iteration 30Q: 3 clusters Score -1594405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1594407.750000 Penalty: 3315.335938
	Iteration 31Q: 3 clusters Score -1594408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1594411.375000 Penalty: 3315.335938
	Iteration 32Q: 3 clusters Score -1594411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1594411.000000 Penalty: 3315.335938
	Iteration 33Q: 3 clusters Score -1594411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1594415.375000 Penalty: 3315.335938
	Iteration 34Q: 3 clusters Score -1594415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1594415.125000 Penalty: 3315.335938
	Iteration 35Q: 3 clusters Score -1594415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1594415.875000 Penalty: 3315.335938
	Iteration 36Q: 3 clusters Score -1594416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1594422.750000 Penalty: 3315.335938
	Iteration 37Q: 3 clusters Score -1594423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1594421.500000 Penalty: 3315.335938
	Iteration 38Q: 3 clusters Score -1594422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1594423.125000 Penalty: 3315.335938
	Iteration 39Q: 3 clusters Score -1594423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1594425.125000 Penalty: 3315.335938
	Iteration 40F: 3 clusters Score -1594425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1594426.625000 Penalty: 3315.335938
	Iteration 41Q: 3 clusters Score -1594427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1594431.375000 Penalty: 3315.335938
	Iteration 42Q: 3 clusters Score -1594431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1594434.500000 Penalty: 3315.335938
	Iteration 43Q: 3 clusters Score -1594434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1594438.625000 Penalty: 3315.335938
	Iteration 44Q: 3 clusters Score -1594439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1594440.750000 Penalty: 3315.335938
	Iteration 45Q: 3 clusters Score -1594441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1594441.125000 Penalty: 3315.335938
	Iteration 46Q: 3 clusters Score -1594441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1594441.250000 Penalty: 3315.335938
	Iteration 47Q: 3 clusters Score -1594441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1594443.125000 Penalty: 3315.335938
	Iteration 48Q: 3 clusters Score -1594443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1594443.875000 Penalty: 3315.335938
	Iteration 49Q: 3 clusters Score -1594444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1594446.125000 Penalty: 3315.335938
	Iteration 50Q: 3 clusters Score -1594446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1594448.875000 Penalty: 3315.335938
	Iteration 51Q: 3 clusters Score -1594449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1594451.375000 Penalty: 3315.335938
	Iteration 52Q: 3 clusters Score -1594451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1594455.125000 Penalty: 3315.335938
	Iteration 53Q: 3 clusters Score -1594455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1594454.750000 Penalty: 3315.335938
	Iteration 54Q: 3 clusters Score -1594455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1594458.125000 Penalty: 3315.335938
	Iteration 55Q: 3 clusters Score -1594458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1594460.250000 Penalty: 3315.335938
	Iteration 56Q: 3 clusters Score -1594460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1594459.500000 Penalty: 3315.335938
	Iteration 57Q: 3 clusters Score -1594460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1594463.000000 Penalty: 3315.335938
	Iteration 58Q: 3 clusters Score -1594463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1594460.125000 Penalty: 3315.335938
	Iteration 59Q: 3 clusters Score -1594460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1594463.250000 Penalty: 3315.335938
	Iteration 60F: 3 clusters Score -1594463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1594463.250000 Penalty: 3315.335938
	Iteration 61Q: 3 clusters Score -1594463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1594463.250000 Penalty: 3315.335938
	Iteration 62F: 3 clusters Score -1594463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Entering Unmasked Estep 
Score: -1058781.750000 Penalty: 1596.296265
	Iteration 0F: 2 clusters Score -1058782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1046189.000000 Penalty: 3192.592529
	Iteration 0F: 3 clusters Score -1046189 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1050502.750000 Penalty: 3192.592529
	Iteration 1F: 3 clusters Score -1050503 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1050935.250000 Penalty: 3192.592529
	Iteration 2F: 3 clusters Score -1050935 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1051395.500000 Penalty: 3192.592529
	Iteration 3F: 3 clusters Score -1051396 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1051914.250000 Penalty: 3192.592529
	Iteration 4F: 3 clusters Score -1051914 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1052432.875000 Penalty: 3192.592529
	Iteration 5F: 3 clusters Score -1052433 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1052946.750000 Penalty: 3192.592529
	Iteration 6Q: 3 clusters Score -1052947 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1053620.875000 Penalty: 3192.592529
	Iteration 7F: 3 clusters Score -1053621 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1054534.125000 Penalty: 3192.592529
	Iteration 8F: 3 clusters Score -1054534 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1055868.125000 Penalty: 3192.592529
	Iteration 9F: 3 clusters Score -1055868 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1057683.375000 Penalty: 3192.592529
	Iteration 10F: 3 clusters Score -1057683 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1059174.375000 Penalty: 3192.592529
	Iteration 11F: 3 clusters Score -1059174 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1060145.500000 Penalty: 3192.592529
	Iteration 12Q: 3 clusters Score -1060146 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1060569.875000 Penalty: 3192.592529
	Iteration 13Q: 3 clusters Score -1060570 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1060712.500000 Penalty: 3192.592529
	Iteration 14Q: 3 clusters Score -1060712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1060758.500000 Penalty: 3192.592529
	Iteration 15Q: 3 clusters Score -1060758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1060773.500000 Penalty: 3192.592529
	Iteration 16Q: 3 clusters Score -1060774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1060777.375000 Penalty: 3192.592529
	Iteration 17Q: 3 clusters Score -1060777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1060779.625000 Penalty: 3192.592529
	Iteration 18Q: 3 clusters Score -1060780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1060783.875000 Penalty: 3192.592529
	Iteration 19Q: 3 clusters Score -1060784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1060784.125000 Penalty: 3192.592529
	Iteration 20F: 3 clusters Score -1060784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1060785.250000 Penalty: 3192.592529
	Iteration 21Q: 3 clusters Score -1060785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1060786.375000 Penalty: 3192.592529
	Iteration 22Q: 3 clusters Score -1060786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1060786.375000 Penalty: 3192.592529
	Iteration 23F: 3 clusters Score -1060786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Entering Unmasked Estep 
Score: -12667304.000000 Penalty: 44196.562500
Splitting cluster 5 changes total score from -12665612.000000 to -12667304.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (18205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Entering Unmasked Estep 
Score: -1060068.875000 Penalty: 1594.035767
	Iteration 0F: 2 clusters Score -1060069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1047561.562500 Penalty: 3188.071533
	Iteration 0F: 3 clusters Score -1047562 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1052229.625000 Penalty: 3188.071533
	Iteration 1F: 3 clusters Score -1052230 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1052964.000000 Penalty: 3188.071533
	Iteration 2F: 3 clusters Score -1052964 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1054220.125000 Penalty: 3188.071533
	Iteration 3F: 3 clusters Score -1054220 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1055829.125000 Penalty: 3188.071533
	Iteration 4F: 3 clusters Score -1055829 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1057162.625000 Penalty: 3188.071533
	Iteration 5F: 3 clusters Score -1057163 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1057967.125000 Penalty: 3188.071533
	Iteration 6F: 3 clusters Score -1057967 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1058356.375000 Penalty: 3188.071533
	Iteration 7F: 3 clusters Score -1058356 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1058496.625000 Penalty: 3188.071533
	Iteration 8Q: 3 clusters Score -1058497 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1058555.750000 Penalty: 3188.071533
	Iteration 9Q: 3 clusters Score -1058556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1058585.375000 Penalty: 3188.071533
	Iteration 10Q: 3 clusters Score -1058585 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1058612.250000 Penalty: 3188.071533
	Iteration 11Q: 3 clusters Score -1058612 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1058640.250000 Penalty: 3188.071533
	Iteration 12Q: 3 clusters Score -1058640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1058661.625000 Penalty: 3188.071533
	Iteration 13Q: 3 clusters Score -1058662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1058679.125000 Penalty: 3188.071533
	Iteration 14Q: 3 clusters Score -1058679 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1058699.250000 Penalty: 3188.071533
	Iteration 15Q: 3 clusters Score -1058699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1058725.250000 Penalty: 3188.071533
	Iteration 16Q: 3 clusters Score -1058725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1058748.625000 Penalty: 3188.071533
	Iteration 17Q: 3 clusters Score -1058749 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1058769.375000 Penalty: 3188.071533
	Iteration 18Q: 3 clusters Score -1058769 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1058797.000000 Penalty: 3188.071533
	Iteration 19Q: 3 clusters Score -1058797 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1058823.250000 Penalty: 3188.071533
	Iteration 20F: 3 clusters Score -1058823 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1058846.250000 Penalty: 3188.071533
	Iteration 21Q: 3 clusters Score -1058846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1058879.750000 Penalty: 3188.071533
	Iteration 22Q: 3 clusters Score -1058880 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1058912.000000 Penalty: 3188.071533
	Iteration 23Q: 3 clusters Score -1058912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1058944.250000 Penalty: 3188.071533
	Iteration 24Q: 3 clusters Score -1058944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1058984.625000 Penalty: 3188.071533
	Iteration 25Q: 3 clusters Score -1058985 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1059023.875000 Penalty: 3188.071533
	Iteration 26Q: 3 clusters Score -1059024 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1059070.500000 Penalty: 3188.071533
	Iteration 27Q: 3 clusters Score -1059070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1059149.500000 Penalty: 3188.071533
	Iteration 28Q: 3 clusters Score -1059150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1059278.375000 Penalty: 3188.071533
	Iteration 29Q: 3 clusters Score -1059278 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1059421.875000 Penalty: 3188.071533
	Iteration 30Q: 3 clusters Score -1059422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1059506.750000 Penalty: 3188.071533
	Iteration 31Q: 3 clusters Score -1059507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1059552.875000 Penalty: 3188.071533
	Iteration 32Q: 3 clusters Score -1059553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1059585.250000 Penalty: 3188.071533
	Iteration 33Q: 3 clusters Score -1059585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1059602.125000 Penalty: 3188.071533
	Iteration 34Q: 3 clusters Score -1059602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1059613.250000 Penalty: 3188.071533
	Iteration 35Q: 3 clusters Score -1059613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1059620.250000 Penalty: 3188.071533
	Iteration 36Q: 3 clusters Score -1059620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1059628.375000 Penalty: 3188.071533
	Iteration 37Q: 3 clusters Score -1059628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1059633.125000 Penalty: 3188.071533
	Iteration 38Q: 3 clusters Score -1059633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1059634.625000 Penalty: 3188.071533
	Iteration 39Q: 3 clusters Score -1059635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1059636.875000 Penalty: 3188.071533
	Iteration 40F: 3 clusters Score -1059637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1059637.875000 Penalty: 3188.071533
	Iteration 41Q: 3 clusters Score -1059638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1059640.375000 Penalty: 3188.071533
	Iteration 42Q: 3 clusters Score -1059640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1059642.875000 Penalty: 3188.071533
	Iteration 43Q: 3 clusters Score -1059643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1059643.250000 Penalty: 3188.071533
	Iteration 44Q: 3 clusters Score -1059643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1059646.500000 Penalty: 3188.071533
	Iteration 45Q: 3 clusters Score -1059646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1059648.375000 Penalty: 3188.071533
	Iteration 46Q: 3 clusters Score -1059648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1059652.125000 Penalty: 3188.071533
	Iteration 47Q: 3 clusters Score -1059652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1059653.500000 Penalty: 3188.071533
	Iteration 48Q: 3 clusters Score -1059654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1059656.250000 Penalty: 3188.071533
	Iteration 49Q: 3 clusters Score -1059656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1059657.750000 Penalty: 3188.071533
	Iteration 50Q: 3 clusters Score -1059658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1059658.625000 Penalty: 3188.071533
	Iteration 51Q: 3 clusters Score -1059659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1059661.750000 Penalty: 3188.071533
	Iteration 52Q: 3 clusters Score -1059662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1059664.250000 Penalty: 3188.071533
	Iteration 53Q: 3 clusters Score -1059664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1059670.375000 Penalty: 3188.071533
	Iteration 54Q: 3 clusters Score -1059670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1059668.125000 Penalty: 3188.071533
	Iteration 55Q: 3 clusters Score -1059668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1059672.875000 Penalty: 3188.071533
	Iteration 56Q: 3 clusters Score -1059673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1059670.875000 Penalty: 3188.071533
	Iteration 57Q: 3 clusters Score -1059671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1059675.125000 Penalty: 3188.071533
	Iteration 58Q: 3 clusters Score -1059675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1059676.375000 Penalty: 3188.071533
	Iteration 59Q: 3 clusters Score -1059676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1059677.125000 Penalty: 3188.071533
	Iteration 60F: 3 clusters Score -1059677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1059683.625000 Penalty: 3188.071533
	Iteration 61Q: 3 clusters Score -1059684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1059688.750000 Penalty: 3188.071533
	Iteration 62Q: 3 clusters Score -1059689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1059696.750000 Penalty: 3188.071533
	Iteration 63Q: 3 clusters Score -1059697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1059704.750000 Penalty: 3188.071533
	Iteration 64Q: 3 clusters Score -1059705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1059713.500000 Penalty: 3188.071533
	Iteration 65Q: 3 clusters Score -1059714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1059719.875000 Penalty: 3188.071533
	Iteration 66Q: 3 clusters Score -1059720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1059723.375000 Penalty: 3188.071533
	Iteration 67Q: 3 clusters Score -1059723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1059730.875000 Penalty: 3188.071533
	Iteration 68Q: 3 clusters Score -1059731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1059740.375000 Penalty: 3188.071533
	Iteration 69Q: 3 clusters Score -1059740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1059744.750000 Penalty: 3188.071533
	Iteration 70Q: 3 clusters Score -1059745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1059758.625000 Penalty: 3188.071533
	Iteration 71Q: 3 clusters Score -1059759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1059771.500000 Penalty: 3188.071533
	Iteration 72Q: 3 clusters Score -1059772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1059789.250000 Penalty: 3188.071533
	Iteration 73Q: 3 clusters Score -1059789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1059810.500000 Penalty: 3188.071533
	Iteration 74Q: 3 clusters Score -1059810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1059838.875000 Penalty: 3188.071533
	Iteration 75Q: 3 clusters Score -1059839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1059857.500000 Penalty: 3188.071533
	Iteration 76Q: 3 clusters Score -1059858 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1059883.500000 Penalty: 3188.071533
	Iteration 77Q: 3 clusters Score -1059884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1059911.125000 Penalty: 3188.071533
	Iteration 78Q: 3 clusters Score -1059911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1059956.250000 Penalty: 3188.071533
	Iteration 79Q: 3 clusters Score -1059956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1060017.125000 Penalty: 3188.071533
	Iteration 80F: 3 clusters Score -1060017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1060087.250000 Penalty: 3188.071533
	Iteration 81Q: 3 clusters Score -1060087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1060193.000000 Penalty: 3188.071533
	Iteration 82Q: 3 clusters Score -1060193 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1060306.625000 Penalty: 3188.071533
	Iteration 83Q: 3 clusters Score -1060307 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1060390.500000 Penalty: 3188.071533
	Iteration 84Q: 3 clusters Score -1060390 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1060463.375000 Penalty: 3188.071533
	Iteration 85Q: 3 clusters Score -1060463 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1060528.750000 Penalty: 3188.071533
	Iteration 86Q: 3 clusters Score -1060529 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1060581.375000 Penalty: 3188.071533
	Iteration 87Q: 3 clusters Score -1060581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1060618.000000 Penalty: 3188.071533
	Iteration 88Q: 3 clusters Score -1060618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1060640.500000 Penalty: 3188.071533
	Iteration 89Q: 3 clusters Score -1060640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1060654.875000 Penalty: 3188.071533
	Iteration 90Q: 3 clusters Score -1060655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1060665.375000 Penalty: 3188.071533
	Iteration 91Q: 3 clusters Score -1060665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1060669.750000 Penalty: 3188.071533
	Iteration 92Q: 3 clusters Score -1060670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1060673.375000 Penalty: 3188.071533
	Iteration 93Q: 3 clusters Score -1060673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1060675.750000 Penalty: 3188.071533
	Iteration 94Q: 3 clusters Score -1060676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1060676.875000 Penalty: 3188.071533
	Iteration 95Q: 3 clusters Score -1060677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1060677.750000 Penalty: 3188.071533
	Iteration 96Q: 3 clusters Score -1060678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1060678.500000 Penalty: 3188.071533
	Iteration 97Q: 3 clusters Score -1060678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1060678.250000 Penalty: 3188.071533
	Iteration 98Q: 3 clusters Score -1060678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1060677.375000 Penalty: 3188.071533
	Iteration 99Q: 3 clusters Score -1060677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1060678.375000 Penalty: 3188.071533
	Iteration 100F: 3 clusters Score -1060678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1060678.250000 Penalty: 3188.071533
	Iteration 101Q: 3 clusters Score -1060678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1060678.250000 Penalty: 3188.071533
	Iteration 102F: 3 clusters Score -1060678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Entering Unmasked Estep 
Score: -12667485.000000 Penalty: 46205.496094
Splitting cluster 6 changes total score from -12665612.000000 to -12667485.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -192645.281250 Penalty: 1358.701660
	Iteration 0F: 2 clusters Score -192645.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -189179.718750 Penalty: 2717.403320
	Iteration 0F: 3 clusters Score -189179.7 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -190498.125000 Penalty: 2717.403320
	Iteration 1F: 3 clusters Score -190498.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -190874.218750 Penalty: 2717.403320
	Iteration 2F: 3 clusters Score -190874.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -191160.687500 Penalty: 2717.403320
	Iteration 3F: 3 clusters Score -191160.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -191405.171875 Penalty: 2717.403320
	Iteration 4F: 3 clusters Score -191405.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -191672.828125 Penalty: 2717.403320
	Iteration 5F: 3 clusters Score -191672.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -191956.062500 Penalty: 2717.403320
	Iteration 6F: 3 clusters Score -191956.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -192121.843750 Penalty: 2717.403320
	Iteration 7Q: 3 clusters Score -192121.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -192270.671875 Penalty: 2717.403320
	Iteration 8Q: 3 clusters Score -192270.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -192410.468750 Penalty: 2717.403320
	Iteration 9Q: 3 clusters Score -192410.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -192517.140625 Penalty: 2717.403320
	Iteration 10Q: 3 clusters Score -192517.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -192594.171875 Penalty: 2717.403320
	Iteration 11Q: 3 clusters Score -192594.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -192668.140625 Penalty: 2717.403320
	Iteration 12Q: 3 clusters Score -192668.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -192718.781250 Penalty: 2717.403320
	Iteration 13Q: 3 clusters Score -192718.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -192757.062500 Penalty: 2717.403320
	Iteration 14Q: 3 clusters Score -192757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -192780.984375 Penalty: 2717.403320
	Iteration 15Q: 3 clusters Score -192781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -192800.015625 Penalty: 2717.403320
	Iteration 16Q: 3 clusters Score -192800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -192808.750000 Penalty: 2717.403320
	Iteration 17Q: 3 clusters Score -192808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -192813.375000 Penalty: 2717.403320
	Iteration 18Q: 3 clusters Score -192813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -192815.187500 Penalty: 2717.403320
	Iteration 19Q: 3 clusters Score -192815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -192833.546875 Penalty: 2717.403320
	Iteration 20F: 3 clusters Score -192833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -192845.187500 Penalty: 2717.403320
	Iteration 21Q: 3 clusters Score -192845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -192849.015625 Penalty: 2717.403320
	Iteration 22Q: 3 clusters Score -192849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -192851.812500 Penalty: 2717.403320
	Iteration 23Q: 3 clusters Score -192851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -192854.281250 Penalty: 2717.403320
	Iteration 24Q: 3 clusters Score -192854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -192857.078125 Penalty: 2717.403320
	Iteration 25Q: 3 clusters Score -192857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -192858.375000 Penalty: 2717.403320
	Iteration 26Q: 3 clusters Score -192858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -192862.796875 Penalty: 2717.403320
	Iteration 27Q: 3 clusters Score -192862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -192865.015625 Penalty: 2717.403320
	Iteration 28Q: 3 clusters Score -192865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -192867.859375 Penalty: 2717.403320
	Iteration 29Q: 3 clusters Score -192867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -192870.203125 Penalty: 2717.403320
	Iteration 30Q: 3 clusters Score -192870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -192871.484375 Penalty: 2717.403320
	Iteration 31Q: 3 clusters Score -192871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -192871.656250 Penalty: 2717.403320
	Iteration 32Q: 3 clusters Score -192871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -192871.968750 Penalty: 2717.403320
	Iteration 33Q: 3 clusters Score -192872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -192871.968750 Penalty: 2717.403320
	Iteration 34F: 3 clusters Score -192872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Entering Unmasked Estep 
Score: -12667052.000000 Penalty: 48214.429688
Splitting cluster 8 changes total score from -12665612.000000 to -12667052.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -446597.781250 Penalty: 1459.237061
	Iteration 0F: 2 clusters Score -446597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -440872.781250 Penalty: 2918.474121
	Iteration 0F: 3 clusters Score -440872.8 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -443467.062500 Penalty: 2918.474121
	Iteration 1F: 3 clusters Score -443467.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -445013.062500 Penalty: 2918.474121
	Iteration 2F: 3 clusters Score -445013.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -446543.875000 Penalty: 2918.474121
	Iteration 3F: 3 clusters Score -446543.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -447541.593750 Penalty: 2918.474121
	Iteration 4F: 3 clusters Score -447541.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -447999.937500 Penalty: 2918.474121
	Iteration 5F: 3 clusters Score -447999.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -448232.218750 Penalty: 2918.474121
	Iteration 6Q: 3 clusters Score -448232.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -448371.687500 Penalty: 2918.474121
	Iteration 7Q: 3 clusters Score -448371.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -448487.156250 Penalty: 2918.474121
	Iteration 8Q: 3 clusters Score -448487.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -448599.468750 Penalty: 2918.474121
	Iteration 9Q: 3 clusters Score -448599.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -448730.156250 Penalty: 2918.474121
	Iteration 10Q: 3 clusters Score -448730.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -448870.812500 Penalty: 2918.474121
	Iteration 11Q: 3 clusters Score -448870.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -448989.062500 Penalty: 2918.474121
	Iteration 12Q: 3 clusters Score -448989.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -449051.093750 Penalty: 2918.474121
	Iteration 13Q: 3 clusters Score -449051.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -449080.468750 Penalty: 2918.474121
	Iteration 14Q: 3 clusters Score -449080.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -449096.218750 Penalty: 2918.474121
	Iteration 15Q: 3 clusters Score -449096.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -449106.093750 Penalty: 2918.474121
	Iteration 16Q: 3 clusters Score -449106.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -449113.718750 Penalty: 2918.474121
	Iteration 17Q: 3 clusters Score -449113.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -449122.968750 Penalty: 2918.474121
	Iteration 18Q: 3 clusters Score -449123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -449126.875000 Penalty: 2918.474121
	Iteration 19Q: 3 clusters Score -449126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -449126.875000 Penalty: 2918.474121
	Iteration 20F: 3 clusters Score -449126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -449129.156250 Penalty: 2918.474121
	Iteration 21Q: 3 clusters Score -449129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -449129.281250 Penalty: 2918.474121
	Iteration 22Q: 3 clusters Score -449129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -449129.406250 Penalty: 2918.474121
	Iteration 23Q: 3 clusters Score -449129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -449130.156250 Penalty: 2918.474121
	Iteration 24Q: 3 clusters Score -449130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -449131.343750 Penalty: 2918.474121
	Iteration 25Q: 3 clusters Score -449131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -449132.062500 Penalty: 2918.474121
	Iteration 26Q: 3 clusters Score -449132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -449135.781250 Penalty: 2918.474121
	Iteration 27Q: 3 clusters Score -449135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -449140.187500 Penalty: 2918.474121
	Iteration 28Q: 3 clusters Score -449140.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -449147.937500 Penalty: 2918.474121
	Iteration 29Q: 3 clusters Score -449147.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -449152.843750 Penalty: 2918.474121
	Iteration 30Q: 3 clusters Score -449152.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -449158.500000 Penalty: 2918.474121
	Iteration 31Q: 3 clusters Score -449158.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -449163.343750 Penalty: 2918.474121
	Iteration 32Q: 3 clusters Score -449163.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -449165.250000 Penalty: 2918.474121
	Iteration 33Q: 3 clusters Score -449165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -449166.500000 Penalty: 2918.474121
	Iteration 34Q: 3 clusters Score -449166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -449167.875000 Penalty: 2918.474121
	Iteration 35Q: 3 clusters Score -449167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -449166.656250 Penalty: 2918.474121
	Iteration 36Q: 3 clusters Score -449166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -449167.843750 Penalty: 2918.474121
	Iteration 37Q: 3 clusters Score -449167.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -449169.687500 Penalty: 2918.474121
	Iteration 38Q: 3 clusters Score -449169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -449170.250000 Penalty: 2918.474121
	Iteration 39Q: 3 clusters Score -449170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -449169.718750 Penalty: 2918.474121
	Iteration 40F: 3 clusters Score -449169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -449171.312500 Penalty: 2918.474121
	Iteration 41Q: 3 clusters Score -449171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -449171.687500 Penalty: 2918.474121
	Iteration 42Q: 3 clusters Score -449171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -449172.625000 Penalty: 2918.474121
	Iteration 43Q: 3 clusters Score -449172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -449172.625000 Penalty: 2918.474121
	Iteration 44F: 3 clusters Score -449172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 10564 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Entering Unmasked Estep 
Score: -12669095.000000 Penalty: 50223.367188
Splitting cluster 9 changes total score from -12665612.000000 to -12669095.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (10564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Entering Unmasked Estep 
Score: -571660.875000 Penalty: 1505.596191
	Iteration 0F: 2 clusters Score -571660.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -564170.812500 Penalty: 3011.192383
	Iteration 0F: 3 clusters Score -564170.8 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -566747.375000 Penalty: 3011.192383
	Iteration 1F: 3 clusters Score -566747.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -567087.875000 Penalty: 3011.192383
	Iteration 2F: 3 clusters Score -567087.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -567488.250000 Penalty: 3011.192383
	Iteration 3F: 3 clusters Score -567488.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -567915.375000 Penalty: 3011.192383
	Iteration 4F: 3 clusters Score -567915.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -568271.500000 Penalty: 3011.192383
	Iteration 5F: 3 clusters Score -568271.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -568675.437500 Penalty: 3011.192383
	Iteration 6F: 3 clusters Score -568675.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -569300.062500 Penalty: 3011.192383
	Iteration 7F: 3 clusters Score -569300.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -570140.625000 Penalty: 3011.192383
	Iteration 8F: 3 clusters Score -570140.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -570921.750000 Penalty: 3011.192383
	Iteration 9F: 3 clusters Score -570921.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -571471.875000 Penalty: 3011.192383
	Iteration 10F: 3 clusters Score -571471.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -571870.187500 Penalty: 3011.192383
	Iteration 11Q: 3 clusters Score -571870.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -572130.187500 Penalty: 3011.192383
	Iteration 12Q: 3 clusters Score -572130.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -572325.312500 Penalty: 3011.192383
	Iteration 13Q: 3 clusters Score -572325.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -572463.125000 Penalty: 3011.192383
	Iteration 14Q: 3 clusters Score -572463.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -572562.312500 Penalty: 3011.192383
	Iteration 15Q: 3 clusters Score -572562.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -572655.875000 Penalty: 3011.192383
	Iteration 16Q: 3 clusters Score -572655.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -572727.312500 Penalty: 3011.192383
	Iteration 17Q: 3 clusters Score -572727.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -572782.375000 Penalty: 3011.192383
	Iteration 18Q: 3 clusters Score -572782.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -572819.562500 Penalty: 3011.192383
	Iteration 19Q: 3 clusters Score -572819.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -572845.812500 Penalty: 3011.192383
	Iteration 20F: 3 clusters Score -572845.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -572878.312500 Penalty: 3011.192383
	Iteration 21Q: 3 clusters Score -572878.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -572906.750000 Penalty: 3011.192383
	Iteration 22Q: 3 clusters Score -572906.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -572940.562500 Penalty: 3011.192383
	Iteration 23Q: 3 clusters Score -572940.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -572988.750000 Penalty: 3011.192383
	Iteration 24Q: 3 clusters Score -572988.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -573022.625000 Penalty: 3011.192383
	Iteration 25Q: 3 clusters Score -573022.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -573053.625000 Penalty: 3011.192383
	Iteration 26Q: 3 clusters Score -573053.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -573073.187500 Penalty: 3011.192383
	Iteration 27Q: 3 clusters Score -573073.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -573089.500000 Penalty: 3011.192383
	Iteration 28Q: 3 clusters Score -573089.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -573110.937500 Penalty: 3011.192383
	Iteration 29Q: 3 clusters Score -573110.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -573136.375000 Penalty: 3011.192383
	Iteration 30Q: 3 clusters Score -573136.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -573154.062500 Penalty: 3011.192383
	Iteration 31Q: 3 clusters Score -573154.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -573173.375000 Penalty: 3011.192383
	Iteration 32Q: 3 clusters Score -573173.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -573187.375000 Penalty: 3011.192383
	Iteration 33Q: 3 clusters Score -573187.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -573195.937500 Penalty: 3011.192383
	Iteration 34Q: 3 clusters Score -573195.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -573201.187500 Penalty: 3011.192383
	Iteration 35Q: 3 clusters Score -573201.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -573206.625000 Penalty: 3011.192383
	Iteration 36Q: 3 clusters Score -573206.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -573211.937500 Penalty: 3011.192383
	Iteration 37Q: 3 clusters Score -573211.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -573214.812500 Penalty: 3011.192383
	Iteration 38Q: 3 clusters Score -573214.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -573216.062500 Penalty: 3011.192383
	Iteration 39Q: 3 clusters Score -573216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -573221.437500 Penalty: 3011.192383
	Iteration 40F: 3 clusters Score -573221.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -573221.687500 Penalty: 3011.192383
	Iteration 41Q: 3 clusters Score -573221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -573223.000000 Penalty: 3011.192383
	Iteration 42Q: 3 clusters Score -573223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -573224.000000 Penalty: 3011.192383
	Iteration 43Q: 3 clusters Score -573224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -573225.312500 Penalty: 3011.192383
	Iteration 44Q: 3 clusters Score -573225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -573225.562500 Penalty: 3011.192383
	Iteration 45Q: 3 clusters Score -573225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -573226.000000 Penalty: 3011.192383
	Iteration 46Q: 3 clusters Score -573226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -573225.000000 Penalty: 3011.192383
	Iteration 47Q: 3 clusters Score -573225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -573226.375000 Penalty: 3011.192383
	Iteration 48Q: 3 clusters Score -573226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -573226.562500 Penalty: 3011.192383
	Iteration 49Q: 3 clusters Score -573226.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -573226.875000 Penalty: 3011.192383
	Iteration 50Q: 3 clusters Score -573226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -573226.125000 Penalty: 3011.192383
	Iteration 51Q: 3 clusters Score -573226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -573225.625000 Penalty: 3011.192383
	Iteration 52Q: 3 clusters Score -573225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -573227.000000 Penalty: 3011.192383
	Iteration 53Q: 3 clusters Score -573227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -573228.062500 Penalty: 3011.192383
	Iteration 54Q: 3 clusters Score -573228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -573229.000000 Penalty: 3011.192383
	Iteration 55Q: 3 clusters Score -573229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -573227.812500 Penalty: 3011.192383
	Iteration 56Q: 3 clusters Score -573227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -573227.937500 Penalty: 3011.192383
	Iteration 57Q: 3 clusters Score -573227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -573229.937500 Penalty: 3011.192383
	Iteration 58Q: 3 clusters Score -573229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -573228.437500 Penalty: 3011.192383
	Iteration 59Q: 3 clusters Score -573228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -573231.187500 Penalty: 3011.192383
	Iteration 60F: 3 clusters Score -573231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -573231.687500 Penalty: 3011.192383
	Iteration 61Q: 3 clusters Score -573231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -573233.312500 Penalty: 3011.192383
	Iteration 62Q: 3 clusters Score -573233.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -573234.437500 Penalty: 3011.192383
	Iteration 63Q: 3 clusters Score -573234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -573235.062500 Penalty: 3011.192383
	Iteration 64Q: 3 clusters Score -573235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -573234.125000 Penalty: 3011.192383
	Iteration 65Q: 3 clusters Score -573234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -573235.750000 Penalty: 3011.192383
	Iteration 66Q: 3 clusters Score -573235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -573236.062500 Penalty: 3011.192383
	Iteration 67Q: 3 clusters Score -573236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -573235.687500 Penalty: 3011.192383
	Iteration 68Q: 3 clusters Score -573235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -573236.812500 Penalty: 3011.192383
	Iteration 69Q: 3 clusters Score -573236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -573235.750000 Penalty: 3011.192383
	Iteration 70Q: 3 clusters Score -573235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -573236.250000 Penalty: 3011.192383
	Iteration 71Q: 3 clusters Score -573236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -573237.000000 Penalty: 3011.192383
	Iteration 72Q: 3 clusters Score -573237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -573237.812500 Penalty: 3011.192383
	Iteration 73Q: 3 clusters Score -573237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -573238.812500 Penalty: 3011.192383
	Iteration 74Q: 3 clusters Score -573238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -573239.187500 Penalty: 3011.192383
	Iteration 75Q: 3 clusters Score -573239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -573237.812500 Penalty: 3011.192383
	Iteration 76Q: 3 clusters Score -573237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -573239.687500 Penalty: 3011.192383
	Iteration 77Q: 3 clusters Score -573239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -573238.937500 Penalty: 3011.192383
	Iteration 78Q: 3 clusters Score -573238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -573239.375000 Penalty: 3011.192383
	Iteration 79Q: 3 clusters Score -573239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -573240.000000 Penalty: 3011.192383
	Iteration 80F: 3 clusters Score -573240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -573238.187500 Penalty: 3011.192383
	Iteration 81Q: 3 clusters Score -573238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -573239.687500 Penalty: 3011.192383
	Iteration 82Q: 3 clusters Score -573239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -573239.500000 Penalty: 3011.192383
	Iteration 83Q: 3 clusters Score -573239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -573239.437500 Penalty: 3011.192383
	Iteration 84Q: 3 clusters Score -573239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -573240.312500 Penalty: 3011.192383
	Iteration 85Q: 3 clusters Score -573240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -573240.375000 Penalty: 3011.192383
	Iteration 86Q: 3 clusters Score -573240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -573241.000000 Penalty: 3011.192383
	Iteration 87Q: 3 clusters Score -573241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -573241.062500 Penalty: 3011.192383
	Iteration 88Q: 3 clusters Score -573241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -573241.062500 Penalty: 3011.192383
	Iteration 89F: 3 clusters Score -573241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Entering Unmasked Estep 
Score: -12670238.000000 Penalty: 52232.300781
Splitting cluster 10 changes total score from -12665612.000000 to -12670238.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -66045.632812 Penalty: 1201.804688
	Iteration 0F: 2 clusters Score -66045.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -64305.050781 Penalty: 2403.609375
	Iteration 0F: 3 clusters Score -64305.05 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -65761.757812 Penalty: 2403.609375
	Iteration 1F: 3 clusters Score -65761.76 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -66922.906250 Penalty: 2403.609375
	Iteration 2F: 3 clusters Score -66922.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -67528.070312 Penalty: 2403.609375
	Iteration 3F: 3 clusters Score -67528.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -67951.593750 Penalty: 2403.609375
	Iteration 4Q: 3 clusters Score -67951.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68422.734375 Penalty: 2403.609375
	Iteration 5Q: 3 clusters Score -68422.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -68817.195312 Penalty: 2403.609375
	Iteration 6Q: 3 clusters Score -68817.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -68853.664062 Penalty: 2403.609375
	Iteration 7Q: 3 clusters Score -68853.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68862.679688 Penalty: 2403.609375
	Iteration 8Q: 3 clusters Score -68862.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68863.781250 Penalty: 2403.609375
	Iteration 9F: 3 clusters Score -68863.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -68894.273438 Penalty: 2403.609375
	Iteration 10Q: 3 clusters Score -68894.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -68903.859375 Penalty: 2403.609375
	Iteration 11Q: 3 clusters Score -68903.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -68905.945312 Penalty: 2403.609375
	Iteration 12Q: 3 clusters Score -68905.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -68905.945312 Penalty: 2403.609375
	Iteration 13F: 3 clusters Score -68905.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Entering Unmasked Estep 
Score: -12672278.000000 Penalty: 54241.234375
Splitting cluster 11 changes total score from -12665612.000000 to -12672278.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -65805.007812 Penalty: 1175.084106
	Iteration 0F: 2 clusters Score -65805.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -64119.335938 Penalty: 2350.168213
	Iteration 0F: 3 clusters Score -64119.34 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -64553.218750 Penalty: 2350.168213
	Iteration 1F: 3 clusters Score -64553.22 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -64725.933594 Penalty: 2350.168213
	Iteration 2F: 3 clusters Score -64725.93 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -64875.984375 Penalty: 2350.168213
	Iteration 3F: 3 clusters Score -64875.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -65022.777344 Penalty: 2350.168213
	Iteration 4F: 3 clusters Score -65022.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -65211.742188 Penalty: 2350.168213
	Iteration 5F: 3 clusters Score -65211.74 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -65344.738281 Penalty: 2350.168213
	Iteration 6F: 3 clusters Score -65344.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -65427.531250 Penalty: 2350.168213
	Iteration 7Q: 3 clusters Score -65427.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -65497.472656 Penalty: 2350.168213
	Iteration 8Q: 3 clusters Score -65497.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -65551.476562 Penalty: 2350.168213
	Iteration 9Q: 3 clusters Score -65551.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -65579.726562 Penalty: 2350.168213
	Iteration 10Q: 3 clusters Score -65579.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -65593.328125 Penalty: 2350.168213
	Iteration 11Q: 3 clusters Score -65593.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -65604.093750 Penalty: 2350.168213
	Iteration 12Q: 3 clusters Score -65604.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -65608.898438 Penalty: 2350.168213
	Iteration 13Q: 3 clusters Score -65608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -65611.210938 Penalty: 2350.168213
	Iteration 14Q: 3 clusters Score -65611.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -65612.031250 Penalty: 2350.168213
	Iteration 15Q: 3 clusters Score -65612.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -65612.031250 Penalty: 2350.168213
	Iteration 16F: 3 clusters Score -65612.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -176497.250000 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -176497.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -173643.578125 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -173643.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -174443.718750 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -174443.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -174738.406250 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -174738.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -174987.843750 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -174987.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -175160.265625 Penalty: 2623.552002
	Iteration 4F: 3 clusters Score -175160.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -175285.750000 Penalty: 2623.552002
	Iteration 5F: 3 clusters Score -175285.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -175385.578125 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -175385.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -175452.703125 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -175452.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -175503.328125 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -175503.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -175555.921875 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -175555.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -175610.312500 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -175610.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -175685.875000 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -175685.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -175767.078125 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -175767.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -175879.390625 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -175879.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -176049.406250 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -176049.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -176194.046875 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -176194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -176303.953125 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -176304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -176361.656250 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -176361.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -176400.140625 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -176400.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -176426.968750 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -176427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -176440.515625 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -176440.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -176450.375000 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -176450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -176459.093750 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -176459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -176464.640625 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -176464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -176468.015625 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -176468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -176469.812500 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -176469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -176473.046875 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -176473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -176475.046875 Penalty: 2623.552002
	Iteration 27Q: 3 clusters Score -176475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -176477.375000 Penalty: 2623.552002
	Iteration 28Q: 3 clusters Score -176477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -176478.187500 Penalty: 2623.552002
	Iteration 29Q: 3 clusters Score -176478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -176482.703125 Penalty: 2623.552002
	Iteration 30Q: 3 clusters Score -176482.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -176496.781250 Penalty: 2623.552002
	Iteration 31Q: 3 clusters Score -176496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -176509.781250 Penalty: 2623.552002
	Iteration 32Q: 3 clusters Score -176509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -176521.812500 Penalty: 2623.552002
	Iteration 33Q: 3 clusters Score -176521.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -176533.062500 Penalty: 2623.552002
	Iteration 34Q: 3 clusters Score -176533.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -176536.515625 Penalty: 2623.552002
	Iteration 35Q: 3 clusters Score -176536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -176537.421875 Penalty: 2623.552002
	Iteration 36Q: 3 clusters Score -176537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -176537.562500 Penalty: 2623.552002
	Iteration 37Q: 3 clusters Score -176537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -176538.421875 Penalty: 2623.552002
	Iteration 38Q: 3 clusters Score -176538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -176538.484375 Penalty: 2623.552002
	Iteration 39Q: 3 clusters Score -176538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -176539.015625 Penalty: 2623.552002
	Iteration 40F: 3 clusters Score -176539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Entering Unmasked Estep 
Score: -12671611.000000 Penalty: 56250.171875
Splitting cluster 13 changes total score from -12665612.000000 to -12671611.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (15687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Entering Unmasked Estep 
Score: -922082.687500 Penalty: 1569.845459
	Iteration 0F: 2 clusters Score -922082.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -911378.625000 Penalty: 3139.690918
	Iteration 0F: 3 clusters Score -911378.6 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -915519.500000 Penalty: 3139.690918
	Iteration 1F: 3 clusters Score -915519.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -916243.062500 Penalty: 3139.690918
	Iteration 2F: 3 clusters Score -916243.1 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -917176.812500 Penalty: 3139.690918
	Iteration 3F: 3 clusters Score -917176.8 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -918222.125000 Penalty: 3139.690918
	Iteration 4F: 3 clusters Score -918222.1 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -919203.062500 Penalty: 3139.690918
	Iteration 5F: 3 clusters Score -919203.1 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -919909.312500 Penalty: 3139.690918
	Iteration 6F: 3 clusters Score -919909.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -920419.375000 Penalty: 3139.690918
	Iteration 7Q: 3 clusters Score -920419.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -920841.437500 Penalty: 3139.690918
	Iteration 8Q: 3 clusters Score -920841.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -921335.062500 Penalty: 3139.690918
	Iteration 9Q: 3 clusters Score -921335.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -921649.125000 Penalty: 3139.690918
	Iteration 10Q: 3 clusters Score -921649.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -921759.312500 Penalty: 3139.690918
	Iteration 11Q: 3 clusters Score -921759.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -921834.687500 Penalty: 3139.690918
	Iteration 12Q: 3 clusters Score -921834.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -921889.875000 Penalty: 3139.690918
	Iteration 13Q: 3 clusters Score -921889.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -921933.375000 Penalty: 3139.690918
	Iteration 14Q: 3 clusters Score -921933.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -921968.875000 Penalty: 3139.690918
	Iteration 15Q: 3 clusters Score -921968.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -921998.937500 Penalty: 3139.690918
	Iteration 16Q: 3 clusters Score -921998.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -922013.750000 Penalty: 3139.690918
	Iteration 17Q: 3 clusters Score -922013.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -922028.750000 Penalty: 3139.690918
	Iteration 18Q: 3 clusters Score -922028.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -922040.062500 Penalty: 3139.690918
	Iteration 19Q: 3 clusters Score -922040.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -922049.875000 Penalty: 3139.690918
	Iteration 20F: 3 clusters Score -922049.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -922055.437500 Penalty: 3139.690918
	Iteration 21Q: 3 clusters Score -922055.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -922066.250000 Penalty: 3139.690918
	Iteration 22Q: 3 clusters Score -922066.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -922075.000000 Penalty: 3139.690918
	Iteration 23Q: 3 clusters Score -922075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -922081.562500 Penalty: 3139.690918
	Iteration 24Q: 3 clusters Score -922081.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -922086.937500 Penalty: 3139.690918
	Iteration 25Q: 3 clusters Score -922086.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -922090.625000 Penalty: 3139.690918
	Iteration 26Q: 3 clusters Score -922090.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -922099.562500 Penalty: 3139.690918
	Iteration 27Q: 3 clusters Score -922099.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -922103.312500 Penalty: 3139.690918
	Iteration 28Q: 3 clusters Score -922103.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -922109.562500 Penalty: 3139.690918
	Iteration 29Q: 3 clusters Score -922109.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -922115.250000 Penalty: 3139.690918
	Iteration 30Q: 3 clusters Score -922115.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -922118.875000 Penalty: 3139.690918
	Iteration 31Q: 3 clusters Score -922118.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -922124.562500 Penalty: 3139.690918
	Iteration 32Q: 3 clusters Score -922124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -922124.625000 Penalty: 3139.690918
	Iteration 33Q: 3 clusters Score -922124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -922125.437500 Penalty: 3139.690918
	Iteration 34Q: 3 clusters Score -922125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -922124.875000 Penalty: 3139.690918
	Iteration 35Q: 3 clusters Score -922124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -922126.937500 Penalty: 3139.690918
	Iteration 36Q: 3 clusters Score -922126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -922126.500000 Penalty: 3139.690918
	Iteration 37Q: 3 clusters Score -922126.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -922129.250000 Penalty: 3139.690918
	Iteration 38Q: 3 clusters Score -922129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -922128.437500 Penalty: 3139.690918
	Iteration 39Q: 3 clusters Score -922128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -922128.375000 Penalty: 3139.690918
	Iteration 40F: 3 clusters Score -922128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -922130.875000 Penalty: 3139.690918
	Iteration 41Q: 3 clusters Score -922130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -922129.750000 Penalty: 3139.690918
	Iteration 42Q: 3 clusters Score -922129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -922129.750000 Penalty: 3139.690918
	Iteration 43Q: 3 clusters Score -922129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -922130.062500 Penalty: 3139.690918
	Iteration 44Q: 3 clusters Score -922130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -922130.625000 Penalty: 3139.690918
	Iteration 45Q: 3 clusters Score -922130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -922130.312500 Penalty: 3139.690918
	Iteration 46Q: 3 clusters Score -922130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -922131.250000 Penalty: 3139.690918
	Iteration 47Q: 3 clusters Score -922131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -922132.000000 Penalty: 3139.690918
	Iteration 48Q: 3 clusters Score -922132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -922130.437500 Penalty: 3139.690918
	Iteration 49Q: 3 clusters Score -922130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -922130.687500 Penalty: 3139.690918
	Iteration 50Q: 3 clusters Score -922130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -922130.812500 Penalty: 3139.690918
	Iteration 51Q: 3 clusters Score -922130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -922130.625000 Penalty: 3139.690918
	Iteration 52Q: 3 clusters Score -922130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -922130.437500 Penalty: 3139.690918
	Iteration 53Q: 3 clusters Score -922130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -922130.000000 Penalty: 3139.690918
	Iteration 54Q: 3 clusters Score -922130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -922130.000000 Penalty: 3139.690918
	Iteration 55F: 3 clusters Score -922130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Entering Unmasked Estep 
Score: -12671245.000000 Penalty: 58259.105469
Splitting cluster 14 changes total score from -12665612.000000 to -12671245.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -134293.609375 Penalty: 1299.018066
	Iteration 0F: 2 clusters Score -134293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -131659.484375 Penalty: 2598.036133
	Iteration 0F: 3 clusters Score -131659.5 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -132590.968750 Penalty: 2598.036133
	Iteration 1F: 3 clusters Score -132591 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -133370.000000 Penalty: 2598.036133
	Iteration 2F: 3 clusters Score -133370 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -134375.046875 Penalty: 2598.036133
	Iteration 3F: 3 clusters Score -134375 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -135096.046875 Penalty: 2598.036133
	Iteration 4F: 3 clusters Score -135096 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -135585.328125 Penalty: 2598.036133
	Iteration 5F: 3 clusters Score -135585.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -136259.000000 Penalty: 2598.036133
	Iteration 6F: 3 clusters Score -136259 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -136765.187500 Penalty: 2598.036133
	Iteration 7F: 3 clusters Score -136765.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -137012.984375 Penalty: 2598.036133
	Iteration 8Q: 3 clusters Score -137013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -137086.828125 Penalty: 2598.036133
	Iteration 9Q: 3 clusters Score -137086.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -137142.921875 Penalty: 2598.036133
	Iteration 10Q: 3 clusters Score -137142.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -137219.250000 Penalty: 2598.036133
	Iteration 11Q: 3 clusters Score -137219.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -137313.953125 Penalty: 2598.036133
	Iteration 12Q: 3 clusters Score -137314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -137349.375000 Penalty: 2598.036133
	Iteration 13Q: 3 clusters Score -137349.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -137382.781250 Penalty: 2598.036133
	Iteration 14Q: 3 clusters Score -137382.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -137413.953125 Penalty: 2598.036133
	Iteration 15Q: 3 clusters Score -137414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -137455.640625 Penalty: 2598.036133
	Iteration 16Q: 3 clusters Score -137455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -137497.953125 Penalty: 2598.036133
	Iteration 17Q: 3 clusters Score -137498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -137586.531250 Penalty: 2598.036133
	Iteration 18Q: 3 clusters Score -137586.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -137734.968750 Penalty: 2598.036133
	Iteration 19Q: 3 clusters Score -137735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -137876.343750 Penalty: 2598.036133
	Iteration 20F: 3 clusters Score -137876.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -137885.015625 Penalty: 2598.036133
	Iteration 21Q: 3 clusters Score -137885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -137885.781250 Penalty: 2598.036133
	Iteration 22Q: 3 clusters Score -137885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -137885.781250 Penalty: 2598.036133
	Iteration 23F: 3 clusters Score -137885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1130 members 
Entering Unmasked Estep 
Score: -12674121.000000 Penalty: 60268.039062
Splitting cluster 15 changes total score from -12665612.000000 to -12674121.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (22739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Entering Unmasked Estep 
Score: -1311943.125000 Penalty: 1630.173462
	Iteration 0F: 2 clusters Score -1311943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1296616.750000 Penalty: 3260.346924
	Iteration 0F: 3 clusters Score -1296617 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1303252.875000 Penalty: 3260.346924
	Iteration 1F: 3 clusters Score -1303253 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1305143.875000 Penalty: 3260.346924
	Iteration 2F: 3 clusters Score -1305144 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1307322.500000 Penalty: 3260.346924
	Iteration 3F: 3 clusters Score -1307322 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1309248.250000 Penalty: 3260.346924
	Iteration 4F: 3 clusters Score -1309248 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1310708.500000 Penalty: 3260.346924
	Iteration 5F: 3 clusters Score -1310708 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1311804.750000 Penalty: 3260.346924
	Iteration 6F: 3 clusters Score -1311805 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1312576.000000 Penalty: 3260.346924
	Iteration 7Q: 3 clusters Score -1312576 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1313124.375000 Penalty: 3260.346924
	Iteration 8Q: 3 clusters Score -1313124 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1313508.375000 Penalty: 3260.346924
	Iteration 9Q: 3 clusters Score -1313508 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1313797.500000 Penalty: 3260.346924
	Iteration 10Q: 3 clusters Score -1313798 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1314016.250000 Penalty: 3260.346924
	Iteration 11Q: 3 clusters Score -1314016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1314182.125000 Penalty: 3260.346924
	Iteration 12Q: 3 clusters Score -1314182 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1314337.500000 Penalty: 3260.346924
	Iteration 13Q: 3 clusters Score -1314338 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1314473.750000 Penalty: 3260.346924
	Iteration 14Q: 3 clusters Score -1314474 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1314576.375000 Penalty: 3260.346924
	Iteration 15Q: 3 clusters Score -1314576 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1314642.125000 Penalty: 3260.346924
	Iteration 16Q: 3 clusters Score -1314642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1314688.250000 Penalty: 3260.346924
	Iteration 17Q: 3 clusters Score -1314688 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1314722.000000 Penalty: 3260.346924
	Iteration 18Q: 3 clusters Score -1314722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1314741.500000 Penalty: 3260.346924
	Iteration 19Q: 3 clusters Score -1314742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1314754.500000 Penalty: 3260.346924
	Iteration 20F: 3 clusters Score -1314754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1314767.750000 Penalty: 3260.346924
	Iteration 21Q: 3 clusters Score -1314768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1314771.875000 Penalty: 3260.346924
	Iteration 22Q: 3 clusters Score -1314772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1314776.375000 Penalty: 3260.346924
	Iteration 23Q: 3 clusters Score -1314776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1314781.750000 Penalty: 3260.346924
	Iteration 24Q: 3 clusters Score -1314782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1314792.000000 Penalty: 3260.346924
	Iteration 25Q: 3 clusters Score -1314792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1314803.875000 Penalty: 3260.346924
	Iteration 26Q: 3 clusters Score -1314804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1314817.000000 Penalty: 3260.346924
	Iteration 27Q: 3 clusters Score -1314817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1314830.750000 Penalty: 3260.346924
	Iteration 28Q: 3 clusters Score -1314831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1314869.500000 Penalty: 3260.346924
	Iteration 29Q: 3 clusters Score -1314870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1314935.500000 Penalty: 3260.346924
	Iteration 30Q: 3 clusters Score -1314936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1315038.125000 Penalty: 3260.346924
	Iteration 31Q: 3 clusters Score -1315038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1315094.500000 Penalty: 3260.346924
	Iteration 32Q: 3 clusters Score -1315094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1315128.375000 Penalty: 3260.346924
	Iteration 33Q: 3 clusters Score -1315128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1315157.125000 Penalty: 3260.346924
	Iteration 34Q: 3 clusters Score -1315157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1315185.000000 Penalty: 3260.346924
	Iteration 35Q: 3 clusters Score -1315185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1315211.250000 Penalty: 3260.346924
	Iteration 36Q: 3 clusters Score -1315211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1315249.625000 Penalty: 3260.346924
	Iteration 37Q: 3 clusters Score -1315250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1315315.625000 Penalty: 3260.346924
	Iteration 38Q: 3 clusters Score -1315316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1315404.875000 Penalty: 3260.346924
	Iteration 39Q: 3 clusters Score -1315405 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1315529.000000 Penalty: 3260.346924
	Iteration 40F: 3 clusters Score -1315529 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1315603.750000 Penalty: 3260.346924
	Iteration 41Q: 3 clusters Score -1315604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1315637.625000 Penalty: 3260.346924
	Iteration 42Q: 3 clusters Score -1315638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1315647.500000 Penalty: 3260.346924
	Iteration 43Q: 3 clusters Score -1315648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1315653.500000 Penalty: 3260.346924
	Iteration 44Q: 3 clusters Score -1315654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1315661.500000 Penalty: 3260.346924
	Iteration 45Q: 3 clusters Score -1315662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1315666.250000 Penalty: 3260.346924
	Iteration 46Q: 3 clusters Score -1315666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1315666.750000 Penalty: 3260.346924
	Iteration 47Q: 3 clusters Score -1315667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1315665.750000 Penalty: 3260.346924
	Iteration 48Q: 3 clusters Score -1315666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1315668.500000 Penalty: 3260.346924
	Iteration 49Q: 3 clusters Score -1315668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1315669.000000 Penalty: 3260.346924
	Iteration 50Q: 3 clusters Score -1315669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -1315666.250000 Penalty: 3260.346924
	Iteration 51Q: 3 clusters Score -1315666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1315666.125000 Penalty: 3260.346924
	Iteration 52Q: 3 clusters Score -1315666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1315665.000000 Penalty: 3260.346924
	Iteration 53Q: 3 clusters Score -1315665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1315668.000000 Penalty: 3260.346924
	Iteration 54Q: 3 clusters Score -1315668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1315667.500000 Penalty: 3260.346924
	Iteration 55Q: 3 clusters Score -1315668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1315667.500000 Penalty: 3260.346924
	Iteration 56F: 3 clusters Score -1315668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 6058 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1130 members 
Mstep: Class 31 contains 16746 members 
Entering Unmasked Estep 
Score: -12677521.000000 Penalty: 62276.972656
Splitting cluster 17 changes total score from -12665612.000000 to -12677521.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (11160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Entering Unmasked Estep 
Score: -650928.187500 Penalty: 1514.514771
	Iteration 0F: 2 clusters Score -650928.2 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 5677 members 
Entering Unmasked Estep 
Score: -643007.937500 Penalty: 3029.029541
	Iteration 0F: 3 clusters Score -643007.9 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -645705.750000 Penalty: 3029.029541
	Iteration 1F: 3 clusters Score -645705.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -645970.687500 Penalty: 3029.029541
	Iteration 2F: 3 clusters Score -645970.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -646222.062500 Penalty: 3029.029541
	Iteration 3F: 3 clusters Score -646222.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -646483.437500 Penalty: 3029.029541
	Iteration 4Q: 3 clusters Score -646483.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -646789.000000 Penalty: 3029.029541
	Iteration 5Q: 3 clusters Score -646789 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -647138.812500 Penalty: 3029.029541
	Iteration 6F: 3 clusters Score -647138.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -647601.500000 Penalty: 3029.029541
	Iteration 7F: 3 clusters Score -647601.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -648126.625000 Penalty: 3029.029541
	Iteration 8F: 3 clusters Score -648126.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -648643.062500 Penalty: 3029.029541
	Iteration 9F: 3 clusters Score -648643.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -649009.500000 Penalty: 3029.029541
	Iteration 10Q: 3 clusters Score -649009.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -649221.562500 Penalty: 3029.029541
	Iteration 11Q: 3 clusters Score -649221.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -649348.875000 Penalty: 3029.029541
	Iteration 12Q: 3 clusters Score -649348.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -649433.375000 Penalty: 3029.029541
	Iteration 13Q: 3 clusters Score -649433.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -649486.687500 Penalty: 3029.029541
	Iteration 14Q: 3 clusters Score -649486.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -649525.250000 Penalty: 3029.029541
	Iteration 15Q: 3 clusters Score -649525.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -649555.125000 Penalty: 3029.029541
	Iteration 16Q: 3 clusters Score -649555.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -649592.187500 Penalty: 3029.029541
	Iteration 17Q: 3 clusters Score -649592.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -649617.375000 Penalty: 3029.029541
	Iteration 18Q: 3 clusters Score -649617.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -649634.250000 Penalty: 3029.029541
	Iteration 19Q: 3 clusters Score -649634.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -649648.687500 Penalty: 3029.029541
	Iteration 20F: 3 clusters Score -649648.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -649655.875000 Penalty: 3029.029541
	Iteration 21Q: 3 clusters Score -649655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -649661.312500 Penalty: 3029.029541
	Iteration 22Q: 3 clusters Score -649661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -649663.250000 Penalty: 3029.029541
	Iteration 23Q: 3 clusters Score -649663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -649668.687500 Penalty: 3029.029541
	Iteration 24Q: 3 clusters Score -649668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -649671.187500 Penalty: 3029.029541
	Iteration 25Q: 3 clusters Score -649671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -649673.187500 Penalty: 3029.029541
	Iteration 26Q: 3 clusters Score -649673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -649676.375000 Penalty: 3029.029541
	Iteration 27Q: 3 clusters Score -649676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -649678.625000 Penalty: 3029.029541
	Iteration 28Q: 3 clusters Score -649678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -649680.125000 Penalty: 3029.029541
	Iteration 29Q: 3 clusters Score -649680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -649680.500000 Penalty: 3029.029541
	Iteration 30Q: 3 clusters Score -649680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -649680.812500 Penalty: 3029.029541
	Iteration 31Q: 3 clusters Score -649680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -649680.812500 Penalty: 3029.029541
	Iteration 32F: 3 clusters Score -649680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -332219.750000 Penalty: 1415.234497
	Iteration 0F: 2 clusters Score -332219.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -327602.812500 Penalty: 2830.468994
	Iteration 0F: 3 clusters Score -327602.8 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -329077.125000 Penalty: 2830.468994
	Iteration 1F: 3 clusters Score -329077.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -329596.000000 Penalty: 2830.468994
	Iteration 2F: 3 clusters Score -329596 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -330178.000000 Penalty: 2830.468994
	Iteration 3F: 3 clusters Score -330178 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -330660.000000 Penalty: 2830.468994
	Iteration 4F: 3 clusters Score -330660 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -331045.562500 Penalty: 2830.468994
	Iteration 5F: 3 clusters Score -331045.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -331360.125000 Penalty: 2830.468994
	Iteration 6F: 3 clusters Score -331360.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -331602.437500 Penalty: 2830.468994
	Iteration 7Q: 3 clusters Score -331602.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -331755.062500 Penalty: 2830.468994
	Iteration 8Q: 3 clusters Score -331755.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -331897.750000 Penalty: 2830.468994
	Iteration 9Q: 3 clusters Score -331897.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -332053.000000 Penalty: 2830.468994
	Iteration 10Q: 3 clusters Score -332053 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -332240.781250 Penalty: 2830.468994
	Iteration 11Q: 3 clusters Score -332240.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -332466.187500 Penalty: 2830.468994
	Iteration 12Q: 3 clusters Score -332466.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -332656.406250 Penalty: 2830.468994
	Iteration 13Q: 3 clusters Score -332656.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -332800.687500 Penalty: 2830.468994
	Iteration 14Q: 3 clusters Score -332800.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -332888.468750 Penalty: 2830.468994
	Iteration 15Q: 3 clusters Score -332888.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -332941.687500 Penalty: 2830.468994
	Iteration 16Q: 3 clusters Score -332941.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -332955.062500 Penalty: 2830.468994
	Iteration 17Q: 3 clusters Score -332955.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -332958.656250 Penalty: 2830.468994
	Iteration 18Q: 3 clusters Score -332958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -332958.218750 Penalty: 2830.468994
	Iteration 19Q: 3 clusters Score -332958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -332959.281250 Penalty: 2830.468994
	Iteration 20F: 3 clusters Score -332959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -332958.687500 Penalty: 2830.468994
	Iteration 21Q: 3 clusters Score -332958.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -332958.687500 Penalty: 2830.468994
	Iteration 22F: 3 clusters Score -332958.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 7407 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1130 members 
Mstep: Class 31 contains 16746 members 
Mstep: Class 32 contains 4114 members 
Entering Unmasked Estep 
Score: -12677688.000000 Penalty: 64285.910156
Splitting cluster 19 changes total score from -12665612.000000 to -12677688.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -423948.343750 Penalty: 1447.904419
	Iteration 0F: 2 clusters Score -423948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -418449.312500 Penalty: 2895.808838
	Iteration 0F: 3 clusters Score -418449.3 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -420746.125000 Penalty: 2895.808838
	Iteration 1F: 3 clusters Score -420746.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -422284.968750 Penalty: 2895.808838
	Iteration 2F: 3 clusters Score -422285 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -423418.281250 Penalty: 2895.808838
	Iteration 3F: 3 clusters Score -423418.3 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -424284.875000 Penalty: 2895.808838
	Iteration 4F: 3 clusters Score -424284.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -425062.531250 Penalty: 2895.808838
	Iteration 5F: 3 clusters Score -425062.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -425776.656250 Penalty: 2895.808838
	Iteration 6F: 3 clusters Score -425776.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -426318.781250 Penalty: 2895.808838
	Iteration 7F: 3 clusters Score -426318.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -426685.375000 Penalty: 2895.808838
	Iteration 8Q: 3 clusters Score -426685.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -426892.531250 Penalty: 2895.808838
	Iteration 9Q: 3 clusters Score -426892.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -427052.218750 Penalty: 2895.808838
	Iteration 10Q: 3 clusters Score -427052.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -427183.437500 Penalty: 2895.808838
	Iteration 11Q: 3 clusters Score -427183.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -427260.156250 Penalty: 2895.808838
	Iteration 12Q: 3 clusters Score -427260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -427298.250000 Penalty: 2895.808838
	Iteration 13Q: 3 clusters Score -427298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -427320.281250 Penalty: 2895.808838
	Iteration 14Q: 3 clusters Score -427320.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -427334.187500 Penalty: 2895.808838
	Iteration 15Q: 3 clusters Score -427334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -427337.093750 Penalty: 2895.808838
	Iteration 16Q: 3 clusters Score -427337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -427339.875000 Penalty: 2895.808838
	Iteration 17Q: 3 clusters Score -427339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -427341.593750 Penalty: 2895.808838
	Iteration 18Q: 3 clusters Score -427341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -427341.593750 Penalty: 2895.808838
	Iteration 19F: 3 clusters Score -427341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1130 members 
Mstep: Class 31 contains 16746 members 
Mstep: Class 32 contains 4114 members 
Mstep: Class 33 contains 553 members 
Entering Unmasked Estep 
Score: -12680505.000000 Penalty: 66294.843750
Splitting cluster 20 changes total score from -12665612.000000 to -12680505.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -345978.406250 Penalty: 1417.339844
	Iteration 0F: 2 clusters Score -345978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -341354.343750 Penalty: 2834.679688
	Iteration 0F: 3 clusters Score -341354.3 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -342812.250000 Penalty: 2834.679688
	Iteration 1F: 3 clusters Score -342812.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -343412.125000 Penalty: 2834.679688
	Iteration 2F: 3 clusters Score -343412.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -344234.937500 Penalty: 2834.679688
	Iteration 3F: 3 clusters Score -344234.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -344949.812500 Penalty: 2834.679688
	Iteration 4F: 3 clusters Score -344949.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -345348.406250 Penalty: 2834.679688
	Iteration 5F: 3 clusters Score -345348.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -345597.750000 Penalty: 2834.679688
	Iteration 6Q: 3 clusters Score -345597.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -345786.156250 Penalty: 2834.679688
	Iteration 7Q: 3 clusters Score -345786.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -345952.625000 Penalty: 2834.679688
	Iteration 8Q: 3 clusters Score -345952.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -346077.281250 Penalty: 2834.679688
	Iteration 9Q: 3 clusters Score -346077.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -346185.468750 Penalty: 2834.679688
	Iteration 10Q: 3 clusters Score -346185.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -346266.562500 Penalty: 2834.679688
	Iteration 11Q: 3 clusters Score -346266.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -346314.406250 Penalty: 2834.679688
	Iteration 12Q: 3 clusters Score -346314.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -346355.062500 Penalty: 2834.679688
	Iteration 13Q: 3 clusters Score -346355.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -346390.125000 Penalty: 2834.679688
	Iteration 14Q: 3 clusters Score -346390.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -346418.468750 Penalty: 2834.679688
	Iteration 15Q: 3 clusters Score -346418.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -346440.500000 Penalty: 2834.679688
	Iteration 16Q: 3 clusters Score -346440.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -346476.218750 Penalty: 2834.679688
	Iteration 17Q: 3 clusters Score -346476.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -346540.593750 Penalty: 2834.679688
	Iteration 18Q: 3 clusters Score -346540.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -346612.562500 Penalty: 2834.679688
	Iteration 19Q: 3 clusters Score -346612.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -346665.687500 Penalty: 2834.679688
	Iteration 20F: 3 clusters Score -346665.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -346709.625000 Penalty: 2834.679688
	Iteration 21Q: 3 clusters Score -346709.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -346734.531250 Penalty: 2834.679688
	Iteration 22Q: 3 clusters Score -346734.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -346749.875000 Penalty: 2834.679688
	Iteration 23Q: 3 clusters Score -346749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -346754.031250 Penalty: 2834.679688
	Iteration 24Q: 3 clusters Score -346754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -346757.843750 Penalty: 2834.679688
	Iteration 25Q: 3 clusters Score -346757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -346759.781250 Penalty: 2834.679688
	Iteration 26Q: 3 clusters Score -346759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -346760.843750 Penalty: 2834.679688
	Iteration 27Q: 3 clusters Score -346760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -346760.843750 Penalty: 2834.679688
	Iteration 28F: 3 clusters Score -346760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 4179 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1130 members 
Mstep: Class 31 contains 16746 members 
Mstep: Class 32 contains 4114 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 1958 members 
Entering Unmasked Estep 
Score: -12680679.000000 Penalty: 68303.781250
Splitting cluster 21 changes total score from -12665612.000000 to -12680679.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -357789.187500 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -357789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -352676.312500 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -352676.3 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -354459.437500 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -354459.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -354965.156250 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -354965.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -355494.375000 Penalty: 2869.593750
	Iteration 3F: 3 clusters Score -355494.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -356024.031250 Penalty: 2869.593750
	Iteration 4F: 3 clusters Score -356024 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -356576.406250 Penalty: 2869.593750
	Iteration 5F: 3 clusters Score -356576.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -356984.843750 Penalty: 2869.593750
	Iteration 6F: 3 clusters Score -356984.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -357281.843750 Penalty: 2869.593750
	Iteration 7F: 3 clusters Score -357281.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -357479.750000 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -357479.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -357620.000000 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -357620 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -357724.812500 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -357724.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -357815.562500 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -357815.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -357883.718750 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -357883.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -357939.281250 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -357939.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -357990.843750 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -357990.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -358041.781250 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -358041.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -358070.187500 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -358070.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -358089.937500 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -358089.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -358100.968750 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -358101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -358106.593750 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -358106.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -358108.812500 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -358108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -358112.187500 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -358112.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -358115.781250 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -358115.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -358122.406250 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -358122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -358130.156250 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -358130.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -358140.500000 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -358140.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -358150.593750 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -358150.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -358158.000000 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -358158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -358162.031250 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -358162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -358167.187500 Penalty: 2869.593750
	Iteration 29Q: 3 clusters Score -358167.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -358173.468750 Penalty: 2869.593750
	Iteration 30Q: 3 clusters Score -358173.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -358197.375000 Penalty: 2869.593750
	Iteration 31Q: 3 clusters Score -358197.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -358237.156250 Penalty: 2869.593750
	Iteration 32Q: 3 clusters Score -358237.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -358282.312500 Penalty: 2869.593750
	Iteration 33Q: 3 clusters Score -358282.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -358309.093750 Penalty: 2869.593750
	Iteration 34Q: 3 clusters Score -358309.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -358327.156250 Penalty: 2869.593750
	Iteration 35Q: 3 clusters Score -358327.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -358343.343750 Penalty: 2869.593750
	Iteration 36Q: 3 clusters Score -358343.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -358369.875000 Penalty: 2869.593750
	Iteration 37Q: 3 clusters Score -358369.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -358396.875000 Penalty: 2869.593750
	Iteration 38Q: 3 clusters Score -358396.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -358424.812500 Penalty: 2869.593750
	Iteration 39Q: 3 clusters Score -358424.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -358439.718750 Penalty: 2869.593750
	Iteration 40F: 3 clusters Score -358439.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -358448.281250 Penalty: 2869.593750
	Iteration 41Q: 3 clusters Score -358448.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -358454.250000 Penalty: 2869.593750
	Iteration 42Q: 3 clusters Score -358454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -358458.125000 Penalty: 2869.593750
	Iteration 43Q: 3 clusters Score -358458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -358461.750000 Penalty: 2869.593750
	Iteration 44Q: 3 clusters Score -358461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -358462.343750 Penalty: 2869.593750
	Iteration 45Q: 3 clusters Score -358462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -358464.875000 Penalty: 2869.593750
	Iteration 46Q: 3 clusters Score -358464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -358465.468750 Penalty: 2869.593750
	Iteration 47Q: 3 clusters Score -358465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -358466.281250 Penalty: 2869.593750
	Iteration 48Q: 3 clusters Score -358466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -358466.031250 Penalty: 2869.593750
	Iteration 49Q: 3 clusters Score -358466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -358466.031250 Penalty: 2869.593750
	Iteration 50F: 3 clusters Score -358466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 15946 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 4179 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 21252 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1130 members 
Mstep: Class 31 contains 16746 members 
Mstep: Class 32 contains 4114 members 
Mstep: Class 33 contains 553 members 
Mstep: Class 34 contains 1958 members 
Mstep: Class 35 contains 2088 members 
Entering Unmasked Estep 
Score: -12680788.000000 Penalty: 70312.710938
Splitting cluster 22 changes total score from -12665612.000000 to -12680788.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (21252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Entering Unmasked Estep 
Score: -1204745.875000 Penalty: 1619.183594
	Iteration 0F: 2 clusters Score -1204746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1190281.750000 Penalty: 3238.367188
	Iteration 0F: 3 clusters Score -1190282 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1195820.875000 Penalty: 3238.367188
	Iteration 1F: 3 clusters Score -1195821 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1196780.500000 Penalty: 3238.367188
	Iteration 2F: 3 clusters Score -1196780 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1197967.000000 Penalty: 3238.367188
	Iteration 3F: 3 clusters Score -1197967 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1199090.000000 Penalty: 3238.367188
	Iteration 4F: 3 clusters Score -1199090 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1200044.250000 Penalty: 3238.367188
	Iteration 5F: 3 clusters Score -1200044 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1200711.625000 Penalty: 3238.367188
	Iteration 6F: 3 clusters Score -1200712 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1201155.125000 Penalty: 3238.367188
	Iteration 7Q: 3 clusters Score -1201155 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1201471.375000 Penalty: 3238.367188
	Iteration 8Q: 3 clusters Score -1201471 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1201737.750000 Penalty: 3238.367188
	Iteration 9Q: 3 clusters Score -1201738 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1201959.750000 Penalty: 3238.367188
	Iteration 10Q: 3 clusters Score -1201960 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1202158.000000 Penalty: 3238.367188
	Iteration 11Q: 3 clusters Score -1202158 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1202317.000000 Penalty: 3238.367188
	Iteration 12Q: 3 clusters Score -1202317 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1202445.625000 Penalty: 3238.367188
	Iteration 13Q: 3 clusters Score -1202446 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1202566.375000 Penalty: 3238.367188
	Iteration 14Q: 3 clusters Score -1202566 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1202665.875000 Penalty: 3238.367188
	Iteration 15Q: 3 clusters Score -1202666 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1202770.125000 Penalty: 3238.367188
	Iteration 16Q: 3 clusters Score -1202770 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1202848.875000 Penalty: 3238.367188
	Iteration 17Q: 3 clusters Score -1202849 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1202927.125000 Penalty: 3238.367188
	Iteration 18Q: 3 clusters Score -1202927 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1202992.500000 Penalty: 3238.367188
	Iteration 19Q: 3 clusters Score -1202992 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1203046.375000 Penalty: 3238.367188
	Iteration 20F: 3 clusters Score -1203046 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1203106.375000 Penalty: 3238.367188
	Iteration 21Q: 3 clusters Score -1203106 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1203184.125000 Penalty: 3238.367188
	Iteration 22Q: 3 clusters Score -1203184 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1203278.625000 Penalty: 3238.367188
	Iteration 23Q: 3 clusters Score -1203279 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1203380.875000 Penalty: 3238.367188
	Iteration 24Q: 3 clusters Score -1203381 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1203523.875000 Penalty: 3238.367188
	Iteration 25Q: 3 clusters Score -1203524 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1203666.375000 Penalty: 3238.367188
	Iteration 26Q: 3 clusters Score -1203666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1203804.625000 Penalty: 3238.367188
	Iteration 27Q: 3 clusters Score -1203805 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1203912.875000 Penalty: 3238.367188
	Iteration 28Q: 3 clusters Score -1203913 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1204003.875000 Penalty: 3238.367188
	Iteration 29Q: 3 clusters Score -1204004 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1204074.000000 Penalty: 3238.367188
	Iteration 30Q: 3 clusters Score -1204074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1204122.875000 Penalty: 3238.367188
	Iteration 31Q: 3 clusters Score -1204123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1204161.250000 Penalty: 3238.367188
	Iteration 32Q: 3 clusters Score -1204161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1204185.750000 Penalty: 3238.367188
	Iteration 33Q: 3 clusters Score -1204186 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1204193.875000 Penalty: 3238.367188
	Iteration 34Q: 3 clusters Score -1204194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1204202.125000 Penalty: 3238.367188
	Iteration 35Q: 3 clusters Score -1204202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1204215.250000 Penalty: 3238.367188
	Iteration 36Q: 3 clusters Score -1204215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1204220.750000 Penalty: 3238.367188
	Iteration 37Q: 3 clusters Score -1204221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1204233.500000 Penalty: 3238.367188
	Iteration 38Q: 3 clusters Score -1204234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1204240.000000 Penalty: 3238.367188
	Iteration 39Q: 3 clusters Score -1204240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1204239.875000 Penalty: 3238.367188
	Iteration 40F: 3 clusters Score -1204240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1204244.750000 Penalty: 3238.367188
	Iteration 41Q: 3 clusters Score -1204245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1204247.500000 Penalty: 3238.367188
	Iteration 42Q: 3 clusters Score -1204248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1204244.625000 Penalty: 3238.367188
	Iteration 43Q: 3 clusters Score -1204245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1204246.625000 Penalty: 3238.367188
	Iteration 44Q: 3 clusters Score -1204247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1204249.000000 Penalty: 3238.367188
	Iteration 45Q: 3 clusters Score -1204249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1204248.750000 Penalty: 3238.367188
	Iteration 46Q: 3 clusters Score -1204249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1204250.500000 Penalty: 3238.367188
	Iteration 47Q: 3 clusters Score -1204250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1204252.125000 Penalty: 3238.367188
	Iteration 48Q: 3 clusters Score -1204252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1204251.000000 Penalty: 3238.367188
	Iteration 49Q: 3 clusters Score -1204251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1204249.875000 Penalty: 3238.367188
	Iteration 50Q: 3 clusters Score -1204250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1204249.875000 Penalty: 3238.367188
	Iteration 51F: 3 clusters Score -1204250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 12668 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 4719 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 1944 members 
Mstep: Class 20 contains 6854 members 
Mstep: Class 21 contains 4179 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 21252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12685253.000000 Penalty: 70312.710938
Iteration 39Q: 36 clusters Score -1.268525e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 4 contains 26839 members 
Mstep: Class 5 contains 13081 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 413 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 13 contains 1881 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 15835 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 20 contains 7342 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 5166 members 
Mstep: Class 23 contains 21321 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 5625 members 
Mstep: Class 27 contains 707 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 12389 members 
Mstep: Class 30 contains 1146 members 
Mstep: Class 31 contains 16185 members 
Mstep: Class 32 contains 4087 members 
Mstep: Class 33 contains 542 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689887.000000 Penalty: 70312.710938
Iteration 40F: 36 clusters Score -1.268989e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 11471 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 26706 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 3774 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 1900 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 15789 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 11159 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 20 contains 7575 members 
Mstep: Class 21 contains 4212 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 20934 members 
Mstep: Class 24 contains 3936 members 
Mstep: Class 25 contains 4105 members 
Mstep: Class 26 contains 5646 members 
Mstep: Class 27 contains 693 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 12420 members 
Mstep: Class 30 contains 1166 members 
Mstep: Class 31 contains 15945 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 1985 members 
Mstep: Class 35 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12692245.000000 Penalty: 70312.710938
Iteration 41Q: 36 clusters Score -1.269224e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26602 members 
Mstep: Class 5 contains 13211 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 15767 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 11155 members 
Mstep: Class 19 contains 2094 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 4204 members 
Mstep: Class 22 contains 6222 members 
Mstep: Class 23 contains 20621 members 
Mstep: Class 24 contains 3984 members 
Mstep: Class 25 contains 4098 members 
Mstep: Class 26 contains 5647 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1315 members 
Mstep: Class 29 contains 12415 members 
Mstep: Class 30 contains 1173 members 
Mstep: Class 31 contains 15672 members 
Mstep: Class 32 contains 4285 members 
Mstep: Class 33 contains 594 members 
Mstep: Class 34 contains 2013 members 
Mstep: Class 35 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12693496.000000 Penalty: 70312.710938
Iteration 42Q: 36 clusters Score -1.26935e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26523 members 
Mstep: Class 5 contains 13257 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 11 contains 874 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 3054 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 15760 members 
Mstep: Class 17 contains 5848 members 
Mstep: Class 18 contains 11150 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 20 contains 8007 members 
Mstep: Class 21 contains 4196 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 20335 members 
Mstep: Class 24 contains 4011 members 
Mstep: Class 25 contains 4087 members 
Mstep: Class 26 contains 5643 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 1308 members 
Mstep: Class 29 contains 12415 members 
Mstep: Class 30 contains 1178 members 
Mstep: Class 31 contains 15424 members 
Mstep: Class 32 contains 4328 members 
Mstep: Class 33 contains 589 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12694143.000000 Penalty: 70312.710938
Iteration 43Q: 36 clusters Score -1.269414e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 11435 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26453 members 
Mstep: Class 5 contains 13283 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 862 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 3070 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 15757 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 4191 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 20114 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 5639 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1294 members 
Mstep: Class 29 contains 12401 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 15233 members 
Mstep: Class 32 contains 4369 members 
Mstep: Class 33 contains 588 members 
Mstep: Class 34 contains 2051 members 
Mstep: Class 35 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12694704.000000 Penalty: 70312.710938
Iteration 44Q: 36 clusters Score -1.26947e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 11423 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26388 members 
Mstep: Class 5 contains 13306 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 1940 members 
Mstep: Class 14 contains 3082 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 15762 members 
Mstep: Class 17 contains 5768 members 
Mstep: Class 18 contains 11140 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 4189 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 19935 members 
Mstep: Class 24 contains 4040 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5622 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 12388 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 15064 members 
Mstep: Class 32 contains 4389 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 2055 members 
Mstep: Class 35 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 36 clusters Score -1.269499e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 11417 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26337 members 
Mstep: Class 5 contains 13317 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 15765 members 
Mstep: Class 17 contains 5720 members 
Mstep: Class 18 contains 11137 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 4186 members 
Mstep: Class 22 contains 7600 members 
Mstep: Class 23 contains 19793 members 
Mstep: Class 24 contains 4035 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 5620 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1272 members 
Mstep: Class 29 contains 12371 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 14915 members 
Mstep: Class 32 contains 4409 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 1972 members 
Entering Unmasked Estep 
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Iteration 46Q: 36 clusters Score -1.269526e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 11414 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26283 members 
Mstep: Class 5 contains 13318 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 831 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 1949 members 
Mstep: Class 14 contains 3102 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 15769 members 
Mstep: Class 17 contains 5673 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 8408 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 7865 members 
Mstep: Class 23 contains 19697 members 
Mstep: Class 24 contains 4032 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 5621 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1265 members 
Mstep: Class 29 contains 12355 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 14815 members 
Mstep: Class 32 contains 4428 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 2066 members 
Mstep: Class 35 contains 1966 members 
Entering Unmasked Estep 
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Iteration 47Q: 36 clusters Score -1.269552e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 11411 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26240 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 3761 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 824 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 1951 members 
Mstep: Class 14 contains 3112 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 15776 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2314 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 4190 members 
Mstep: Class 22 contains 8101 members 
Mstep: Class 23 contains 19610 members 
Mstep: Class 24 contains 4034 members 
Mstep: Class 25 contains 4031 members 
Mstep: Class 26 contains 5622 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 12338 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 14717 members 
Mstep: Class 32 contains 4445 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 2069 members 
Mstep: Class 35 contains 1964 members 
Entering Unmasked Estep 
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Iteration 48Q: 36 clusters Score -1.26957e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 11411 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26198 members 
Mstep: Class 5 contains 13322 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 15779 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 11130 members 
Mstep: Class 19 contains 2333 members 
Mstep: Class 20 contains 8488 members 
Mstep: Class 21 contains 4192 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 19553 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 4023 members 
Mstep: Class 26 contains 5633 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 12319 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 14631 members 
Mstep: Class 32 contains 4451 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 1962 members 
Entering Unmasked Estep 
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Iteration 49Q: 36 clusters Score -1.269586e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26180 members 
Mstep: Class 5 contains 13325 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 15792 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 8509 members 
Mstep: Class 21 contains 4188 members 
Mstep: Class 22 contains 8460 members 
Mstep: Class 23 contains 19523 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 4019 members 
Mstep: Class 26 contains 5655 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12312 members 
Mstep: Class 30 contains 1187 members 
Mstep: Class 31 contains 14558 members 
Mstep: Class 32 contains 4459 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 1958 members 
Entering Unmasked Estep 
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Iteration 50Q: 36 clusters Score -1.269596e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 11404 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26163 members 
Mstep: Class 5 contains 13325 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 3768 members 
Mstep: Class 10 contains 3610 members 
Mstep: Class 11 contains 814 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 15806 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 4184 members 
Mstep: Class 22 contains 8584 members 
Mstep: Class 23 contains 19495 members 
Mstep: Class 24 contains 3990 members 
Mstep: Class 25 contains 4016 members 
Mstep: Class 26 contains 5676 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1248 members 
Mstep: Class 29 contains 12301 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 32 contains 4463 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 1952 members 
Entering Unmasked Estep 
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Iteration 51Q: 36 clusters Score -1.269603e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26162 members 
Mstep: Class 5 contains 13327 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 448 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 1773 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 15814 members 
Mstep: Class 17 contains 5471 members 
Mstep: Class 18 contains 11124 members 
Mstep: Class 19 contains 2340 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 8689 members 
Mstep: Class 23 contains 19469 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 5700 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1248 members 
Mstep: Class 29 contains 12288 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 4470 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 2073 members 
Mstep: Class 35 contains 1942 members 
Entering Unmasked Estep 
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Iteration 52Q: 36 clusters Score -1.269625e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26153 members 
Mstep: Class 5 contains 13325 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 9 contains 3767 members 
Mstep: Class 10 contains 3586 members 
Mstep: Class 11 contains 810 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 15819 members 
Mstep: Class 17 contains 5437 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 8549 members 
Mstep: Class 21 contains 4178 members 
Mstep: Class 22 contains 8785 members 
Mstep: Class 23 contains 19448 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12274 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 14407 members 
Mstep: Class 32 contains 4477 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 2073 members 
Mstep: Class 35 contains 1939 members 
Entering Unmasked Estep 
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Iteration 53Q: 36 clusters Score -1.269639e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26139 members 
Mstep: Class 5 contains 13328 members 
Mstep: Class 6 contains 1832 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 807 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 2228 members 
Mstep: Class 16 contains 15827 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 8560 members 
Mstep: Class 21 contains 4177 members 
Mstep: Class 22 contains 8879 members 
Mstep: Class 23 contains 19425 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12264 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 14365 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 2074 members 
Mstep: Class 35 contains 1936 members 
Entering Unmasked Estep 
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Iteration 54Q: 36 clusters Score -1.269648e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 13340 members 
Mstep: Class 6 contains 1798 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 800 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3175 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 15835 members 
Mstep: Class 17 contains 5379 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 2346 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4174 members 
Mstep: Class 22 contains 8956 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 4005 members 
Mstep: Class 26 contains 5767 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12260 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 14337 members 
Mstep: Class 32 contains 4481 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2075 members 
Mstep: Class 35 contains 1935 members 
Entering Unmasked Estep 
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Iteration 55Q: 36 clusters Score -1.269661e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 13345 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 3179 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 5352 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 2347 members 
Mstep: Class 20 contains 8581 members 
Mstep: Class 21 contains 4172 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 19380 members 
Mstep: Class 24 contains 3830 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 5773 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12255 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 14317 members 
Mstep: Class 32 contains 4481 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2074 members 
Mstep: Class 35 contains 1942 members 
Entering Unmasked Estep 
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Iteration 56Q: 36 clusters Score -1.269676e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 3749 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 11 contains 797 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 15833 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 2349 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4169 members 
Mstep: Class 22 contains 9055 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 4003 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12247 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 14292 members 
Mstep: Class 32 contains 4480 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2073 members 
Mstep: Class 35 contains 1944 members 
Entering Unmasked Estep 
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Iteration 57Q: 36 clusters Score -1.269694e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 13340 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 479 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 799 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 9089 members 
Mstep: Class 23 contains 19355 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 5775 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12245 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 14274 members 
Mstep: Class 32 contains 4482 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 1944 members 
Entering Unmasked Estep 
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Iteration 58Q: 36 clusters Score -1.269714e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 13340 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 3740 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 798 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 15836 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 2358 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 9126 members 
Mstep: Class 23 contains 19341 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 5775 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 14258 members 
Mstep: Class 32 contains 4483 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 1947 members 
Entering Unmasked Estep 
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Iteration 59Q: 36 clusters Score -1.269729e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 13340 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 5654 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 2520 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 15835 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 11119 members 
Mstep: Class 19 contains 2364 members 
Mstep: Class 20 contains 8583 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 9148 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 5777 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12239 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 14250 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2069 members 
Mstep: Class 35 contains 1948 members 
Entering Unmasked Estep 
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Iteration 60F: 36 clusters Score -1.269769e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26116 members 
Mstep: Class 5 contains 13331 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 5658 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 3526 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 3206 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 15835 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 2369 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 4169 members 
Mstep: Class 22 contains 9187 members 
Mstep: Class 23 contains 19311 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 5773 members 
Mstep: Class 27 contains 677 members 
Mstep: Class 28 contains 1247 members 
Mstep: Class 29 contains 12234 members 
Mstep: Class 30 contains 1191 members 
Mstep: Class 31 contains 14229 members 
Mstep: Class 32 contains 4486 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2069 members 
Mstep: Class 35 contains 1950 members 
Entering Unmasked Estep 
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Iteration 61Q: 36 clusters Score -1.269806e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 13323 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 5670 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 15823 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 2371 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 9227 members 
Mstep: Class 23 contains 19290 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 5778 members 
Mstep: Class 27 contains 679 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12230 members 
Mstep: Class 30 contains 1190 members 
Mstep: Class 31 contains 14200 members 
Mstep: Class 32 contains 4484 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 2066 members 
Mstep: Class 35 contains 1952 members 
Entering Unmasked Estep 
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Iteration 62Q: 36 clusters Score -1.269822e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 13318 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 8577 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 9274 members 
Mstep: Class 23 contains 19263 members 
Mstep: Class 24 contains 3657 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 5776 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12228 members 
Mstep: Class 30 contains 1191 members 
Mstep: Class 31 contains 14173 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2062 members 
Mstep: Class 35 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698266.000000 Penalty: 70312.710938
Iteration 63Q: 36 clusters Score -1.269827e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 574 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 15800 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 8569 members 
Mstep: Class 21 contains 4165 members 
Mstep: Class 22 contains 9314 members 
Mstep: Class 23 contains 19243 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 3998 members 
Mstep: Class 26 contains 5777 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12220 members 
Mstep: Class 30 contains 1191 members 
Mstep: Class 31 contains 14155 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2061 members 
Mstep: Class 35 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698395.000000 Penalty: 70312.710938
Iteration 64Q: 36 clusters Score -1.26984e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 11403 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 5694 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 15785 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 9346 members 
Mstep: Class 23 contains 19225 members 
Mstep: Class 24 contains 3660 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 5776 members 
Mstep: Class 27 contains 682 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12207 members 
Mstep: Class 30 contains 1191 members 
Mstep: Class 31 contains 14135 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2060 members 
Mstep: Class 35 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698506.000000 Penalty: 70312.710938
Iteration 65Q: 36 clusters Score -1.269851e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 11405 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 13301 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 5698 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 15780 members 
Mstep: Class 17 contains 5297 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 8573 members 
Mstep: Class 21 contains 4165 members 
Mstep: Class 22 contains 9366 members 
Mstep: Class 23 contains 19215 members 
Mstep: Class 24 contains 3661 members 
Mstep: Class 25 contains 3997 members 
Mstep: Class 26 contains 5779 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12200 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14120 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2056 members 
Mstep: Class 35 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698526.000000 Penalty: 70312.710938
Iteration 66Q: 36 clusters Score -1.269853e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 11405 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 5696 members 
Mstep: Class 8 contains 619 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 772 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 15776 members 
Mstep: Class 17 contains 5293 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 9384 members 
Mstep: Class 23 contains 19207 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 3996 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12198 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14104 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2053 members 
Mstep: Class 35 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698630.000000 Penalty: 70312.710938
Iteration 67Q: 36 clusters Score -1.269863e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 13300 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 5694 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 2984 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 3247 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 15773 members 
Mstep: Class 17 contains 5290 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 4164 members 
Mstep: Class 22 contains 9393 members 
Mstep: Class 23 contains 19194 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 3996 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12202 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 14093 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2052 members 
Mstep: Class 35 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698765.000000 Penalty: 70312.710938
Iteration 68Q: 36 clusters Score -1.269876e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 13299 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 5693 members 
Mstep: Class 8 contains 630 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 3714 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 15777 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11130 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4165 members 
Mstep: Class 22 contains 9414 members 
Mstep: Class 23 contains 19182 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 5792 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12197 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 14082 members 
Mstep: Class 32 contains 4486 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2051 members 
Mstep: Class 35 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698829.000000 Penalty: 70312.710938
Iteration 69Q: 36 clusters Score -1.269883e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 13301 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 3736 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 2360 members 
Mstep: Class 16 contains 15778 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4161 members 
Mstep: Class 22 contains 9433 members 
Mstep: Class 23 contains 19167 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12193 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14069 members 
Mstep: Class 32 contains 4487 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2052 members 
Mstep: Class 35 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698854.000000 Penalty: 70312.710938
Iteration 70Q: 36 clusters Score -1.269885e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 13303 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 5690 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 15785 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2390 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4158 members 
Mstep: Class 22 contains 9436 members 
Mstep: Class 23 contains 19155 members 
Mstep: Class 24 contains 3702 members 
Mstep: Class 25 contains 3999 members 
Mstep: Class 26 contains 5801 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12193 members 
Mstep: Class 30 contains 1191 members 
Mstep: Class 31 contains 14066 members 
Mstep: Class 32 contains 4487 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2050 members 
Mstep: Class 35 contains 1958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698972.000000 Penalty: 70312.710938
Iteration 71Q: 36 clusters Score -1.269897e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 16 contains 15791 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 4159 members 
Mstep: Class 22 contains 9443 members 
Mstep: Class 23 contains 19144 members 
Mstep: Class 24 contains 3708 members 
Mstep: Class 25 contains 4000 members 
Mstep: Class 26 contains 5810 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12190 members 
Mstep: Class 30 contains 1190 members 
Mstep: Class 31 contains 14059 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2049 members 
Mstep: Class 35 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699033.000000 Penalty: 70312.710938
Iteration 72Q: 36 clusters Score -1.269903e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 13306 members 
Mstep: Class 6 contains 1049 members 
Mstep: Class 7 contains 5690 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 15796 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4158 members 
Mstep: Class 22 contains 9446 members 
Mstep: Class 23 contains 19131 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 4001 members 
Mstep: Class 26 contains 5823 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12188 members 
Mstep: Class 30 contains 1190 members 
Mstep: Class 31 contains 14056 members 
Mstep: Class 32 contains 4490 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2046 members 
Mstep: Class 35 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699035.000000 Penalty: 70312.710938
Iteration 73Q: 36 clusters Score -1.269904e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 13312 members 
Mstep: Class 6 contains 1003 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 9 contains 3631 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 774 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 15800 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2392 members 
Mstep: Class 20 contains 8576 members 
Mstep: Class 21 contains 4156 members 
Mstep: Class 22 contains 9451 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 3712 members 
Mstep: Class 25 contains 4002 members 
Mstep: Class 26 contains 5833 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12187 members 
Mstep: Class 30 contains 1190 members 
Mstep: Class 31 contains 14053 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2044 members 
Mstep: Class 35 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699116.000000 Penalty: 70312.710938
Iteration 74Q: 36 clusters Score -1.269912e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 13312 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 692 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 15810 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4156 members 
Mstep: Class 22 contains 9454 members 
Mstep: Class 23 contains 19108 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5849 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12186 members 
Mstep: Class 30 contains 1190 members 
Mstep: Class 31 contains 14051 members 
Mstep: Class 32 contains 4489 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2042 members 
Mstep: Class 35 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699415.000000 Penalty: 70312.710938
Iteration 75Q: 36 clusters Score -1.269942e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 13311 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 3620 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 3247 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 15815 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 4154 members 
Mstep: Class 22 contains 9461 members 
Mstep: Class 23 contains 19099 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 5868 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12184 members 
Mstep: Class 30 contains 1190 members 
Mstep: Class 31 contains 14046 members 
Mstep: Class 32 contains 4491 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2043 members 
Mstep: Class 35 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699700.000000 Penalty: 70312.710938
Iteration 76Q: 36 clusters Score -1.26997e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 13313 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 5686 members 
Mstep: Class 8 contains 710 members 
Mstep: Class 9 contains 3610 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 3245 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 15817 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9464 members 
Mstep: Class 23 contains 19094 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 5878 members 
Mstep: Class 27 contains 687 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1191 members 
Mstep: Class 31 contains 14045 members 
Mstep: Class 32 contains 4493 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2044 members 
Mstep: Class 35 contains 1990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699887.000000 Penalty: 70312.710938
Iteration 77Q: 36 clusters Score -1.269989e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 13309 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 3799 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 3035 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 15793 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9471 members 
Mstep: Class 23 contains 19086 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12186 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14042 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2043 members 
Mstep: Class 35 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699966.000000 Penalty: 70312.710938
Iteration 78Q: 36 clusters Score -1.269997e+07 nChanged 143
Entering ConstructFrom: 
Score: -12699966.000000 Penalty: 70312.710938
Entering ConstructFrom: 
Trying to split cluster 1 (27745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Entering Unmasked Estep 
Score: -1618387.125000 Penalty: 1662.506836
	Iteration 0F: 2 clusters Score -1618387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1599688.750000 Penalty: 3325.013672
	Iteration 0F: 3 clusters Score -1599689 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1606725.375000 Penalty: 3325.013672
	Iteration 1F: 3 clusters Score -1606725 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1607266.625000 Penalty: 3325.013672
	Iteration 2F: 3 clusters Score -1607267 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1607831.750000 Penalty: 3325.013672
	Iteration 3Q: 3 clusters Score -1607832 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1608568.625000 Penalty: 3325.013672
	Iteration 4Q: 3 clusters Score -1608569 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1609498.500000 Penalty: 3325.013672
	Iteration 5F: 3 clusters Score -1609498 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1610662.625000 Penalty: 3325.013672
	Iteration 6F: 3 clusters Score -1610663 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1611827.500000 Penalty: 3325.013672
	Iteration 7F: 3 clusters Score -1611828 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1612904.875000 Penalty: 3325.013672
	Iteration 8F: 3 clusters Score -1612905 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1613756.875000 Penalty: 3325.013672
	Iteration 9F: 3 clusters Score -1613757 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1614378.375000 Penalty: 3325.013672
	Iteration 10Q: 3 clusters Score -1614378 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1614769.125000 Penalty: 3325.013672
	Iteration 11Q: 3 clusters Score -1614769 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1614992.250000 Penalty: 3325.013672
	Iteration 12Q: 3 clusters Score -1614992 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1615131.500000 Penalty: 3325.013672
	Iteration 13Q: 3 clusters Score -1615132 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1615246.125000 Penalty: 3325.013672
	Iteration 14Q: 3 clusters Score -1615246 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1615351.750000 Penalty: 3325.013672
	Iteration 15Q: 3 clusters Score -1615352 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1615414.875000 Penalty: 3325.013672
	Iteration 16Q: 3 clusters Score -1615415 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1615462.375000 Penalty: 3325.013672
	Iteration 17Q: 3 clusters Score -1615462 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1615527.250000 Penalty: 3325.013672
	Iteration 18Q: 3 clusters Score -1615527 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1615576.875000 Penalty: 3325.013672
	Iteration 19Q: 3 clusters Score -1615577 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1615641.125000 Penalty: 3325.013672
	Iteration 20F: 3 clusters Score -1615641 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1615702.875000 Penalty: 3325.013672
	Iteration 21Q: 3 clusters Score -1615703 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1615772.125000 Penalty: 3325.013672
	Iteration 22Q: 3 clusters Score -1615772 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1615851.875000 Penalty: 3325.013672
	Iteration 23Q: 3 clusters Score -1615852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1615928.875000 Penalty: 3325.013672
	Iteration 24Q: 3 clusters Score -1615929 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1616049.500000 Penalty: 3325.013672
	Iteration 25Q: 3 clusters Score -1616050 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1616216.875000 Penalty: 3325.013672
	Iteration 26Q: 3 clusters Score -1616217 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1616492.625000 Penalty: 3325.013672
	Iteration 27Q: 3 clusters Score -1616493 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1616870.625000 Penalty: 3325.013672
	Iteration 28Q: 3 clusters Score -1616871 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1617295.375000 Penalty: 3325.013672
	Iteration 29Q: 3 clusters Score -1617295 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1617626.500000 Penalty: 3325.013672
	Iteration 30Q: 3 clusters Score -1617626 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1617853.125000 Penalty: 3325.013672
	Iteration 31Q: 3 clusters Score -1617853 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1617986.750000 Penalty: 3325.013672
	Iteration 32Q: 3 clusters Score -1617987 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1618030.125000 Penalty: 3325.013672
	Iteration 33Q: 3 clusters Score -1618030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1618063.375000 Penalty: 3325.013672
	Iteration 34Q: 3 clusters Score -1618063 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1618064.000000 Penalty: 3325.013672
	Iteration 35Q: 3 clusters Score -1618064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1618075.500000 Penalty: 3325.013672
	Iteration 36Q: 3 clusters Score -1618076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1618080.250000 Penalty: 3325.013672
	Iteration 37Q: 3 clusters Score -1618080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1618083.750000 Penalty: 3325.013672
	Iteration 38Q: 3 clusters Score -1618084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1618086.125000 Penalty: 3325.013672
	Iteration 39Q: 3 clusters Score -1618086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1618090.625000 Penalty: 3325.013672
	Iteration 40F: 3 clusters Score -1618091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1618089.375000 Penalty: 3325.013672
	Iteration 41Q: 3 clusters Score -1618089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1618090.125000 Penalty: 3325.013672
	Iteration 42Q: 3 clusters Score -1618090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1618086.125000 Penalty: 3325.013672
	Iteration 43Q: 3 clusters Score -1618086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1618085.750000 Penalty: 3325.013672
	Iteration 44Q: 3 clusters Score -1618086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1618085.375000 Penalty: 3325.013672
	Iteration 45Q: 3 clusters Score -1618085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1618087.500000 Penalty: 3325.013672
	Iteration 46Q: 3 clusters Score -1618088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1618083.250000 Penalty: 3325.013672
	Iteration 47Q: 3 clusters Score -1618083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1618086.250000 Penalty: 3325.013672
	Iteration 48Q: 3 clusters Score -1618086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1618086.500000 Penalty: 3325.013672
	Iteration 49Q: 3 clusters Score -1618086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1618086.500000 Penalty: 3325.013672
	Iteration 50F: 3 clusters Score -1618086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Entering Unmasked Estep 
Score: -684001.812500 Penalty: 1518.057983
	Iteration 0F: 2 clusters Score -684001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -675932.250000 Penalty: 3036.115967
	Iteration 0F: 3 clusters Score -675932.2 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -678614.312500 Penalty: 3036.115967
	Iteration 1F: 3 clusters Score -678614.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -678899.500000 Penalty: 3036.115967
	Iteration 2F: 3 clusters Score -678899.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -679163.437500 Penalty: 3036.115967
	Iteration 3F: 3 clusters Score -679163.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -679484.625000 Penalty: 3036.115967
	Iteration 4F: 3 clusters Score -679484.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -679888.625000 Penalty: 3036.115967
	Iteration 5F: 3 clusters Score -679888.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -680385.812500 Penalty: 3036.115967
	Iteration 6F: 3 clusters Score -680385.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -680884.562500 Penalty: 3036.115967
	Iteration 7F: 3 clusters Score -680884.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -681312.937500 Penalty: 3036.115967
	Iteration 8F: 3 clusters Score -681312.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -681611.125000 Penalty: 3036.115967
	Iteration 9Q: 3 clusters Score -681611.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -681807.875000 Penalty: 3036.115967
	Iteration 10Q: 3 clusters Score -681807.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -681970.125000 Penalty: 3036.115967
	Iteration 11Q: 3 clusters Score -681970.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -682101.812500 Penalty: 3036.115967
	Iteration 12Q: 3 clusters Score -682101.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -682221.437500 Penalty: 3036.115967
	Iteration 13Q: 3 clusters Score -682221.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -682331.750000 Penalty: 3036.115967
	Iteration 14Q: 3 clusters Score -682331.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -682455.437500 Penalty: 3036.115967
	Iteration 15Q: 3 clusters Score -682455.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -682552.750000 Penalty: 3036.115967
	Iteration 16Q: 3 clusters Score -682552.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -682617.062500 Penalty: 3036.115967
	Iteration 17Q: 3 clusters Score -682617.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -682665.625000 Penalty: 3036.115967
	Iteration 18Q: 3 clusters Score -682665.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -682696.625000 Penalty: 3036.115967
	Iteration 19Q: 3 clusters Score -682696.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -682716.437500 Penalty: 3036.115967
	Iteration 20F: 3 clusters Score -682716.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -682730.937500 Penalty: 3036.115967
	Iteration 21Q: 3 clusters Score -682730.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -682742.062500 Penalty: 3036.115967
	Iteration 22Q: 3 clusters Score -682742.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -682752.125000 Penalty: 3036.115967
	Iteration 23Q: 3 clusters Score -682752.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -682759.125000 Penalty: 3036.115967
	Iteration 24Q: 3 clusters Score -682759.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682766.937500 Penalty: 3036.115967
	Iteration 25Q: 3 clusters Score -682766.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -682771.500000 Penalty: 3036.115967
	Iteration 26Q: 3 clusters Score -682771.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -682779.812500 Penalty: 3036.115967
	Iteration 27Q: 3 clusters Score -682779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -682787.750000 Penalty: 3036.115967
	Iteration 28Q: 3 clusters Score -682787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -682791.562500 Penalty: 3036.115967
	Iteration 29Q: 3 clusters Score -682791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -682797.562500 Penalty: 3036.115967
	Iteration 30Q: 3 clusters Score -682797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -682803.500000 Penalty: 3036.115967
	Iteration 31Q: 3 clusters Score -682803.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -682812.500000 Penalty: 3036.115967
	Iteration 32Q: 3 clusters Score -682812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -682815.937500 Penalty: 3036.115967
	Iteration 33Q: 3 clusters Score -682815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -682820.562500 Penalty: 3036.115967
	Iteration 34Q: 3 clusters Score -682820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -682820.062500 Penalty: 3036.115967
	Iteration 35Q: 3 clusters Score -682820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -682822.500000 Penalty: 3036.115967
	Iteration 36Q: 3 clusters Score -682822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -682821.500000 Penalty: 3036.115967
	Iteration 37Q: 3 clusters Score -682821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -682821.500000 Penalty: 3036.115967
	Iteration 38F: 3 clusters Score -682821.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -68488.437500 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -68488.44 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 593 members 
Entering Unmasked Estep 
Score: -66912.656250 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -66912.66 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -67189.414062 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -67189.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67248.445312 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -67248.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67287.429688 Penalty: 2301.281982
	Iteration 3Q: 3 clusters Score -67287.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67307.625000 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -67307.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -67323.093750 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -67323.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67337.531250 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -67337.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67350.429688 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -67350.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67362.539062 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -67362.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -67372.078125 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -67372.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67379.679688 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -67379.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67388.695312 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -67388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67401.570312 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -67401.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67410.796875 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -67410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67416.421875 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -67416.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -67422.796875 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -67422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67431.593750 Penalty: 2301.281982
	Iteration 16Q: 3 clusters Score -67431.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67438.796875 Penalty: 2301.281982
	Iteration 17Q: 3 clusters Score -67438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67444.695312 Penalty: 2301.281982
	Iteration 18Q: 3 clusters Score -67444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67449.343750 Penalty: 2301.281982
	Iteration 19Q: 3 clusters Score -67449.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -67452.492188 Penalty: 2301.281982
	Iteration 20F: 3 clusters Score -67452.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -67454.242188 Penalty: 2301.281982
	Iteration 21Q: 3 clusters Score -67454.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -67455.156250 Penalty: 2301.281982
	Iteration 22Q: 3 clusters Score -67455.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -67455.156250 Penalty: 2301.281982
	Iteration 23F: 3 clusters Score -67455.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Entering Unmasked Estep 
Score: -1553306.125000 Penalty: 1652.749023
	Iteration 0F: 2 clusters Score -1553306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1535700.125000 Penalty: 3305.498047
	Iteration 0F: 3 clusters Score -1535700 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1542276.000000 Penalty: 3305.498047
	Iteration 1F: 3 clusters Score -1542276 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1542825.875000 Penalty: 3305.498047
	Iteration 2F: 3 clusters Score -1542826 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1543554.000000 Penalty: 3305.498047
	Iteration 3F: 3 clusters Score -1543554 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1544421.500000 Penalty: 3305.498047
	Iteration 4F: 3 clusters Score -1544422 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1545397.125000 Penalty: 3305.498047
	Iteration 5F: 3 clusters Score -1545397 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1546431.875000 Penalty: 3305.498047
	Iteration 6F: 3 clusters Score -1546432 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1547443.125000 Penalty: 3305.498047
	Iteration 7F: 3 clusters Score -1547443 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1548364.000000 Penalty: 3305.498047
	Iteration 8F: 3 clusters Score -1548364 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1549124.500000 Penalty: 3305.498047
	Iteration 9Q: 3 clusters Score -1549124 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1549781.000000 Penalty: 3305.498047
	Iteration 10Q: 3 clusters Score -1549781 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1550361.250000 Penalty: 3305.498047
	Iteration 11Q: 3 clusters Score -1550361 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1550891.250000 Penalty: 3305.498047
	Iteration 12Q: 3 clusters Score -1550891 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1551252.625000 Penalty: 3305.498047
	Iteration 13Q: 3 clusters Score -1551253 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1551507.125000 Penalty: 3305.498047
	Iteration 14Q: 3 clusters Score -1551507 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1551633.875000 Penalty: 3305.498047
	Iteration 15Q: 3 clusters Score -1551634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1551723.125000 Penalty: 3305.498047
	Iteration 16Q: 3 clusters Score -1551723 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1551790.250000 Penalty: 3305.498047
	Iteration 17Q: 3 clusters Score -1551790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1551837.125000 Penalty: 3305.498047
	Iteration 18Q: 3 clusters Score -1551837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1551877.000000 Penalty: 3305.498047
	Iteration 19Q: 3 clusters Score -1551877 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1551901.375000 Penalty: 3305.498047
	Iteration 20F: 3 clusters Score -1551901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1551921.000000 Penalty: 3305.498047
	Iteration 21Q: 3 clusters Score -1551921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1551941.125000 Penalty: 3305.498047
	Iteration 22Q: 3 clusters Score -1551941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1551950.875000 Penalty: 3305.498047
	Iteration 23Q: 3 clusters Score -1551951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1551962.500000 Penalty: 3305.498047
	Iteration 24Q: 3 clusters Score -1551962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1551977.125000 Penalty: 3305.498047
	Iteration 25Q: 3 clusters Score -1551977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1551985.250000 Penalty: 3305.498047
	Iteration 26Q: 3 clusters Score -1551985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1551989.625000 Penalty: 3305.498047
	Iteration 27Q: 3 clusters Score -1551990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1551993.625000 Penalty: 3305.498047
	Iteration 28Q: 3 clusters Score -1551994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1551993.625000 Penalty: 3305.498047
	Iteration 29Q: 3 clusters Score -1551994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1551996.375000 Penalty: 3305.498047
	Iteration 30Q: 3 clusters Score -1551996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1551997.625000 Penalty: 3305.498047
	Iteration 31Q: 3 clusters Score -1551998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1551997.625000 Penalty: 3305.498047
	Iteration 32F: 3 clusters Score -1551998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Entering Unmasked Estep 
Score: -768823.062500 Penalty: 1543.107300
	Iteration 0F: 2 clusters Score -768823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -759485.937500 Penalty: 3086.214600
	Iteration 0F: 3 clusters Score -759485.9 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -762618.875000 Penalty: 3086.214600
	Iteration 1F: 3 clusters Score -762618.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -762923.062500 Penalty: 3086.214600
	Iteration 2F: 3 clusters Score -762923.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -763233.125000 Penalty: 3086.214600
	Iteration 3Q: 3 clusters Score -763233.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -763558.875000 Penalty: 3086.214600
	Iteration 4Q: 3 clusters Score -763558.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -763933.187500 Penalty: 3086.214600
	Iteration 5Q: 3 clusters Score -763933.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -764368.312500 Penalty: 3086.214600
	Iteration 6F: 3 clusters Score -764368.3 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -764820.375000 Penalty: 3086.214600
	Iteration 7Q: 3 clusters Score -764820.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -765339.500000 Penalty: 3086.214600
	Iteration 8F: 3 clusters Score -765339.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -765900.000000 Penalty: 3086.214600
	Iteration 9F: 3 clusters Score -765900 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -766389.375000 Penalty: 3086.214600
	Iteration 10Q: 3 clusters Score -766389.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -766777.937500 Penalty: 3086.214600
	Iteration 11Q: 3 clusters Score -766777.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -767057.687500 Penalty: 3086.214600
	Iteration 12Q: 3 clusters Score -767057.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -767214.687500 Penalty: 3086.214600
	Iteration 13Q: 3 clusters Score -767214.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -767323.625000 Penalty: 3086.214600
	Iteration 14Q: 3 clusters Score -767323.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -767378.000000 Penalty: 3086.214600
	Iteration 15Q: 3 clusters Score -767378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -767413.000000 Penalty: 3086.214600
	Iteration 16Q: 3 clusters Score -767413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -767440.562500 Penalty: 3086.214600
	Iteration 17Q: 3 clusters Score -767440.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -767474.625000 Penalty: 3086.214600
	Iteration 18Q: 3 clusters Score -767474.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -767488.250000 Penalty: 3086.214600
	Iteration 19Q: 3 clusters Score -767488.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -767499.625000 Penalty: 3086.214600
	Iteration 20F: 3 clusters Score -767499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -767505.625000 Penalty: 3086.214600
	Iteration 21Q: 3 clusters Score -767505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -767511.062500 Penalty: 3086.214600
	Iteration 22Q: 3 clusters Score -767511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -767516.000000 Penalty: 3086.214600
	Iteration 23Q: 3 clusters Score -767516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -767517.875000 Penalty: 3086.214600
	Iteration 24Q: 3 clusters Score -767517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -767519.625000 Penalty: 3086.214600
	Iteration 25Q: 3 clusters Score -767519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -767520.687500 Penalty: 3086.214600
	Iteration 26Q: 3 clusters Score -767520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -767520.875000 Penalty: 3086.214600
	Iteration 27Q: 3 clusters Score -767520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -767521.750000 Penalty: 3086.214600
	Iteration 28Q: 3 clusters Score -767521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -767522.000000 Penalty: 3086.214600
	Iteration 29Q: 3 clusters Score -767522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -767524.125000 Penalty: 3086.214600
	Iteration 30Q: 3 clusters Score -767524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -767523.562500 Penalty: 3086.214600
	Iteration 31Q: 3 clusters Score -767523.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -767523.562500 Penalty: 3086.214600
	Iteration 32F: 3 clusters Score -767523.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -56394.628906 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -56394.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -54978.136719 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -54978.14 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -55234.019531 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -55234.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55331.394531 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -55331.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -55377.144531 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -55377.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -55397.554688 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -55397.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -55412.066406 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -55412.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -55423.015625 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -55423.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -55429.968750 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -55429.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -55435.140625 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -55435.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -55439.527344 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -55439.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55444.062500 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -55444.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -55446.953125 Penalty: 2229.033691
	Iteration 11Q: 3 clusters Score -55446.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55450.183594 Penalty: 2229.033691
	Iteration 12Q: 3 clusters Score -55450.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55452.726562 Penalty: 2229.033691
	Iteration 13Q: 3 clusters Score -55452.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55454.191406 Penalty: 2229.033691
	Iteration 14Q: 3 clusters Score -55454.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -55455.960938 Penalty: 2229.033691
	Iteration 15Q: 3 clusters Score -55455.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -55458.074219 Penalty: 2229.033691
	Iteration 16Q: 3 clusters Score -55458.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -55458.074219 Penalty: 2229.033691
	Iteration 17F: 3 clusters Score -55458.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -331738.281250 Penalty: 1404.850586
	Iteration 0F: 2 clusters Score -331738.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -327329.968750 Penalty: 2809.701172
	Iteration 0F: 3 clusters Score -327330 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -328568.656250 Penalty: 2809.701172
	Iteration 1F: 3 clusters Score -328568.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -328735.000000 Penalty: 2809.701172
	Iteration 2F: 3 clusters Score -328735 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -328857.031250 Penalty: 2809.701172
	Iteration 3Q: 3 clusters Score -328857 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -328952.156250 Penalty: 2809.701172
	Iteration 4Q: 3 clusters Score -328952.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -329032.812500 Penalty: 2809.701172
	Iteration 5Q: 3 clusters Score -329032.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -329115.718750 Penalty: 2809.701172
	Iteration 6Q: 3 clusters Score -329115.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -329206.062500 Penalty: 2809.701172
	Iteration 7Q: 3 clusters Score -329206.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -329293.718750 Penalty: 2809.701172
	Iteration 8Q: 3 clusters Score -329293.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -329379.031250 Penalty: 2809.701172
	Iteration 9Q: 3 clusters Score -329379 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -329465.968750 Penalty: 2809.701172
	Iteration 10Q: 3 clusters Score -329466 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -329550.093750 Penalty: 2809.701172
	Iteration 11Q: 3 clusters Score -329550.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -329633.812500 Penalty: 2809.701172
	Iteration 12Q: 3 clusters Score -329633.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -329717.843750 Penalty: 2809.701172
	Iteration 13Q: 3 clusters Score -329717.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -329805.187500 Penalty: 2809.701172
	Iteration 14Q: 3 clusters Score -329805.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -329875.875000 Penalty: 2809.701172
	Iteration 15Q: 3 clusters Score -329875.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -329941.562500 Penalty: 2809.701172
	Iteration 16Q: 3 clusters Score -329941.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -330017.562500 Penalty: 2809.701172
	Iteration 17Q: 3 clusters Score -330017.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -330079.875000 Penalty: 2809.701172
	Iteration 18Q: 3 clusters Score -330079.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -330134.718750 Penalty: 2809.701172
	Iteration 19Q: 3 clusters Score -330134.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -330186.812500 Penalty: 2809.701172
	Iteration 20F: 3 clusters Score -330186.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -330219.250000 Penalty: 2809.701172
	Iteration 21Q: 3 clusters Score -330219.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330242.593750 Penalty: 2809.701172
	Iteration 22Q: 3 clusters Score -330242.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -330262.406250 Penalty: 2809.701172
	Iteration 23Q: 3 clusters Score -330262.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -330280.031250 Penalty: 2809.701172
	Iteration 24Q: 3 clusters Score -330280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -330293.875000 Penalty: 2809.701172
	Iteration 25Q: 3 clusters Score -330293.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -330309.531250 Penalty: 2809.701172
	Iteration 26Q: 3 clusters Score -330309.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -330328.750000 Penalty: 2809.701172
	Iteration 27Q: 3 clusters Score -330328.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -330348.187500 Penalty: 2809.701172
	Iteration 28Q: 3 clusters Score -330348.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -330361.281250 Penalty: 2809.701172
	Iteration 29Q: 3 clusters Score -330361.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -330377.875000 Penalty: 2809.701172
	Iteration 30Q: 3 clusters Score -330377.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -330394.531250 Penalty: 2809.701172
	Iteration 31Q: 3 clusters Score -330394.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -330407.843750 Penalty: 2809.701172
	Iteration 32Q: 3 clusters Score -330407.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -330418.968750 Penalty: 2809.701172
	Iteration 33Q: 3 clusters Score -330419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -330425.562500 Penalty: 2809.701172
	Iteration 34Q: 3 clusters Score -330425.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -330434.375000 Penalty: 2809.701172
	Iteration 35Q: 3 clusters Score -330434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -330442.343750 Penalty: 2809.701172
	Iteration 36Q: 3 clusters Score -330442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -330448.468750 Penalty: 2809.701172
	Iteration 37Q: 3 clusters Score -330448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -330452.437500 Penalty: 2809.701172
	Iteration 38Q: 3 clusters Score -330452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -330452.875000 Penalty: 2809.701172
	Iteration 39Q: 3 clusters Score -330452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -330452.875000 Penalty: 2809.701172
	Iteration 40F: 3 clusters Score -330452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -26961.785156 Penalty: 1070.252930
	Iteration 0F: 2 clusters Score -26961.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -25734.050781 Penalty: 2140.505859
	Iteration 0F: 3 clusters Score -25734.05 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26007.986328 Penalty: 2140.505859
	Iteration 1F: 3 clusters Score -26007.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26127.427734 Penalty: 2140.505859
	Iteration 2F: 3 clusters Score -26127.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26194.867188 Penalty: 2140.505859
	Iteration 3F: 3 clusters Score -26194.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26277.802734 Penalty: 2140.505859
	Iteration 4Q: 3 clusters Score -26277.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -26377.126953 Penalty: 2140.505859
	Iteration 5Q: 3 clusters Score -26377.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -26437.738281 Penalty: 2140.505859
	Iteration 6Q: 3 clusters Score -26437.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26473.865234 Penalty: 2140.505859
	Iteration 7Q: 3 clusters Score -26473.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -26524.099609 Penalty: 2140.505859
	Iteration 8Q: 3 clusters Score -26524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -26549.205078 Penalty: 2140.505859
	Iteration 9Q: 3 clusters Score -26549.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -26556.644531 Penalty: 2140.505859
	Iteration 10Q: 3 clusters Score -26556.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26564.521484 Penalty: 2140.505859
	Iteration 11Q: 3 clusters Score -26564.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -26576.400391 Penalty: 2140.505859
	Iteration 12Q: 3 clusters Score -26576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -26580.220703 Penalty: 2140.505859
	Iteration 13Q: 3 clusters Score -26580.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26582.466797 Penalty: 2140.505859
	Iteration 14Q: 3 clusters Score -26582.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -26584.199219 Penalty: 2140.505859
	Iteration 15Q: 3 clusters Score -26584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -26587.025391 Penalty: 2140.505859
	Iteration 16Q: 3 clusters Score -26587.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26589.703125 Penalty: 2140.505859
	Iteration 17Q: 3 clusters Score -26589.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -26589.703125 Penalty: 2140.505859
	Iteration 18F: 3 clusters Score -26589.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -201954.718750 Penalty: 1330.074219
	Iteration 0F: 2 clusters Score -201954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -198909.093750 Penalty: 2660.148438
	Iteration 0F: 3 clusters Score -198909.1 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -199748.500000 Penalty: 2660.148438
	Iteration 1F: 3 clusters Score -199748.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -200023.031250 Penalty: 2660.148438
	Iteration 2F: 3 clusters Score -200023 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -200280.546875 Penalty: 2660.148438
	Iteration 3F: 3 clusters Score -200280.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -200576.687500 Penalty: 2660.148438
	Iteration 4F: 3 clusters Score -200576.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -200869.234375 Penalty: 2660.148438
	Iteration 5F: 3 clusters Score -200869.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -201090.281250 Penalty: 2660.148438
	Iteration 6F: 3 clusters Score -201090.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -201261.031250 Penalty: 2660.148438
	Iteration 7Q: 3 clusters Score -201261 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -201358.406250 Penalty: 2660.148438
	Iteration 8Q: 3 clusters Score -201358.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -201422.187500 Penalty: 2660.148438
	Iteration 9Q: 3 clusters Score -201422.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -201482.843750 Penalty: 2660.148438
	Iteration 10Q: 3 clusters Score -201482.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -201532.187500 Penalty: 2660.148438
	Iteration 11Q: 3 clusters Score -201532.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -201566.843750 Penalty: 2660.148438
	Iteration 12Q: 3 clusters Score -201566.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -201605.343750 Penalty: 2660.148438
	Iteration 13Q: 3 clusters Score -201605.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -201636.218750 Penalty: 2660.148438
	Iteration 14Q: 3 clusters Score -201636.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -201669.250000 Penalty: 2660.148438
	Iteration 15Q: 3 clusters Score -201669.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -201702.828125 Penalty: 2660.148438
	Iteration 16Q: 3 clusters Score -201702.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -201730.578125 Penalty: 2660.148438
	Iteration 17Q: 3 clusters Score -201730.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -201755.750000 Penalty: 2660.148438
	Iteration 18Q: 3 clusters Score -201755.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -201780.484375 Penalty: 2660.148438
	Iteration 19Q: 3 clusters Score -201780.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -201801.437500 Penalty: 2660.148438
	Iteration 20F: 3 clusters Score -201801.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -201822.640625 Penalty: 2660.148438
	Iteration 21Q: 3 clusters Score -201822.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -201836.156250 Penalty: 2660.148438
	Iteration 22Q: 3 clusters Score -201836.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -201848.828125 Penalty: 2660.148438
	Iteration 23Q: 3 clusters Score -201848.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -201854.828125 Penalty: 2660.148438
	Iteration 24Q: 3 clusters Score -201854.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -201861.968750 Penalty: 2660.148438
	Iteration 25Q: 3 clusters Score -201862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -201866.296875 Penalty: 2660.148438
	Iteration 26Q: 3 clusters Score -201866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -201871.625000 Penalty: 2660.148438
	Iteration 27Q: 3 clusters Score -201871.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -201877.671875 Penalty: 2660.148438
	Iteration 28Q: 3 clusters Score -201877.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -201885.031250 Penalty: 2660.148438
	Iteration 29Q: 3 clusters Score -201885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -201887.000000 Penalty: 2660.148438
	Iteration 30Q: 3 clusters Score -201887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -201889.750000 Penalty: 2660.148438
	Iteration 31Q: 3 clusters Score -201889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -201894.593750 Penalty: 2660.148438
	Iteration 32Q: 3 clusters Score -201894.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -201901.515625 Penalty: 2660.148438
	Iteration 33Q: 3 clusters Score -201901.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -201909.359375 Penalty: 2660.148438
	Iteration 34Q: 3 clusters Score -201909.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -201920.546875 Penalty: 2660.148438
	Iteration 35Q: 3 clusters Score -201920.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -201934.734375 Penalty: 2660.148438
	Iteration 36Q: 3 clusters Score -201934.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -201949.812500 Penalty: 2660.148438
	Iteration 37Q: 3 clusters Score -201949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -201961.484375 Penalty: 2660.148438
	Iteration 38Q: 3 clusters Score -201961.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -201971.062500 Penalty: 2660.148438
	Iteration 39Q: 3 clusters Score -201971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -201976.640625 Penalty: 2660.148438
	Iteration 40F: 3 clusters Score -201976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -201983.843750 Penalty: 2660.148438
	Iteration 41Q: 3 clusters Score -201983.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -201990.593750 Penalty: 2660.148438
	Iteration 42Q: 3 clusters Score -201990.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -201996.765625 Penalty: 2660.148438
	Iteration 43Q: 3 clusters Score -201996.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -202002.031250 Penalty: 2660.148438
	Iteration 44Q: 3 clusters Score -202002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -202005.687500 Penalty: 2660.148438
	Iteration 45Q: 3 clusters Score -202005.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -202006.531250 Penalty: 2660.148438
	Iteration 46Q: 3 clusters Score -202006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -202007.796875 Penalty: 2660.148438
	Iteration 47Q: 3 clusters Score -202007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -202009.093750 Penalty: 2660.148438
	Iteration 48Q: 3 clusters Score -202009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -202010.171875 Penalty: 2660.148438
	Iteration 49Q: 3 clusters Score -202010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -202011.406250 Penalty: 2660.148438
	Iteration 50Q: 3 clusters Score -202011.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -202013.218750 Penalty: 2660.148438
	Iteration 51Q: 3 clusters Score -202013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -202015.156250 Penalty: 2660.148438
	Iteration 52Q: 3 clusters Score -202015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -202016.656250 Penalty: 2660.148438
	Iteration 53Q: 3 clusters Score -202016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -202017.500000 Penalty: 2660.148438
	Iteration 54Q: 3 clusters Score -202017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -202017.625000 Penalty: 2660.148438
	Iteration 55Q: 3 clusters Score -202017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -202017.656250 Penalty: 2660.148438
	Iteration 56Q: 3 clusters Score -202017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -202019.156250 Penalty: 2660.148438
	Iteration 57Q: 3 clusters Score -202019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -202019.687500 Penalty: 2660.148438
	Iteration 58Q: 3 clusters Score -202019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -202019.687500 Penalty: 2660.148438
	Iteration 59F: 3 clusters Score -202019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 1367 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2220 members 
Entering Unmasked Estep 
Score: -12699340.000000 Penalty: 72321.648438
Splitting cluster 9 changes total score from -12699966.000000 to -12699340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -214046.640625 Penalty: 1339.105469
	Iteration 0F: 2 clusters Score -214046.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -210790.875000 Penalty: 2678.210938
	Iteration 0F: 3 clusters Score -210790.9 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -211614.718750 Penalty: 2678.210938
	Iteration 1F: 3 clusters Score -211614.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -211771.625000 Penalty: 2678.210938
	Iteration 2F: 3 clusters Score -211771.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -211867.203125 Penalty: 2678.210938
	Iteration 3F: 3 clusters Score -211867.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -211933.171875 Penalty: 2678.210938
	Iteration 4Q: 3 clusters Score -211933.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -211999.578125 Penalty: 2678.210938
	Iteration 5Q: 3 clusters Score -211999.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -212055.484375 Penalty: 2678.210938
	Iteration 6Q: 3 clusters Score -212055.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -212110.515625 Penalty: 2678.210938
	Iteration 7Q: 3 clusters Score -212110.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -212166.984375 Penalty: 2678.210938
	Iteration 8Q: 3 clusters Score -212167 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -212212.812500 Penalty: 2678.210938
	Iteration 9Q: 3 clusters Score -212212.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -212272.843750 Penalty: 2678.210938
	Iteration 10Q: 3 clusters Score -212272.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -212358.593750 Penalty: 2678.210938
	Iteration 11Q: 3 clusters Score -212358.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -212451.453125 Penalty: 2678.210938
	Iteration 12Q: 3 clusters Score -212451.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -212541.312500 Penalty: 2678.210938
	Iteration 13Q: 3 clusters Score -212541.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -212606.453125 Penalty: 2678.210938
	Iteration 14Q: 3 clusters Score -212606.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -212661.046875 Penalty: 2678.210938
	Iteration 15Q: 3 clusters Score -212661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -212717.921875 Penalty: 2678.210938
	Iteration 16Q: 3 clusters Score -212717.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -212755.921875 Penalty: 2678.210938
	Iteration 17Q: 3 clusters Score -212755.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -212785.843750 Penalty: 2678.210938
	Iteration 18Q: 3 clusters Score -212785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -212808.000000 Penalty: 2678.210938
	Iteration 19Q: 3 clusters Score -212808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -212821.296875 Penalty: 2678.210938
	Iteration 20F: 3 clusters Score -212821.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -212832.015625 Penalty: 2678.210938
	Iteration 21Q: 3 clusters Score -212832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -212840.390625 Penalty: 2678.210938
	Iteration 22Q: 3 clusters Score -212840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -212850.484375 Penalty: 2678.210938
	Iteration 23Q: 3 clusters Score -212850.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -212859.671875 Penalty: 2678.210938
	Iteration 24Q: 3 clusters Score -212859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -212864.359375 Penalty: 2678.210938
	Iteration 25Q: 3 clusters Score -212864.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -212865.718750 Penalty: 2678.210938
	Iteration 26Q: 3 clusters Score -212865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -212866.437500 Penalty: 2678.210938
	Iteration 27Q: 3 clusters Score -212866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -212866.437500 Penalty: 2678.210938
	Iteration 28F: 3 clusters Score -212866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -28506.849609 Penalty: 1076.194702
	Iteration 0F: 2 clusters Score -28506.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -27215.767578 Penalty: 2152.389404
	Iteration 0F: 3 clusters Score -27215.77 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27481.599609 Penalty: 2152.389404
	Iteration 1F: 3 clusters Score -27481.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -27598.484375 Penalty: 2152.389404
	Iteration 2F: 3 clusters Score -27598.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27695.585938 Penalty: 2152.389404
	Iteration 3F: 3 clusters Score -27695.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -27767.041016 Penalty: 2152.389404
	Iteration 4Q: 3 clusters Score -27767.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -27814.181641 Penalty: 2152.389404
	Iteration 5Q: 3 clusters Score -27814.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -27848.326172 Penalty: 2152.389404
	Iteration 6Q: 3 clusters Score -27848.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -27873.130859 Penalty: 2152.389404
	Iteration 7Q: 3 clusters Score -27873.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27899.728516 Penalty: 2152.389404
	Iteration 8Q: 3 clusters Score -27899.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27915.919922 Penalty: 2152.389404
	Iteration 9Q: 3 clusters Score -27915.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -27927.412109 Penalty: 2152.389404
	Iteration 10Q: 3 clusters Score -27927.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -27943.121094 Penalty: 2152.389404
	Iteration 11Q: 3 clusters Score -27943.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -27952.765625 Penalty: 2152.389404
	Iteration 12Q: 3 clusters Score -27952.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27964.941406 Penalty: 2152.389404
	Iteration 13Q: 3 clusters Score -27964.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27968.425781 Penalty: 2152.389404
	Iteration 14Q: 3 clusters Score -27968.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27969.794922 Penalty: 2152.389404
	Iteration 15Q: 3 clusters Score -27969.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27972.796875 Penalty: 2152.389404
	Iteration 16Q: 3 clusters Score -27972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27973.779297 Penalty: 2152.389404
	Iteration 17Q: 3 clusters Score -27973.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27973.779297 Penalty: 2152.389404
	Iteration 18F: 3 clusters Score -27973.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -147917.406250 Penalty: 1303.026611
	Iteration 0F: 2 clusters Score -147917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -145225.875000 Penalty: 2606.053223
	Iteration 0F: 3 clusters Score -145225.9 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -146180.046875 Penalty: 2606.053223
	Iteration 1F: 3 clusters Score -146180 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -146411.031250 Penalty: 2606.053223
	Iteration 2F: 3 clusters Score -146411 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -146567.921875 Penalty: 2606.053223
	Iteration 3F: 3 clusters Score -146567.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -146699.312500 Penalty: 2606.053223
	Iteration 4F: 3 clusters Score -146699.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -146807.656250 Penalty: 2606.053223
	Iteration 5Q: 3 clusters Score -146807.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146903.000000 Penalty: 2606.053223
	Iteration 6Q: 3 clusters Score -146903 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -146987.921875 Penalty: 2606.053223
	Iteration 7Q: 3 clusters Score -146987.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -147089.171875 Penalty: 2606.053223
	Iteration 8Q: 3 clusters Score -147089.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -147194.296875 Penalty: 2606.053223
	Iteration 9Q: 3 clusters Score -147194.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147273.546875 Penalty: 2606.053223
	Iteration 10Q: 3 clusters Score -147273.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -147347.312500 Penalty: 2606.053223
	Iteration 11Q: 3 clusters Score -147347.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147413.546875 Penalty: 2606.053223
	Iteration 12Q: 3 clusters Score -147413.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -147472.171875 Penalty: 2606.053223
	Iteration 13Q: 3 clusters Score -147472.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147508.078125 Penalty: 2606.053223
	Iteration 14Q: 3 clusters Score -147508.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -147535.546875 Penalty: 2606.053223
	Iteration 15Q: 3 clusters Score -147535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -147571.875000 Penalty: 2606.053223
	Iteration 16Q: 3 clusters Score -147571.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -147608.046875 Penalty: 2606.053223
	Iteration 17Q: 3 clusters Score -147608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -147634.703125 Penalty: 2606.053223
	Iteration 18Q: 3 clusters Score -147634.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -147656.421875 Penalty: 2606.053223
	Iteration 19Q: 3 clusters Score -147656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -147665.046875 Penalty: 2606.053223
	Iteration 20F: 3 clusters Score -147665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -147670.125000 Penalty: 2606.053223
	Iteration 21Q: 3 clusters Score -147670.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -147680.500000 Penalty: 2606.053223
	Iteration 22Q: 3 clusters Score -147680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -147687.046875 Penalty: 2606.053223
	Iteration 23Q: 3 clusters Score -147687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -147693.578125 Penalty: 2606.053223
	Iteration 24Q: 3 clusters Score -147693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -147702.890625 Penalty: 2606.053223
	Iteration 25Q: 3 clusters Score -147702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -147706.625000 Penalty: 2606.053223
	Iteration 26Q: 3 clusters Score -147706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -147708.718750 Penalty: 2606.053223
	Iteration 27Q: 3 clusters Score -147708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -147712.671875 Penalty: 2606.053223
	Iteration 28Q: 3 clusters Score -147712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -147716.171875 Penalty: 2606.053223
	Iteration 29Q: 3 clusters Score -147716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -147721.703125 Penalty: 2606.053223
	Iteration 30Q: 3 clusters Score -147721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -147725.718750 Penalty: 2606.053223
	Iteration 31Q: 3 clusters Score -147725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -147725.718750 Penalty: 2606.053223
	Iteration 32F: 3 clusters Score -147725.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -109796.335938 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -109796.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -107748.148438 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -107748.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -108178.304688 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -108178.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -108313.531250 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -108313.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108399.507812 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -108399.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108485.171875 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -108485.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -108567.718750 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -108567.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -108680.843750 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -108680.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -108826.960938 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -108827 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -109060.703125 Penalty: 2465.711182
	Iteration 8F: 3 clusters Score -109060.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -109458.671875 Penalty: 2465.711182
	Iteration 9F: 3 clusters Score -109458.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -109783.531250 Penalty: 2465.711182
	Iteration 10F: 3 clusters Score -109783.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -109968.968750 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -109969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -110059.875000 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -110059.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -110093.375000 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -110093.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -110115.562500 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -110115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -110136.179688 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -110136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -110145.601562 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -110145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -110152.828125 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -110152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -110164.078125 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -110164.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -110169.789062 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -110169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -110173.195312 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -110173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -110174.750000 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -110174.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -110176.187500 Penalty: 2465.711182
	Iteration 22Q: 3 clusters Score -110176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -110179.578125 Penalty: 2465.711182
	Iteration 23Q: 3 clusters Score -110179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -110182.429688 Penalty: 2465.711182
	Iteration 24Q: 3 clusters Score -110182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -110186.632812 Penalty: 2465.711182
	Iteration 25Q: 3 clusters Score -110186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -110188.679688 Penalty: 2465.711182
	Iteration 26Q: 3 clusters Score -110188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -110190.890625 Penalty: 2465.711182
	Iteration 27Q: 3 clusters Score -110190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -110192.359375 Penalty: 2465.711182
	Iteration 28Q: 3 clusters Score -110192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -110192.664062 Penalty: 2465.711182
	Iteration 29Q: 3 clusters Score -110192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -110192.664062 Penalty: 2465.711182
	Iteration 30F: 3 clusters Score -110192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 803 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 5288 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 1169 members 
Entering Unmasked Estep 
Score: -12699601.000000 Penalty: 72321.648438
Splitting cluster 13 changes total score from -12699966.000000 to -12699601.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -190376.093750 Penalty: 1313.741333
	Iteration 0F: 2 clusters Score -190376.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -187579.140625 Penalty: 2627.482666
	Iteration 0F: 3 clusters Score -187579.1 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -188364.953125 Penalty: 2627.482666
	Iteration 1F: 3 clusters Score -188365 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -188638.812500 Penalty: 2627.482666
	Iteration 2F: 3 clusters Score -188638.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -188894.609375 Penalty: 2627.482666
	Iteration 3F: 3 clusters Score -188894.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -189072.468750 Penalty: 2627.482666
	Iteration 4F: 3 clusters Score -189072.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -189248.859375 Penalty: 2627.482666
	Iteration 5F: 3 clusters Score -189248.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -189382.718750 Penalty: 2627.482666
	Iteration 6F: 3 clusters Score -189382.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -189502.937500 Penalty: 2627.482666
	Iteration 7Q: 3 clusters Score -189502.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -189605.781250 Penalty: 2627.482666
	Iteration 8Q: 3 clusters Score -189605.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -189708.359375 Penalty: 2627.482666
	Iteration 9Q: 3 clusters Score -189708.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -189859.734375 Penalty: 2627.482666
	Iteration 10Q: 3 clusters Score -189859.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -189964.906250 Penalty: 2627.482666
	Iteration 11Q: 3 clusters Score -189964.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -190032.296875 Penalty: 2627.482666
	Iteration 12Q: 3 clusters Score -190032.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -190064.156250 Penalty: 2627.482666
	Iteration 13Q: 3 clusters Score -190064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -190079.968750 Penalty: 2627.482666
	Iteration 14Q: 3 clusters Score -190080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -190087.203125 Penalty: 2627.482666
	Iteration 15Q: 3 clusters Score -190087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -190091.718750 Penalty: 2627.482666
	Iteration 16Q: 3 clusters Score -190091.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -190094.031250 Penalty: 2627.482666
	Iteration 17Q: 3 clusters Score -190094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -190096.000000 Penalty: 2627.482666
	Iteration 18Q: 3 clusters Score -190096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -190098.453125 Penalty: 2627.482666
	Iteration 19Q: 3 clusters Score -190098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -190099.390625 Penalty: 2627.482666
	Iteration 20F: 3 clusters Score -190099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -110445.851562 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -110445.9 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 1211 members 
Entering Unmasked Estep 
Score: -108125.648438 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -108125.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -109084.132812 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -109084.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -109571.875000 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -109571.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -109802.054688 Penalty: 2532.110596
	Iteration 3F: 3 clusters Score -109802.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -109944.781250 Penalty: 2532.110596
	Iteration 4F: 3 clusters Score -109944.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -110041.718750 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -110041.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -110130.585938 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -110130.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -110183.960938 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -110184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -110206.843750 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -110206.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -110226.773438 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -110226.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -110243.859375 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -110243.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -110253.585938 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -110253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -110254.992188 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -110255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -110254.992188 Penalty: 2532.110596
	Iteration 13F: 3 clusters Score -110255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Entering Unmasked Estep 
Score: -931484.937500 Penalty: 1570.630859
	Iteration 0F: 2 clusters Score -931484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -920537.312500 Penalty: 3141.261719
	Iteration 0F: 3 clusters Score -920537.3 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -924485.500000 Penalty: 3141.261719
	Iteration 1F: 3 clusters Score -924485.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -924847.687500 Penalty: 3141.261719
	Iteration 2F: 3 clusters Score -924847.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -925308.312500 Penalty: 3141.261719
	Iteration 3F: 3 clusters Score -925308.3 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -925902.875000 Penalty: 3141.261719
	Iteration 4F: 3 clusters Score -925902.9 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -926672.750000 Penalty: 3141.261719
	Iteration 5F: 3 clusters Score -926672.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -927478.250000 Penalty: 3141.261719
	Iteration 6F: 3 clusters Score -927478.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -928165.937500 Penalty: 3141.261719
	Iteration 7F: 3 clusters Score -928165.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -928652.125000 Penalty: 3141.261719
	Iteration 8F: 3 clusters Score -928652.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -928951.437500 Penalty: 3141.261719
	Iteration 9Q: 3 clusters Score -928951.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -929131.875000 Penalty: 3141.261719
	Iteration 10Q: 3 clusters Score -929131.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -929233.562500 Penalty: 3141.261719
	Iteration 11Q: 3 clusters Score -929233.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -929302.937500 Penalty: 3141.261719
	Iteration 12Q: 3 clusters Score -929302.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -929355.625000 Penalty: 3141.261719
	Iteration 13Q: 3 clusters Score -929355.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -929403.687500 Penalty: 3141.261719
	Iteration 14Q: 3 clusters Score -929403.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -929445.437500 Penalty: 3141.261719
	Iteration 15Q: 3 clusters Score -929445.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -929487.687500 Penalty: 3141.261719
	Iteration 16Q: 3 clusters Score -929487.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -929527.312500 Penalty: 3141.261719
	Iteration 17Q: 3 clusters Score -929527.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -929583.125000 Penalty: 3141.261719
	Iteration 18Q: 3 clusters Score -929583.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -929640.312500 Penalty: 3141.261719
	Iteration 19Q: 3 clusters Score -929640.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -929680.375000 Penalty: 3141.261719
	Iteration 20F: 3 clusters Score -929680.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -929710.500000 Penalty: 3141.261719
	Iteration 21Q: 3 clusters Score -929710.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -929740.750000 Penalty: 3141.261719
	Iteration 22Q: 3 clusters Score -929740.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -929778.562500 Penalty: 3141.261719
	Iteration 23Q: 3 clusters Score -929778.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -929811.312500 Penalty: 3141.261719
	Iteration 24Q: 3 clusters Score -929811.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -929842.062500 Penalty: 3141.261719
	Iteration 25Q: 3 clusters Score -929842.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -929864.187500 Penalty: 3141.261719
	Iteration 26Q: 3 clusters Score -929864.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -929896.062500 Penalty: 3141.261719
	Iteration 27Q: 3 clusters Score -929896.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -929919.937500 Penalty: 3141.261719
	Iteration 28Q: 3 clusters Score -929919.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -929930.750000 Penalty: 3141.261719
	Iteration 29Q: 3 clusters Score -929930.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -929947.562500 Penalty: 3141.261719
	Iteration 30Q: 3 clusters Score -929947.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -929962.375000 Penalty: 3141.261719
	Iteration 31Q: 3 clusters Score -929962.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -929976.187500 Penalty: 3141.261719
	Iteration 32Q: 3 clusters Score -929976.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -929993.625000 Penalty: 3141.261719
	Iteration 33Q: 3 clusters Score -929993.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -929999.250000 Penalty: 3141.261719
	Iteration 34Q: 3 clusters Score -929999.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -930006.000000 Penalty: 3141.261719
	Iteration 35Q: 3 clusters Score -930006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -930011.250000 Penalty: 3141.261719
	Iteration 36Q: 3 clusters Score -930011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -930016.187500 Penalty: 3141.261719
	Iteration 37Q: 3 clusters Score -930016.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -930018.250000 Penalty: 3141.261719
	Iteration 38Q: 3 clusters Score -930018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -930022.500000 Penalty: 3141.261719
	Iteration 39Q: 3 clusters Score -930022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -930024.687500 Penalty: 3141.261719
	Iteration 40F: 3 clusters Score -930024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -930027.312500 Penalty: 3141.261719
	Iteration 41Q: 3 clusters Score -930027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -930029.125000 Penalty: 3141.261719
	Iteration 42Q: 3 clusters Score -930029.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -930034.312500 Penalty: 3141.261719
	Iteration 43Q: 3 clusters Score -930034.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -930041.312500 Penalty: 3141.261719
	Iteration 44Q: 3 clusters Score -930041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -930045.000000 Penalty: 3141.261719
	Iteration 45Q: 3 clusters Score -930045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -930048.500000 Penalty: 3141.261719
	Iteration 46Q: 3 clusters Score -930048.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -930048.875000 Penalty: 3141.261719
	Iteration 47Q: 3 clusters Score -930048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -930058.562500 Penalty: 3141.261719
	Iteration 48Q: 3 clusters Score -930058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -930062.937500 Penalty: 3141.261719
	Iteration 49Q: 3 clusters Score -930062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -930062.375000 Penalty: 3141.261719
	Iteration 50Q: 3 clusters Score -930062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -930064.687500 Penalty: 3141.261719
	Iteration 51Q: 3 clusters Score -930064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -930068.062500 Penalty: 3141.261719
	Iteration 52Q: 3 clusters Score -930068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -930072.000000 Penalty: 3141.261719
	Iteration 53Q: 3 clusters Score -930072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -930076.062500 Penalty: 3141.261719
	Iteration 54Q: 3 clusters Score -930076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -930081.500000 Penalty: 3141.261719
	Iteration 55Q: 3 clusters Score -930081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -930086.687500 Penalty: 3141.261719
	Iteration 56Q: 3 clusters Score -930086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -930090.562500 Penalty: 3141.261719
	Iteration 57Q: 3 clusters Score -930090.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -930098.812500 Penalty: 3141.261719
	Iteration 58Q: 3 clusters Score -930098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -930103.125000 Penalty: 3141.261719
	Iteration 59Q: 3 clusters Score -930103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -930105.750000 Penalty: 3141.261719
	Iteration 60F: 3 clusters Score -930105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -930108.437500 Penalty: 3141.261719
	Iteration 61Q: 3 clusters Score -930108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -930110.250000 Penalty: 3141.261719
	Iteration 62Q: 3 clusters Score -930110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -930113.125000 Penalty: 3141.261719
	Iteration 63Q: 3 clusters Score -930113.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -930117.687500 Penalty: 3141.261719
	Iteration 64Q: 3 clusters Score -930117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -930126.062500 Penalty: 3141.261719
	Iteration 65Q: 3 clusters Score -930126.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -930130.500000 Penalty: 3141.261719
	Iteration 66Q: 3 clusters Score -930130.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -930133.500000 Penalty: 3141.261719
	Iteration 67Q: 3 clusters Score -930133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -930138.000000 Penalty: 3141.261719
	Iteration 68Q: 3 clusters Score -930138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -930138.937500 Penalty: 3141.261719
	Iteration 69Q: 3 clusters Score -930138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -930137.187500 Penalty: 3141.261719
	Iteration 70Q: 3 clusters Score -930137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -930138.625000 Penalty: 3141.261719
	Iteration 71Q: 3 clusters Score -930138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -930138.687500 Penalty: 3141.261719
	Iteration 72Q: 3 clusters Score -930138.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -930138.687500 Penalty: 3141.261719
	Iteration 73F: 3 clusters Score -930138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -314001.843750 Penalty: 1393.144287
	Iteration 0F: 2 clusters Score -314001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -309824.750000 Penalty: 2786.288574
	Iteration 0F: 3 clusters Score -309824.8 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -311051.250000 Penalty: 2786.288574
	Iteration 1F: 3 clusters Score -311051.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -311325.062500 Penalty: 2786.288574
	Iteration 2F: 3 clusters Score -311325.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -311565.843750 Penalty: 2786.288574
	Iteration 3F: 3 clusters Score -311565.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -311760.218750 Penalty: 2786.288574
	Iteration 4F: 3 clusters Score -311760.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -311929.281250 Penalty: 2786.288574
	Iteration 5Q: 3 clusters Score -311929.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -312093.093750 Penalty: 2786.288574
	Iteration 6Q: 3 clusters Score -312093.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -312227.218750 Penalty: 2786.288574
	Iteration 7Q: 3 clusters Score -312227.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -312379.125000 Penalty: 2786.288574
	Iteration 8Q: 3 clusters Score -312379.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -312544.218750 Penalty: 2786.288574
	Iteration 9Q: 3 clusters Score -312544.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -312756.250000 Penalty: 2786.288574
	Iteration 10Q: 3 clusters Score -312756.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -312961.187500 Penalty: 2786.288574
	Iteration 11Q: 3 clusters Score -312961.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -313230.843750 Penalty: 2786.288574
	Iteration 12Q: 3 clusters Score -313230.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -313564.031250 Penalty: 2786.288574
	Iteration 13Q: 3 clusters Score -313564 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -313924.906250 Penalty: 2786.288574
	Iteration 14Q: 3 clusters Score -313924.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -314094.062500 Penalty: 2786.288574
	Iteration 15Q: 3 clusters Score -314094.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -314229.562500 Penalty: 2786.288574
	Iteration 16Q: 3 clusters Score -314229.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -314382.593750 Penalty: 2786.288574
	Iteration 17Q: 3 clusters Score -314382.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -314537.343750 Penalty: 2786.288574
	Iteration 18Q: 3 clusters Score -314537.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -314707.468750 Penalty: 2786.288574
	Iteration 19Q: 3 clusters Score -314707.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -314877.062500 Penalty: 2786.288574
	Iteration 20F: 3 clusters Score -314877.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -314966.343750 Penalty: 2786.288574
	Iteration 21Q: 3 clusters Score -314966.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -315013.125000 Penalty: 2786.288574
	Iteration 22Q: 3 clusters Score -315013.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -315037.625000 Penalty: 2786.288574
	Iteration 23Q: 3 clusters Score -315037.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -315048.281250 Penalty: 2786.288574
	Iteration 24Q: 3 clusters Score -315048.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -315056.312500 Penalty: 2786.288574
	Iteration 25Q: 3 clusters Score -315056.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -315060.718750 Penalty: 2786.288574
	Iteration 26Q: 3 clusters Score -315060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -315062.000000 Penalty: 2786.288574
	Iteration 27Q: 3 clusters Score -315062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -315063.437500 Penalty: 2786.288574
	Iteration 28Q: 3 clusters Score -315063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -315063.437500 Penalty: 2786.288574
	Iteration 29Q: 3 clusters Score -315063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -315064.875000 Penalty: 2786.288574
	Iteration 30Q: 3 clusters Score -315064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -315064.593750 Penalty: 2786.288574
	Iteration 31Q: 3 clusters Score -315064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -315064.593750 Penalty: 2786.288574
	Iteration 32F: 3 clusters Score -315064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Entering Unmasked Estep 
Score: -12700470.000000 Penalty: 72321.648438
Splitting cluster 17 changes total score from -12699966.000000 to -12700470.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (11132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Entering Unmasked Estep 
Score: -649501.875000 Penalty: 1514.106689
	Iteration 0F: 2 clusters Score -649501.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -641653.500000 Penalty: 3028.213379
	Iteration 0F: 3 clusters Score -641653.5 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -644253.000000 Penalty: 3028.213379
	Iteration 1F: 3 clusters Score -644253 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -644481.687500 Penalty: 3028.213379
	Iteration 2F: 3 clusters Score -644481.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -644666.062500 Penalty: 3028.213379
	Iteration 3Q: 3 clusters Score -644666.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -644821.187500 Penalty: 3028.213379
	Iteration 4Q: 3 clusters Score -644821.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -644959.937500 Penalty: 3028.213379
	Iteration 5Q: 3 clusters Score -644959.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -645108.687500 Penalty: 3028.213379
	Iteration 6Q: 3 clusters Score -645108.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -645264.062500 Penalty: 3028.213379
	Iteration 7Q: 3 clusters Score -645264.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -645447.312500 Penalty: 3028.213379
	Iteration 8Q: 3 clusters Score -645447.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -645673.187500 Penalty: 3028.213379
	Iteration 9Q: 3 clusters Score -645673.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -645935.437500 Penalty: 3028.213379
	Iteration 10Q: 3 clusters Score -645935.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -646219.437500 Penalty: 3028.213379
	Iteration 11Q: 3 clusters Score -646219.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -646493.750000 Penalty: 3028.213379
	Iteration 12Q: 3 clusters Score -646493.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -646782.562500 Penalty: 3028.213379
	Iteration 13Q: 3 clusters Score -646782.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -647062.562500 Penalty: 3028.213379
	Iteration 14Q: 3 clusters Score -647062.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -647320.125000 Penalty: 3028.213379
	Iteration 15Q: 3 clusters Score -647320.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -647561.250000 Penalty: 3028.213379
	Iteration 16Q: 3 clusters Score -647561.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -647775.125000 Penalty: 3028.213379
	Iteration 17Q: 3 clusters Score -647775.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -647911.062500 Penalty: 3028.213379
	Iteration 18Q: 3 clusters Score -647911.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -648017.437500 Penalty: 3028.213379
	Iteration 19Q: 3 clusters Score -648017.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -648105.625000 Penalty: 3028.213379
	Iteration 20F: 3 clusters Score -648105.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -648173.125000 Penalty: 3028.213379
	Iteration 21Q: 3 clusters Score -648173.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -648215.125000 Penalty: 3028.213379
	Iteration 22Q: 3 clusters Score -648215.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -648252.875000 Penalty: 3028.213379
	Iteration 23Q: 3 clusters Score -648252.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -648286.437500 Penalty: 3028.213379
	Iteration 24Q: 3 clusters Score -648286.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -648317.937500 Penalty: 3028.213379
	Iteration 25Q: 3 clusters Score -648317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -648332.875000 Penalty: 3028.213379
	Iteration 26Q: 3 clusters Score -648332.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -648342.500000 Penalty: 3028.213379
	Iteration 27Q: 3 clusters Score -648342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -648352.687500 Penalty: 3028.213379
	Iteration 28Q: 3 clusters Score -648352.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -648359.625000 Penalty: 3028.213379
	Iteration 29Q: 3 clusters Score -648359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -648363.000000 Penalty: 3028.213379
	Iteration 30Q: 3 clusters Score -648363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -648366.812500 Penalty: 3028.213379
	Iteration 31Q: 3 clusters Score -648366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -648371.250000 Penalty: 3028.213379
	Iteration 32Q: 3 clusters Score -648371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -648374.125000 Penalty: 3028.213379
	Iteration 33Q: 3 clusters Score -648374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -648377.062500 Penalty: 3028.213379
	Iteration 34Q: 3 clusters Score -648377.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -648377.437500 Penalty: 3028.213379
	Iteration 35Q: 3 clusters Score -648377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -648380.187500 Penalty: 3028.213379
	Iteration 36Q: 3 clusters Score -648380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -648381.125000 Penalty: 3028.213379
	Iteration 37Q: 3 clusters Score -648381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -648382.437500 Penalty: 3028.213379
	Iteration 38Q: 3 clusters Score -648382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -648384.062500 Penalty: 3028.213379
	Iteration 39Q: 3 clusters Score -648384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -648388.125000 Penalty: 3028.213379
	Iteration 40F: 3 clusters Score -648388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -648392.187500 Penalty: 3028.213379
	Iteration 41Q: 3 clusters Score -648392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -648396.875000 Penalty: 3028.213379
	Iteration 42Q: 3 clusters Score -648396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -648403.750000 Penalty: 3028.213379
	Iteration 43Q: 3 clusters Score -648403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -648407.250000 Penalty: 3028.213379
	Iteration 44Q: 3 clusters Score -648407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -648408.312500 Penalty: 3028.213379
	Iteration 45Q: 3 clusters Score -648408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -648409.750000 Penalty: 3028.213379
	Iteration 46Q: 3 clusters Score -648409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -648410.625000 Penalty: 3028.213379
	Iteration 47Q: 3 clusters Score -648410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -648410.625000 Penalty: 3028.213379
	Iteration 48F: 3 clusters Score -648410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -130554.203125 Penalty: 1264.773926
	Iteration 0F: 2 clusters Score -130554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -128186.703125 Penalty: 2529.547852
	Iteration 0F: 3 clusters Score -128186.7 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -128706.046875 Penalty: 2529.547852
	Iteration 1F: 3 clusters Score -128706 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128847.242188 Penalty: 2529.547852
	Iteration 2F: 3 clusters Score -128847.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -128906.265625 Penalty: 2529.547852
	Iteration 3Q: 3 clusters Score -128906.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -128943.734375 Penalty: 2529.547852
	Iteration 4Q: 3 clusters Score -128943.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -128970.992188 Penalty: 2529.547852
	Iteration 5Q: 3 clusters Score -128971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -128989.773438 Penalty: 2529.547852
	Iteration 6Q: 3 clusters Score -128989.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -129004.195312 Penalty: 2529.547852
	Iteration 7Q: 3 clusters Score -129004.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -129015.906250 Penalty: 2529.547852
	Iteration 8Q: 3 clusters Score -129015.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -129028.242188 Penalty: 2529.547852
	Iteration 9Q: 3 clusters Score -129028.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -129037.617188 Penalty: 2529.547852
	Iteration 10Q: 3 clusters Score -129037.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -129043.687500 Penalty: 2529.547852
	Iteration 11Q: 3 clusters Score -129043.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -129051.742188 Penalty: 2529.547852
	Iteration 12Q: 3 clusters Score -129051.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -129059.226562 Penalty: 2529.547852
	Iteration 13Q: 3 clusters Score -129059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -129063.148438 Penalty: 2529.547852
	Iteration 14Q: 3 clusters Score -129063.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -129069.062500 Penalty: 2529.547852
	Iteration 15Q: 3 clusters Score -129069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -129075.234375 Penalty: 2529.547852
	Iteration 16Q: 3 clusters Score -129075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -129082.664062 Penalty: 2529.547852
	Iteration 17Q: 3 clusters Score -129082.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -129093.523438 Penalty: 2529.547852
	Iteration 18Q: 3 clusters Score -129093.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -129107.218750 Penalty: 2529.547852
	Iteration 19Q: 3 clusters Score -129107.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -129116.781250 Penalty: 2529.547852
	Iteration 20F: 3 clusters Score -129116.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -129128.257812 Penalty: 2529.547852
	Iteration 21Q: 3 clusters Score -129128.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -129135.437500 Penalty: 2529.547852
	Iteration 22Q: 3 clusters Score -129135.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -129148.195312 Penalty: 2529.547852
	Iteration 23Q: 3 clusters Score -129148.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -129161.398438 Penalty: 2529.547852
	Iteration 24Q: 3 clusters Score -129161.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -129178.304688 Penalty: 2529.547852
	Iteration 25Q: 3 clusters Score -129178.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -129190.445312 Penalty: 2529.547852
	Iteration 26Q: 3 clusters Score -129190.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -129210.234375 Penalty: 2529.547852
	Iteration 27Q: 3 clusters Score -129210.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -129231.187500 Penalty: 2529.547852
	Iteration 28Q: 3 clusters Score -129231.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -129253.375000 Penalty: 2529.547852
	Iteration 29Q: 3 clusters Score -129253.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -129271.835938 Penalty: 2529.547852
	Iteration 30Q: 3 clusters Score -129271.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129297.414062 Penalty: 2529.547852
	Iteration 31Q: 3 clusters Score -129297.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129337.929688 Penalty: 2529.547852
	Iteration 32Q: 3 clusters Score -129337.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -129369.640625 Penalty: 2529.547852
	Iteration 33Q: 3 clusters Score -129369.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -129407.234375 Penalty: 2529.547852
	Iteration 34Q: 3 clusters Score -129407.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129434.242188 Penalty: 2529.547852
	Iteration 35Q: 3 clusters Score -129434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129448.914062 Penalty: 2529.547852
	Iteration 36Q: 3 clusters Score -129448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -129465.851562 Penalty: 2529.547852
	Iteration 37Q: 3 clusters Score -129465.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -129480.640625 Penalty: 2529.547852
	Iteration 38Q: 3 clusters Score -129480.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -129488.820312 Penalty: 2529.547852
	Iteration 39Q: 3 clusters Score -129488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -129499.726562 Penalty: 2529.547852
	Iteration 40F: 3 clusters Score -129499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -129514.921875 Penalty: 2529.547852
	Iteration 41Q: 3 clusters Score -129514.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -129523.484375 Penalty: 2529.547852
	Iteration 42Q: 3 clusters Score -129523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -129528.023438 Penalty: 2529.547852
	Iteration 43Q: 3 clusters Score -129528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -129533.070312 Penalty: 2529.547852
	Iteration 44Q: 3 clusters Score -129533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -129539.039062 Penalty: 2529.547852
	Iteration 45Q: 3 clusters Score -129539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -129542.453125 Penalty: 2529.547852
	Iteration 46Q: 3 clusters Score -129542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -129545.359375 Penalty: 2529.547852
	Iteration 47Q: 3 clusters Score -129545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -129549.984375 Penalty: 2529.547852
	Iteration 48Q: 3 clusters Score -129550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -129554.554688 Penalty: 2529.547852
	Iteration 49Q: 3 clusters Score -129554.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -129558.070312 Penalty: 2529.547852
	Iteration 50Q: 3 clusters Score -129558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -129558.898438 Penalty: 2529.547852
	Iteration 51Q: 3 clusters Score -129558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -129559.890625 Penalty: 2529.547852
	Iteration 52Q: 3 clusters Score -129559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -129561.781250 Penalty: 2529.547852
	Iteration 53Q: 3 clusters Score -129561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -129564.468750 Penalty: 2529.547852
	Iteration 54Q: 3 clusters Score -129564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -129567.601562 Penalty: 2529.547852
	Iteration 55Q: 3 clusters Score -129567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -129569.085938 Penalty: 2529.547852
	Iteration 56Q: 3 clusters Score -129569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -129569.085938 Penalty: 2529.547852
	Iteration 57F: 3 clusters Score -129569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Entering Unmasked Estep 
Score: -501156.093750 Penalty: 1471.698486
	Iteration 0F: 2 clusters Score -501156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -494877.250000 Penalty: 2943.396973
	Iteration 0F: 3 clusters Score -494877.2 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -497464.593750 Penalty: 2943.396973
	Iteration 1F: 3 clusters Score -497464.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -498433.468750 Penalty: 2943.396973
	Iteration 2F: 3 clusters Score -498433.5 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -499363.531250 Penalty: 2943.396973
	Iteration 3F: 3 clusters Score -499363.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -500045.312500 Penalty: 2943.396973
	Iteration 4F: 3 clusters Score -500045.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -500510.406250 Penalty: 2943.396973
	Iteration 5F: 3 clusters Score -500510.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -500862.937500 Penalty: 2943.396973
	Iteration 6Q: 3 clusters Score -500862.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -501126.531250 Penalty: 2943.396973
	Iteration 7Q: 3 clusters Score -501126.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -501251.062500 Penalty: 2943.396973
	Iteration 8Q: 3 clusters Score -501251.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -501321.750000 Penalty: 2943.396973
	Iteration 9Q: 3 clusters Score -501321.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -501362.218750 Penalty: 2943.396973
	Iteration 10Q: 3 clusters Score -501362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -501381.968750 Penalty: 2943.396973
	Iteration 11Q: 3 clusters Score -501382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -501391.968750 Penalty: 2943.396973
	Iteration 12Q: 3 clusters Score -501392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -501397.812500 Penalty: 2943.396973
	Iteration 13Q: 3 clusters Score -501397.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -501403.250000 Penalty: 2943.396973
	Iteration 14Q: 3 clusters Score -501403.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -501405.781250 Penalty: 2943.396973
	Iteration 15Q: 3 clusters Score -501405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -501407.031250 Penalty: 2943.396973
	Iteration 16Q: 3 clusters Score -501407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -501406.875000 Penalty: 2943.396973
	Iteration 17Q: 3 clusters Score -501406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -501409.531250 Penalty: 2943.396973
	Iteration 18Q: 3 clusters Score -501409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -501410.218750 Penalty: 2943.396973
	Iteration 19Q: 3 clusters Score -501410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -501411.468750 Penalty: 2943.396973
	Iteration 20F: 3 clusters Score -501411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -501412.250000 Penalty: 2943.396973
	Iteration 21Q: 3 clusters Score -501412.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -501416.187500 Penalty: 2943.396973
	Iteration 22Q: 3 clusters Score -501416.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -501417.156250 Penalty: 2943.396973
	Iteration 23Q: 3 clusters Score -501417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -501419.156250 Penalty: 2943.396973
	Iteration 24Q: 3 clusters Score -501419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -501419.750000 Penalty: 2943.396973
	Iteration 25Q: 3 clusters Score -501419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -501421.250000 Penalty: 2943.396973
	Iteration 26Q: 3 clusters Score -501421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -501422.343750 Penalty: 2943.396973
	Iteration 27Q: 3 clusters Score -501422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -501421.781250 Penalty: 2943.396973
	Iteration 28Q: 3 clusters Score -501421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -501421.656250 Penalty: 2943.396973
	Iteration 29Q: 3 clusters Score -501421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -501421.968750 Penalty: 2943.396973
	Iteration 30Q: 3 clusters Score -501422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -501422.625000 Penalty: 2943.396973
	Iteration 31Q: 3 clusters Score -501422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -501422.625000 Penalty: 2943.396973
	Iteration 32F: 3 clusters Score -501422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Entering Unmasked Estep 
Score: -12700171.000000 Penalty: 74330.578125
Splitting cluster 20 changes total score from -12699966.000000 to -12700171.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -239293.140625 Penalty: 1353.726196
	Iteration 0F: 2 clusters Score -239293.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -235818.187500 Penalty: 2707.452393
	Iteration 0F: 3 clusters Score -235818.2 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -236876.593750 Penalty: 2707.452393
	Iteration 1F: 3 clusters Score -236876.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -237291.531250 Penalty: 2707.452393
	Iteration 2F: 3 clusters Score -237291.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -237702.484375 Penalty: 2707.452393
	Iteration 3F: 3 clusters Score -237702.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -238061.328125 Penalty: 2707.452393
	Iteration 4F: 3 clusters Score -238061.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -238387.062500 Penalty: 2707.452393
	Iteration 5F: 3 clusters Score -238387.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -238636.953125 Penalty: 2707.452393
	Iteration 6F: 3 clusters Score -238637 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -238843.796875 Penalty: 2707.452393
	Iteration 7Q: 3 clusters Score -238843.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -239026.828125 Penalty: 2707.452393
	Iteration 8Q: 3 clusters Score -239026.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -239164.265625 Penalty: 2707.452393
	Iteration 9Q: 3 clusters Score -239164.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -239238.281250 Penalty: 2707.452393
	Iteration 10Q: 3 clusters Score -239238.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -239285.812500 Penalty: 2707.452393
	Iteration 11Q: 3 clusters Score -239285.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -239323.593750 Penalty: 2707.452393
	Iteration 12Q: 3 clusters Score -239323.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -239363.796875 Penalty: 2707.452393
	Iteration 13Q: 3 clusters Score -239363.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -239401.218750 Penalty: 2707.452393
	Iteration 14Q: 3 clusters Score -239401.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -239429.375000 Penalty: 2707.452393
	Iteration 15Q: 3 clusters Score -239429.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -239451.421875 Penalty: 2707.452393
	Iteration 16Q: 3 clusters Score -239451.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -239469.906250 Penalty: 2707.452393
	Iteration 17Q: 3 clusters Score -239469.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -239477.765625 Penalty: 2707.452393
	Iteration 18Q: 3 clusters Score -239477.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -239482.468750 Penalty: 2707.452393
	Iteration 19Q: 3 clusters Score -239482.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -239488.093750 Penalty: 2707.452393
	Iteration 20F: 3 clusters Score -239488.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -239493.265625 Penalty: 2707.452393
	Iteration 21Q: 3 clusters Score -239493.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -239498.796875 Penalty: 2707.452393
	Iteration 22Q: 3 clusters Score -239498.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -239505.234375 Penalty: 2707.452393
	Iteration 23Q: 3 clusters Score -239505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -239511.187500 Penalty: 2707.452393
	Iteration 24Q: 3 clusters Score -239511.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -239515.000000 Penalty: 2707.452393
	Iteration 25Q: 3 clusters Score -239515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -239519.234375 Penalty: 2707.452393
	Iteration 26Q: 3 clusters Score -239519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -239522.093750 Penalty: 2707.452393
	Iteration 27Q: 3 clusters Score -239522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -239524.125000 Penalty: 2707.452393
	Iteration 28Q: 3 clusters Score -239524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -239525.640625 Penalty: 2707.452393
	Iteration 29Q: 3 clusters Score -239525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -239527.593750 Penalty: 2707.452393
	Iteration 30Q: 3 clusters Score -239527.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -239530.343750 Penalty: 2707.452393
	Iteration 31Q: 3 clusters Score -239530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -239534.000000 Penalty: 2707.452393
	Iteration 32Q: 3 clusters Score -239534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -239539.250000 Penalty: 2707.452393
	Iteration 33Q: 3 clusters Score -239539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -239542.125000 Penalty: 2707.452393
	Iteration 34Q: 3 clusters Score -239542.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -239544.734375 Penalty: 2707.452393
	Iteration 35Q: 3 clusters Score -239544.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -239550.265625 Penalty: 2707.452393
	Iteration 36Q: 3 clusters Score -239550.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -239555.312500 Penalty: 2707.452393
	Iteration 37Q: 3 clusters Score -239555.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -239561.265625 Penalty: 2707.452393
	Iteration 38Q: 3 clusters Score -239561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -239566.531250 Penalty: 2707.452393
	Iteration 39Q: 3 clusters Score -239566.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -239569.625000 Penalty: 2707.452393
	Iteration 40F: 3 clusters Score -239569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -239572.015625 Penalty: 2707.452393
	Iteration 41Q: 3 clusters Score -239572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -239574.046875 Penalty: 2707.452393
	Iteration 42Q: 3 clusters Score -239574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -239577.546875 Penalty: 2707.452393
	Iteration 43Q: 3 clusters Score -239577.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -239580.890625 Penalty: 2707.452393
	Iteration 44Q: 3 clusters Score -239580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -239585.375000 Penalty: 2707.452393
	Iteration 45Q: 3 clusters Score -239585.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -239590.890625 Penalty: 2707.452393
	Iteration 46Q: 3 clusters Score -239590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -239596.609375 Penalty: 2707.452393
	Iteration 47Q: 3 clusters Score -239596.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -239605.203125 Penalty: 2707.452393
	Iteration 48Q: 3 clusters Score -239605.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -239610.687500 Penalty: 2707.452393
	Iteration 49Q: 3 clusters Score -239610.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -239615.578125 Penalty: 2707.452393
	Iteration 50Q: 3 clusters Score -239615.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -239619.062500 Penalty: 2707.452393
	Iteration 51Q: 3 clusters Score -239619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -239620.984375 Penalty: 2707.452393
	Iteration 52Q: 3 clusters Score -239621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -239620.812500 Penalty: 2707.452393
	Iteration 53Q: 3 clusters Score -239620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -239622.078125 Penalty: 2707.452393
	Iteration 54Q: 3 clusters Score -239622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -239624.750000 Penalty: 2707.452393
	Iteration 55Q: 3 clusters Score -239624.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -239626.531250 Penalty: 2707.452393
	Iteration 56Q: 3 clusters Score -239626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -239628.296875 Penalty: 2707.452393
	Iteration 57Q: 3 clusters Score -239628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -239630.359375 Penalty: 2707.452393
	Iteration 58Q: 3 clusters Score -239630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -239632.375000 Penalty: 2707.452393
	Iteration 59Q: 3 clusters Score -239632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -239633.625000 Penalty: 2707.452393
	Iteration 60F: 3 clusters Score -239633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -239635.546875 Penalty: 2707.452393
	Iteration 61Q: 3 clusters Score -239635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -239636.390625 Penalty: 2707.452393
	Iteration 62Q: 3 clusters Score -239636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239637.375000 Penalty: 2707.452393
	Iteration 63Q: 3 clusters Score -239637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -239639.031250 Penalty: 2707.452393
	Iteration 64Q: 3 clusters Score -239639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -239640.843750 Penalty: 2707.452393
	Iteration 65Q: 3 clusters Score -239640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -239641.312500 Penalty: 2707.452393
	Iteration 66Q: 3 clusters Score -239641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -239641.890625 Penalty: 2707.452393
	Iteration 67Q: 3 clusters Score -239641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -239641.890625 Penalty: 2707.452393
	Iteration 68F: 3 clusters Score -239641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 2739 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 1410 members 
Entering Unmasked Estep 
Score: -12699849.000000 Penalty: 76339.515625
Splitting cluster 21 changes total score from -12699966.000000 to -12699849.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Entering Unmasked Estep 
Score: -505577.843750 Penalty: 1487.899780
	Iteration 0F: 2 clusters Score -505577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -498784.187500 Penalty: 2975.799561
	Iteration 0F: 3 clusters Score -498784.2 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -500972.375000 Penalty: 2975.799561
	Iteration 1F: 3 clusters Score -500972.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -501306.875000 Penalty: 2975.799561
	Iteration 2F: 3 clusters Score -501306.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -501657.812500 Penalty: 2975.799561
	Iteration 3F: 3 clusters Score -501657.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -502099.812500 Penalty: 2975.799561
	Iteration 4F: 3 clusters Score -502099.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -502582.406250 Penalty: 2975.799561
	Iteration 5F: 3 clusters Score -502582.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -503005.906250 Penalty: 2975.799561
	Iteration 6F: 3 clusters Score -503005.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -503327.187500 Penalty: 2975.799561
	Iteration 7F: 3 clusters Score -503327.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -503566.781250 Penalty: 2975.799561
	Iteration 8Q: 3 clusters Score -503566.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -503745.531250 Penalty: 2975.799561
	Iteration 9Q: 3 clusters Score -503745.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -503869.687500 Penalty: 2975.799561
	Iteration 10Q: 3 clusters Score -503869.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -503969.906250 Penalty: 2975.799561
	Iteration 11Q: 3 clusters Score -503969.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -504073.000000 Penalty: 2975.799561
	Iteration 12Q: 3 clusters Score -504073 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -504186.187500 Penalty: 2975.799561
	Iteration 13Q: 3 clusters Score -504186.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -504289.500000 Penalty: 2975.799561
	Iteration 14Q: 3 clusters Score -504289.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -504370.031250 Penalty: 2975.799561
	Iteration 15Q: 3 clusters Score -504370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -504448.750000 Penalty: 2975.799561
	Iteration 16Q: 3 clusters Score -504448.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -504512.968750 Penalty: 2975.799561
	Iteration 17Q: 3 clusters Score -504513 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -504579.531250 Penalty: 2975.799561
	Iteration 18Q: 3 clusters Score -504579.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -504647.750000 Penalty: 2975.799561
	Iteration 19Q: 3 clusters Score -504647.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -504710.687500 Penalty: 2975.799561
	Iteration 20F: 3 clusters Score -504710.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -504773.562500 Penalty: 2975.799561
	Iteration 21Q: 3 clusters Score -504773.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -504833.156250 Penalty: 2975.799561
	Iteration 22Q: 3 clusters Score -504833.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -504894.875000 Penalty: 2975.799561
	Iteration 23Q: 3 clusters Score -504894.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -504960.843750 Penalty: 2975.799561
	Iteration 24Q: 3 clusters Score -504960.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -505024.093750 Penalty: 2975.799561
	Iteration 25Q: 3 clusters Score -505024.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -505084.718750 Penalty: 2975.799561
	Iteration 26Q: 3 clusters Score -505084.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -505136.937500 Penalty: 2975.799561
	Iteration 27Q: 3 clusters Score -505136.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -505200.906250 Penalty: 2975.799561
	Iteration 28Q: 3 clusters Score -505200.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -505259.093750 Penalty: 2975.799561
	Iteration 29Q: 3 clusters Score -505259.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -505310.312500 Penalty: 2975.799561
	Iteration 30Q: 3 clusters Score -505310.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -505345.968750 Penalty: 2975.799561
	Iteration 31Q: 3 clusters Score -505346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -505373.500000 Penalty: 2975.799561
	Iteration 32Q: 3 clusters Score -505373.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -505397.281250 Penalty: 2975.799561
	Iteration 33Q: 3 clusters Score -505397.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -505417.312500 Penalty: 2975.799561
	Iteration 34Q: 3 clusters Score -505417.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -505444.750000 Penalty: 2975.799561
	Iteration 35Q: 3 clusters Score -505444.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -505474.281250 Penalty: 2975.799561
	Iteration 36Q: 3 clusters Score -505474.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -505526.093750 Penalty: 2975.799561
	Iteration 37Q: 3 clusters Score -505526.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -505602.500000 Penalty: 2975.799561
	Iteration 38Q: 3 clusters Score -505602.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -505666.000000 Penalty: 2975.799561
	Iteration 39Q: 3 clusters Score -505666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -505702.000000 Penalty: 2975.799561
	Iteration 40F: 3 clusters Score -505702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -505721.125000 Penalty: 2975.799561
	Iteration 41Q: 3 clusters Score -505721.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -505736.125000 Penalty: 2975.799561
	Iteration 42Q: 3 clusters Score -505736.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -505749.031250 Penalty: 2975.799561
	Iteration 43Q: 3 clusters Score -505749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -505761.437500 Penalty: 2975.799561
	Iteration 44Q: 3 clusters Score -505761.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -505776.843750 Penalty: 2975.799561
	Iteration 45Q: 3 clusters Score -505776.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -505784.906250 Penalty: 2975.799561
	Iteration 46Q: 3 clusters Score -505784.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -505794.187500 Penalty: 2975.799561
	Iteration 47Q: 3 clusters Score -505794.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -505802.031250 Penalty: 2975.799561
	Iteration 48Q: 3 clusters Score -505802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -505806.343750 Penalty: 2975.799561
	Iteration 49Q: 3 clusters Score -505806.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -505811.125000 Penalty: 2975.799561
	Iteration 50Q: 3 clusters Score -505811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -505815.125000 Penalty: 2975.799561
	Iteration 51Q: 3 clusters Score -505815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -505819.375000 Penalty: 2975.799561
	Iteration 52Q: 3 clusters Score -505819.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -505822.062500 Penalty: 2975.799561
	Iteration 53Q: 3 clusters Score -505822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -505826.312500 Penalty: 2975.799561
	Iteration 54Q: 3 clusters Score -505826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -505828.875000 Penalty: 2975.799561
	Iteration 55Q: 3 clusters Score -505828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -505831.406250 Penalty: 2975.799561
	Iteration 56Q: 3 clusters Score -505831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -505833.000000 Penalty: 2975.799561
	Iteration 57Q: 3 clusters Score -505833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -505836.031250 Penalty: 2975.799561
	Iteration 58Q: 3 clusters Score -505836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -505838.187500 Penalty: 2975.799561
	Iteration 59Q: 3 clusters Score -505838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -505843.375000 Penalty: 2975.799561
	Iteration 60F: 3 clusters Score -505843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -505848.343750 Penalty: 2975.799561
	Iteration 61Q: 3 clusters Score -505848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -505853.312500 Penalty: 2975.799561
	Iteration 62Q: 3 clusters Score -505853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -505854.937500 Penalty: 2975.799561
	Iteration 63Q: 3 clusters Score -505854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -505854.906250 Penalty: 2975.799561
	Iteration 64Q: 3 clusters Score -505854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -505854.906250 Penalty: 2975.799561
	Iteration 65F: 3 clusters Score -505854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 1045 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 8429 members 
Entering Unmasked Estep 
Score: -12699886.000000 Penalty: 76339.515625
Splitting cluster 22 changes total score from -12699966.000000 to -12699886.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (19076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Entering Unmasked Estep 
Score: -1089515.125000 Penalty: 1601.630249
	Iteration 0F: 2 clusters Score -1089515 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 9544 members 
Entering Unmasked Estep 
Score: -1076424.125000 Penalty: 3203.260498
	Iteration 0F: 3 clusters Score -1076424 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1081522.375000 Penalty: 3203.260498
	Iteration 1F: 3 clusters Score -1081522 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1082120.500000 Penalty: 3203.260498
	Iteration 2F: 3 clusters Score -1082120 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1082714.750000 Penalty: 3203.260498
	Iteration 3F: 3 clusters Score -1082715 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1083392.750000 Penalty: 3203.260498
	Iteration 4F: 3 clusters Score -1083393 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1084133.500000 Penalty: 3203.260498
	Iteration 5F: 3 clusters Score -1084134 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1084878.875000 Penalty: 3203.260498
	Iteration 6F: 3 clusters Score -1084879 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1085566.500000 Penalty: 3203.260498
	Iteration 7F: 3 clusters Score -1085566 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1086146.250000 Penalty: 3203.260498
	Iteration 8Q: 3 clusters Score -1086146 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1086612.750000 Penalty: 3203.260498
	Iteration 9Q: 3 clusters Score -1086613 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1086968.625000 Penalty: 3203.260498
	Iteration 10Q: 3 clusters Score -1086969 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1087251.625000 Penalty: 3203.260498
	Iteration 11Q: 3 clusters Score -1087252 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1087461.125000 Penalty: 3203.260498
	Iteration 12Q: 3 clusters Score -1087461 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1087604.375000 Penalty: 3203.260498
	Iteration 13Q: 3 clusters Score -1087604 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1087690.625000 Penalty: 3203.260498
	Iteration 14Q: 3 clusters Score -1087691 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1087761.875000 Penalty: 3203.260498
	Iteration 15Q: 3 clusters Score -1087762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1087824.250000 Penalty: 3203.260498
	Iteration 16Q: 3 clusters Score -1087824 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1087884.500000 Penalty: 3203.260498
	Iteration 17Q: 3 clusters Score -1087884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1087936.250000 Penalty: 3203.260498
	Iteration 18Q: 3 clusters Score -1087936 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1088004.250000 Penalty: 3203.260498
	Iteration 19Q: 3 clusters Score -1088004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1088057.750000 Penalty: 3203.260498
	Iteration 20F: 3 clusters Score -1088058 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1088119.125000 Penalty: 3203.260498
	Iteration 21Q: 3 clusters Score -1088119 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1088184.125000 Penalty: 3203.260498
	Iteration 22Q: 3 clusters Score -1088184 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1088260.875000 Penalty: 3203.260498
	Iteration 23Q: 3 clusters Score -1088261 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1088338.000000 Penalty: 3203.260498
	Iteration 24Q: 3 clusters Score -1088338 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1088430.000000 Penalty: 3203.260498
	Iteration 25Q: 3 clusters Score -1088430 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1088523.625000 Penalty: 3203.260498
	Iteration 26Q: 3 clusters Score -1088524 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1088613.125000 Penalty: 3203.260498
	Iteration 27Q: 3 clusters Score -1088613 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1088716.000000 Penalty: 3203.260498
	Iteration 28Q: 3 clusters Score -1088716 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1088822.000000 Penalty: 3203.260498
	Iteration 29Q: 3 clusters Score -1088822 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1088931.625000 Penalty: 3203.260498
	Iteration 30Q: 3 clusters Score -1088932 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1089076.875000 Penalty: 3203.260498
	Iteration 31Q: 3 clusters Score -1089077 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1089215.250000 Penalty: 3203.260498
	Iteration 32Q: 3 clusters Score -1089215 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1089333.375000 Penalty: 3203.260498
	Iteration 33Q: 3 clusters Score -1089333 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1089410.125000 Penalty: 3203.260498
	Iteration 34Q: 3 clusters Score -1089410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1089461.000000 Penalty: 3203.260498
	Iteration 35Q: 3 clusters Score -1089461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1089502.125000 Penalty: 3203.260498
	Iteration 36Q: 3 clusters Score -1089502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1089522.375000 Penalty: 3203.260498
	Iteration 37Q: 3 clusters Score -1089522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1089532.250000 Penalty: 3203.260498
	Iteration 38Q: 3 clusters Score -1089532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1089540.500000 Penalty: 3203.260498
	Iteration 39Q: 3 clusters Score -1089540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1089553.875000 Penalty: 3203.260498
	Iteration 40F: 3 clusters Score -1089554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1089562.375000 Penalty: 3203.260498
	Iteration 41Q: 3 clusters Score -1089562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1089568.625000 Penalty: 3203.260498
	Iteration 42Q: 3 clusters Score -1089569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1089573.250000 Penalty: 3203.260498
	Iteration 43Q: 3 clusters Score -1089573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1089574.750000 Penalty: 3203.260498
	Iteration 44Q: 3 clusters Score -1089575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1089575.500000 Penalty: 3203.260498
	Iteration 45Q: 3 clusters Score -1089576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1089577.125000 Penalty: 3203.260498
	Iteration 46Q: 3 clusters Score -1089577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1089574.125000 Penalty: 3203.260498
	Iteration 47Q: 3 clusters Score -1089574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1089574.000000 Penalty: 3203.260498
	Iteration 48Q: 3 clusters Score -1089574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1089577.375000 Penalty: 3203.260498
	Iteration 49Q: 3 clusters Score -1089577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1089576.000000 Penalty: 3203.260498
	Iteration 50Q: 3 clusters Score -1089576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1089576.750000 Penalty: 3203.260498
	Iteration 51Q: 3 clusters Score -1089577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1089576.750000 Penalty: 3203.260498
	Iteration 52Q: 3 clusters Score -1089577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1089575.500000 Penalty: 3203.260498
	Iteration 53Q: 3 clusters Score -1089576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1089577.750000 Penalty: 3203.260498
	Iteration 54Q: 3 clusters Score -1089578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1089578.375000 Penalty: 3203.260498
	Iteration 55Q: 3 clusters Score -1089578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1089577.125000 Penalty: 3203.260498
	Iteration 56Q: 3 clusters Score -1089577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1089576.125000 Penalty: 3203.260498
	Iteration 57Q: 3 clusters Score -1089576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1089577.500000 Penalty: 3203.260498
	Iteration 58Q: 3 clusters Score -1089578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1089576.875000 Penalty: 3203.260498
	Iteration 59Q: 3 clusters Score -1089577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1089578.500000 Penalty: 3203.260498
	Iteration 60F: 3 clusters Score -1089578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1089577.125000 Penalty: 3203.260498
	Iteration 61Q: 3 clusters Score -1089577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1089579.250000 Penalty: 3203.260498
	Iteration 62Q: 3 clusters Score -1089579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1089579.250000 Penalty: 3203.260498
	Iteration 63F: 3 clusters Score -1089579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 8420 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 10656 members 
Entering Unmasked Estep 
Score: -12699816.000000 Penalty: 76339.515625
Splitting cluster 23 changes total score from -12699966.000000 to -12699816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -175972.609375 Penalty: 1336.295898
	Iteration 0F: 2 clusters Score -175972.6 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 1953 members 
Entering Unmasked Estep 
Score: -172775.265625 Penalty: 2672.591797
	Iteration 0F: 3 clusters Score -172775.3 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -173806.203125 Penalty: 2672.591797
	Iteration 1F: 3 clusters Score -173806.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -174159.031250 Penalty: 2672.591797
	Iteration 2F: 3 clusters Score -174159 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -174475.781250 Penalty: 2672.591797
	Iteration 3F: 3 clusters Score -174475.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -174746.437500 Penalty: 2672.591797
	Iteration 4F: 3 clusters Score -174746.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -174912.468750 Penalty: 2672.591797
	Iteration 5F: 3 clusters Score -174912.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -175035.828125 Penalty: 2672.591797
	Iteration 6Q: 3 clusters Score -175035.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -175113.921875 Penalty: 2672.591797
	Iteration 7Q: 3 clusters Score -175113.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -175188.500000 Penalty: 2672.591797
	Iteration 8Q: 3 clusters Score -175188.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -175260.156250 Penalty: 2672.591797
	Iteration 9Q: 3 clusters Score -175260.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -175311.281250 Penalty: 2672.591797
	Iteration 10Q: 3 clusters Score -175311.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -175360.375000 Penalty: 2672.591797
	Iteration 11Q: 3 clusters Score -175360.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -175415.828125 Penalty: 2672.591797
	Iteration 12Q: 3 clusters Score -175415.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -175458.828125 Penalty: 2672.591797
	Iteration 13Q: 3 clusters Score -175458.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -175506.296875 Penalty: 2672.591797
	Iteration 14Q: 3 clusters Score -175506.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -175551.109375 Penalty: 2672.591797
	Iteration 15Q: 3 clusters Score -175551.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -175591.500000 Penalty: 2672.591797
	Iteration 16Q: 3 clusters Score -175591.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -175650.500000 Penalty: 2672.591797
	Iteration 17Q: 3 clusters Score -175650.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -175695.890625 Penalty: 2672.591797
	Iteration 18Q: 3 clusters Score -175695.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -175723.515625 Penalty: 2672.591797
	Iteration 19Q: 3 clusters Score -175723.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -175754.906250 Penalty: 2672.591797
	Iteration 20F: 3 clusters Score -175754.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -175788.812500 Penalty: 2672.591797
	Iteration 21Q: 3 clusters Score -175788.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -175822.921875 Penalty: 2672.591797
	Iteration 22Q: 3 clusters Score -175822.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -175862.078125 Penalty: 2672.591797
	Iteration 23Q: 3 clusters Score -175862.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -175902.187500 Penalty: 2672.591797
	Iteration 24Q: 3 clusters Score -175902.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -175930.093750 Penalty: 2672.591797
	Iteration 25Q: 3 clusters Score -175930.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -175961.828125 Penalty: 2672.591797
	Iteration 26Q: 3 clusters Score -175961.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -175985.796875 Penalty: 2672.591797
	Iteration 27Q: 3 clusters Score -175985.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -176016.640625 Penalty: 2672.591797
	Iteration 28Q: 3 clusters Score -176016.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -176054.234375 Penalty: 2672.591797
	Iteration 29Q: 3 clusters Score -176054.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -176084.781250 Penalty: 2672.591797
	Iteration 30Q: 3 clusters Score -176084.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -176107.625000 Penalty: 2672.591797
	Iteration 31Q: 3 clusters Score -176107.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -176130.531250 Penalty: 2672.591797
	Iteration 32Q: 3 clusters Score -176130.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -176159.140625 Penalty: 2672.591797
	Iteration 33Q: 3 clusters Score -176159.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -176172.718750 Penalty: 2672.591797
	Iteration 34Q: 3 clusters Score -176172.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -176177.015625 Penalty: 2672.591797
	Iteration 35Q: 3 clusters Score -176177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -176178.375000 Penalty: 2672.591797
	Iteration 36Q: 3 clusters Score -176178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -176179.937500 Penalty: 2672.591797
	Iteration 37Q: 3 clusters Score -176179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -176181.015625 Penalty: 2672.591797
	Iteration 38Q: 3 clusters Score -176181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -176183.343750 Penalty: 2672.591797
	Iteration 39Q: 3 clusters Score -176183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -176186.687500 Penalty: 2672.591797
	Iteration 40F: 3 clusters Score -176186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -176187.812500 Penalty: 2672.591797
	Iteration 41Q: 3 clusters Score -176187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -176189.109375 Penalty: 2672.591797
	Iteration 42Q: 3 clusters Score -176189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -176189.109375 Penalty: 2672.591797
	Iteration 43F: 3 clusters Score -176189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 1976 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 1751 members 
Entering Unmasked Estep 
Score: -12699720.000000 Penalty: 76339.515625
Splitting cluster 24 changes total score from -12699966.000000 to -12699720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -234431.578125 Penalty: 1348.026611
	Iteration 0F: 2 clusters Score -234431.6 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 2005 members 
Entering Unmasked Estep 
Score: -231078.171875 Penalty: 2696.053223
	Iteration 0F: 3 clusters Score -231078.2 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -231936.500000 Penalty: 2696.053223
	Iteration 1F: 3 clusters Score -231936.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -232133.421875 Penalty: 2696.053223
	Iteration 2F: 3 clusters Score -232133.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -232283.531250 Penalty: 2696.053223
	Iteration 3F: 3 clusters Score -232283.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -232448.281250 Penalty: 2696.053223
	Iteration 4F: 3 clusters Score -232448.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -232621.156250 Penalty: 2696.053223
	Iteration 5F: 3 clusters Score -232621.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -232785.765625 Penalty: 2696.053223
	Iteration 6F: 3 clusters Score -232785.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -232914.562500 Penalty: 2696.053223
	Iteration 7Q: 3 clusters Score -232914.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -233017.171875 Penalty: 2696.053223
	Iteration 8Q: 3 clusters Score -233017.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -233097.078125 Penalty: 2696.053223
	Iteration 9Q: 3 clusters Score -233097.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -233163.593750 Penalty: 2696.053223
	Iteration 10Q: 3 clusters Score -233163.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -233210.906250 Penalty: 2696.053223
	Iteration 11Q: 3 clusters Score -233210.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -233255.312500 Penalty: 2696.053223
	Iteration 12Q: 3 clusters Score -233255.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -233292.906250 Penalty: 2696.053223
	Iteration 13Q: 3 clusters Score -233292.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -233349.750000 Penalty: 2696.053223
	Iteration 14Q: 3 clusters Score -233349.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -233411.515625 Penalty: 2696.053223
	Iteration 15Q: 3 clusters Score -233411.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -233523.453125 Penalty: 2696.053223
	Iteration 16Q: 3 clusters Score -233523.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -233764.968750 Penalty: 2696.053223
	Iteration 17Q: 3 clusters Score -233765 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -234054.640625 Penalty: 2696.053223
	Iteration 18Q: 3 clusters Score -234054.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -234345.781250 Penalty: 2696.053223
	Iteration 19Q: 3 clusters Score -234345.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -234625.343750 Penalty: 2696.053223
	Iteration 20F: 3 clusters Score -234625.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -234753.234375 Penalty: 2696.053223
	Iteration 21Q: 3 clusters Score -234753.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -234813.093750 Penalty: 2696.053223
	Iteration 22Q: 3 clusters Score -234813.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -234839.453125 Penalty: 2696.053223
	Iteration 23Q: 3 clusters Score -234839.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -234845.093750 Penalty: 2696.053223
	Iteration 24Q: 3 clusters Score -234845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -234846.781250 Penalty: 2696.053223
	Iteration 25Q: 3 clusters Score -234846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -234847.921875 Penalty: 2696.053223
	Iteration 26Q: 3 clusters Score -234847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -234851.593750 Penalty: 2696.053223
	Iteration 27Q: 3 clusters Score -234851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -234854.265625 Penalty: 2696.053223
	Iteration 28Q: 3 clusters Score -234854.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -234856.796875 Penalty: 2696.053223
	Iteration 29Q: 3 clusters Score -234856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -234856.984375 Penalty: 2696.053223
	Iteration 30Q: 3 clusters Score -234857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -234857.078125 Penalty: 2696.053223
	Iteration 31Q: 3 clusters Score -234857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -234857.828125 Penalty: 2696.053223
	Iteration 32Q: 3 clusters Score -234857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -234858.546875 Penalty: 2696.053223
	Iteration 33Q: 3 clusters Score -234858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -234858.546875 Penalty: 2696.053223
	Iteration 34F: 3 clusters Score -234858.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 2811 members 
Entering Unmasked Estep 
Score: -12699919.000000 Penalty: 76339.515625
Splitting cluster 25 changes total score from -12699966.000000 to -12699919.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -329147.187500 Penalty: 1410.802246
	Iteration 0F: 2 clusters Score -329147.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -324623.031250 Penalty: 2821.604492
	Iteration 0F: 3 clusters Score -324623 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -326014.625000 Penalty: 2821.604492
	Iteration 1F: 3 clusters Score -326014.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -326418.031250 Penalty: 2821.604492
	Iteration 2F: 3 clusters Score -326418 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -326854.187500 Penalty: 2821.604492
	Iteration 3F: 3 clusters Score -326854.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -327357.843750 Penalty: 2821.604492
	Iteration 4F: 3 clusters Score -327357.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -327713.031250 Penalty: 2821.604492
	Iteration 5F: 3 clusters Score -327713 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -327920.000000 Penalty: 2821.604492
	Iteration 6Q: 3 clusters Score -327920 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -328068.718750 Penalty: 2821.604492
	Iteration 7Q: 3 clusters Score -328068.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -328162.343750 Penalty: 2821.604492
	Iteration 8Q: 3 clusters Score -328162.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -328222.093750 Penalty: 2821.604492
	Iteration 9Q: 3 clusters Score -328222.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -328282.906250 Penalty: 2821.604492
	Iteration 10Q: 3 clusters Score -328282.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -328336.656250 Penalty: 2821.604492
	Iteration 11Q: 3 clusters Score -328336.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -328405.781250 Penalty: 2821.604492
	Iteration 12Q: 3 clusters Score -328405.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -328482.937500 Penalty: 2821.604492
	Iteration 13Q: 3 clusters Score -328482.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -328542.250000 Penalty: 2821.604492
	Iteration 14Q: 3 clusters Score -328542.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -328586.125000 Penalty: 2821.604492
	Iteration 15Q: 3 clusters Score -328586.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -328617.562500 Penalty: 2821.604492
	Iteration 16Q: 3 clusters Score -328617.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -328638.125000 Penalty: 2821.604492
	Iteration 17Q: 3 clusters Score -328638.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -328654.031250 Penalty: 2821.604492
	Iteration 18Q: 3 clusters Score -328654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -328667.406250 Penalty: 2821.604492
	Iteration 19Q: 3 clusters Score -328667.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -328676.718750 Penalty: 2821.604492
	Iteration 20F: 3 clusters Score -328676.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -328687.906250 Penalty: 2821.604492
	Iteration 21Q: 3 clusters Score -328687.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -328693.906250 Penalty: 2821.604492
	Iteration 22Q: 3 clusters Score -328693.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -328703.437500 Penalty: 2821.604492
	Iteration 23Q: 3 clusters Score -328703.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -328717.375000 Penalty: 2821.604492
	Iteration 24Q: 3 clusters Score -328717.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -328725.906250 Penalty: 2821.604492
	Iteration 25Q: 3 clusters Score -328725.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -328733.468750 Penalty: 2821.604492
	Iteration 26Q: 3 clusters Score -328733.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -328736.937500 Penalty: 2821.604492
	Iteration 27Q: 3 clusters Score -328736.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -328741.000000 Penalty: 2821.604492
	Iteration 28Q: 3 clusters Score -328741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -328748.281250 Penalty: 2821.604492
	Iteration 29Q: 3 clusters Score -328748.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -328752.437500 Penalty: 2821.604492
	Iteration 30Q: 3 clusters Score -328752.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -328756.062500 Penalty: 2821.604492
	Iteration 31Q: 3 clusters Score -328756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -328763.156250 Penalty: 2821.604492
	Iteration 32Q: 3 clusters Score -328763.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -328766.875000 Penalty: 2821.604492
	Iteration 33Q: 3 clusters Score -328766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -328768.156250 Penalty: 2821.604492
	Iteration 34Q: 3 clusters Score -328768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -328769.937500 Penalty: 2821.604492
	Iteration 35Q: 3 clusters Score -328769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -328770.156250 Penalty: 2821.604492
	Iteration 36Q: 3 clusters Score -328770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -328771.437500 Penalty: 2821.604492
	Iteration 37Q: 3 clusters Score -328771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -328773.062500 Penalty: 2821.604492
	Iteration 38Q: 3 clusters Score -328773.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -328775.156250 Penalty: 2821.604492
	Iteration 39Q: 3 clusters Score -328775.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -328777.125000 Penalty: 2821.604492
	Iteration 40F: 3 clusters Score -328777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -328778.406250 Penalty: 2821.604492
	Iteration 41Q: 3 clusters Score -328778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -328779.281250 Penalty: 2821.604492
	Iteration 42Q: 3 clusters Score -328779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -328779.625000 Penalty: 2821.604492
	Iteration 43Q: 3 clusters Score -328779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -328780.031250 Penalty: 2821.604492
	Iteration 44Q: 3 clusters Score -328780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -328780.031250 Penalty: 2821.604492
	Iteration 45F: 3 clusters Score -328780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -33470.652344 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -33470.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -32255.650391 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -32255.65 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32678.697266 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -32678.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33026.570312 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -33026.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -33339.082031 Penalty: 2122.061035
	Iteration 3F: 3 clusters Score -33339.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -33578.949219 Penalty: 2122.061035
	Iteration 4F: 3 clusters Score -33578.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -33767.871094 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -33767.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -33865.445312 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -33865.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -33925.488281 Penalty: 2122.061035
	Iteration 7Q: 3 clusters Score -33925.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -33952.542969 Penalty: 2122.061035
	Iteration 8Q: 3 clusters Score -33952.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -33971.296875 Penalty: 2122.061035
	Iteration 9Q: 3 clusters Score -33971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -33994.718750 Penalty: 2122.061035
	Iteration 10Q: 3 clusters Score -33994.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -34024.890625 Penalty: 2122.061035
	Iteration 11Q: 3 clusters Score -34024.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -34060.851562 Penalty: 2122.061035
	Iteration 12Q: 3 clusters Score -34060.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -34116.062500 Penalty: 2122.061035
	Iteration 13Q: 3 clusters Score -34116.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -34158.226562 Penalty: 2122.061035
	Iteration 14Q: 3 clusters Score -34158.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -34180.867188 Penalty: 2122.061035
	Iteration 15Q: 3 clusters Score -34180.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -34188.648438 Penalty: 2122.061035
	Iteration 16Q: 3 clusters Score -34188.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -34193.433594 Penalty: 2122.061035
	Iteration 17Q: 3 clusters Score -34193.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34194.664062 Penalty: 2122.061035
	Iteration 18Q: 3 clusters Score -34194.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -34197.906250 Penalty: 2122.061035
	Iteration 19F: 3 clusters Score -34197.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -34209.136719 Penalty: 2122.061035
	Iteration 20F: 3 clusters Score -34209.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -34213.796875 Penalty: 2122.061035
	Iteration 21Q: 3 clusters Score -34213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -34215.253906 Penalty: 2122.061035
	Iteration 22Q: 3 clusters Score -34215.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -34215.253906 Penalty: 2122.061035
	Iteration 23F: 3 clusters Score -34215.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 460 members 
Entering Unmasked Estep 
Score: -12699970.000000 Penalty: 76339.515625
Splitting cluster 27 changes total score from -12699966.000000 to -12699970.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (1251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Entering Unmasked Estep 
Score: -70130.546875 Penalty: 1158.901001
	Iteration 0F: 2 clusters Score -70130.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -68533.843750 Penalty: 2317.802002
	Iteration 0F: 3 clusters Score -68533.84 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -68844.289062 Penalty: 2317.802002
	Iteration 1F: 3 clusters Score -68844.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68942.937500 Penalty: 2317.802002
	Iteration 2F: 3 clusters Score -68942.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68980.726562 Penalty: 2317.802002
	Iteration 3Q: 3 clusters Score -68980.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69002.953125 Penalty: 2317.802002
	Iteration 4Q: 3 clusters Score -69002.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -69028.460938 Penalty: 2317.802002
	Iteration 5Q: 3 clusters Score -69028.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69054.429688 Penalty: 2317.802002
	Iteration 6Q: 3 clusters Score -69054.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -69078.625000 Penalty: 2317.802002
	Iteration 7Q: 3 clusters Score -69078.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -69100.781250 Penalty: 2317.802002
	Iteration 8Q: 3 clusters Score -69100.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69116.703125 Penalty: 2317.802002
	Iteration 9Q: 3 clusters Score -69116.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -69124.929688 Penalty: 2317.802002
	Iteration 10Q: 3 clusters Score -69124.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69128.179688 Penalty: 2317.802002
	Iteration 11Q: 3 clusters Score -69128.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69130.476562 Penalty: 2317.802002
	Iteration 12Q: 3 clusters Score -69130.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69134.812500 Penalty: 2317.802002
	Iteration 13Q: 3 clusters Score -69134.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69137.960938 Penalty: 2317.802002
	Iteration 14Q: 3 clusters Score -69137.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -69139.093750 Penalty: 2317.802002
	Iteration 15Q: 3 clusters Score -69139.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -69142.796875 Penalty: 2317.802002
	Iteration 16Q: 3 clusters Score -69142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69144.562500 Penalty: 2317.802002
	Iteration 17Q: 3 clusters Score -69144.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69145.578125 Penalty: 2317.802002
	Iteration 18Q: 3 clusters Score -69145.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69145.578125 Penalty: 2317.802002
	Iteration 19F: 3 clusters Score -69145.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Entering Unmasked Estep 
Score: -723760.875000 Penalty: 1528.793701
	Iteration 0F: 2 clusters Score -723760.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -715130.125000 Penalty: 3057.587402
	Iteration 0F: 3 clusters Score -715130.1 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -718183.937500 Penalty: 3057.587402
	Iteration 1F: 3 clusters Score -718183.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -718580.250000 Penalty: 3057.587402
	Iteration 2F: 3 clusters Score -718580.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -718984.500000 Penalty: 3057.587402
	Iteration 3F: 3 clusters Score -718984.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -719393.562500 Penalty: 3057.587402
	Iteration 4F: 3 clusters Score -719393.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -719824.812500 Penalty: 3057.587402
	Iteration 5F: 3 clusters Score -719824.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -720219.187500 Penalty: 3057.587402
	Iteration 6F: 3 clusters Score -720219.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -720582.312500 Penalty: 3057.587402
	Iteration 7F: 3 clusters Score -720582.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -720862.437500 Penalty: 3057.587402
	Iteration 8Q: 3 clusters Score -720862.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -721090.125000 Penalty: 3057.587402
	Iteration 9Q: 3 clusters Score -721090.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -721266.000000 Penalty: 3057.587402
	Iteration 10Q: 3 clusters Score -721266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -721389.250000 Penalty: 3057.587402
	Iteration 11Q: 3 clusters Score -721389.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -721526.687500 Penalty: 3057.587402
	Iteration 12Q: 3 clusters Score -721526.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -721676.062500 Penalty: 3057.587402
	Iteration 13Q: 3 clusters Score -721676.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -721814.812500 Penalty: 3057.587402
	Iteration 14Q: 3 clusters Score -721814.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -721947.125000 Penalty: 3057.587402
	Iteration 15Q: 3 clusters Score -721947.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -722091.437500 Penalty: 3057.587402
	Iteration 16Q: 3 clusters Score -722091.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -722212.437500 Penalty: 3057.587402
	Iteration 17Q: 3 clusters Score -722212.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -722342.062500 Penalty: 3057.587402
	Iteration 18Q: 3 clusters Score -722342.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -722437.312500 Penalty: 3057.587402
	Iteration 19Q: 3 clusters Score -722437.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -722519.187500 Penalty: 3057.587402
	Iteration 20F: 3 clusters Score -722519.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -722564.687500 Penalty: 3057.587402
	Iteration 21Q: 3 clusters Score -722564.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -722609.875000 Penalty: 3057.587402
	Iteration 22Q: 3 clusters Score -722609.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -722645.250000 Penalty: 3057.587402
	Iteration 23Q: 3 clusters Score -722645.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -722675.625000 Penalty: 3057.587402
	Iteration 24Q: 3 clusters Score -722675.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -722697.812500 Penalty: 3057.587402
	Iteration 25Q: 3 clusters Score -722697.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -722716.875000 Penalty: 3057.587402
	Iteration 26Q: 3 clusters Score -722716.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -722738.500000 Penalty: 3057.587402
	Iteration 27Q: 3 clusters Score -722738.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -722753.125000 Penalty: 3057.587402
	Iteration 28Q: 3 clusters Score -722753.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -722759.812500 Penalty: 3057.587402
	Iteration 29Q: 3 clusters Score -722759.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -722769.125000 Penalty: 3057.587402
	Iteration 30Q: 3 clusters Score -722769.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -722779.062500 Penalty: 3057.587402
	Iteration 31Q: 3 clusters Score -722779.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -722789.062500 Penalty: 3057.587402
	Iteration 32Q: 3 clusters Score -722789.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -722798.687500 Penalty: 3057.587402
	Iteration 33Q: 3 clusters Score -722798.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -722800.375000 Penalty: 3057.587402
	Iteration 34Q: 3 clusters Score -722800.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -722803.500000 Penalty: 3057.587402
	Iteration 35Q: 3 clusters Score -722803.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -722803.375000 Penalty: 3057.587402
	Iteration 36Q: 3 clusters Score -722803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -722806.312500 Penalty: 3057.587402
	Iteration 37Q: 3 clusters Score -722806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -722806.562500 Penalty: 3057.587402
	Iteration 38Q: 3 clusters Score -722806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -722807.125000 Penalty: 3057.587402
	Iteration 39Q: 3 clusters Score -722807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -722807.625000 Penalty: 3057.587402
	Iteration 40F: 3 clusters Score -722807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -722807.000000 Penalty: 3057.587402
	Iteration 41Q: 3 clusters Score -722807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -722806.812500 Penalty: 3057.587402
	Iteration 42Q: 3 clusters Score -722806.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -722806.812500 Penalty: 3057.587402
	Iteration 43F: 3 clusters Score -722806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -62858.988281 Penalty: 1151.050537
	Iteration 0F: 2 clusters Score -62858.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61311.726562 Penalty: 2302.101074
	Iteration 0F: 3 clusters Score -61311.73 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61629.062500 Penalty: 2302.101074
	Iteration 1F: 3 clusters Score -61629.06 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61766.035156 Penalty: 2302.101074
	Iteration 2F: 3 clusters Score -61766.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61881.261719 Penalty: 2302.101074
	Iteration 3F: 3 clusters Score -61881.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -62104.570312 Penalty: 2302.101074
	Iteration 4F: 3 clusters Score -62104.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -62533.187500 Penalty: 2302.101074
	Iteration 5F: 3 clusters Score -62533.19 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62799.722656 Penalty: 2302.101074
	Iteration 6F: 3 clusters Score -62799.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62922.183594 Penalty: 2302.101074
	Iteration 7F: 3 clusters Score -62922.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63010.468750 Penalty: 2302.101074
	Iteration 8Q: 3 clusters Score -63010.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63070.277344 Penalty: 2302.101074
	Iteration 9Q: 3 clusters Score -63070.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63127.109375 Penalty: 2302.101074
	Iteration 10Q: 3 clusters Score -63127.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63180.019531 Penalty: 2302.101074
	Iteration 11Q: 3 clusters Score -63180.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63267.445312 Penalty: 2302.101074
	Iteration 12Q: 3 clusters Score -63267.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63333.597656 Penalty: 2302.101074
	Iteration 13Q: 3 clusters Score -63333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63351.558594 Penalty: 2302.101074
	Iteration 14Q: 3 clusters Score -63351.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63353.652344 Penalty: 2302.101074
	Iteration 15Q: 3 clusters Score -63353.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63358.585938 Penalty: 2302.101074
	Iteration 16Q: 3 clusters Score -63358.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63362.175781 Penalty: 2302.101074
	Iteration 17Q: 3 clusters Score -63362.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63382.894531 Penalty: 2302.101074
	Iteration 18Q: 3 clusters Score -63382.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63425.207031 Penalty: 2302.101074
	Iteration 19Q: 3 clusters Score -63425.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63451.871094 Penalty: 2302.101074
	Iteration 20F: 3 clusters Score -63451.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63457.812500 Penalty: 2302.101074
	Iteration 21Q: 3 clusters Score -63457.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63457.812500 Penalty: 2302.101074
	Iteration 22F: 3 clusters Score -63457.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 921 members 
Mstep: Class 31 contains 14041 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 460 members 
Mstep: Class 39 contains 271 members 
Entering Unmasked Estep 
Score: -12699723.000000 Penalty: 78348.453125
Splitting cluster 30 changes total score from -12699966.000000 to -12699723.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -835913.500000 Penalty: 1551.832275
	Iteration 0F: 2 clusters Score -835913.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -826188.687500 Penalty: 3103.664551
	Iteration 0F: 3 clusters Score -826188.7 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -829708.062500 Penalty: 3103.664551
	Iteration 1F: 3 clusters Score -829708.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -830157.875000 Penalty: 3103.664551
	Iteration 2F: 3 clusters Score -830157.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -830594.375000 Penalty: 3103.664551
	Iteration 3F: 3 clusters Score -830594.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -831076.750000 Penalty: 3103.664551
	Iteration 4F: 3 clusters Score -831076.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -831718.437500 Penalty: 3103.664551
	Iteration 5F: 3 clusters Score -831718.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -832599.750000 Penalty: 3103.664551
	Iteration 6F: 3 clusters Score -832599.8 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -833577.812500 Penalty: 3103.664551
	Iteration 7F: 3 clusters Score -833577.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -834398.875000 Penalty: 3103.664551
	Iteration 8F: 3 clusters Score -834398.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -834875.187500 Penalty: 3103.664551
	Iteration 9F: 3 clusters Score -834875.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -835159.250000 Penalty: 3103.664551
	Iteration 10Q: 3 clusters Score -835159.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -835327.937500 Penalty: 3103.664551
	Iteration 11Q: 3 clusters Score -835327.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -835443.437500 Penalty: 3103.664551
	Iteration 12Q: 3 clusters Score -835443.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -835525.812500 Penalty: 3103.664551
	Iteration 13Q: 3 clusters Score -835525.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -835585.562500 Penalty: 3103.664551
	Iteration 14Q: 3 clusters Score -835585.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -835636.312500 Penalty: 3103.664551
	Iteration 15Q: 3 clusters Score -835636.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -835687.750000 Penalty: 3103.664551
	Iteration 16Q: 3 clusters Score -835687.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -835748.000000 Penalty: 3103.664551
	Iteration 17Q: 3 clusters Score -835748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -835816.500000 Penalty: 3103.664551
	Iteration 18Q: 3 clusters Score -835816.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -835885.187500 Penalty: 3103.664551
	Iteration 19Q: 3 clusters Score -835885.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -835946.000000 Penalty: 3103.664551
	Iteration 20F: 3 clusters Score -835946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -836001.812500 Penalty: 3103.664551
	Iteration 21Q: 3 clusters Score -836001.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -836062.812500 Penalty: 3103.664551
	Iteration 22Q: 3 clusters Score -836062.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -836139.937500 Penalty: 3103.664551
	Iteration 23Q: 3 clusters Score -836139.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -836196.937500 Penalty: 3103.664551
	Iteration 24Q: 3 clusters Score -836196.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -836313.437500 Penalty: 3103.664551
	Iteration 25Q: 3 clusters Score -836313.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -836421.562500 Penalty: 3103.664551
	Iteration 26Q: 3 clusters Score -836421.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -836467.000000 Penalty: 3103.664551
	Iteration 27Q: 3 clusters Score -836467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -836488.250000 Penalty: 3103.664551
	Iteration 28Q: 3 clusters Score -836488.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -836492.750000 Penalty: 3103.664551
	Iteration 29Q: 3 clusters Score -836492.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -836497.750000 Penalty: 3103.664551
	Iteration 30Q: 3 clusters Score -836497.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -836499.312500 Penalty: 3103.664551
	Iteration 31Q: 3 clusters Score -836499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -836499.687500 Penalty: 3103.664551
	Iteration 32Q: 3 clusters Score -836499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -836499.562500 Penalty: 3103.664551
	Iteration 33Q: 3 clusters Score -836499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -836499.312500 Penalty: 3103.664551
	Iteration 34Q: 3 clusters Score -836499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -836499.312500 Penalty: 3103.664551
	Iteration 35F: 3 clusters Score -836499.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 1114 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 7479 members 
Mstep: Class 38 contains 460 members 
Mstep: Class 39 contains 12927 members 
Entering Unmasked Estep 
Score: -12700095.000000 Penalty: 78348.453125
Splitting cluster 31 changes total score from -12699966.000000 to -12700095.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -251755.671875 Penalty: 1366.706055
	Iteration 0F: 2 clusters Score -251755.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -248124.593750 Penalty: 2733.412109
	Iteration 0F: 3 clusters Score -248124.6 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -249093.125000 Penalty: 2733.412109
	Iteration 1F: 3 clusters Score -249093.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -249246.687500 Penalty: 2733.412109
	Iteration 2F: 3 clusters Score -249246.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -249346.328125 Penalty: 2733.412109
	Iteration 3Q: 3 clusters Score -249346.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -249444.296875 Penalty: 2733.412109
	Iteration 4Q: 3 clusters Score -249444.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -249528.968750 Penalty: 2733.412109
	Iteration 5Q: 3 clusters Score -249529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -249596.765625 Penalty: 2733.412109
	Iteration 6Q: 3 clusters Score -249596.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -249661.187500 Penalty: 2733.412109
	Iteration 7Q: 3 clusters Score -249661.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -249729.578125 Penalty: 2733.412109
	Iteration 8Q: 3 clusters Score -249729.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -249798.078125 Penalty: 2733.412109
	Iteration 9Q: 3 clusters Score -249798.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -249869.203125 Penalty: 2733.412109
	Iteration 10Q: 3 clusters Score -249869.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -249950.343750 Penalty: 2733.412109
	Iteration 11Q: 3 clusters Score -249950.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -250049.765625 Penalty: 2733.412109
	Iteration 12Q: 3 clusters Score -250049.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -250132.546875 Penalty: 2733.412109
	Iteration 13Q: 3 clusters Score -250132.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -250216.312500 Penalty: 2733.412109
	Iteration 14Q: 3 clusters Score -250216.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -250290.281250 Penalty: 2733.412109
	Iteration 15Q: 3 clusters Score -250290.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -250346.593750 Penalty: 2733.412109
	Iteration 16Q: 3 clusters Score -250346.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -250395.843750 Penalty: 2733.412109
	Iteration 17Q: 3 clusters Score -250395.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -250442.203125 Penalty: 2733.412109
	Iteration 18Q: 3 clusters Score -250442.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -250476.109375 Penalty: 2733.412109
	Iteration 19Q: 3 clusters Score -250476.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -250508.250000 Penalty: 2733.412109
	Iteration 20F: 3 clusters Score -250508.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -250533.515625 Penalty: 2733.412109
	Iteration 21Q: 3 clusters Score -250533.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -250547.421875 Penalty: 2733.412109
	Iteration 22Q: 3 clusters Score -250547.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -250557.656250 Penalty: 2733.412109
	Iteration 23Q: 3 clusters Score -250557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -250568.703125 Penalty: 2733.412109
	Iteration 24Q: 3 clusters Score -250568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -250572.546875 Penalty: 2733.412109
	Iteration 25Q: 3 clusters Score -250572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -250575.906250 Penalty: 2733.412109
	Iteration 26Q: 3 clusters Score -250575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -250583.062500 Penalty: 2733.412109
	Iteration 27Q: 3 clusters Score -250583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -250589.750000 Penalty: 2733.412109
	Iteration 28Q: 3 clusters Score -250589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -250593.203125 Penalty: 2733.412109
	Iteration 29Q: 3 clusters Score -250593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -250595.156250 Penalty: 2733.412109
	Iteration 30Q: 3 clusters Score -250595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -250596.343750 Penalty: 2733.412109
	Iteration 31Q: 3 clusters Score -250596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -250596.343750 Penalty: 2733.412109
	Iteration 32F: 3 clusters Score -250596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -32665.255859 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -32665.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31503.488281 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -31503.49 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31720.187500 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -31720.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31776.439453 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -31776.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31795.832031 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -31795.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31801.183594 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -31801.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31805.757812 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -31805.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31810.658203 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -31810.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31813.005859 Penalty: 2069.102783
	Iteration 7Q: 3 clusters Score -31813.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31813.005859 Penalty: 2069.102783
	Iteration 8F: 3 clusters Score -31813.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -116125.585938 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -116125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -114014.796875 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -114014.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -114512.828125 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -114512.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -114655.656250 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -114655.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -114736.179688 Penalty: 2476.888428
	Iteration 3F: 3 clusters Score -114736.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -114788.671875 Penalty: 2476.888428
	Iteration 4Q: 3 clusters Score -114788.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114835.460938 Penalty: 2476.888428
	Iteration 5Q: 3 clusters Score -114835.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -114866.093750 Penalty: 2476.888428
	Iteration 6Q: 3 clusters Score -114866.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -114906.812500 Penalty: 2476.888428
	Iteration 7Q: 3 clusters Score -114906.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114942.953125 Penalty: 2476.888428
	Iteration 8Q: 3 clusters Score -114943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -114991.054688 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -114991.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115035.898438 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -115035.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -115070.804688 Penalty: 2476.888428
	Iteration 11Q: 3 clusters Score -115070.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -115092.992188 Penalty: 2476.888428
	Iteration 12Q: 3 clusters Score -115093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115110.882812 Penalty: 2476.888428
	Iteration 13Q: 3 clusters Score -115110.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -115129.914062 Penalty: 2476.888428
	Iteration 14Q: 3 clusters Score -115129.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -115145.882812 Penalty: 2476.888428
	Iteration 15Q: 3 clusters Score -115145.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115161.000000 Penalty: 2476.888428
	Iteration 16Q: 3 clusters Score -115161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -115179.367188 Penalty: 2476.888428
	Iteration 17Q: 3 clusters Score -115179.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115197.046875 Penalty: 2476.888428
	Iteration 18Q: 3 clusters Score -115197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115211.406250 Penalty: 2476.888428
	Iteration 19Q: 3 clusters Score -115211.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -115239.101562 Penalty: 2476.888428
	Iteration 20F: 3 clusters Score -115239.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -115255.203125 Penalty: 2476.888428
	Iteration 21Q: 3 clusters Score -115255.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115270.703125 Penalty: 2476.888428
	Iteration 22Q: 3 clusters Score -115270.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115282.515625 Penalty: 2476.888428
	Iteration 23Q: 3 clusters Score -115282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115291.882812 Penalty: 2476.888428
	Iteration 24Q: 3 clusters Score -115291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -115302.015625 Penalty: 2476.888428
	Iteration 25Q: 3 clusters Score -115302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115312.125000 Penalty: 2476.888428
	Iteration 26Q: 3 clusters Score -115312.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115325.531250 Penalty: 2476.888428
	Iteration 27Q: 3 clusters Score -115325.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115340.664062 Penalty: 2476.888428
	Iteration 28Q: 3 clusters Score -115340.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -115349.242188 Penalty: 2476.888428
	Iteration 29Q: 3 clusters Score -115349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115352.781250 Penalty: 2476.888428
	Iteration 30Q: 3 clusters Score -115352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -115353.203125 Penalty: 2476.888428
	Iteration 31Q: 3 clusters Score -115353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115353.820312 Penalty: 2476.888428
	Iteration 32Q: 3 clusters Score -115353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -115354.132812 Penalty: 2476.888428
	Iteration 33Q: 3 clusters Score -115354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115355.554688 Penalty: 2476.888428
	Iteration 34Q: 3 clusters Score -115355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115357.015625 Penalty: 2476.888428
	Iteration 35Q: 3 clusters Score -115357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115359.539062 Penalty: 2476.888428
	Iteration 36Q: 3 clusters Score -115359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115361.218750 Penalty: 2476.888428
	Iteration 37Q: 3 clusters Score -115361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115363.976562 Penalty: 2476.888428
	Iteration 38Q: 3 clusters Score -115364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115367.539062 Penalty: 2476.888428
	Iteration 39Q: 3 clusters Score -115367.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115369.648438 Penalty: 2476.888428
	Iteration 40F: 3 clusters Score -115369.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115369.773438 Penalty: 2476.888428
	Iteration 41Q: 3 clusters Score -115369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115370.187500 Penalty: 2476.888428
	Iteration 42Q: 3 clusters Score -115370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -115371.734375 Penalty: 2476.888428
	Iteration 43Q: 3 clusters Score -115371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115374.585938 Penalty: 2476.888428
	Iteration 44Q: 3 clusters Score -115374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -115377.218750 Penalty: 2476.888428
	Iteration 45Q: 3 clusters Score -115377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -115378.320312 Penalty: 2476.888428
	Iteration 46Q: 3 clusters Score -115378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115379.679688 Penalty: 2476.888428
	Iteration 47Q: 3 clusters Score -115379.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -115384.281250 Penalty: 2476.888428
	Iteration 48Q: 3 clusters Score -115384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -115389.031250 Penalty: 2476.888428
	Iteration 49Q: 3 clusters Score -115389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115391.234375 Penalty: 2476.888428
	Iteration 50Q: 3 clusters Score -115391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115392.335938 Penalty: 2476.888428
	Iteration 51Q: 3 clusters Score -115392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -115393.656250 Penalty: 2476.888428
	Iteration 52Q: 3 clusters Score -115393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -115395.414062 Penalty: 2476.888428
	Iteration 53Q: 3 clusters Score -115395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115395.679688 Penalty: 2476.888428
	Iteration 54Q: 3 clusters Score -115395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -115395.679688 Penalty: 2476.888428
	Iteration 55F: 3 clusters Score -115395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -110016.453125 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -110016.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -107950.726562 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -107950.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108457.578125 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -108457.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -108588.992188 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -108589 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108679.476562 Penalty: 2471.590820
	Iteration 3Q: 3 clusters Score -108679.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -108754.648438 Penalty: 2471.590820
	Iteration 4Q: 3 clusters Score -108754.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -108846.804688 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -108846.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108963.695312 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -108963.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -109087.070312 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -109087.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -109209.945312 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -109209.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -109320.773438 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -109320.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -109363.562500 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -109363.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109382.640625 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -109382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -109393.500000 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -109393.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -109404.375000 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -109404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -109408.093750 Penalty: 2471.590820
	Iteration 14Q: 3 clusters Score -109408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -109410.710938 Penalty: 2471.590820
	Iteration 15Q: 3 clusters Score -109410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -109411.914062 Penalty: 2471.590820
	Iteration 16Q: 3 clusters Score -109411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -109412.117188 Penalty: 2471.590820
	Iteration 17Q: 3 clusters Score -109412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -109412.437500 Penalty: 2471.590820
	Iteration 18Q: 3 clusters Score -109412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -109412.437500 Penalty: 2471.590820
	Iteration 19F: 3 clusters Score -109412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 11406 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 5683 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 752 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 15763 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9474 members 
Mstep: Class 23 contains 19076 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 4006 members 
Mstep: Class 26 contains 5895 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12185 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 1114 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700975.000000 Penalty: 78348.453125
Iteration 79Q: 40 clusters Score -1.270098e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 11415 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26192 members 
Mstep: Class 5 contains 13303 members 
Mstep: Class 6 contains 972 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 746 members 
Mstep: Class 12 contains 3037 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 15740 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 9730 members 
Mstep: Class 23 contains 19096 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 5901 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12229 members 
Mstep: Class 30 contains 1189 members 
Mstep: Class 31 contains 1147 members 
Mstep: Class 32 contains 4495 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 2044 members 
Mstep: Class 35 contains 2011 members 
Mstep: Class 36 contains 2743 members 
Mstep: Class 37 contains 7169 members 
Mstep: Class 38 contains 461 members 
Mstep: Class 39 contains 12737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701720.000000 Penalty: 78348.453125
Iteration 80F: 40 clusters Score -1.270172e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 11402 members 
Mstep: Class 3 contains 1189 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 983 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 3281 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 15726 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 1256 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 9649 members 
Mstep: Class 23 contains 19009 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 4014 members 
Mstep: Class 26 contains 5904 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12219 members 
Mstep: Class 30 contains 1169 members 
Mstep: Class 31 contains 1161 members 
Mstep: Class 32 contains 4495 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 2043 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 2956 members 
Mstep: Class 37 contains 7143 members 
Mstep: Class 38 contains 482 members 
Mstep: Class 39 contains 12729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702121.000000 Penalty: 78348.453125
Iteration 81Q: 40 clusters Score -1.270212e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1188 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 13297 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 3290 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 15714 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 9559 members 
Mstep: Class 23 contains 18943 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 4013 members 
Mstep: Class 26 contains 5908 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12220 members 
Mstep: Class 30 contains 1147 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 2045 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 3138 members 
Mstep: Class 37 contains 7109 members 
Mstep: Class 38 contains 503 members 
Mstep: Class 39 contains 12683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702304.000000 Penalty: 78348.453125
Iteration 82Q: 40 clusters Score -1.27023e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1187 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 13291 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 5682 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 15705 members 
Mstep: Class 17 contains 2492 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 20 contains 1378 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9526 members 
Mstep: Class 23 contains 18884 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 5909 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12228 members 
Mstep: Class 30 contains 1132 members 
Mstep: Class 31 contains 1205 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 2045 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 3264 members 
Mstep: Class 37 contains 7072 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 12620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702474.000000 Penalty: 78348.453125
Iteration 83Q: 40 clusters Score -1.270247e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 13291 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 739 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 15696 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9485 members 
Mstep: Class 23 contains 18830 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4009 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12236 members 
Mstep: Class 30 contains 1119 members 
Mstep: Class 31 contains 1216 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 2042 members 
Mstep: Class 35 contains 1989 members 
Mstep: Class 36 contains 3362 members 
Mstep: Class 37 contains 7050 members 
Mstep: Class 38 contains 529 members 
Mstep: Class 39 contains 12584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702530.000000 Penalty: 78348.453125
Iteration 84Q: 40 clusters Score -1.270253e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26023 members 
Mstep: Class 5 contains 13289 members 
Mstep: Class 6 contains 1013 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 15690 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 9457 members 
Mstep: Class 23 contains 18781 members 
Mstep: Class 24 contains 3749 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 5914 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12240 members 
Mstep: Class 30 contains 1108 members 
Mstep: Class 31 contains 1229 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 2039 members 
Mstep: Class 35 contains 1988 members 
Mstep: Class 36 contains 3434 members 
Mstep: Class 37 contains 7036 members 
Mstep: Class 38 contains 539 members 
Mstep: Class 39 contains 12558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702611.000000 Penalty: 78348.453125
Iteration 85Q: 40 clusters Score -1.270261e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26022 members 
Mstep: Class 5 contains 13287 members 
Mstep: Class 6 contains 1019 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 741 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 3318 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 15685 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 9434 members 
Mstep: Class 23 contains 18733 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 4012 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12237 members 
Mstep: Class 30 contains 1100 members 
Mstep: Class 31 contains 1241 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 2039 members 
Mstep: Class 35 contains 1987 members 
Mstep: Class 36 contains 3483 members 
Mstep: Class 37 contains 7021 members 
Mstep: Class 38 contains 548 members 
Mstep: Class 39 contains 12539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702659.000000 Penalty: 78348.453125
Iteration 86Q: 40 clusters Score -1.270266e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26028 members 
Mstep: Class 5 contains 13283 members 
Mstep: Class 6 contains 1021 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 15684 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 23 contains 18689 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12235 members 
Mstep: Class 30 contains 1098 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 2040 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 3524 members 
Mstep: Class 37 contains 7002 members 
Mstep: Class 38 contains 550 members 
Mstep: Class 39 contains 12509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702735.000000 Penalty: 78348.453125
Iteration 87Q: 40 clusters Score -1.270274e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26035 members 
Mstep: Class 5 contains 13281 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 3050 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 15682 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 4145 members 
Mstep: Class 22 contains 9425 members 
Mstep: Class 23 contains 18641 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12233 members 
Mstep: Class 30 contains 1095 members 
Mstep: Class 31 contains 1274 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 1994 members 
Mstep: Class 36 contains 3566 members 
Mstep: Class 37 contains 6978 members 
Mstep: Class 38 contains 553 members 
Mstep: Class 39 contains 12472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702814.000000 Penalty: 78348.453125
Iteration 88Q: 40 clusters Score -1.270281e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 9436 members 
Mstep: Class 23 contains 18587 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 5929 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12228 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1289 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 1993 members 
Mstep: Class 36 contains 3596 members 
Mstep: Class 37 contains 6960 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702810.000000 Penalty: 78348.453125
Iteration 89Q: 40 clusters Score -1.270281e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26048 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 9446 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12221 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1300 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 1993 members 
Mstep: Class 36 contains 3616 members 
Mstep: Class 37 contains 6947 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702877.000000 Penalty: 78348.453125
Iteration 90Q: 40 clusters Score -1.270288e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 11400 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26050 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3064 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 9448 members 
Mstep: Class 23 contains 18503 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 5935 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12225 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1308 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 3642 members 
Mstep: Class 37 contains 6933 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702917.000000 Penalty: 78348.453125
Iteration 91Q: 40 clusters Score -1.270292e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26046 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3066 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 4141 members 
Mstep: Class 22 contains 9461 members 
Mstep: Class 23 contains 18464 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4010 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12227 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1312 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2037 members 
Mstep: Class 35 contains 1994 members 
Mstep: Class 36 contains 3666 members 
Mstep: Class 37 contains 6918 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702922.000000 Penalty: 78348.453125
Iteration 92Q: 40 clusters Score -1.270292e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1790 members 
Mstep: Class 21 contains 4140 members 
Mstep: Class 22 contains 9469 members 
Mstep: Class 23 contains 18432 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4012 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1313 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1996 members 
Mstep: Class 36 contains 3679 members 
Mstep: Class 37 contains 6905 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702997.000000 Penalty: 78348.453125
Iteration 93Q: 40 clusters Score -1.2703e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26044 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11136 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1818 members 
Mstep: Class 21 contains 4141 members 
Mstep: Class 22 contains 9471 members 
Mstep: Class 23 contains 18398 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4014 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1318 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1998 members 
Mstep: Class 36 contains 3687 members 
Mstep: Class 37 contains 6903 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703017.000000 Penalty: 78348.453125
Iteration 94Q: 40 clusters Score -1.270302e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 3517 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 4143 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18372 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12222 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1323 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1999 members 
Mstep: Class 36 contains 3691 members 
Mstep: Class 37 contains 6897 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703013.000000 Penalty: 78348.453125
Iteration 95Q: 40 clusters Score -1.270301e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26038 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3508 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1877 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 9483 members 
Mstep: Class 23 contains 18346 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4020 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12226 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1324 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 3698 members 
Mstep: Class 37 contains 6886 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703002.000000 Penalty: 78348.453125
Iteration 96Q: 40 clusters Score -1.2703e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 11398 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 3343 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 4145 members 
Mstep: Class 22 contains 9479 members 
Mstep: Class 23 contains 18325 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12225 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1993 members 
Mstep: Class 36 contains 3700 members 
Mstep: Class 37 contains 6876 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703032.000000 Penalty: 78348.453125
Iteration 97Q: 40 clusters Score -1.270303e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 3089 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 4146 members 
Mstep: Class 22 contains 9475 members 
Mstep: Class 23 contains 18307 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4021 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12222 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 3706 members 
Mstep: Class 37 contains 6866 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703080.000000 Penalty: 78348.453125
Iteration 98Q: 40 clusters Score -1.270308e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 11397 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 9476 members 
Mstep: Class 23 contains 18293 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4022 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12220 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 3710 members 
Mstep: Class 37 contains 6851 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703093.000000 Penalty: 78348.453125
Iteration 99Q: 40 clusters Score -1.270309e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26046 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3472 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 3365 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 4144 members 
Mstep: Class 22 contains 9479 members 
Mstep: Class 23 contains 18282 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4024 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12211 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2035 members 
Mstep: Class 35 contains 1994 members 
Mstep: Class 36 contains 3715 members 
Mstep: Class 37 contains 6836 members 
Mstep: Class 38 contains 555 members 
Mstep: Class 39 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703086.000000 Penalty: 78348.453125
Iteration 100F: 40 clusters Score -1.270309e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3466 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 4147 members 
Mstep: Class 22 contains 9485 members 
Mstep: Class 23 contains 18271 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4027 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12212 members 
Mstep: Class 30 contains 1093 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1985 members 
Mstep: Class 36 contains 3717 members 
Mstep: Class 37 contains 6823 members 
Mstep: Class 38 contains 556 members 
Mstep: Class 39 contains 12276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703128.000000 Penalty: 78348.453125
Iteration 101Q: 40 clusters Score -1.270313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26035 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 9491 members 
Mstep: Class 23 contains 18261 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12211 members 
Mstep: Class 30 contains 1089 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1975 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 6812 members 
Mstep: Class 38 contains 560 members 
Mstep: Class 39 contains 12274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703159.000000 Penalty: 78348.453125
Iteration 102Q: 40 clusters Score -1.270316e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26031 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9493 members 
Mstep: Class 23 contains 18258 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4030 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12206 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 3725 members 
Mstep: Class 37 contains 6801 members 
Mstep: Class 38 contains 564 members 
Mstep: Class 39 contains 12272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703172.000000 Penalty: 78348.453125
Iteration 103Q: 40 clusters Score -1.270317e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26031 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 9492 members 
Mstep: Class 23 contains 18253 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4030 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12203 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1968 members 
Mstep: Class 36 contains 3730 members 
Mstep: Class 37 contains 6793 members 
Mstep: Class 38 contains 567 members 
Mstep: Class 39 contains 12272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703164.000000 Penalty: 78348.453125
Iteration 104Q: 40 clusters Score -1.270316e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26030 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3440 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 732 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3393 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 9490 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4029 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12198 members 
Mstep: Class 30 contains 1082 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 3736 members 
Mstep: Class 37 contains 6788 members 
Mstep: Class 38 contains 567 members 
Mstep: Class 39 contains 12271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703149.000000 Penalty: 78348.453125
Iteration 105Q: 40 clusters Score -1.270315e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3435 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3397 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9491 members 
Mstep: Class 23 contains 18246 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12196 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 1963 members 
Mstep: Class 36 contains 3741 members 
Mstep: Class 37 contains 6784 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703151.000000 Penalty: 78348.453125
Iteration 106Q: 40 clusters Score -1.270315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26025 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 734 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9490 members 
Mstep: Class 23 contains 18243 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4031 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12192 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2034 members 
Mstep: Class 35 contains 1954 members 
Mstep: Class 36 contains 3749 members 
Mstep: Class 37 contains 6777 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703192.000000 Penalty: 78348.453125
Iteration 107Q: 40 clusters Score -1.270319e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3430 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9490 members 
Mstep: Class 23 contains 18240 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12188 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2033 members 
Mstep: Class 35 contains 1942 members 
Mstep: Class 36 contains 3751 members 
Mstep: Class 37 contains 6771 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703208.000000 Penalty: 78348.453125
Iteration 108Q: 40 clusters Score -1.270321e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26028 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 4148 members 
Mstep: Class 22 contains 9487 members 
Mstep: Class 23 contains 18237 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12187 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2031 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 3752 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703212.000000 Penalty: 78348.453125
Iteration 109Q: 40 clusters Score -1.270321e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 3421 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 4149 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18235 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12186 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2028 members 
Mstep: Class 35 contains 1926 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703231.000000 Penalty: 78348.453125
Iteration 110Q: 40 clusters Score -1.270323e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 13280 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 759 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 2539 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 9477 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 4054 members 
Mstep: Class 26 contains 5935 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12190 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1918 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 6769 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703238.000000 Penalty: 78348.453125
Iteration 111Q: 40 clusters Score -1.270324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 9478 members 
Mstep: Class 23 contains 18229 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 4057 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12188 members 
Mstep: Class 30 contains 1081 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1913 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 6766 members 
Mstep: Class 38 contains 567 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703256.000000 Penalty: 78348.453125
Iteration 112Q: 40 clusters Score -1.270326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26030 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 9478 members 
Mstep: Class 23 contains 18228 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12182 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 6765 members 
Mstep: Class 38 contains 568 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703266.000000 Penalty: 78348.453125
Iteration 113Q: 40 clusters Score -1.270327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26031 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 9478 members 
Mstep: Class 23 contains 18224 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12177 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 570 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703271.000000 Penalty: 78348.453125
Iteration 114Q: 40 clusters Score -1.270327e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26035 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 4150 members 
Mstep: Class 22 contains 9476 members 
Mstep: Class 23 contains 18224 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12172 members 
Mstep: Class 30 contains 1078 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 571 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703267.000000 Penalty: 78348.453125
Iteration 115Q: 40 clusters Score -1.270327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26037 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9477 members 
Mstep: Class 23 contains 18222 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12166 members 
Mstep: Class 30 contains 1077 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 3754 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 572 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703282.000000 Penalty: 78348.453125
Iteration 116Q: 40 clusters Score -1.270328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3470 members 
Mstep: Class 15 contains 2547 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9477 members 
Mstep: Class 23 contains 18219 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12162 members 
Mstep: Class 30 contains 1077 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1901 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6763 members 
Mstep: Class 38 contains 573 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703286.000000 Penalty: 78348.453125
Iteration 117Q: 40 clusters Score -1.270329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26039 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9478 members 
Mstep: Class 23 contains 18217 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12159 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1899 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703276.000000 Penalty: 78348.453125
Iteration 118Q: 40 clusters Score -1.270328e+07 nChanged 22
Entering ConstructFrom: 
Score: -12703276.000000 Penalty: 78348.453125
Entering ConstructFrom: 
Trying to split cluster 1 (27690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Entering Unmasked Estep 
Score: -1615689.750000 Penalty: 1662.184326
	Iteration 0F: 2 clusters Score -1615690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1597148.875000 Penalty: 3324.368652
	Iteration 0F: 3 clusters Score -1597149 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1604508.625000 Penalty: 3324.368652
	Iteration 1F: 3 clusters Score -1604509 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1605281.625000 Penalty: 3324.368652
	Iteration 2F: 3 clusters Score -1605282 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1606158.875000 Penalty: 3324.368652
	Iteration 3F: 3 clusters Score -1606159 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1607130.125000 Penalty: 3324.368652
	Iteration 4F: 3 clusters Score -1607130 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1608182.750000 Penalty: 3324.368652
	Iteration 5F: 3 clusters Score -1608183 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1609274.500000 Penalty: 3324.368652
	Iteration 6F: 3 clusters Score -1609274 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1610374.375000 Penalty: 3324.368652
	Iteration 7F: 3 clusters Score -1610374 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1611342.125000 Penalty: 3324.368652
	Iteration 8F: 3 clusters Score -1611342 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1612053.750000 Penalty: 3324.368652
	Iteration 9Q: 3 clusters Score -1612054 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1612511.750000 Penalty: 3324.368652
	Iteration 10Q: 3 clusters Score -1612512 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1612757.750000 Penalty: 3324.368652
	Iteration 11Q: 3 clusters Score -1612758 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1612889.125000 Penalty: 3324.368652
	Iteration 12Q: 3 clusters Score -1612889 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1612978.750000 Penalty: 3324.368652
	Iteration 13Q: 3 clusters Score -1612979 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1613039.125000 Penalty: 3324.368652
	Iteration 14Q: 3 clusters Score -1613039 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1613084.125000 Penalty: 3324.368652
	Iteration 15Q: 3 clusters Score -1613084 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1613121.375000 Penalty: 3324.368652
	Iteration 16Q: 3 clusters Score -1613121 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1613175.625000 Penalty: 3324.368652
	Iteration 17Q: 3 clusters Score -1613176 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1613210.000000 Penalty: 3324.368652
	Iteration 18Q: 3 clusters Score -1613210 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1613248.250000 Penalty: 3324.368652
	Iteration 19Q: 3 clusters Score -1613248 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1613280.375000 Penalty: 3324.368652
	Iteration 20F: 3 clusters Score -1613280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1613327.250000 Penalty: 3324.368652
	Iteration 21Q: 3 clusters Score -1613327 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1613367.750000 Penalty: 3324.368652
	Iteration 22Q: 3 clusters Score -1613368 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1613409.750000 Penalty: 3324.368652
	Iteration 23Q: 3 clusters Score -1613410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1613451.500000 Penalty: 3324.368652
	Iteration 24Q: 3 clusters Score -1613452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1613489.000000 Penalty: 3324.368652
	Iteration 25Q: 3 clusters Score -1613489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1613545.000000 Penalty: 3324.368652
	Iteration 26Q: 3 clusters Score -1613545 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1613590.250000 Penalty: 3324.368652
	Iteration 27Q: 3 clusters Score -1613590 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1613634.875000 Penalty: 3324.368652
	Iteration 28Q: 3 clusters Score -1613635 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1613672.250000 Penalty: 3324.368652
	Iteration 29Q: 3 clusters Score -1613672 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1613711.125000 Penalty: 3324.368652
	Iteration 30Q: 3 clusters Score -1613711 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1613755.875000 Penalty: 3324.368652
	Iteration 31Q: 3 clusters Score -1613756 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1613789.875000 Penalty: 3324.368652
	Iteration 32Q: 3 clusters Score -1613790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1613834.875000 Penalty: 3324.368652
	Iteration 33Q: 3 clusters Score -1613835 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1613859.625000 Penalty: 3324.368652
	Iteration 34Q: 3 clusters Score -1613860 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1613917.375000 Penalty: 3324.368652
	Iteration 35Q: 3 clusters Score -1613917 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1613973.500000 Penalty: 3324.368652
	Iteration 36Q: 3 clusters Score -1613974 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1614024.375000 Penalty: 3324.368652
	Iteration 37Q: 3 clusters Score -1614024 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1614102.375000 Penalty: 3324.368652
	Iteration 38Q: 3 clusters Score -1614102 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1614182.000000 Penalty: 3324.368652
	Iteration 39Q: 3 clusters Score -1614182 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1614305.000000 Penalty: 3324.368652
	Iteration 40F: 3 clusters Score -1614305 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1614463.375000 Penalty: 3324.368652
	Iteration 41Q: 3 clusters Score -1614463 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1614684.000000 Penalty: 3324.368652
	Iteration 42Q: 3 clusters Score -1614684 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1614936.125000 Penalty: 3324.368652
	Iteration 43Q: 3 clusters Score -1614936 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1615153.250000 Penalty: 3324.368652
	Iteration 44Q: 3 clusters Score -1615153 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1615292.250000 Penalty: 3324.368652
	Iteration 45Q: 3 clusters Score -1615292 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1615428.750000 Penalty: 3324.368652
	Iteration 46Q: 3 clusters Score -1615429 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1615516.875000 Penalty: 3324.368652
	Iteration 47Q: 3 clusters Score -1615517 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1615568.500000 Penalty: 3324.368652
	Iteration 48Q: 3 clusters Score -1615568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1615611.000000 Penalty: 3324.368652
	Iteration 49Q: 3 clusters Score -1615611 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1615643.750000 Penalty: 3324.368652
	Iteration 50Q: 3 clusters Score -1615644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1615664.000000 Penalty: 3324.368652
	Iteration 51Q: 3 clusters Score -1615664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1615696.375000 Penalty: 3324.368652
	Iteration 52Q: 3 clusters Score -1615696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1615721.875000 Penalty: 3324.368652
	Iteration 53Q: 3 clusters Score -1615722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1615738.500000 Penalty: 3324.368652
	Iteration 54Q: 3 clusters Score -1615738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1615748.625000 Penalty: 3324.368652
	Iteration 55Q: 3 clusters Score -1615749 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1615761.000000 Penalty: 3324.368652
	Iteration 56Q: 3 clusters Score -1615761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1615771.750000 Penalty: 3324.368652
	Iteration 57Q: 3 clusters Score -1615772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1615779.500000 Penalty: 3324.368652
	Iteration 58Q: 3 clusters Score -1615780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1615790.250000 Penalty: 3324.368652
	Iteration 59Q: 3 clusters Score -1615790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1615798.750000 Penalty: 3324.368652
	Iteration 60F: 3 clusters Score -1615799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1615806.625000 Penalty: 3324.368652
	Iteration 61Q: 3 clusters Score -1615807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1615813.750000 Penalty: 3324.368652
	Iteration 62Q: 3 clusters Score -1615814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1615817.125000 Penalty: 3324.368652
	Iteration 63Q: 3 clusters Score -1615817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1615825.125000 Penalty: 3324.368652
	Iteration 64Q: 3 clusters Score -1615825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1615828.125000 Penalty: 3324.368652
	Iteration 65Q: 3 clusters Score -1615828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1615837.625000 Penalty: 3324.368652
	Iteration 66Q: 3 clusters Score -1615838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1615843.875000 Penalty: 3324.368652
	Iteration 67Q: 3 clusters Score -1615844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1615851.250000 Penalty: 3324.368652
	Iteration 68Q: 3 clusters Score -1615851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1615855.125000 Penalty: 3324.368652
	Iteration 69Q: 3 clusters Score -1615855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1615859.875000 Penalty: 3324.368652
	Iteration 70Q: 3 clusters Score -1615860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1615862.625000 Penalty: 3324.368652
	Iteration 71Q: 3 clusters Score -1615863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1615867.375000 Penalty: 3324.368652
	Iteration 72Q: 3 clusters Score -1615867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1615869.500000 Penalty: 3324.368652
	Iteration 73Q: 3 clusters Score -1615870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1615872.000000 Penalty: 3324.368652
	Iteration 74Q: 3 clusters Score -1615872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1615869.500000 Penalty: 3324.368652
	Iteration 75Q: 3 clusters Score -1615870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1615867.750000 Penalty: 3324.368652
	Iteration 76Q: 3 clusters Score -1615868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1615870.250000 Penalty: 3324.368652
	Iteration 77Q: 3 clusters Score -1615870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1615869.625000 Penalty: 3324.368652
	Iteration 78Q: 3 clusters Score -1615870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1615870.625000 Penalty: 3324.368652
	Iteration 79Q: 3 clusters Score -1615871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1615874.250000 Penalty: 3324.368652
	Iteration 80F: 3 clusters Score -1615874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1615873.875000 Penalty: 3324.368652
	Iteration 81Q: 3 clusters Score -1615874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1615873.125000 Penalty: 3324.368652
	Iteration 82Q: 3 clusters Score -1615873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1615876.000000 Penalty: 3324.368652
	Iteration 83Q: 3 clusters Score -1615876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1615879.375000 Penalty: 3324.368652
	Iteration 84Q: 3 clusters Score -1615879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1615878.500000 Penalty: 3324.368652
	Iteration 85Q: 3 clusters Score -1615878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1615878.375000 Penalty: 3324.368652
	Iteration 86Q: 3 clusters Score -1615878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1615874.375000 Penalty: 3324.368652
	Iteration 87Q: 3 clusters Score -1615874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1615876.625000 Penalty: 3324.368652
	Iteration 88Q: 3 clusters Score -1615877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1615874.500000 Penalty: 3324.368652
	Iteration 89Q: 3 clusters Score -1615874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1615876.000000 Penalty: 3324.368652
	Iteration 90Q: 3 clusters Score -1615876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1615875.375000 Penalty: 3324.368652
	Iteration 91Q: 3 clusters Score -1615875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1615875.625000 Penalty: 3324.368652
	Iteration 92Q: 3 clusters Score -1615876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1615877.875000 Penalty: 3324.368652
	Iteration 93Q: 3 clusters Score -1615878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1615878.000000 Penalty: 3324.368652
	Iteration 94Q: 3 clusters Score -1615878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1615878.750000 Penalty: 3324.368652
	Iteration 95Q: 3 clusters Score -1615879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1615878.625000 Penalty: 3324.368652
	Iteration 96Q: 3 clusters Score -1615879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1615881.875000 Penalty: 3324.368652
	Iteration 97Q: 3 clusters Score -1615882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1615880.375000 Penalty: 3324.368652
	Iteration 98Q: 3 clusters Score -1615880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1615879.375000 Penalty: 3324.368652
	Iteration 99Q: 3 clusters Score -1615879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1615881.375000 Penalty: 3324.368652
	Iteration 100F: 3 clusters Score -1615881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1615880.875000 Penalty: 3324.368652
	Iteration 101Q: 3 clusters Score -1615881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1615880.875000 Penalty: 3324.368652
	Iteration 102F: 3 clusters Score -1615881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 4635 members 
Entering Unmasked Estep 
Score: -12703126.000000 Penalty: 80357.382812
Splitting cluster 1 changes total score from -12703276.000000 to -12703126.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Entering Unmasked Estep 
Score: -683221.687500 Penalty: 1517.886841
	Iteration 0F: 2 clusters Score -683221.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -675193.187500 Penalty: 3035.773682
	Iteration 0F: 3 clusters Score -675193.2 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -677768.375000 Penalty: 3035.773682
	Iteration 1F: 3 clusters Score -677768.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -678047.750000 Penalty: 3035.773682
	Iteration 2F: 3 clusters Score -678047.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -678276.000000 Penalty: 3035.773682
	Iteration 3F: 3 clusters Score -678276 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -678478.187500 Penalty: 3035.773682
	Iteration 4Q: 3 clusters Score -678478.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -678671.812500 Penalty: 3035.773682
	Iteration 5Q: 3 clusters Score -678671.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -678878.937500 Penalty: 3035.773682
	Iteration 6Q: 3 clusters Score -678878.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -679153.437500 Penalty: 3035.773682
	Iteration 7Q: 3 clusters Score -679153.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -679471.062500 Penalty: 3035.773682
	Iteration 8Q: 3 clusters Score -679471.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -679839.875000 Penalty: 3035.773682
	Iteration 9F: 3 clusters Score -679839.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -680246.375000 Penalty: 3035.773682
	Iteration 10F: 3 clusters Score -680246.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -680618.312500 Penalty: 3035.773682
	Iteration 11Q: 3 clusters Score -680618.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -680945.125000 Penalty: 3035.773682
	Iteration 12Q: 3 clusters Score -680945.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -681216.500000 Penalty: 3035.773682
	Iteration 13Q: 3 clusters Score -681216.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -681436.687500 Penalty: 3035.773682
	Iteration 14Q: 3 clusters Score -681436.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -681592.625000 Penalty: 3035.773682
	Iteration 15Q: 3 clusters Score -681592.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -681711.687500 Penalty: 3035.773682
	Iteration 16Q: 3 clusters Score -681711.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -681808.812500 Penalty: 3035.773682
	Iteration 17Q: 3 clusters Score -681808.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -681872.937500 Penalty: 3035.773682
	Iteration 18Q: 3 clusters Score -681872.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -681924.750000 Penalty: 3035.773682
	Iteration 19Q: 3 clusters Score -681924.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -681964.312500 Penalty: 3035.773682
	Iteration 20F: 3 clusters Score -681964.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -681989.500000 Penalty: 3035.773682
	Iteration 21Q: 3 clusters Score -681989.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -682001.000000 Penalty: 3035.773682
	Iteration 22Q: 3 clusters Score -682001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -682016.500000 Penalty: 3035.773682
	Iteration 23Q: 3 clusters Score -682016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -682026.312500 Penalty: 3035.773682
	Iteration 24Q: 3 clusters Score -682026.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -682035.562500 Penalty: 3035.773682
	Iteration 25Q: 3 clusters Score -682035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -682040.312500 Penalty: 3035.773682
	Iteration 26Q: 3 clusters Score -682040.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -682047.375000 Penalty: 3035.773682
	Iteration 27Q: 3 clusters Score -682047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -682051.500000 Penalty: 3035.773682
	Iteration 28Q: 3 clusters Score -682051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -682059.312500 Penalty: 3035.773682
	Iteration 29Q: 3 clusters Score -682059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -682065.250000 Penalty: 3035.773682
	Iteration 30Q: 3 clusters Score -682065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -682068.750000 Penalty: 3035.773682
	Iteration 31Q: 3 clusters Score -682068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -682071.062500 Penalty: 3035.773682
	Iteration 32Q: 3 clusters Score -682071.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -682077.750000 Penalty: 3035.773682
	Iteration 33Q: 3 clusters Score -682077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -682078.000000 Penalty: 3035.773682
	Iteration 34Q: 3 clusters Score -682078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -682077.875000 Penalty: 3035.773682
	Iteration 35Q: 3 clusters Score -682077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -682077.875000 Penalty: 3035.773682
	Iteration 36F: 3 clusters Score -682077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -68319.187500 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -68319.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66776.671875 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -66776.67 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -67060.023438 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -67060.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -67145.656250 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -67145.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -67182.820312 Penalty: 2300.460938
	Iteration 3Q: 3 clusters Score -67182.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67196.062500 Penalty: 2300.460938
	Iteration 4Q: 3 clusters Score -67196.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -67210.343750 Penalty: 2300.460938
	Iteration 5Q: 3 clusters Score -67210.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -67220.507812 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -67220.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -67226.343750 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -67226.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -67229.398438 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -67229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -67233.062500 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -67233.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -67233.953125 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -67233.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -67235.335938 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -67235.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -67236.343750 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -67236.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -67241.343750 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -67241.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -67246.312500 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -67246.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67252.296875 Penalty: 2300.460938
	Iteration 15Q: 3 clusters Score -67252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67256.851562 Penalty: 2300.460938
	Iteration 16Q: 3 clusters Score -67256.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67270.453125 Penalty: 2300.460938
	Iteration 17Q: 3 clusters Score -67270.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -67286.367188 Penalty: 2300.460938
	Iteration 18Q: 3 clusters Score -67286.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -67297.453125 Penalty: 2300.460938
	Iteration 19Q: 3 clusters Score -67297.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -67303.281250 Penalty: 2300.460938
	Iteration 20F: 3 clusters Score -67303.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -67307.429688 Penalty: 2300.460938
	Iteration 21Q: 3 clusters Score -67307.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -67310.773438 Penalty: 2300.460938
	Iteration 22Q: 3 clusters Score -67310.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -67313.492188 Penalty: 2300.460938
	Iteration 23Q: 3 clusters Score -67313.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -67317.710938 Penalty: 2300.460938
	Iteration 24Q: 3 clusters Score -67317.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -67326.656250 Penalty: 2300.460938
	Iteration 25Q: 3 clusters Score -67326.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -67332.062500 Penalty: 2300.460938
	Iteration 26Q: 3 clusters Score -67332.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -67338.625000 Penalty: 2300.460938
	Iteration 27Q: 3 clusters Score -67338.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -67343.484375 Penalty: 2300.460938
	Iteration 28Q: 3 clusters Score -67343.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -67351.054688 Penalty: 2300.460938
	Iteration 29Q: 3 clusters Score -67351.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -67358.734375 Penalty: 2300.460938
	Iteration 30Q: 3 clusters Score -67358.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -67367.335938 Penalty: 2300.460938
	Iteration 31Q: 3 clusters Score -67367.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -67376.851562 Penalty: 2300.460938
	Iteration 32Q: 3 clusters Score -67376.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -67381.328125 Penalty: 2300.460938
	Iteration 33Q: 3 clusters Score -67381.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -67386.070312 Penalty: 2300.460938
	Iteration 34Q: 3 clusters Score -67386.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -67388.625000 Penalty: 2300.460938
	Iteration 35Q: 3 clusters Score -67388.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -67389.820312 Penalty: 2300.460938
	Iteration 36Q: 3 clusters Score -67389.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -67391.648438 Penalty: 2300.460938
	Iteration 37Q: 3 clusters Score -67391.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -67394.078125 Penalty: 2300.460938
	Iteration 38Q: 3 clusters Score -67394.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -67395.929688 Penalty: 2300.460938
	Iteration 39Q: 3 clusters Score -67395.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -67400.195312 Penalty: 2300.460938
	Iteration 40F: 3 clusters Score -67400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -67402.148438 Penalty: 2300.460938
	Iteration 41Q: 3 clusters Score -67402.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -67405.562500 Penalty: 2300.460938
	Iteration 42Q: 3 clusters Score -67405.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -67408.750000 Penalty: 2300.460938
	Iteration 43Q: 3 clusters Score -67408.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -67409.609375 Penalty: 2300.460938
	Iteration 44Q: 3 clusters Score -67409.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -67409.882812 Penalty: 2300.460938
	Iteration 45Q: 3 clusters Score -67409.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -67409.882812 Penalty: 2300.460938
	Iteration 46F: 3 clusters Score -67409.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Entering Unmasked Estep 
Score: -1548375.375000 Penalty: 1652.206909
	Iteration 0F: 2 clusters Score -1548375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1530740.125000 Penalty: 3304.413818
	Iteration 0F: 3 clusters Score -1530740 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1537434.375000 Penalty: 3304.413818
	Iteration 1F: 3 clusters Score -1537434 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1537826.750000 Penalty: 3304.413818
	Iteration 2Q: 3 clusters Score -1537827 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1538338.500000 Penalty: 3304.413818
	Iteration 3Q: 3 clusters Score -1538338 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1539096.250000 Penalty: 3304.413818
	Iteration 4F: 3 clusters Score -1539096 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1540260.375000 Penalty: 3304.413818
	Iteration 5F: 3 clusters Score -1540260 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1541836.750000 Penalty: 3304.413818
	Iteration 6F: 3 clusters Score -1541837 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1543583.625000 Penalty: 3304.413818
	Iteration 7F: 3 clusters Score -1543584 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -1545007.875000 Penalty: 3304.413818
	Iteration 8F: 3 clusters Score -1545008 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -1545879.125000 Penalty: 3304.413818
	Iteration 9Q: 3 clusters Score -1545879 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -1546388.750000 Penalty: 3304.413818
	Iteration 10Q: 3 clusters Score -1546389 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -1546640.625000 Penalty: 3304.413818
	Iteration 11Q: 3 clusters Score -1546641 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -1546790.000000 Penalty: 3304.413818
	Iteration 12Q: 3 clusters Score -1546790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -1546877.125000 Penalty: 3304.413818
	Iteration 13Q: 3 clusters Score -1546877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1546930.625000 Penalty: 3304.413818
	Iteration 14Q: 3 clusters Score -1546931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -1546970.500000 Penalty: 3304.413818
	Iteration 15Q: 3 clusters Score -1546970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -1546995.750000 Penalty: 3304.413818
	Iteration 16Q: 3 clusters Score -1546996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -1547008.750000 Penalty: 3304.413818
	Iteration 17Q: 3 clusters Score -1547009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -1547017.250000 Penalty: 3304.413818
	Iteration 18Q: 3 clusters Score -1547017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -1547023.875000 Penalty: 3304.413818
	Iteration 19Q: 3 clusters Score -1547024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1547027.250000 Penalty: 3304.413818
	Iteration 20F: 3 clusters Score -1547027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -1547032.500000 Penalty: 3304.413818
	Iteration 21Q: 3 clusters Score -1547032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -1547032.375000 Penalty: 3304.413818
	Iteration 22Q: 3 clusters Score -1547032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -1547039.000000 Penalty: 3304.413818
	Iteration 23Q: 3 clusters Score -1547039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -1547041.750000 Penalty: 3304.413818
	Iteration 24Q: 3 clusters Score -1547042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -1547046.875000 Penalty: 3304.413818
	Iteration 25Q: 3 clusters Score -1547047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -1547049.375000 Penalty: 3304.413818
	Iteration 26Q: 3 clusters Score -1547049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -1547048.750000 Penalty: 3304.413818
	Iteration 27Q: 3 clusters Score -1547049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -1547048.750000 Penalty: 3304.413818
	Iteration 28F: 3 clusters Score -1547049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Entering Unmasked Estep 
Score: -767357.125000 Penalty: 1542.765137
	Iteration 0F: 2 clusters Score -767357.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -758026.687500 Penalty: 3085.530273
	Iteration 0F: 3 clusters Score -758026.7 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -761195.812500 Penalty: 3085.530273
	Iteration 1F: 3 clusters Score -761195.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -761472.375000 Penalty: 3085.530273
	Iteration 2F: 3 clusters Score -761472.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -761724.625000 Penalty: 3085.530273
	Iteration 3Q: 3 clusters Score -761724.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -761974.875000 Penalty: 3085.530273
	Iteration 4Q: 3 clusters Score -761974.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -762234.625000 Penalty: 3085.530273
	Iteration 5Q: 3 clusters Score -762234.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -762528.062500 Penalty: 3085.530273
	Iteration 6Q: 3 clusters Score -762528.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -762839.250000 Penalty: 3085.530273
	Iteration 7Q: 3 clusters Score -762839.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -763166.312500 Penalty: 3085.530273
	Iteration 8Q: 3 clusters Score -763166.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -763536.187500 Penalty: 3085.530273
	Iteration 9Q: 3 clusters Score -763536.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -763938.437500 Penalty: 3085.530273
	Iteration 10Q: 3 clusters Score -763938.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -764274.187500 Penalty: 3085.530273
	Iteration 11Q: 3 clusters Score -764274.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -764577.312500 Penalty: 3085.530273
	Iteration 12Q: 3 clusters Score -764577.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -764835.750000 Penalty: 3085.530273
	Iteration 13Q: 3 clusters Score -764835.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -765020.125000 Penalty: 3085.530273
	Iteration 14Q: 3 clusters Score -765020.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -765208.750000 Penalty: 3085.530273
	Iteration 15Q: 3 clusters Score -765208.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -765382.375000 Penalty: 3085.530273
	Iteration 16Q: 3 clusters Score -765382.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -765528.375000 Penalty: 3085.530273
	Iteration 17Q: 3 clusters Score -765528.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -765640.000000 Penalty: 3085.530273
	Iteration 18Q: 3 clusters Score -765640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -765723.000000 Penalty: 3085.530273
	Iteration 19Q: 3 clusters Score -765723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -765781.687500 Penalty: 3085.530273
	Iteration 20F: 3 clusters Score -765781.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -765823.125000 Penalty: 3085.530273
	Iteration 21Q: 3 clusters Score -765823.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -765851.625000 Penalty: 3085.530273
	Iteration 22Q: 3 clusters Score -765851.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -765882.375000 Penalty: 3085.530273
	Iteration 23Q: 3 clusters Score -765882.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -765905.000000 Penalty: 3085.530273
	Iteration 24Q: 3 clusters Score -765905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -765934.187500 Penalty: 3085.530273
	Iteration 25Q: 3 clusters Score -765934.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -765954.437500 Penalty: 3085.530273
	Iteration 26Q: 3 clusters Score -765954.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -765968.562500 Penalty: 3085.530273
	Iteration 27Q: 3 clusters Score -765968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -765982.875000 Penalty: 3085.530273
	Iteration 28Q: 3 clusters Score -765982.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -765991.187500 Penalty: 3085.530273
	Iteration 29Q: 3 clusters Score -765991.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -766001.312500 Penalty: 3085.530273
	Iteration 30Q: 3 clusters Score -766001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -766009.625000 Penalty: 3085.530273
	Iteration 31Q: 3 clusters Score -766009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -766019.687500 Penalty: 3085.530273
	Iteration 32Q: 3 clusters Score -766019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -766026.375000 Penalty: 3085.530273
	Iteration 33Q: 3 clusters Score -766026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -766028.125000 Penalty: 3085.530273
	Iteration 34Q: 3 clusters Score -766028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -766028.937500 Penalty: 3085.530273
	Iteration 35Q: 3 clusters Score -766028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -766029.312500 Penalty: 3085.530273
	Iteration 36Q: 3 clusters Score -766029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -766029.312500 Penalty: 3085.530273
	Iteration 37F: 3 clusters Score -766029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -60924.421875 Penalty: 1126.364136
	Iteration 0F: 2 clusters Score -60924.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59439.566406 Penalty: 2252.728271
	Iteration 0F: 3 clusters Score -59439.57 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59671.878906 Penalty: 2252.728271
	Iteration 1F: 3 clusters Score -59671.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59729.433594 Penalty: 2252.728271
	Iteration 2F: 3 clusters Score -59729.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59777.257812 Penalty: 2252.728271
	Iteration 3Q: 3 clusters Score -59777.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -59796.511719 Penalty: 2252.728271
	Iteration 4Q: 3 clusters Score -59796.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59810.890625 Penalty: 2252.728271
	Iteration 5Q: 3 clusters Score -59810.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59819.859375 Penalty: 2252.728271
	Iteration 6Q: 3 clusters Score -59819.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59823.996094 Penalty: 2252.728271
	Iteration 7Q: 3 clusters Score -59824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -59830.480469 Penalty: 2252.728271
	Iteration 8Q: 3 clusters Score -59830.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59835.929688 Penalty: 2252.728271
	Iteration 9Q: 3 clusters Score -59835.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59838.167969 Penalty: 2252.728271
	Iteration 10Q: 3 clusters Score -59838.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59840.964844 Penalty: 2252.728271
	Iteration 11Q: 3 clusters Score -59840.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59843.597656 Penalty: 2252.728271
	Iteration 12Q: 3 clusters Score -59843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59844.328125 Penalty: 2252.728271
	Iteration 13Q: 3 clusters Score -59844.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -59844.589844 Penalty: 2252.728271
	Iteration 14Q: 3 clusters Score -59844.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -59844.589844 Penalty: 2252.728271
	Iteration 15F: 3 clusters Score -59844.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -331486.843750 Penalty: 1404.707520
	Iteration 0F: 2 clusters Score -331486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -327032.937500 Penalty: 2809.415039
	Iteration 0F: 3 clusters Score -327032.9 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -328248.281250 Penalty: 2809.415039
	Iteration 1F: 3 clusters Score -328248.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -328413.843750 Penalty: 2809.415039
	Iteration 2F: 3 clusters Score -328413.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -328509.843750 Penalty: 2809.415039
	Iteration 3Q: 3 clusters Score -328509.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -328592.531250 Penalty: 2809.415039
	Iteration 4Q: 3 clusters Score -328592.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -328675.406250 Penalty: 2809.415039
	Iteration 5Q: 3 clusters Score -328675.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -328753.687500 Penalty: 2809.415039
	Iteration 6Q: 3 clusters Score -328753.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -328839.593750 Penalty: 2809.415039
	Iteration 7Q: 3 clusters Score -328839.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -328944.062500 Penalty: 2809.415039
	Iteration 8Q: 3 clusters Score -328944.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -329069.843750 Penalty: 2809.415039
	Iteration 9Q: 3 clusters Score -329069.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -329236.406250 Penalty: 2809.415039
	Iteration 10Q: 3 clusters Score -329236.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329434.218750 Penalty: 2809.415039
	Iteration 11Q: 3 clusters Score -329434.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329626.093750 Penalty: 2809.415039
	Iteration 12Q: 3 clusters Score -329626.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -329799.656250 Penalty: 2809.415039
	Iteration 13Q: 3 clusters Score -329799.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -329932.593750 Penalty: 2809.415039
	Iteration 14Q: 3 clusters Score -329932.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -330033.250000 Penalty: 2809.415039
	Iteration 15Q: 3 clusters Score -330033.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -330108.437500 Penalty: 2809.415039
	Iteration 16Q: 3 clusters Score -330108.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -330156.687500 Penalty: 2809.415039
	Iteration 17Q: 3 clusters Score -330156.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -330185.250000 Penalty: 2809.415039
	Iteration 18Q: 3 clusters Score -330185.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -330205.562500 Penalty: 2809.415039
	Iteration 19Q: 3 clusters Score -330205.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -330232.468750 Penalty: 2809.415039
	Iteration 20F: 3 clusters Score -330232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -330251.093750 Penalty: 2809.415039
	Iteration 21Q: 3 clusters Score -330251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -330266.375000 Penalty: 2809.415039
	Iteration 22Q: 3 clusters Score -330266.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -330271.437500 Penalty: 2809.415039
	Iteration 23Q: 3 clusters Score -330271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -330276.000000 Penalty: 2809.415039
	Iteration 24Q: 3 clusters Score -330276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -330283.406250 Penalty: 2809.415039
	Iteration 25Q: 3 clusters Score -330283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -330290.218750 Penalty: 2809.415039
	Iteration 26Q: 3 clusters Score -330290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -330293.281250 Penalty: 2809.415039
	Iteration 27Q: 3 clusters Score -330293.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -330296.375000 Penalty: 2809.415039
	Iteration 28Q: 3 clusters Score -330296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -330300.656250 Penalty: 2809.415039
	Iteration 29Q: 3 clusters Score -330300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -330305.781250 Penalty: 2809.415039
	Iteration 30Q: 3 clusters Score -330305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -330310.375000 Penalty: 2809.415039
	Iteration 31Q: 3 clusters Score -330310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -330314.625000 Penalty: 2809.415039
	Iteration 32Q: 3 clusters Score -330314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -330315.343750 Penalty: 2809.415039
	Iteration 33Q: 3 clusters Score -330315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -330315.406250 Penalty: 2809.415039
	Iteration 34Q: 3 clusters Score -330315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -330315.406250 Penalty: 2809.415039
	Iteration 35F: 3 clusters Score -330315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -28325.195312 Penalty: 1078.127930
	Iteration 0F: 2 clusters Score -28325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27092.750000 Penalty: 2156.255859
	Iteration 0F: 3 clusters Score -27092.75 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -27385.730469 Penalty: 2156.255859
	Iteration 1F: 3 clusters Score -27385.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -27505.630859 Penalty: 2156.255859
	Iteration 2F: 3 clusters Score -27505.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -27582.183594 Penalty: 2156.255859
	Iteration 3F: 3 clusters Score -27582.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -27631.113281 Penalty: 2156.255859
	Iteration 4Q: 3 clusters Score -27631.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -27666.507812 Penalty: 2156.255859
	Iteration 5Q: 3 clusters Score -27666.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -27692.732422 Penalty: 2156.255859
	Iteration 6Q: 3 clusters Score -27692.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27715.521484 Penalty: 2156.255859
	Iteration 7Q: 3 clusters Score -27715.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27731.849609 Penalty: 2156.255859
	Iteration 8Q: 3 clusters Score -27731.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -27757.341797 Penalty: 2156.255859
	Iteration 9Q: 3 clusters Score -27757.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27775.337891 Penalty: 2156.255859
	Iteration 10Q: 3 clusters Score -27775.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -27782.574219 Penalty: 2156.255859
	Iteration 11Q: 3 clusters Score -27782.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27789.367188 Penalty: 2156.255859
	Iteration 12Q: 3 clusters Score -27789.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -27791.666016 Penalty: 2156.255859
	Iteration 13Q: 3 clusters Score -27791.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -27793.701172 Penalty: 2156.255859
	Iteration 14Q: 3 clusters Score -27793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -27795.164062 Penalty: 2156.255859
	Iteration 15Q: 3 clusters Score -27795.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27797.066406 Penalty: 2156.255859
	Iteration 16Q: 3 clusters Score -27797.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -27798.894531 Penalty: 2156.255859
	Iteration 17Q: 3 clusters Score -27798.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -27800.318359 Penalty: 2156.255859
	Iteration 18Q: 3 clusters Score -27800.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -27800.318359 Penalty: 2156.255859
	Iteration 19F: 3 clusters Score -27800.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -192079.843750 Penalty: 1321.803345
	Iteration 0F: 2 clusters Score -192079.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -189133.859375 Penalty: 2643.606689
	Iteration 0F: 3 clusters Score -189133.9 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -189954.125000 Penalty: 2643.606689
	Iteration 1F: 3 clusters Score -189954.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -190215.171875 Penalty: 2643.606689
	Iteration 2F: 3 clusters Score -190215.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -190511.109375 Penalty: 2643.606689
	Iteration 3F: 3 clusters Score -190511.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -190867.296875 Penalty: 2643.606689
	Iteration 4F: 3 clusters Score -190867.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -191202.078125 Penalty: 2643.606689
	Iteration 5F: 3 clusters Score -191202.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -191502.187500 Penalty: 2643.606689
	Iteration 6F: 3 clusters Score -191502.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -191736.312500 Penalty: 2643.606689
	Iteration 7F: 3 clusters Score -191736.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -191947.796875 Penalty: 2643.606689
	Iteration 8Q: 3 clusters Score -191947.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -192027.171875 Penalty: 2643.606689
	Iteration 9Q: 3 clusters Score -192027.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -192055.703125 Penalty: 2643.606689
	Iteration 10Q: 3 clusters Score -192055.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -192068.468750 Penalty: 2643.606689
	Iteration 11Q: 3 clusters Score -192068.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -192072.656250 Penalty: 2643.606689
	Iteration 12Q: 3 clusters Score -192072.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -192076.781250 Penalty: 2643.606689
	Iteration 13Q: 3 clusters Score -192076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -192079.296875 Penalty: 2643.606689
	Iteration 14Q: 3 clusters Score -192079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -192079.468750 Penalty: 2643.606689
	Iteration 15Q: 3 clusters Score -192079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -192079.359375 Penalty: 2643.606689
	Iteration 16Q: 3 clusters Score -192079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -192079.484375 Penalty: 2643.606689
	Iteration 17Q: 3 clusters Score -192079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -192079.484375 Penalty: 2643.606689
	Iteration 18F: 3 clusters Score -192079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -211973.359375 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -211973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -208702.500000 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -208702.5 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -209521.078125 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -209521.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -209696.578125 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -209696.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -209851.859375 Penalty: 2675.024170
	Iteration 3F: 3 clusters Score -209851.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -209985.468750 Penalty: 2675.024170
	Iteration 4F: 3 clusters Score -209985.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -210113.062500 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -210113.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -210223.843750 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -210223.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -210320.640625 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -210320.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -210418.671875 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -210418.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -210539.890625 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -210539.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -210645.671875 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -210645.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -210742.703125 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -210742.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -210826.453125 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -210826.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -210888.703125 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -210888.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210958.375000 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -210958.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -211006.671875 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -211006.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -211041.015625 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -211041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211066.796875 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -211066.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211087.687500 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -211087.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211107.312500 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -211107.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -211121.906250 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -211121.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -211133.734375 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -211133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211142.531250 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -211142.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211148.078125 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -211148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211152.281250 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -211152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -211155.343750 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -211155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211159.562500 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -211159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211162.359375 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -211162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -211165.687500 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -211165.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211168.328125 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -211168.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -211172.109375 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -211172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -211174.500000 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -211174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -211176.140625 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -211176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211177.234375 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -211177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211179.265625 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -211179.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -211181.625000 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -211181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211184.109375 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -211184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211188.218750 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -211188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -211194.359375 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -211194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -211198.484375 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -211198.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -211205.312500 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -211205.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211211.796875 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -211211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -211213.765625 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -211213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211213.703125 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -211213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -211213.703125 Penalty: 2675.024170
	Iteration 44F: 3 clusters Score -211213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -28037.966797 Penalty: 1072.920532
	Iteration 0F: 2 clusters Score -28037.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -26833.457031 Penalty: 2145.841064
	Iteration 0F: 3 clusters Score -26833.46 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -27129.099609 Penalty: 2145.841064
	Iteration 1F: 3 clusters Score -27129.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27232.125000 Penalty: 2145.841064
	Iteration 2F: 3 clusters Score -27232.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27286.167969 Penalty: 2145.841064
	Iteration 3F: 3 clusters Score -27286.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27330.007812 Penalty: 2145.841064
	Iteration 4Q: 3 clusters Score -27330.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27361.771484 Penalty: 2145.841064
	Iteration 5Q: 3 clusters Score -27361.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -27404.113281 Penalty: 2145.841064
	Iteration 6Q: 3 clusters Score -27404.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -27424.976562 Penalty: 2145.841064
	Iteration 7Q: 3 clusters Score -27424.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27437.527344 Penalty: 2145.841064
	Iteration 8Q: 3 clusters Score -27437.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27447.341797 Penalty: 2145.841064
	Iteration 9Q: 3 clusters Score -27447.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27451.500000 Penalty: 2145.841064
	Iteration 10Q: 3 clusters Score -27451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27455.132812 Penalty: 2145.841064
	Iteration 11Q: 3 clusters Score -27455.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -27459.699219 Penalty: 2145.841064
	Iteration 12Q: 3 clusters Score -27459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27461.230469 Penalty: 2145.841064
	Iteration 13Q: 3 clusters Score -27461.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -27461.230469 Penalty: 2145.841064
	Iteration 14F: 3 clusters Score -27461.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -150981.734375 Penalty: 1306.205688
	Iteration 0F: 2 clusters Score -150981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -148263.359375 Penalty: 2612.411377
	Iteration 0F: 3 clusters Score -148263.4 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -149190.703125 Penalty: 2612.411377
	Iteration 1F: 3 clusters Score -149190.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -149536.281250 Penalty: 2612.411377
	Iteration 2F: 3 clusters Score -149536.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -149796.687500 Penalty: 2612.411377
	Iteration 3F: 3 clusters Score -149796.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -149963.796875 Penalty: 2612.411377
	Iteration 4F: 3 clusters Score -149963.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -150073.609375 Penalty: 2612.411377
	Iteration 5Q: 3 clusters Score -150073.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -150167.984375 Penalty: 2612.411377
	Iteration 6Q: 3 clusters Score -150168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -150241.671875 Penalty: 2612.411377
	Iteration 7Q: 3 clusters Score -150241.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -150302.515625 Penalty: 2612.411377
	Iteration 8Q: 3 clusters Score -150302.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -150344.062500 Penalty: 2612.411377
	Iteration 9Q: 3 clusters Score -150344.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -150375.265625 Penalty: 2612.411377
	Iteration 10Q: 3 clusters Score -150375.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -150407.203125 Penalty: 2612.411377
	Iteration 11Q: 3 clusters Score -150407.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -150435.953125 Penalty: 2612.411377
	Iteration 12Q: 3 clusters Score -150436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -150464.546875 Penalty: 2612.411377
	Iteration 13Q: 3 clusters Score -150464.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -150499.234375 Penalty: 2612.411377
	Iteration 14Q: 3 clusters Score -150499.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -150534.828125 Penalty: 2612.411377
	Iteration 15Q: 3 clusters Score -150534.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -150556.734375 Penalty: 2612.411377
	Iteration 16Q: 3 clusters Score -150556.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -150575.000000 Penalty: 2612.411377
	Iteration 17Q: 3 clusters Score -150575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -150587.437500 Penalty: 2612.411377
	Iteration 18Q: 3 clusters Score -150587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -150594.843750 Penalty: 2612.411377
	Iteration 19Q: 3 clusters Score -150594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -150601.750000 Penalty: 2612.411377
	Iteration 20F: 3 clusters Score -150601.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -150615.671875 Penalty: 2612.411377
	Iteration 21Q: 3 clusters Score -150615.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -150628.281250 Penalty: 2612.411377
	Iteration 22Q: 3 clusters Score -150628.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -150637.531250 Penalty: 2612.411377
	Iteration 23Q: 3 clusters Score -150637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -150648.203125 Penalty: 2612.411377
	Iteration 24Q: 3 clusters Score -150648.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -150661.984375 Penalty: 2612.411377
	Iteration 25Q: 3 clusters Score -150662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -150672.390625 Penalty: 2612.411377
	Iteration 26Q: 3 clusters Score -150672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -150677.703125 Penalty: 2612.411377
	Iteration 27Q: 3 clusters Score -150677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -150682.671875 Penalty: 2612.411377
	Iteration 28Q: 3 clusters Score -150682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -150684.593750 Penalty: 2612.411377
	Iteration 29Q: 3 clusters Score -150684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -150688.875000 Penalty: 2612.411377
	Iteration 30Q: 3 clusters Score -150688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -150695.125000 Penalty: 2612.411377
	Iteration 31Q: 3 clusters Score -150695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -150701.078125 Penalty: 2612.411377
	Iteration 32Q: 3 clusters Score -150701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -150703.156250 Penalty: 2612.411377
	Iteration 33Q: 3 clusters Score -150703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -150705.265625 Penalty: 2612.411377
	Iteration 34Q: 3 clusters Score -150705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -150709.984375 Penalty: 2612.411377
	Iteration 35Q: 3 clusters Score -150710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -150710.859375 Penalty: 2612.411377
	Iteration 36Q: 3 clusters Score -150710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -150711.812500 Penalty: 2612.411377
	Iteration 37Q: 3 clusters Score -150711.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -150711.812500 Penalty: 2612.411377
	Iteration 38F: 3 clusters Score -150711.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -110599.054688 Penalty: 1234.250488
	Iteration 0F: 2 clusters Score -110599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -108606.617188 Penalty: 2468.500977
	Iteration 0F: 3 clusters Score -108606.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109153.578125 Penalty: 2468.500977
	Iteration 1F: 3 clusters Score -109153.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -109365.093750 Penalty: 2468.500977
	Iteration 2F: 3 clusters Score -109365.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -109516.273438 Penalty: 2468.500977
	Iteration 3F: 3 clusters Score -109516.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109665.039062 Penalty: 2468.500977
	Iteration 4F: 3 clusters Score -109665 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -109835.914062 Penalty: 2468.500977
	Iteration 5Q: 3 clusters Score -109835.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -110040.218750 Penalty: 2468.500977
	Iteration 6Q: 3 clusters Score -110040.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -110227.710938 Penalty: 2468.500977
	Iteration 7Q: 3 clusters Score -110227.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -110412.867188 Penalty: 2468.500977
	Iteration 8Q: 3 clusters Score -110412.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -110528.367188 Penalty: 2468.500977
	Iteration 9Q: 3 clusters Score -110528.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -110595.195312 Penalty: 2468.500977
	Iteration 10Q: 3 clusters Score -110595.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -110665.429688 Penalty: 2468.500977
	Iteration 11Q: 3 clusters Score -110665.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -110787.843750 Penalty: 2468.500977
	Iteration 12Q: 3 clusters Score -110787.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -110875.765625 Penalty: 2468.500977
	Iteration 13Q: 3 clusters Score -110875.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -110910.351562 Penalty: 2468.500977
	Iteration 14Q: 3 clusters Score -110910.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -110921.460938 Penalty: 2468.500977
	Iteration 15Q: 3 clusters Score -110921.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -110925.750000 Penalty: 2468.500977
	Iteration 16Q: 3 clusters Score -110925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -110929.992188 Penalty: 2468.500977
	Iteration 17Q: 3 clusters Score -110930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -110935.617188 Penalty: 2468.500977
	Iteration 18Q: 3 clusters Score -110935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -110938.804688 Penalty: 2468.500977
	Iteration 19Q: 3 clusters Score -110938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -110944.179688 Penalty: 2468.500977
	Iteration 20F: 3 clusters Score -110944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -110950.343750 Penalty: 2468.500977
	Iteration 21Q: 3 clusters Score -110950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -110959.585938 Penalty: 2468.500977
	Iteration 22Q: 3 clusters Score -110959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -110965.687500 Penalty: 2468.500977
	Iteration 23Q: 3 clusters Score -110965.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -110974.507812 Penalty: 2468.500977
	Iteration 24Q: 3 clusters Score -110974.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -110983.429688 Penalty: 2468.500977
	Iteration 25Q: 3 clusters Score -110983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -110987.500000 Penalty: 2468.500977
	Iteration 26Q: 3 clusters Score -110987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -110989.820312 Penalty: 2468.500977
	Iteration 27Q: 3 clusters Score -110989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -110993.085938 Penalty: 2468.500977
	Iteration 28Q: 3 clusters Score -110993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -110995.757812 Penalty: 2468.500977
	Iteration 29Q: 3 clusters Score -110995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -110996.382812 Penalty: 2468.500977
	Iteration 30Q: 3 clusters Score -110996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -110997.281250 Penalty: 2468.500977
	Iteration 31Q: 3 clusters Score -110997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -110997.281250 Penalty: 2468.500977
	Iteration 32F: 3 clusters Score -110997.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 833 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 2546 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 1156 members 
Entering Unmasked Estep 
Score: -12702918.000000 Penalty: 80357.382812
Splitting cluster 13 changes total score from -12703276.000000 to -12702918.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Entering Unmasked Estep 
Score: -202606.250000 Penalty: 1325.292969
	Iteration 0F: 2 clusters Score -202606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -199598.234375 Penalty: 2650.585938
	Iteration 0F: 3 clusters Score -199598.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -200321.562500 Penalty: 2650.585938
	Iteration 1F: 3 clusters Score -200321.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -200496.578125 Penalty: 2650.585938
	Iteration 2F: 3 clusters Score -200496.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -200615.562500 Penalty: 2650.585938
	Iteration 3F: 3 clusters Score -200615.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -200703.156250 Penalty: 2650.585938
	Iteration 4Q: 3 clusters Score -200703.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -200772.343750 Penalty: 2650.585938
	Iteration 5Q: 3 clusters Score -200772.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -200841.640625 Penalty: 2650.585938
	Iteration 6Q: 3 clusters Score -200841.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -200915.187500 Penalty: 2650.585938
	Iteration 7Q: 3 clusters Score -200915.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -200999.812500 Penalty: 2650.585938
	Iteration 8Q: 3 clusters Score -200999.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -201131.750000 Penalty: 2650.585938
	Iteration 9Q: 3 clusters Score -201131.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -201339.281250 Penalty: 2650.585938
	Iteration 10Q: 3 clusters Score -201339.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -201567.796875 Penalty: 2650.585938
	Iteration 11Q: 3 clusters Score -201567.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -201739.609375 Penalty: 2650.585938
	Iteration 12Q: 3 clusters Score -201739.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -201843.984375 Penalty: 2650.585938
	Iteration 13Q: 3 clusters Score -201844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -201900.203125 Penalty: 2650.585938
	Iteration 14Q: 3 clusters Score -201900.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -201959.328125 Penalty: 2650.585938
	Iteration 15Q: 3 clusters Score -201959.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -202014.031250 Penalty: 2650.585938
	Iteration 16Q: 3 clusters Score -202014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202053.921875 Penalty: 2650.585938
	Iteration 17Q: 3 clusters Score -202053.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -202085.500000 Penalty: 2650.585938
	Iteration 18Q: 3 clusters Score -202085.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -202119.750000 Penalty: 2650.585938
	Iteration 19Q: 3 clusters Score -202119.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -202153.796875 Penalty: 2650.585938
	Iteration 20F: 3 clusters Score -202153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -202185.562500 Penalty: 2650.585938
	Iteration 21Q: 3 clusters Score -202185.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -202217.312500 Penalty: 2650.585938
	Iteration 22Q: 3 clusters Score -202217.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -202241.203125 Penalty: 2650.585938
	Iteration 23Q: 3 clusters Score -202241.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -202255.828125 Penalty: 2650.585938
	Iteration 24Q: 3 clusters Score -202255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -202264.296875 Penalty: 2650.585938
	Iteration 25Q: 3 clusters Score -202264.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202268.203125 Penalty: 2650.585938
	Iteration 26Q: 3 clusters Score -202268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202271.968750 Penalty: 2650.585938
	Iteration 27Q: 3 clusters Score -202272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -202274.390625 Penalty: 2650.585938
	Iteration 28Q: 3 clusters Score -202274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -202277.015625 Penalty: 2650.585938
	Iteration 29Q: 3 clusters Score -202277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -202278.171875 Penalty: 2650.585938
	Iteration 30Q: 3 clusters Score -202278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202278.640625 Penalty: 2650.585938
	Iteration 31Q: 3 clusters Score -202278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202278.640625 Penalty: 2650.585938
	Iteration 32F: 3 clusters Score -202278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -116556.687500 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -116556.7 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 1289 members 
Entering Unmasked Estep 
Score: -114163.265625 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -114163.3 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -115655.554688 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -115655.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -116466.617188 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -116466.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -116852.156250 Penalty: 2548.740723
	Iteration 3F: 3 clusters Score -116852.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -117107.570312 Penalty: 2548.740723
	Iteration 4F: 3 clusters Score -117107.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -117258.804688 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -117258.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -117348.851562 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -117348.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -117388.226562 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -117388.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -117410.515625 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -117410.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -117430.875000 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -117430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -117447.539062 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -117447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -117457.398438 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -117457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -117466.734375 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -117466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -117471.679688 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -117471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -117475.687500 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -117475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -117477.726562 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -117477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -117479.539062 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -117479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -117480.992188 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -117481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -117481.882812 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -117481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -117481.882812 Penalty: 2548.740723
	Iteration 19F: 3 clusters Score -117481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 1953 members 
Entering Unmasked Estep 
Score: -12703491.000000 Penalty: 80357.382812
Splitting cluster 15 changes total score from -12703276.000000 to -12703491.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (15680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Entering Unmasked Estep 
Score: -926685.812500 Penalty: 1569.772949
	Iteration 0F: 2 clusters Score -926685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -915988.875000 Penalty: 3139.545898
	Iteration 0F: 3 clusters Score -915988.9 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -919947.187500 Penalty: 3139.545898
	Iteration 1F: 3 clusters Score -919947.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -920515.875000 Penalty: 3139.545898
	Iteration 2F: 3 clusters Score -920515.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -921255.187500 Penalty: 3139.545898
	Iteration 3F: 3 clusters Score -921255.2 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -922041.000000 Penalty: 3139.545898
	Iteration 4F: 3 clusters Score -922041 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -922742.750000 Penalty: 3139.545898
	Iteration 5F: 3 clusters Score -922742.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -923226.562500 Penalty: 3139.545898
	Iteration 6F: 3 clusters Score -923226.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -923521.125000 Penalty: 3139.545898
	Iteration 7Q: 3 clusters Score -923521.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -923716.812500 Penalty: 3139.545898
	Iteration 8Q: 3 clusters Score -923716.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -923842.562500 Penalty: 3139.545898
	Iteration 9Q: 3 clusters Score -923842.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -923926.312500 Penalty: 3139.545898
	Iteration 10Q: 3 clusters Score -923926.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -923973.437500 Penalty: 3139.545898
	Iteration 11Q: 3 clusters Score -923973.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -924010.625000 Penalty: 3139.545898
	Iteration 12Q: 3 clusters Score -924010.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -924035.937500 Penalty: 3139.545898
	Iteration 13Q: 3 clusters Score -924035.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -924058.562500 Penalty: 3139.545898
	Iteration 14Q: 3 clusters Score -924058.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -924081.000000 Penalty: 3139.545898
	Iteration 15Q: 3 clusters Score -924081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -924105.250000 Penalty: 3139.545898
	Iteration 16Q: 3 clusters Score -924105.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -924129.375000 Penalty: 3139.545898
	Iteration 17Q: 3 clusters Score -924129.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -924150.500000 Penalty: 3139.545898
	Iteration 18Q: 3 clusters Score -924150.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -924171.687500 Penalty: 3139.545898
	Iteration 19Q: 3 clusters Score -924171.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -924199.562500 Penalty: 3139.545898
	Iteration 20F: 3 clusters Score -924199.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -924224.562500 Penalty: 3139.545898
	Iteration 21Q: 3 clusters Score -924224.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -924251.500000 Penalty: 3139.545898
	Iteration 22Q: 3 clusters Score -924251.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -924272.687500 Penalty: 3139.545898
	Iteration 23Q: 3 clusters Score -924272.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -924296.125000 Penalty: 3139.545898
	Iteration 24Q: 3 clusters Score -924296.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -924327.437500 Penalty: 3139.545898
	Iteration 25Q: 3 clusters Score -924327.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -924359.937500 Penalty: 3139.545898
	Iteration 26Q: 3 clusters Score -924359.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -924391.812500 Penalty: 3139.545898
	Iteration 27Q: 3 clusters Score -924391.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -924424.125000 Penalty: 3139.545898
	Iteration 28Q: 3 clusters Score -924424.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -924458.875000 Penalty: 3139.545898
	Iteration 29Q: 3 clusters Score -924458.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -924503.937500 Penalty: 3139.545898
	Iteration 30Q: 3 clusters Score -924503.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -924539.500000 Penalty: 3139.545898
	Iteration 31Q: 3 clusters Score -924539.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -924573.625000 Penalty: 3139.545898
	Iteration 32Q: 3 clusters Score -924573.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -924604.812500 Penalty: 3139.545898
	Iteration 33Q: 3 clusters Score -924604.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -924639.500000 Penalty: 3139.545898
	Iteration 34Q: 3 clusters Score -924639.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -924682.125000 Penalty: 3139.545898
	Iteration 35Q: 3 clusters Score -924682.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -924723.187500 Penalty: 3139.545898
	Iteration 36Q: 3 clusters Score -924723.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -924771.062500 Penalty: 3139.545898
	Iteration 37Q: 3 clusters Score -924771.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -924822.375000 Penalty: 3139.545898
	Iteration 38Q: 3 clusters Score -924822.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -924865.562500 Penalty: 3139.545898
	Iteration 39Q: 3 clusters Score -924865.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -924904.687500 Penalty: 3139.545898
	Iteration 40F: 3 clusters Score -924904.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -924946.625000 Penalty: 3139.545898
	Iteration 41Q: 3 clusters Score -924946.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -924981.750000 Penalty: 3139.545898
	Iteration 42Q: 3 clusters Score -924981.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -925012.125000 Penalty: 3139.545898
	Iteration 43Q: 3 clusters Score -925012.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -925034.687500 Penalty: 3139.545898
	Iteration 44Q: 3 clusters Score -925034.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -925066.812500 Penalty: 3139.545898
	Iteration 45Q: 3 clusters Score -925066.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -925088.937500 Penalty: 3139.545898
	Iteration 46Q: 3 clusters Score -925088.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -925100.625000 Penalty: 3139.545898
	Iteration 47Q: 3 clusters Score -925100.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -925117.062500 Penalty: 3139.545898
	Iteration 48Q: 3 clusters Score -925117.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -925132.437500 Penalty: 3139.545898
	Iteration 49Q: 3 clusters Score -925132.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -925145.125000 Penalty: 3139.545898
	Iteration 50Q: 3 clusters Score -925145.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -925161.812500 Penalty: 3139.545898
	Iteration 51Q: 3 clusters Score -925161.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -925176.937500 Penalty: 3139.545898
	Iteration 52Q: 3 clusters Score -925176.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -925191.687500 Penalty: 3139.545898
	Iteration 53Q: 3 clusters Score -925191.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -925204.625000 Penalty: 3139.545898
	Iteration 54Q: 3 clusters Score -925204.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -925208.500000 Penalty: 3139.545898
	Iteration 55Q: 3 clusters Score -925208.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -925224.187500 Penalty: 3139.545898
	Iteration 56Q: 3 clusters Score -925224.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -925230.937500 Penalty: 3139.545898
	Iteration 57Q: 3 clusters Score -925230.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -925238.500000 Penalty: 3139.545898
	Iteration 58Q: 3 clusters Score -925238.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -925247.312500 Penalty: 3139.545898
	Iteration 59Q: 3 clusters Score -925247.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -925256.125000 Penalty: 3139.545898
	Iteration 60F: 3 clusters Score -925256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -925265.437500 Penalty: 3139.545898
	Iteration 61Q: 3 clusters Score -925265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -925272.812500 Penalty: 3139.545898
	Iteration 62Q: 3 clusters Score -925272.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -925278.187500 Penalty: 3139.545898
	Iteration 63Q: 3 clusters Score -925278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -925284.625000 Penalty: 3139.545898
	Iteration 64Q: 3 clusters Score -925284.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -925290.125000 Penalty: 3139.545898
	Iteration 65Q: 3 clusters Score -925290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -925295.250000 Penalty: 3139.545898
	Iteration 66Q: 3 clusters Score -925295.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -925298.562500 Penalty: 3139.545898
	Iteration 67Q: 3 clusters Score -925298.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -925305.500000 Penalty: 3139.545898
	Iteration 68Q: 3 clusters Score -925305.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -925310.500000 Penalty: 3139.545898
	Iteration 69Q: 3 clusters Score -925310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -925312.687500 Penalty: 3139.545898
	Iteration 70Q: 3 clusters Score -925312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -925315.250000 Penalty: 3139.545898
	Iteration 71Q: 3 clusters Score -925315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -925315.937500 Penalty: 3139.545898
	Iteration 72Q: 3 clusters Score -925315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -925315.687500 Penalty: 3139.545898
	Iteration 73Q: 3 clusters Score -925315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -925317.000000 Penalty: 3139.545898
	Iteration 74Q: 3 clusters Score -925317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -925317.937500 Penalty: 3139.545898
	Iteration 75Q: 3 clusters Score -925317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -925319.687500 Penalty: 3139.545898
	Iteration 76Q: 3 clusters Score -925319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -925320.187500 Penalty: 3139.545898
	Iteration 77Q: 3 clusters Score -925320.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -925323.187500 Penalty: 3139.545898
	Iteration 78Q: 3 clusters Score -925323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -925327.312500 Penalty: 3139.545898
	Iteration 79Q: 3 clusters Score -925327.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -925331.312500 Penalty: 3139.545898
	Iteration 80F: 3 clusters Score -925331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -925336.125000 Penalty: 3139.545898
	Iteration 81Q: 3 clusters Score -925336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -925340.187500 Penalty: 3139.545898
	Iteration 82Q: 3 clusters Score -925340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -925340.000000 Penalty: 3139.545898
	Iteration 83Q: 3 clusters Score -925340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -925342.812500 Penalty: 3139.545898
	Iteration 84Q: 3 clusters Score -925342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -925344.687500 Penalty: 3139.545898
	Iteration 85Q: 3 clusters Score -925344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -925346.625000 Penalty: 3139.545898
	Iteration 86Q: 3 clusters Score -925346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -925348.875000 Penalty: 3139.545898
	Iteration 87Q: 3 clusters Score -925348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -925351.000000 Penalty: 3139.545898
	Iteration 88Q: 3 clusters Score -925351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -925350.375000 Penalty: 3139.545898
	Iteration 89Q: 3 clusters Score -925350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -925352.875000 Penalty: 3139.545898
	Iteration 90Q: 3 clusters Score -925352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -925354.437500 Penalty: 3139.545898
	Iteration 91Q: 3 clusters Score -925354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -925355.625000 Penalty: 3139.545898
	Iteration 92Q: 3 clusters Score -925355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -925356.000000 Penalty: 3139.545898
	Iteration 93Q: 3 clusters Score -925356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -925356.000000 Penalty: 3139.545898
	Iteration 94F: 3 clusters Score -925356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -153770.859375 Penalty: 1271.991455
	Iteration 0F: 2 clusters Score -153770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -151354.906250 Penalty: 2543.982910
	Iteration 0F: 3 clusters Score -151354.9 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -151934.687500 Penalty: 2543.982910
	Iteration 1F: 3 clusters Score -151934.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -152040.968750 Penalty: 2543.982910
	Iteration 2F: 3 clusters Score -152041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -152120.468750 Penalty: 2543.982910
	Iteration 3Q: 3 clusters Score -152120.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -152176.296875 Penalty: 2543.982910
	Iteration 4Q: 3 clusters Score -152176.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -152223.812500 Penalty: 2543.982910
	Iteration 5Q: 3 clusters Score -152223.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -152251.578125 Penalty: 2543.982910
	Iteration 6Q: 3 clusters Score -152251.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -152281.171875 Penalty: 2543.982910
	Iteration 7Q: 3 clusters Score -152281.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -152322.703125 Penalty: 2543.982910
	Iteration 8Q: 3 clusters Score -152322.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -152370.937500 Penalty: 2543.982910
	Iteration 9Q: 3 clusters Score -152370.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -152409.468750 Penalty: 2543.982910
	Iteration 10Q: 3 clusters Score -152409.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -152447.046875 Penalty: 2543.982910
	Iteration 11Q: 3 clusters Score -152447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -152477.328125 Penalty: 2543.982910
	Iteration 12Q: 3 clusters Score -152477.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -152506.281250 Penalty: 2543.982910
	Iteration 13Q: 3 clusters Score -152506.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -152532.281250 Penalty: 2543.982910
	Iteration 14Q: 3 clusters Score -152532.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -152554.984375 Penalty: 2543.982910
	Iteration 15Q: 3 clusters Score -152555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -152578.328125 Penalty: 2543.982910
	Iteration 16Q: 3 clusters Score -152578.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -152604.828125 Penalty: 2543.982910
	Iteration 17Q: 3 clusters Score -152604.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -152624.453125 Penalty: 2543.982910
	Iteration 18Q: 3 clusters Score -152624.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -152647.515625 Penalty: 2543.982910
	Iteration 19Q: 3 clusters Score -152647.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -152662.890625 Penalty: 2543.982910
	Iteration 20F: 3 clusters Score -152662.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -152680.390625 Penalty: 2543.982910
	Iteration 21Q: 3 clusters Score -152680.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -152698.390625 Penalty: 2543.982910
	Iteration 22Q: 3 clusters Score -152698.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -152709.421875 Penalty: 2543.982910
	Iteration 23Q: 3 clusters Score -152709.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -152719.390625 Penalty: 2543.982910
	Iteration 24Q: 3 clusters Score -152719.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -152729.906250 Penalty: 2543.982910
	Iteration 25Q: 3 clusters Score -152729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -152739.296875 Penalty: 2543.982910
	Iteration 26Q: 3 clusters Score -152739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -152744.578125 Penalty: 2543.982910
	Iteration 27Q: 3 clusters Score -152744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -152748.765625 Penalty: 2543.982910
	Iteration 28Q: 3 clusters Score -152748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -152754.031250 Penalty: 2543.982910
	Iteration 29Q: 3 clusters Score -152754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -152761.218750 Penalty: 2543.982910
	Iteration 30Q: 3 clusters Score -152761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -152764.203125 Penalty: 2543.982910
	Iteration 31Q: 3 clusters Score -152764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -152766.765625 Penalty: 2543.982910
	Iteration 32Q: 3 clusters Score -152766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -152768.734375 Penalty: 2543.982910
	Iteration 33Q: 3 clusters Score -152768.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -152769.578125 Penalty: 2543.982910
	Iteration 34Q: 3 clusters Score -152769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -152769.578125 Penalty: 2543.982910
	Iteration 35F: 3 clusters Score -152769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -649592.312500 Penalty: 1514.135742
	Iteration 0F: 2 clusters Score -649592.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -641711.062500 Penalty: 3028.271484
	Iteration 0F: 3 clusters Score -641711.1 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -644211.250000 Penalty: 3028.271484
	Iteration 1F: 3 clusters Score -644211.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -644474.750000 Penalty: 3028.271484
	Iteration 2F: 3 clusters Score -644474.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -644748.062500 Penalty: 3028.271484
	Iteration 3F: 3 clusters Score -644748.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -645062.750000 Penalty: 3028.271484
	Iteration 4F: 3 clusters Score -645062.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -645403.437500 Penalty: 3028.271484
	Iteration 5F: 3 clusters Score -645403.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -645719.062500 Penalty: 3028.271484
	Iteration 6F: 3 clusters Score -645719.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -645997.687500 Penalty: 3028.271484
	Iteration 7Q: 3 clusters Score -645997.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -646244.687500 Penalty: 3028.271484
	Iteration 8Q: 3 clusters Score -646244.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -646478.500000 Penalty: 3028.271484
	Iteration 9Q: 3 clusters Score -646478.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -646696.937500 Penalty: 3028.271484
	Iteration 10Q: 3 clusters Score -646696.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -646914.187500 Penalty: 3028.271484
	Iteration 11Q: 3 clusters Score -646914.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -647107.312500 Penalty: 3028.271484
	Iteration 12Q: 3 clusters Score -647107.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -647286.750000 Penalty: 3028.271484
	Iteration 13Q: 3 clusters Score -647286.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -647475.687500 Penalty: 3028.271484
	Iteration 14Q: 3 clusters Score -647475.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -647632.375000 Penalty: 3028.271484
	Iteration 15Q: 3 clusters Score -647632.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -647772.312500 Penalty: 3028.271484
	Iteration 16Q: 3 clusters Score -647772.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -647875.500000 Penalty: 3028.271484
	Iteration 17Q: 3 clusters Score -647875.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -647954.125000 Penalty: 3028.271484
	Iteration 18Q: 3 clusters Score -647954.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -648012.562500 Penalty: 3028.271484
	Iteration 19Q: 3 clusters Score -648012.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -648067.937500 Penalty: 3028.271484
	Iteration 20F: 3 clusters Score -648067.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -648128.062500 Penalty: 3028.271484
	Iteration 21Q: 3 clusters Score -648128.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -648164.000000 Penalty: 3028.271484
	Iteration 22Q: 3 clusters Score -648164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -648189.812500 Penalty: 3028.271484
	Iteration 23Q: 3 clusters Score -648189.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -648208.000000 Penalty: 3028.271484
	Iteration 24Q: 3 clusters Score -648208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -648218.875000 Penalty: 3028.271484
	Iteration 25Q: 3 clusters Score -648218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -648231.062500 Penalty: 3028.271484
	Iteration 26Q: 3 clusters Score -648231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -648242.875000 Penalty: 3028.271484
	Iteration 27Q: 3 clusters Score -648242.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -648247.812500 Penalty: 3028.271484
	Iteration 28Q: 3 clusters Score -648247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -648251.187500 Penalty: 3028.271484
	Iteration 29Q: 3 clusters Score -648251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -648256.500000 Penalty: 3028.271484
	Iteration 30Q: 3 clusters Score -648256.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -648261.562500 Penalty: 3028.271484
	Iteration 31Q: 3 clusters Score -648261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -648266.500000 Penalty: 3028.271484
	Iteration 32Q: 3 clusters Score -648266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -648268.062500 Penalty: 3028.271484
	Iteration 33Q: 3 clusters Score -648268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -648272.375000 Penalty: 3028.271484
	Iteration 34Q: 3 clusters Score -648272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -648278.812500 Penalty: 3028.271484
	Iteration 35Q: 3 clusters Score -648278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -648280.687500 Penalty: 3028.271484
	Iteration 36Q: 3 clusters Score -648280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -648284.312500 Penalty: 3028.271484
	Iteration 37Q: 3 clusters Score -648284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -648290.062500 Penalty: 3028.271484
	Iteration 38Q: 3 clusters Score -648290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -648293.687500 Penalty: 3028.271484
	Iteration 39Q: 3 clusters Score -648293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -648295.375000 Penalty: 3028.271484
	Iteration 40F: 3 clusters Score -648295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -131173.187500 Penalty: 1265.584351
	Iteration 0F: 2 clusters Score -131173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -128851.632812 Penalty: 2531.168701
	Iteration 0F: 3 clusters Score -128851.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -129368.554688 Penalty: 2531.168701
	Iteration 1F: 3 clusters Score -129368.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -129483.757812 Penalty: 2531.168701
	Iteration 2F: 3 clusters Score -129483.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -129547.171875 Penalty: 2531.168701
	Iteration 3Q: 3 clusters Score -129547.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -129585.437500 Penalty: 2531.168701
	Iteration 4Q: 3 clusters Score -129585.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -129613.914062 Penalty: 2531.168701
	Iteration 5Q: 3 clusters Score -129613.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -129640.492188 Penalty: 2531.168701
	Iteration 6Q: 3 clusters Score -129640.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -129653.984375 Penalty: 2531.168701
	Iteration 7Q: 3 clusters Score -129654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -129670.109375 Penalty: 2531.168701
	Iteration 8Q: 3 clusters Score -129670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -129688.273438 Penalty: 2531.168701
	Iteration 9Q: 3 clusters Score -129688.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -129708.929688 Penalty: 2531.168701
	Iteration 10Q: 3 clusters Score -129708.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -129722.687500 Penalty: 2531.168701
	Iteration 11Q: 3 clusters Score -129722.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -129731.382812 Penalty: 2531.168701
	Iteration 12Q: 3 clusters Score -129731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -129740.101562 Penalty: 2531.168701
	Iteration 13Q: 3 clusters Score -129740.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -129748.007812 Penalty: 2531.168701
	Iteration 14Q: 3 clusters Score -129748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -129758.367188 Penalty: 2531.168701
	Iteration 15Q: 3 clusters Score -129758.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -129768.171875 Penalty: 2531.168701
	Iteration 16Q: 3 clusters Score -129768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -129782.515625 Penalty: 2531.168701
	Iteration 17Q: 3 clusters Score -129782.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -129798.562500 Penalty: 2531.168701
	Iteration 18Q: 3 clusters Score -129798.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -129813.703125 Penalty: 2531.168701
	Iteration 19Q: 3 clusters Score -129813.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -129832.437500 Penalty: 2531.168701
	Iteration 20F: 3 clusters Score -129832.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -129849.070312 Penalty: 2531.168701
	Iteration 21Q: 3 clusters Score -129849.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -129864.023438 Penalty: 2531.168701
	Iteration 22Q: 3 clusters Score -129864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -129883.132812 Penalty: 2531.168701
	Iteration 23Q: 3 clusters Score -129883.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -129897.546875 Penalty: 2531.168701
	Iteration 24Q: 3 clusters Score -129897.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -129915.546875 Penalty: 2531.168701
	Iteration 25Q: 3 clusters Score -129915.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -129927.085938 Penalty: 2531.168701
	Iteration 26Q: 3 clusters Score -129927.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -129941.000000 Penalty: 2531.168701
	Iteration 27Q: 3 clusters Score -129941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -129962.984375 Penalty: 2531.168701
	Iteration 28Q: 3 clusters Score -129963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -129983.726562 Penalty: 2531.168701
	Iteration 29Q: 3 clusters Score -129983.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -130006.742188 Penalty: 2531.168701
	Iteration 30Q: 3 clusters Score -130006.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -130034.093750 Penalty: 2531.168701
	Iteration 31Q: 3 clusters Score -130034.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -130058.703125 Penalty: 2531.168701
	Iteration 32Q: 3 clusters Score -130058.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -130079.679688 Penalty: 2531.168701
	Iteration 33Q: 3 clusters Score -130079.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -130102.156250 Penalty: 2531.168701
	Iteration 34Q: 3 clusters Score -130102.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -130121.101562 Penalty: 2531.168701
	Iteration 35Q: 3 clusters Score -130121.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -130133.734375 Penalty: 2531.168701
	Iteration 36Q: 3 clusters Score -130133.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -130144.742188 Penalty: 2531.168701
	Iteration 37Q: 3 clusters Score -130144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -130157.445312 Penalty: 2531.168701
	Iteration 38Q: 3 clusters Score -130157.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -130169.132812 Penalty: 2531.168701
	Iteration 39Q: 3 clusters Score -130169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -130174.554688 Penalty: 2531.168701
	Iteration 40F: 3 clusters Score -130174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -130180.359375 Penalty: 2531.168701
	Iteration 41Q: 3 clusters Score -130180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -130185.265625 Penalty: 2531.168701
	Iteration 42Q: 3 clusters Score -130185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -130185.593750 Penalty: 2531.168701
	Iteration 43Q: 3 clusters Score -130185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -130185.593750 Penalty: 2531.168701
	Iteration 44F: 3 clusters Score -130185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -124477.820312 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -124477.8 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: -122354.796875 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -122354.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -122860.343750 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -122860.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -122981.312500 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -122981.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -123058.664062 Penalty: 2489.230713
	Iteration 3Q: 3 clusters Score -123058.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -123138.976562 Penalty: 2489.230713
	Iteration 4Q: 3 clusters Score -123139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -123219.265625 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -123219.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -123306.023438 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -123306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -123363.804688 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -123363.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -123392.718750 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -123392.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -123413.367188 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -123413.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -123427.570312 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -123427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -123438.750000 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -123438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -123446.953125 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -123447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -123454.500000 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -123454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -123458.656250 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -123458.7 nChanged 9
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: -123463.632812 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -123463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -123468.476562 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -123468.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -123473.695312 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -123473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -123478.296875 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -123478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -123482.125000 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -123482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -123484.898438 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -123484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -123486.414062 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -123486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -123490.835938 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -123490.8 nChanged 8
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: -123494.796875 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -123494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -123497.195312 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -123497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -123499.273438 Penalty: 2489.230713
	Iteration 25Q: 3 clusters Score -123499.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -123500.921875 Penalty: 2489.230713
	Iteration 26Q: 3 clusters Score -123500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -123501.500000 Penalty: 2489.230713
	Iteration 27Q: 3 clusters Score -123501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -123502.742188 Penalty: 2489.230713
	Iteration 28Q: 3 clusters Score -123502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -123504.867188 Penalty: 2489.230713
	Iteration 29Q: 3 clusters Score -123504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -123508.273438 Penalty: 2489.230713
	Iteration 30Q: 3 clusters Score -123508.3 nChanged 6
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: -123511.093750 Penalty: 2489.230713
	Iteration 31Q: 3 clusters Score -123511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -123513.132812 Penalty: 2489.230713
	Iteration 32Q: 3 clusters Score -123513.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -123517.257812 Penalty: 2489.230713
	Iteration 33Q: 3 clusters Score -123517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -123521.460938 Penalty: 2489.230713
	Iteration 34Q: 3 clusters Score -123521.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -123527.351562 Penalty: 2489.230713
	Iteration 35Q: 3 clusters Score -123527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -123535.406250 Penalty: 2489.230713
	Iteration 36Q: 3 clusters Score -123535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -123540.820312 Penalty: 2489.230713
	Iteration 37Q: 3 clusters Score -123540.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -123546.406250 Penalty: 2489.230713
	Iteration 38Q: 3 clusters Score -123546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -123551.054688 Penalty: 2489.230713
	Iteration 39Q: 3 clusters Score -123551.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -123557.335938 Penalty: 2489.230713
	Iteration 40F: 3 clusters Score -123557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -123564.656250 Penalty: 2489.230713
	Iteration 41Q: 3 clusters Score -123564.7 nChanged 10
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: -123571.968750 Penalty: 2489.230713
	Iteration 42Q: 3 clusters Score -123572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -123583.062500 Penalty: 2489.230713
	Iteration 43Q: 3 clusters Score -123583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -123599.578125 Penalty: 2489.230713
	Iteration 44Q: 3 clusters Score -123599.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -123613.742188 Penalty: 2489.230713
	Iteration 45Q: 3 clusters Score -123613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -123630.351562 Penalty: 2489.230713
	Iteration 46Q: 3 clusters Score -123630.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -123652.812500 Penalty: 2489.230713
	Iteration 47Q: 3 clusters Score -123652.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -123671.648438 Penalty: 2489.230713
	Iteration 48Q: 3 clusters Score -123671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -123682.578125 Penalty: 2489.230713
	Iteration 49Q: 3 clusters Score -123682.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -123694.031250 Penalty: 2489.230713
	Iteration 50Q: 3 clusters Score -123694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -123706.898438 Penalty: 2489.230713
	Iteration 51Q: 3 clusters Score -123706.9 nChanged 16
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: -123724.140625 Penalty: 2489.230713
	Iteration 52Q: 3 clusters Score -123724.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -123749.781250 Penalty: 2489.230713
	Iteration 53Q: 3 clusters Score -123749.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -123772.664062 Penalty: 2489.230713
	Iteration 54Q: 3 clusters Score -123772.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -123783.679688 Penalty: 2489.230713
	Iteration 55Q: 3 clusters Score -123783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -123794.039062 Penalty: 2489.230713
	Iteration 56Q: 3 clusters Score -123794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -123811.343750 Penalty: 2489.230713
	Iteration 57Q: 3 clusters Score -123811.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -123827.476562 Penalty: 2489.230713
	Iteration 58Q: 3 clusters Score -123827.5 nChanged 19
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: -123849.132812 Penalty: 2489.230713
	Iteration 59Q: 3 clusters Score -123849.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -123871.640625 Penalty: 2489.230713
	Iteration 60F: 3 clusters Score -123871.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -123913.046875 Penalty: 2489.230713
	Iteration 61Q: 3 clusters Score -123913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -123945.554688 Penalty: 2489.230713
	Iteration 62Q: 3 clusters Score -123945.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -123969.164062 Penalty: 2489.230713
	Iteration 63Q: 3 clusters Score -123969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -123984.921875 Penalty: 2489.230713
	Iteration 64Q: 3 clusters Score -123984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -123999.781250 Penalty: 2489.230713
	Iteration 65Q: 3 clusters Score -123999.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -124004.132812 Penalty: 2489.230713
	Iteration 66Q: 3 clusters Score -124004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -124008.078125 Penalty: 2489.230713
	Iteration 67Q: 3 clusters Score -124008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -124008.953125 Penalty: 2489.230713
	Iteration 68Q: 3 clusters Score -124009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -124010.093750 Penalty: 2489.230713
	Iteration 69Q: 3 clusters Score -124010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -124010.093750 Penalty: 2489.230713
	Iteration 70F: 3 clusters Score -124010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -239397.968750 Penalty: 1353.804443
	Iteration 0F: 2 clusters Score -239398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -236039.500000 Penalty: 2707.608887
	Iteration 0F: 3 clusters Score -236039.5 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -237016.765625 Penalty: 2707.608887
	Iteration 1F: 3 clusters Score -237016.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -237267.578125 Penalty: 2707.608887
	Iteration 2F: 3 clusters Score -237267.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -237507.046875 Penalty: 2707.608887
	Iteration 3F: 3 clusters Score -237507 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -237733.718750 Penalty: 2707.608887
	Iteration 4F: 3 clusters Score -237733.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -237916.546875 Penalty: 2707.608887
	Iteration 5F: 3 clusters Score -237916.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -238059.265625 Penalty: 2707.608887
	Iteration 6Q: 3 clusters Score -238059.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -238184.875000 Penalty: 2707.608887
	Iteration 7Q: 3 clusters Score -238184.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -238298.296875 Penalty: 2707.608887
	Iteration 8Q: 3 clusters Score -238298.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -238382.015625 Penalty: 2707.608887
	Iteration 9Q: 3 clusters Score -238382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -238448.687500 Penalty: 2707.608887
	Iteration 10Q: 3 clusters Score -238448.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -238498.062500 Penalty: 2707.608887
	Iteration 11Q: 3 clusters Score -238498.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -238537.859375 Penalty: 2707.608887
	Iteration 12Q: 3 clusters Score -238537.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -238561.421875 Penalty: 2707.608887
	Iteration 13Q: 3 clusters Score -238561.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -238580.125000 Penalty: 2707.608887
	Iteration 14Q: 3 clusters Score -238580.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -238610.375000 Penalty: 2707.608887
	Iteration 15Q: 3 clusters Score -238610.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -238634.437500 Penalty: 2707.608887
	Iteration 16Q: 3 clusters Score -238634.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -238684.093750 Penalty: 2707.608887
	Iteration 17Q: 3 clusters Score -238684.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -238773.265625 Penalty: 2707.608887
	Iteration 18Q: 3 clusters Score -238773.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -238940.031250 Penalty: 2707.608887
	Iteration 19Q: 3 clusters Score -238940 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -239157.703125 Penalty: 2707.608887
	Iteration 20F: 3 clusters Score -239157.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -239306.078125 Penalty: 2707.608887
	Iteration 21Q: 3 clusters Score -239306.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -239387.531250 Penalty: 2707.608887
	Iteration 22Q: 3 clusters Score -239387.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -239418.765625 Penalty: 2707.608887
	Iteration 23Q: 3 clusters Score -239418.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -239439.250000 Penalty: 2707.608887
	Iteration 24Q: 3 clusters Score -239439.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -239449.843750 Penalty: 2707.608887
	Iteration 25Q: 3 clusters Score -239449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -239459.406250 Penalty: 2707.608887
	Iteration 26Q: 3 clusters Score -239459.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -239468.765625 Penalty: 2707.608887
	Iteration 27Q: 3 clusters Score -239468.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -239484.109375 Penalty: 2707.608887
	Iteration 28Q: 3 clusters Score -239484.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -239496.609375 Penalty: 2707.608887
	Iteration 29Q: 3 clusters Score -239496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -239505.578125 Penalty: 2707.608887
	Iteration 30Q: 3 clusters Score -239505.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -239522.500000 Penalty: 2707.608887
	Iteration 31Q: 3 clusters Score -239522.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -239545.375000 Penalty: 2707.608887
	Iteration 32Q: 3 clusters Score -239545.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -239578.140625 Penalty: 2707.608887
	Iteration 33Q: 3 clusters Score -239578.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -239615.375000 Penalty: 2707.608887
	Iteration 34Q: 3 clusters Score -239615.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -239647.515625 Penalty: 2707.608887
	Iteration 35Q: 3 clusters Score -239647.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -239691.890625 Penalty: 2707.608887
	Iteration 36Q: 3 clusters Score -239691.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -239730.593750 Penalty: 2707.608887
	Iteration 37Q: 3 clusters Score -239730.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -239739.171875 Penalty: 2707.608887
	Iteration 38Q: 3 clusters Score -239739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -239743.687500 Penalty: 2707.608887
	Iteration 39Q: 3 clusters Score -239743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -239747.250000 Penalty: 2707.608887
	Iteration 40F: 3 clusters Score -239747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -239749.015625 Penalty: 2707.608887
	Iteration 41Q: 3 clusters Score -239749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -239750.171875 Penalty: 2707.608887
	Iteration 42Q: 3 clusters Score -239750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -239750.703125 Penalty: 2707.608887
	Iteration 43Q: 3 clusters Score -239750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -239751.359375 Penalty: 2707.608887
	Iteration 44Q: 3 clusters Score -239751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -239752.656250 Penalty: 2707.608887
	Iteration 45Q: 3 clusters Score -239752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -239753.781250 Penalty: 2707.608887
	Iteration 46Q: 3 clusters Score -239753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -239755.765625 Penalty: 2707.608887
	Iteration 47Q: 3 clusters Score -239755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -239757.640625 Penalty: 2707.608887
	Iteration 48Q: 3 clusters Score -239757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -239758.187500 Penalty: 2707.608887
	Iteration 49Q: 3 clusters Score -239758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -239758.187500 Penalty: 2707.608887
	Iteration 50F: 3 clusters Score -239758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 2984 members 
Entering Unmasked Estep 
Score: -12703202.000000 Penalty: 82366.320312
Splitting cluster 21 changes total score from -12703276.000000 to -12703202.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (9480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Entering Unmasked Estep 
Score: -505666.718750 Penalty: 1488.002686
	Iteration 0F: 2 clusters Score -505666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -498840.687500 Penalty: 2976.005371
	Iteration 0F: 3 clusters Score -498840.7 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -501350.156250 Penalty: 2976.005371
	Iteration 1F: 3 clusters Score -501350.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -501978.406250 Penalty: 2976.005371
	Iteration 2F: 3 clusters Score -501978.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -502615.687500 Penalty: 2976.005371
	Iteration 3F: 3 clusters Score -502615.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -503124.093750 Penalty: 2976.005371
	Iteration 4F: 3 clusters Score -503124.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -503535.000000 Penalty: 2976.005371
	Iteration 5F: 3 clusters Score -503535 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -503849.093750 Penalty: 2976.005371
	Iteration 6Q: 3 clusters Score -503849.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -504053.156250 Penalty: 2976.005371
	Iteration 7Q: 3 clusters Score -504053.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -504154.875000 Penalty: 2976.005371
	Iteration 8Q: 3 clusters Score -504154.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -504210.375000 Penalty: 2976.005371
	Iteration 9Q: 3 clusters Score -504210.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -504238.218750 Penalty: 2976.005371
	Iteration 10Q: 3 clusters Score -504238.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -504259.812500 Penalty: 2976.005371
	Iteration 11Q: 3 clusters Score -504259.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -504277.687500 Penalty: 2976.005371
	Iteration 12Q: 3 clusters Score -504277.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -504286.531250 Penalty: 2976.005371
	Iteration 13Q: 3 clusters Score -504286.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -504290.562500 Penalty: 2976.005371
	Iteration 14Q: 3 clusters Score -504290.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -504291.375000 Penalty: 2976.005371
	Iteration 15Q: 3 clusters Score -504291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -504293.062500 Penalty: 2976.005371
	Iteration 16Q: 3 clusters Score -504293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -504294.937500 Penalty: 2976.005371
	Iteration 17Q: 3 clusters Score -504294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -504296.343750 Penalty: 2976.005371
	Iteration 18Q: 3 clusters Score -504296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -504296.218750 Penalty: 2976.005371
	Iteration 19Q: 3 clusters Score -504296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -504297.656250 Penalty: 2976.005371
	Iteration 20F: 3 clusters Score -504297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -504298.218750 Penalty: 2976.005371
	Iteration 21Q: 3 clusters Score -504298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -504298.062500 Penalty: 2976.005371
	Iteration 22Q: 3 clusters Score -504298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -504298.937500 Penalty: 2976.005371
	Iteration 23Q: 3 clusters Score -504298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -504298.375000 Penalty: 2976.005371
	Iteration 24Q: 3 clusters Score -504298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -504298.375000 Penalty: 2976.005371
	Iteration 25F: 3 clusters Score -504298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Entering Unmasked Estep 
Score: -1042481.375000 Penalty: 1594.107300
	Iteration 0F: 2 clusters Score -1042481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1030135.437500 Penalty: 3188.214600
	Iteration 0F: 3 clusters Score -1030135 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1034896.937500 Penalty: 3188.214600
	Iteration 1F: 3 clusters Score -1034897 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1035853.000000 Penalty: 3188.214600
	Iteration 2F: 3 clusters Score -1035853 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1037006.125000 Penalty: 3188.214600
	Iteration 3F: 3 clusters Score -1037006 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1038094.000000 Penalty: 3188.214600
	Iteration 4F: 3 clusters Score -1038094 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1038948.187500 Penalty: 3188.214600
	Iteration 5F: 3 clusters Score -1038948 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1039483.062500 Penalty: 3188.214600
	Iteration 6F: 3 clusters Score -1039483 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1039780.937500 Penalty: 3188.214600
	Iteration 7Q: 3 clusters Score -1039781 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1039972.750000 Penalty: 3188.214600
	Iteration 8Q: 3 clusters Score -1039973 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1040130.812500 Penalty: 3188.214600
	Iteration 9Q: 3 clusters Score -1040131 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1040260.750000 Penalty: 3188.214600
	Iteration 10Q: 3 clusters Score -1040261 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1040360.000000 Penalty: 3188.214600
	Iteration 11Q: 3 clusters Score -1040360 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1040461.312500 Penalty: 3188.214600
	Iteration 12Q: 3 clusters Score -1040461 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1040565.687500 Penalty: 3188.214600
	Iteration 13Q: 3 clusters Score -1040566 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1040685.812500 Penalty: 3188.214600
	Iteration 14Q: 3 clusters Score -1040686 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1040815.875000 Penalty: 3188.214600
	Iteration 15Q: 3 clusters Score -1040816 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1040994.812500 Penalty: 3188.214600
	Iteration 16Q: 3 clusters Score -1040995 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1041180.000000 Penalty: 3188.214600
	Iteration 17Q: 3 clusters Score -1041180 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1041343.062500 Penalty: 3188.214600
	Iteration 18Q: 3 clusters Score -1041343 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1041489.500000 Penalty: 3188.214600
	Iteration 19Q: 3 clusters Score -1041490 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1041632.750000 Penalty: 3188.214600
	Iteration 20F: 3 clusters Score -1041633 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1041766.687500 Penalty: 3188.214600
	Iteration 21Q: 3 clusters Score -1041767 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1041895.750000 Penalty: 3188.214600
	Iteration 22Q: 3 clusters Score -1041896 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1042029.187500 Penalty: 3188.214600
	Iteration 23Q: 3 clusters Score -1042029 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1042137.000000 Penalty: 3188.214600
	Iteration 24Q: 3 clusters Score -1042137 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1042216.437500 Penalty: 3188.214600
	Iteration 25Q: 3 clusters Score -1042216 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1042277.562500 Penalty: 3188.214600
	Iteration 26Q: 3 clusters Score -1042278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1042318.375000 Penalty: 3188.214600
	Iteration 27Q: 3 clusters Score -1042318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1042342.000000 Penalty: 3188.214600
	Iteration 28Q: 3 clusters Score -1042342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1042357.500000 Penalty: 3188.214600
	Iteration 29Q: 3 clusters Score -1042358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1042366.187500 Penalty: 3188.214600
	Iteration 30Q: 3 clusters Score -1042366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1042385.875000 Penalty: 3188.214600
	Iteration 31Q: 3 clusters Score -1042386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1042396.937500 Penalty: 3188.214600
	Iteration 32Q: 3 clusters Score -1042397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1042411.187500 Penalty: 3188.214600
	Iteration 33Q: 3 clusters Score -1042411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1042429.625000 Penalty: 3188.214600
	Iteration 34Q: 3 clusters Score -1042430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1042445.062500 Penalty: 3188.214600
	Iteration 35Q: 3 clusters Score -1042445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1042450.812500 Penalty: 3188.214600
	Iteration 36Q: 3 clusters Score -1042451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1042464.562500 Penalty: 3188.214600
	Iteration 37Q: 3 clusters Score -1042465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1042472.125000 Penalty: 3188.214600
	Iteration 38Q: 3 clusters Score -1042472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1042477.437500 Penalty: 3188.214600
	Iteration 39Q: 3 clusters Score -1042477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1042477.812500 Penalty: 3188.214600
	Iteration 40F: 3 clusters Score -1042478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1042484.687500 Penalty: 3188.214600
	Iteration 41Q: 3 clusters Score -1042485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1042483.250000 Penalty: 3188.214600
	Iteration 42Q: 3 clusters Score -1042483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1042484.187500 Penalty: 3188.214600
	Iteration 43Q: 3 clusters Score -1042484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1042486.562500 Penalty: 3188.214600
	Iteration 44Q: 3 clusters Score -1042487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1042486.000000 Penalty: 3188.214600
	Iteration 45Q: 3 clusters Score -1042486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1042487.937500 Penalty: 3188.214600
	Iteration 46Q: 3 clusters Score -1042488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1042488.187500 Penalty: 3188.214600
	Iteration 47Q: 3 clusters Score -1042488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1042492.312500 Penalty: 3188.214600
	Iteration 48Q: 3 clusters Score -1042492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1042490.437500 Penalty: 3188.214600
	Iteration 49Q: 3 clusters Score -1042490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1042494.750000 Penalty: 3188.214600
	Iteration 50Q: 3 clusters Score -1042495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1042499.812500 Penalty: 3188.214600
	Iteration 51Q: 3 clusters Score -1042500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1042504.625000 Penalty: 3188.214600
	Iteration 52Q: 3 clusters Score -1042505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1042505.562500 Penalty: 3188.214600
	Iteration 53Q: 3 clusters Score -1042506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1042509.187500 Penalty: 3188.214600
	Iteration 54Q: 3 clusters Score -1042509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1042511.812500 Penalty: 3188.214600
	Iteration 55Q: 3 clusters Score -1042512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1042511.750000 Penalty: 3188.214600
	Iteration 56Q: 3 clusters Score -1042512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1042515.562500 Penalty: 3188.214600
	Iteration 57Q: 3 clusters Score -1042516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1042516.875000 Penalty: 3188.214600
	Iteration 58Q: 3 clusters Score -1042517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1042519.062500 Penalty: 3188.214600
	Iteration 59Q: 3 clusters Score -1042519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1042519.250000 Penalty: 3188.214600
	Iteration 60F: 3 clusters Score -1042519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1042523.187500 Penalty: 3188.214600
	Iteration 61Q: 3 clusters Score -1042523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1042522.937500 Penalty: 3188.214600
	Iteration 62Q: 3 clusters Score -1042523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1042523.437500 Penalty: 3188.214600
	Iteration 63Q: 3 clusters Score -1042523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1042526.312500 Penalty: 3188.214600
	Iteration 64Q: 3 clusters Score -1042526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1042527.750000 Penalty: 3188.214600
	Iteration 65Q: 3 clusters Score -1042528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1042526.625000 Penalty: 3188.214600
	Iteration 66Q: 3 clusters Score -1042527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1042529.000000 Penalty: 3188.214600
	Iteration 67Q: 3 clusters Score -1042529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1042527.625000 Penalty: 3188.214600
	Iteration 68Q: 3 clusters Score -1042528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1042529.625000 Penalty: 3188.214600
	Iteration 69Q: 3 clusters Score -1042530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1042529.312500 Penalty: 3188.214600
	Iteration 70Q: 3 clusters Score -1042529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1042531.562500 Penalty: 3188.214600
	Iteration 71Q: 3 clusters Score -1042532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1042530.000000 Penalty: 3188.214600
	Iteration 72Q: 3 clusters Score -1042530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1042528.062500 Penalty: 3188.214600
	Iteration 73Q: 3 clusters Score -1042528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1042528.062500 Penalty: 3188.214600
	Iteration 74F: 3 clusters Score -1042528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 8642 members 
Entering Unmasked Estep 
Score: -12703048.000000 Penalty: 82366.320312
Splitting cluster 23 changes total score from -12703276.000000 to -12703048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -176839.718750 Penalty: 1337.035400
	Iteration 0F: 2 clusters Score -176839.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -173620.734375 Penalty: 2674.070801
	Iteration 0F: 3 clusters Score -173620.7 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -174554.671875 Penalty: 2674.070801
	Iteration 1F: 3 clusters Score -174554.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -174873.156250 Penalty: 2674.070801
	Iteration 2F: 3 clusters Score -174873.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -175102.281250 Penalty: 2674.070801
	Iteration 3F: 3 clusters Score -175102.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -175254.421875 Penalty: 2674.070801
	Iteration 4F: 3 clusters Score -175254.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -175359.703125 Penalty: 2674.070801
	Iteration 5Q: 3 clusters Score -175359.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -175445.375000 Penalty: 2674.070801
	Iteration 6Q: 3 clusters Score -175445.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -175502.593750 Penalty: 2674.070801
	Iteration 7Q: 3 clusters Score -175502.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -175536.671875 Penalty: 2674.070801
	Iteration 8Q: 3 clusters Score -175536.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -175567.859375 Penalty: 2674.070801
	Iteration 9Q: 3 clusters Score -175567.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -175592.906250 Penalty: 2674.070801
	Iteration 10Q: 3 clusters Score -175592.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -175613.765625 Penalty: 2674.070801
	Iteration 11Q: 3 clusters Score -175613.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -175638.687500 Penalty: 2674.070801
	Iteration 12Q: 3 clusters Score -175638.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -175660.468750 Penalty: 2674.070801
	Iteration 13Q: 3 clusters Score -175660.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -175675.859375 Penalty: 2674.070801
	Iteration 14Q: 3 clusters Score -175675.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -175687.843750 Penalty: 2674.070801
	Iteration 15Q: 3 clusters Score -175687.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -175699.593750 Penalty: 2674.070801
	Iteration 16Q: 3 clusters Score -175699.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -175710.406250 Penalty: 2674.070801
	Iteration 17Q: 3 clusters Score -175710.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -175724.406250 Penalty: 2674.070801
	Iteration 18Q: 3 clusters Score -175724.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -175733.609375 Penalty: 2674.070801
	Iteration 19Q: 3 clusters Score -175733.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -175744.546875 Penalty: 2674.070801
	Iteration 20F: 3 clusters Score -175744.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -175751.328125 Penalty: 2674.070801
	Iteration 21Q: 3 clusters Score -175751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -175755.843750 Penalty: 2674.070801
	Iteration 22Q: 3 clusters Score -175755.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -175759.734375 Penalty: 2674.070801
	Iteration 23Q: 3 clusters Score -175759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -175762.781250 Penalty: 2674.070801
	Iteration 24Q: 3 clusters Score -175762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -175766.234375 Penalty: 2674.070801
	Iteration 25Q: 3 clusters Score -175766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -175769.703125 Penalty: 2674.070801
	Iteration 26Q: 3 clusters Score -175769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -175774.671875 Penalty: 2674.070801
	Iteration 27Q: 3 clusters Score -175774.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -175782.390625 Penalty: 2674.070801
	Iteration 28Q: 3 clusters Score -175782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -175792.390625 Penalty: 2674.070801
	Iteration 29Q: 3 clusters Score -175792.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -175800.578125 Penalty: 2674.070801
	Iteration 30Q: 3 clusters Score -175800.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -175808.812500 Penalty: 2674.070801
	Iteration 31Q: 3 clusters Score -175808.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -175819.765625 Penalty: 2674.070801
	Iteration 32Q: 3 clusters Score -175819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -175828.421875 Penalty: 2674.070801
	Iteration 33Q: 3 clusters Score -175828.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -175834.484375 Penalty: 2674.070801
	Iteration 34Q: 3 clusters Score -175834.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -175837.687500 Penalty: 2674.070801
	Iteration 35Q: 3 clusters Score -175837.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -175841.703125 Penalty: 2674.070801
	Iteration 36Q: 3 clusters Score -175841.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -175845.093750 Penalty: 2674.070801
	Iteration 37Q: 3 clusters Score -175845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -175848.828125 Penalty: 2674.070801
	Iteration 38Q: 3 clusters Score -175848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -175851.218750 Penalty: 2674.070801
	Iteration 39Q: 3 clusters Score -175851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -175852.484375 Penalty: 2674.070801
	Iteration 40F: 3 clusters Score -175852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -175854.656250 Penalty: 2674.070801
	Iteration 41Q: 3 clusters Score -175854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -175855.437500 Penalty: 2674.070801
	Iteration 42Q: 3 clusters Score -175855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -175855.921875 Penalty: 2674.070801
	Iteration 43Q: 3 clusters Score -175855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -175855.921875 Penalty: 2674.070801
	Iteration 44F: 3 clusters Score -175855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -237350.281250 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -237350.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -234026.859375 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -234026.9 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -234950.187500 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -234950.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -235188.234375 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -235188.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -235373.734375 Penalty: 2700.484863
	Iteration 3F: 3 clusters Score -235373.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -235531.437500 Penalty: 2700.484863
	Iteration 4F: 3 clusters Score -235531.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -235655.843750 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -235655.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -235791.843750 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -235791.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235951.625000 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -235951.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -236118.125000 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -236118.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -236329.500000 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -236329.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -236526.781250 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -236526.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -236661.281250 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -236661.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -236804.906250 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -236804.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -236918.781250 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -236918.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -236989.828125 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -236989.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -237032.828125 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -237032.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -237060.062500 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -237060.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -237082.640625 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -237082.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -237109.109375 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -237109.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -237125.953125 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -237126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -237131.984375 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -237132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -237137.828125 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -237137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -237144.093750 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -237144.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -237150.890625 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -237150.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -237157.906250 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -237157.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -237162.703125 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -237162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -237167.437500 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -237167.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -237171.656250 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -237171.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -237178.296875 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -237178.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -237184.375000 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -237184.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -237192.703125 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -237192.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -237201.937500 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -237201.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -237215.093750 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -237215.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -237237.562500 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -237237.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -237268.875000 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -237268.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -237326.031250 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -237326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -237399.546875 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -237399.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -237481.328125 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -237481.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -237551.968750 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -237552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -237603.093750 Penalty: 2700.484863
	Iteration 39Q: 3 clusters Score -237603.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -237642.312500 Penalty: 2700.484863
	Iteration 40F: 3 clusters Score -237642.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -237662.796875 Penalty: 2700.484863
	Iteration 41Q: 3 clusters Score -237662.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -237679.968750 Penalty: 2700.484863
	Iteration 42Q: 3 clusters Score -237680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -237694.859375 Penalty: 2700.484863
	Iteration 43Q: 3 clusters Score -237694.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -237708.625000 Penalty: 2700.484863
	Iteration 44Q: 3 clusters Score -237708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -237715.859375 Penalty: 2700.484863
	Iteration 45Q: 3 clusters Score -237715.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -237727.359375 Penalty: 2700.484863
	Iteration 46Q: 3 clusters Score -237727.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -237736.875000 Penalty: 2700.484863
	Iteration 47Q: 3 clusters Score -237736.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -237749.046875 Penalty: 2700.484863
	Iteration 48Q: 3 clusters Score -237749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -237757.390625 Penalty: 2700.484863
	Iteration 49Q: 3 clusters Score -237757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -237761.500000 Penalty: 2700.484863
	Iteration 50Q: 3 clusters Score -237761.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -237763.765625 Penalty: 2700.484863
	Iteration 51Q: 3 clusters Score -237763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -237767.203125 Penalty: 2700.484863
	Iteration 52Q: 3 clusters Score -237767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -237769.250000 Penalty: 2700.484863
	Iteration 53Q: 3 clusters Score -237769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -237769.812500 Penalty: 2700.484863
	Iteration 54Q: 3 clusters Score -237769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -237770.468750 Penalty: 2700.484863
	Iteration 55Q: 3 clusters Score -237770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -237770.468750 Penalty: 2700.484863
	Iteration 56F: 3 clusters Score -237770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 2827 members 
Entering Unmasked Estep 
Score: -12703243.000000 Penalty: 82366.320312
Splitting cluster 25 changes total score from -12703276.000000 to -12703243.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -331520.625000 Penalty: 1411.928589
	Iteration 0F: 2 clusters Score -331520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -326885.593750 Penalty: 2823.857178
	Iteration 0F: 3 clusters Score -326885.6 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -328243.031250 Penalty: 2823.857178
	Iteration 1F: 3 clusters Score -328243 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -328415.937500 Penalty: 2823.857178
	Iteration 2F: 3 clusters Score -328415.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -328536.250000 Penalty: 2823.857178
	Iteration 3Q: 3 clusters Score -328536.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -328635.687500 Penalty: 2823.857178
	Iteration 4Q: 3 clusters Score -328635.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -328722.656250 Penalty: 2823.857178
	Iteration 5Q: 3 clusters Score -328722.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -328819.625000 Penalty: 2823.857178
	Iteration 6Q: 3 clusters Score -328819.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -328926.406250 Penalty: 2823.857178
	Iteration 7Q: 3 clusters Score -328926.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -329072.343750 Penalty: 2823.857178
	Iteration 8Q: 3 clusters Score -329072.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -329264.218750 Penalty: 2823.857178
	Iteration 9Q: 3 clusters Score -329264.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -329464.093750 Penalty: 2823.857178
	Iteration 10Q: 3 clusters Score -329464.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -329677.093750 Penalty: 2823.857178
	Iteration 11Q: 3 clusters Score -329677.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -329893.750000 Penalty: 2823.857178
	Iteration 12Q: 3 clusters Score -329893.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -330088.562500 Penalty: 2823.857178
	Iteration 13Q: 3 clusters Score -330088.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -330230.593750 Penalty: 2823.857178
	Iteration 14Q: 3 clusters Score -330230.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -330326.562500 Penalty: 2823.857178
	Iteration 15Q: 3 clusters Score -330326.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -330397.062500 Penalty: 2823.857178
	Iteration 16Q: 3 clusters Score -330397.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -330443.968750 Penalty: 2823.857178
	Iteration 17Q: 3 clusters Score -330444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -330477.906250 Penalty: 2823.857178
	Iteration 18Q: 3 clusters Score -330477.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -330517.937500 Penalty: 2823.857178
	Iteration 19Q: 3 clusters Score -330517.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -330548.656250 Penalty: 2823.857178
	Iteration 20F: 3 clusters Score -330548.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -330582.625000 Penalty: 2823.857178
	Iteration 21Q: 3 clusters Score -330582.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -330613.250000 Penalty: 2823.857178
	Iteration 22Q: 3 clusters Score -330613.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -330649.281250 Penalty: 2823.857178
	Iteration 23Q: 3 clusters Score -330649.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -330695.718750 Penalty: 2823.857178
	Iteration 24Q: 3 clusters Score -330695.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -330742.062500 Penalty: 2823.857178
	Iteration 25Q: 3 clusters Score -330742.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -330809.062500 Penalty: 2823.857178
	Iteration 26Q: 3 clusters Score -330809.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -330879.750000 Penalty: 2823.857178
	Iteration 27Q: 3 clusters Score -330879.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -330952.218750 Penalty: 2823.857178
	Iteration 28Q: 3 clusters Score -330952.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -331014.250000 Penalty: 2823.857178
	Iteration 29Q: 3 clusters Score -331014.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -331048.000000 Penalty: 2823.857178
	Iteration 30Q: 3 clusters Score -331048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -331074.343750 Penalty: 2823.857178
	Iteration 31Q: 3 clusters Score -331074.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -331092.281250 Penalty: 2823.857178
	Iteration 32Q: 3 clusters Score -331092.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -331105.281250 Penalty: 2823.857178
	Iteration 33Q: 3 clusters Score -331105.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -331113.625000 Penalty: 2823.857178
	Iteration 34Q: 3 clusters Score -331113.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -331117.437500 Penalty: 2823.857178
	Iteration 35Q: 3 clusters Score -331117.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -331119.843750 Penalty: 2823.857178
	Iteration 36Q: 3 clusters Score -331119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -331122.656250 Penalty: 2823.857178
	Iteration 37Q: 3 clusters Score -331122.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -331124.593750 Penalty: 2823.857178
	Iteration 38Q: 3 clusters Score -331124.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -331126.531250 Penalty: 2823.857178
	Iteration 39Q: 3 clusters Score -331126.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -331128.187500 Penalty: 2823.857178
	Iteration 40F: 3 clusters Score -331128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -331129.406250 Penalty: 2823.857178
	Iteration 41Q: 3 clusters Score -331129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -331130.656250 Penalty: 2823.857178
	Iteration 42Q: 3 clusters Score -331130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -331131.437500 Penalty: 2823.857178
	Iteration 43Q: 3 clusters Score -331131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -331131.281250 Penalty: 2823.857178
	Iteration 44Q: 3 clusters Score -331131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -331131.531250 Penalty: 2823.857178
	Iteration 45Q: 3 clusters Score -331131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -331132.718750 Penalty: 2823.857178
	Iteration 46Q: 3 clusters Score -331132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -331132.468750 Penalty: 2823.857178
	Iteration 47Q: 3 clusters Score -331132.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -331132.156250 Penalty: 2823.857178
	Iteration 48Q: 3 clusters Score -331132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -331132.593750 Penalty: 2823.857178
	Iteration 49Q: 3 clusters Score -331132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -331132.593750 Penalty: 2823.857178
	Iteration 50F: 3 clusters Score -331132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11192.831055 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11192.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10375.962891 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -10375.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10441.329102 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -10441.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10459.892578 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -10459.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10459.892578 Penalty: 1760.232666
	Iteration 3F: 3 clusters Score -10459.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -70196.125000 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -70196.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68582.406250 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -68582.41 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -68908.265625 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -68908.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68997.148438 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -68997.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69051.976562 Penalty: 2318.321289
	Iteration 3Q: 3 clusters Score -69051.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -69092.695312 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -69092.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -69133.765625 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -69133.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69159.070312 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -69159.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69187.609375 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -69187.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69214.218750 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -69214.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69235.484375 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -69235.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69253.703125 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -69253.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69269.375000 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -69269.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69288.593750 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -69288.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69301.757812 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -69301.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69315.289062 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -69315.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69331.062500 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -69331.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69344.617188 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -69344.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69356.898438 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -69356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69360.234375 Penalty: 2318.321289
	Iteration 18Q: 3 clusters Score -69360.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69365.539062 Penalty: 2318.321289
	Iteration 19Q: 3 clusters Score -69365.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69366.632812 Penalty: 2318.321289
	Iteration 20F: 3 clusters Score -69366.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69369.625000 Penalty: 2318.321289
	Iteration 21Q: 3 clusters Score -69369.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69372.171875 Penalty: 2318.321289
	Iteration 22Q: 3 clusters Score -69372.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69372.343750 Penalty: 2318.321289
	Iteration 23Q: 3 clusters Score -69372.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69372.343750 Penalty: 2318.321289
	Iteration 24F: 3 clusters Score -69372.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Entering Unmasked Estep 
Score: -721750.875000 Penalty: 1528.366333
	Iteration 0F: 2 clusters Score -721750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -713135.062500 Penalty: 3056.732666
	Iteration 0F: 3 clusters Score -713135.1 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -716315.812500 Penalty: 3056.732666
	Iteration 1F: 3 clusters Score -716315.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -716821.000000 Penalty: 3056.732666
	Iteration 2F: 3 clusters Score -716821 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -717374.437500 Penalty: 3056.732666
	Iteration 3F: 3 clusters Score -717374.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -717971.312500 Penalty: 3056.732666
	Iteration 4F: 3 clusters Score -717971.3 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -718586.062500 Penalty: 3056.732666
	Iteration 5F: 3 clusters Score -718586.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -719111.500000 Penalty: 3056.732666
	Iteration 6F: 3 clusters Score -719111.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -719507.000000 Penalty: 3056.732666
	Iteration 7Q: 3 clusters Score -719507 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -719792.562500 Penalty: 3056.732666
	Iteration 8Q: 3 clusters Score -719792.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -720010.000000 Penalty: 3056.732666
	Iteration 9Q: 3 clusters Score -720010 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -720158.625000 Penalty: 3056.732666
	Iteration 10Q: 3 clusters Score -720158.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -720254.562500 Penalty: 3056.732666
	Iteration 11Q: 3 clusters Score -720254.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -720309.125000 Penalty: 3056.732666
	Iteration 12Q: 3 clusters Score -720309.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -720342.562500 Penalty: 3056.732666
	Iteration 13Q: 3 clusters Score -720342.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -720364.125000 Penalty: 3056.732666
	Iteration 14Q: 3 clusters Score -720364.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -720380.937500 Penalty: 3056.732666
	Iteration 15Q: 3 clusters Score -720380.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -720383.187500 Penalty: 3056.732666
	Iteration 16Q: 3 clusters Score -720383.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -720393.062500 Penalty: 3056.732666
	Iteration 17Q: 3 clusters Score -720393.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -720399.062500 Penalty: 3056.732666
	Iteration 18Q: 3 clusters Score -720399.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -720400.437500 Penalty: 3056.732666
	Iteration 19Q: 3 clusters Score -720400.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -720401.375000 Penalty: 3056.732666
	Iteration 20F: 3 clusters Score -720401.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -720401.687500 Penalty: 3056.732666
	Iteration 21Q: 3 clusters Score -720401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -720403.062500 Penalty: 3056.732666
	Iteration 22Q: 3 clusters Score -720403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -720402.125000 Penalty: 3056.732666
	Iteration 23Q: 3 clusters Score -720402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -720404.500000 Penalty: 3056.732666
	Iteration 24Q: 3 clusters Score -720404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -720405.750000 Penalty: 3056.732666
	Iteration 25Q: 3 clusters Score -720405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -720407.937500 Penalty: 3056.732666
	Iteration 26Q: 3 clusters Score -720407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -720406.937500 Penalty: 3056.732666
	Iteration 27Q: 3 clusters Score -720406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -720409.437500 Penalty: 3056.732666
	Iteration 28Q: 3 clusters Score -720409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -720411.312500 Penalty: 3056.732666
	Iteration 29Q: 3 clusters Score -720411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -720408.687500 Penalty: 3056.732666
	Iteration 30Q: 3 clusters Score -720408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -720409.312500 Penalty: 3056.732666
	Iteration 31Q: 3 clusters Score -720409.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -720408.187500 Penalty: 3056.732666
	Iteration 32Q: 3 clusters Score -720408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -720411.937500 Penalty: 3056.732666
	Iteration 33Q: 3 clusters Score -720411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -720411.375000 Penalty: 3056.732666
	Iteration 34Q: 3 clusters Score -720411.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -720413.000000 Penalty: 3056.732666
	Iteration 35Q: 3 clusters Score -720413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -720412.062500 Penalty: 3056.732666
	Iteration 36Q: 3 clusters Score -720412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -720414.437500 Penalty: 3056.732666
	Iteration 37Q: 3 clusters Score -720414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -720413.062500 Penalty: 3056.732666
	Iteration 38Q: 3 clusters Score -720413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -720412.312500 Penalty: 3056.732666
	Iteration 39Q: 3 clusters Score -720412.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -720412.937500 Penalty: 3056.732666
	Iteration 40F: 3 clusters Score -720412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -720415.250000 Penalty: 3056.732666
	Iteration 41Q: 3 clusters Score -720415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -720415.125000 Penalty: 3056.732666
	Iteration 42Q: 3 clusters Score -720415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -720414.812500 Penalty: 3056.732666
	Iteration 43Q: 3 clusters Score -720414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -720415.062500 Penalty: 3056.732666
	Iteration 44Q: 3 clusters Score -720415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -720415.500000 Penalty: 3056.732666
	Iteration 45Q: 3 clusters Score -720415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -720415.500000 Penalty: 3056.732666
	Iteration 46F: 3 clusters Score -720415.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -57055.703125 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -57055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -55538.773438 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -55538.77 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -55862.074219 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -55862.07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -55974.496094 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -55974.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -56048.464844 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -56048.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -56129.582031 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -56129.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56206.253906 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -56206.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -56321.796875 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -56321.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -56553.738281 Penalty: 2268.826904
	Iteration 7F: 3 clusters Score -56553.74 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -56864.757812 Penalty: 2268.826904
	Iteration 8F: 3 clusters Score -56864.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -56965.085938 Penalty: 2268.826904
	Iteration 9F: 3 clusters Score -56965.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -57023.996094 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -57024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -57064.746094 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -57064.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -57096.746094 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -57096.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -57117.382812 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -57117.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -57145.953125 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -57145.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -57165.988281 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -57165.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -57204.703125 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -57204.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -57288.492188 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -57288.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -57377.570312 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -57377.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -57444.597656 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -57444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -57482.074219 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -57482.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -57488.550781 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -57488.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -57488.550781 Penalty: 2268.826904
	Iteration 22F: 3 clusters Score -57488.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 1953 members 
Mstep: Class 41 contains 805 members 
Entering Unmasked Estep 
Score: -12703053.000000 Penalty: 82366.320312
Splitting cluster 30 changes total score from -12703276.000000 to -12703053.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -76313.015625 Penalty: 1168.729614
	Iteration 0F: 2 clusters Score -76313.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -74672.656250 Penalty: 2337.459229
	Iteration 0F: 3 clusters Score -74672.66 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -74974.640625 Penalty: 2337.459229
	Iteration 1F: 3 clusters Score -74974.64 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -75081.250000 Penalty: 2337.459229
	Iteration 2F: 3 clusters Score -75081.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75148.250000 Penalty: 2337.459229
	Iteration 3Q: 3 clusters Score -75148.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75188.390625 Penalty: 2337.459229
	Iteration 4Q: 3 clusters Score -75188.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75222.007812 Penalty: 2337.459229
	Iteration 5Q: 3 clusters Score -75222.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -75248.734375 Penalty: 2337.459229
	Iteration 6Q: 3 clusters Score -75248.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -75265.328125 Penalty: 2337.459229
	Iteration 7Q: 3 clusters Score -75265.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -75280.757812 Penalty: 2337.459229
	Iteration 8Q: 3 clusters Score -75280.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -75298.976562 Penalty: 2337.459229
	Iteration 9Q: 3 clusters Score -75298.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -75313.609375 Penalty: 2337.459229
	Iteration 10Q: 3 clusters Score -75313.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -75317.750000 Penalty: 2337.459229
	Iteration 11Q: 3 clusters Score -75317.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -75325.796875 Penalty: 2337.459229
	Iteration 12Q: 3 clusters Score -75325.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75329.515625 Penalty: 2337.459229
	Iteration 13Q: 3 clusters Score -75329.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -75332.796875 Penalty: 2337.459229
	Iteration 14Q: 3 clusters Score -75332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -75338.007812 Penalty: 2337.459229
	Iteration 15Q: 3 clusters Score -75338.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75339.554688 Penalty: 2337.459229
	Iteration 16Q: 3 clusters Score -75339.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75340.523438 Penalty: 2337.459229
	Iteration 17Q: 3 clusters Score -75340.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75343.234375 Penalty: 2337.459229
	Iteration 18Q: 3 clusters Score -75343.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -75345.031250 Penalty: 2337.459229
	Iteration 19Q: 3 clusters Score -75345.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75346.078125 Penalty: 2337.459229
	Iteration 20F: 3 clusters Score -75346.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75346.398438 Penalty: 2337.459229
	Iteration 21Q: 3 clusters Score -75346.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -75346.398438 Penalty: 2337.459229
	Iteration 22F: 3 clusters Score -75346.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Entering Unmasked Estep 
Score: -251859.937500 Penalty: 1366.778198
	Iteration 0F: 2 clusters Score -251859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -248192.437500 Penalty: 2733.556396
	Iteration 0F: 3 clusters Score -248192.4 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -249129.421875 Penalty: 2733.556396
	Iteration 1F: 3 clusters Score -249129.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -249308.015625 Penalty: 2733.556396
	Iteration 2F: 3 clusters Score -249308 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -249420.609375 Penalty: 2733.556396
	Iteration 3F: 3 clusters Score -249420.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -249539.968750 Penalty: 2733.556396
	Iteration 4Q: 3 clusters Score -249540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -249657.421875 Penalty: 2733.556396
	Iteration 5Q: 3 clusters Score -249657.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -249761.484375 Penalty: 2733.556396
	Iteration 6Q: 3 clusters Score -249761.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -249872.593750 Penalty: 2733.556396
	Iteration 7Q: 3 clusters Score -249872.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -249984.296875 Penalty: 2733.556396
	Iteration 8Q: 3 clusters Score -249984.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -250085.078125 Penalty: 2733.556396
	Iteration 9Q: 3 clusters Score -250085.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -250189.750000 Penalty: 2733.556396
	Iteration 10Q: 3 clusters Score -250189.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -250275.859375 Penalty: 2733.556396
	Iteration 11Q: 3 clusters Score -250275.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -250346.296875 Penalty: 2733.556396
	Iteration 12Q: 3 clusters Score -250346.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -250403.484375 Penalty: 2733.556396
	Iteration 13Q: 3 clusters Score -250403.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -250449.859375 Penalty: 2733.556396
	Iteration 14Q: 3 clusters Score -250449.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -250484.265625 Penalty: 2733.556396
	Iteration 15Q: 3 clusters Score -250484.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -250508.281250 Penalty: 2733.556396
	Iteration 16Q: 3 clusters Score -250508.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -250528.703125 Penalty: 2733.556396
	Iteration 17Q: 3 clusters Score -250528.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -250548.734375 Penalty: 2733.556396
	Iteration 18Q: 3 clusters Score -250548.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -250567.875000 Penalty: 2733.556396
	Iteration 19Q: 3 clusters Score -250567.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -250582.968750 Penalty: 2733.556396
	Iteration 20F: 3 clusters Score -250583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -250594.500000 Penalty: 2733.556396
	Iteration 21Q: 3 clusters Score -250594.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -250602.765625 Penalty: 2733.556396
	Iteration 22Q: 3 clusters Score -250602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -250609.781250 Penalty: 2733.556396
	Iteration 23Q: 3 clusters Score -250609.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -250618.765625 Penalty: 2733.556396
	Iteration 24Q: 3 clusters Score -250618.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -250634.093750 Penalty: 2733.556396
	Iteration 25Q: 3 clusters Score -250634.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -250649.921875 Penalty: 2733.556396
	Iteration 26Q: 3 clusters Score -250649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -250659.921875 Penalty: 2733.556396
	Iteration 27Q: 3 clusters Score -250659.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -250664.187500 Penalty: 2733.556396
	Iteration 28Q: 3 clusters Score -250664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -250666.812500 Penalty: 2733.556396
	Iteration 29Q: 3 clusters Score -250666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -250669.828125 Penalty: 2733.556396
	Iteration 30Q: 3 clusters Score -250669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -250671.984375 Penalty: 2733.556396
	Iteration 31Q: 3 clusters Score -250672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -250673.906250 Penalty: 2733.556396
	Iteration 32Q: 3 clusters Score -250673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -250674.468750 Penalty: 2733.556396
	Iteration 33Q: 3 clusters Score -250674.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -250675.031250 Penalty: 2733.556396
	Iteration 34Q: 3 clusters Score -250675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -250675.031250 Penalty: 2733.556396
	Iteration 35F: 3 clusters Score -250675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -32652.277344 Penalty: 1034.551392
	Iteration 0F: 2 clusters Score -32652.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31513.863281 Penalty: 2069.102783
	Iteration 0F: 3 clusters Score -31513.86 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31682.376953 Penalty: 2069.102783
	Iteration 1F: 3 clusters Score -31682.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31744.052734 Penalty: 2069.102783
	Iteration 2F: 3 clusters Score -31744.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31765.320312 Penalty: 2069.102783
	Iteration 3Q: 3 clusters Score -31765.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31773.763672 Penalty: 2069.102783
	Iteration 4Q: 3 clusters Score -31773.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31775.826172 Penalty: 2069.102783
	Iteration 5Q: 3 clusters Score -31775.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31781.585938 Penalty: 2069.102783
	Iteration 6Q: 3 clusters Score -31781.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31781.585938 Penalty: 2069.102783
	Iteration 7F: 3 clusters Score -31781.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -115228.382812 Penalty: 1237.085083
	Iteration 0F: 2 clusters Score -115228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -113151.179688 Penalty: 2474.170166
	Iteration 0F: 3 clusters Score -113151.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -113650.312500 Penalty: 2474.170166
	Iteration 1F: 3 clusters Score -113650.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -113776.429688 Penalty: 2474.170166
	Iteration 2F: 3 clusters Score -113776.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -113899.843750 Penalty: 2474.170166
	Iteration 3F: 3 clusters Score -113899.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -113993.851562 Penalty: 2474.170166
	Iteration 4Q: 3 clusters Score -113993.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -114079.437500 Penalty: 2474.170166
	Iteration 5Q: 3 clusters Score -114079.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -114163.117188 Penalty: 2474.170166
	Iteration 6Q: 3 clusters Score -114163.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -114253.070312 Penalty: 2474.170166
	Iteration 7Q: 3 clusters Score -114253.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -114325.968750 Penalty: 2474.170166
	Iteration 8Q: 3 clusters Score -114326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -114380.656250 Penalty: 2474.170166
	Iteration 9Q: 3 clusters Score -114380.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -114410.015625 Penalty: 2474.170166
	Iteration 10Q: 3 clusters Score -114410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -114432.023438 Penalty: 2474.170166
	Iteration 11Q: 3 clusters Score -114432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -114446.664062 Penalty: 2474.170166
	Iteration 12Q: 3 clusters Score -114446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -114454.406250 Penalty: 2474.170166
	Iteration 13Q: 3 clusters Score -114454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -114460.679688 Penalty: 2474.170166
	Iteration 14Q: 3 clusters Score -114460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -114465.718750 Penalty: 2474.170166
	Iteration 15Q: 3 clusters Score -114465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -114469.406250 Penalty: 2474.170166
	Iteration 16Q: 3 clusters Score -114469.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -114474.453125 Penalty: 2474.170166
	Iteration 17Q: 3 clusters Score -114474.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -114480.718750 Penalty: 2474.170166
	Iteration 18Q: 3 clusters Score -114480.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -114483.609375 Penalty: 2474.170166
	Iteration 19Q: 3 clusters Score -114483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -114489.789062 Penalty: 2474.170166
	Iteration 20F: 3 clusters Score -114489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -114493.953125 Penalty: 2474.170166
	Iteration 21Q: 3 clusters Score -114494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -114494.906250 Penalty: 2474.170166
	Iteration 22Q: 3 clusters Score -114494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -114494.906250 Penalty: 2474.170166
	Iteration 23F: 3 clusters Score -114494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -105795.046875 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -105795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -103780.210938 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -103780.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -104270.281250 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -104270.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -104397.250000 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -104397.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -104496.851562 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -104496.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -104593.718750 Penalty: 2453.280762
	Iteration 4F: 3 clusters Score -104593.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -104680.570312 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -104680.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104749.640625 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -104749.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104801.945312 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -104801.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -104837.007812 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -104837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104859.960938 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -104860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -104875.039062 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -104875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -104892.171875 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -104892.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -104910.414062 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -104910.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -104940.492188 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -104940.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -104992.460938 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -104992.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -105064.210938 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -105064.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -105126.359375 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -105126.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -105180.414062 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -105180.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -105227.335938 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -105227.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -105268.195312 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -105268.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -105304.609375 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -105304.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -105328.781250 Penalty: 2453.280762
	Iteration 21Q: 3 clusters Score -105328.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -105342.632812 Penalty: 2453.280762
	Iteration 22Q: 3 clusters Score -105342.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -105355.367188 Penalty: 2453.280762
	Iteration 23Q: 3 clusters Score -105355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -105364.039062 Penalty: 2453.280762
	Iteration 24Q: 3 clusters Score -105364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -105367.734375 Penalty: 2453.280762
	Iteration 25Q: 3 clusters Score -105367.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -105368.375000 Penalty: 2453.280762
	Iteration 26Q: 3 clusters Score -105368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -105368.375000 Penalty: 2453.280762
	Iteration 27F: 3 clusters Score -105368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -221272.875000 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -221272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -218076.359375 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -218076.4 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -218853.203125 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -218853.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -219001.390625 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -219001.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -219117.468750 Penalty: 2675.024170
	Iteration 3F: 3 clusters Score -219117.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -219200.953125 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -219201 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -219253.531250 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -219253.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -219296.484375 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -219296.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -219326.609375 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -219326.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -219344.625000 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -219344.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -219362.890625 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -219362.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -219379.578125 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -219379.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -219393.296875 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -219393.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -219406.015625 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -219406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -219418.171875 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -219418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -219429.437500 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -219429.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -219438.000000 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -219438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -219449.531250 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -219449.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -219460.812500 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -219460.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -219469.515625 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -219469.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -219477.984375 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -219478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -219485.125000 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -219485.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -219491.484375 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -219491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -219494.234375 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -219494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -219498.187500 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -219498.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -219503.984375 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -219504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -219510.937500 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -219510.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219517.203125 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -219517.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -219525.281250 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -219525.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -219538.156250 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -219538.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -219551.578125 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -219551.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -219566.000000 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -219566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219585.750000 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -219585.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -219602.968750 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -219603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219621.312500 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -219621.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219642.406250 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -219642.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -219672.437500 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -219672.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -219706.687500 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -219706.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -219739.859375 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -219739.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -219771.093750 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -219771.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -219797.593750 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -219797.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -219830.921875 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -219830.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -219861.437500 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -219861.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -219894.031250 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -219894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -219925.484375 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -219925.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -219953.312500 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -219953.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -219972.296875 Penalty: 2675.024170
	Iteration 45Q: 3 clusters Score -219972.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -219991.640625 Penalty: 2675.024170
	Iteration 46Q: 3 clusters Score -219991.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -220019.156250 Penalty: 2675.024170
	Iteration 47Q: 3 clusters Score -220019.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -220049.609375 Penalty: 2675.024170
	Iteration 48Q: 3 clusters Score -220049.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -220072.593750 Penalty: 2675.024170
	Iteration 49Q: 3 clusters Score -220072.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -220085.468750 Penalty: 2675.024170
	Iteration 50Q: 3 clusters Score -220085.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -220094.296875 Penalty: 2675.024170
	Iteration 51Q: 3 clusters Score -220094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -220101.218750 Penalty: 2675.024170
	Iteration 52Q: 3 clusters Score -220101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -220109.640625 Penalty: 2675.024170
	Iteration 53Q: 3 clusters Score -220109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -220117.562500 Penalty: 2675.024170
	Iteration 54Q: 3 clusters Score -220117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -220122.093750 Penalty: 2675.024170
	Iteration 55Q: 3 clusters Score -220122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -220124.593750 Penalty: 2675.024170
	Iteration 56Q: 3 clusters Score -220124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -220126.828125 Penalty: 2675.024170
	Iteration 57Q: 3 clusters Score -220126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -220127.937500 Penalty: 2675.024170
	Iteration 58Q: 3 clusters Score -220127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -220131.171875 Penalty: 2675.024170
	Iteration 59Q: 3 clusters Score -220131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -220135.203125 Penalty: 2675.024170
	Iteration 60F: 3 clusters Score -220135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -220140.281250 Penalty: 2675.024170
	Iteration 61Q: 3 clusters Score -220140.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -220143.265625 Penalty: 2675.024170
	Iteration 62Q: 3 clusters Score -220143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -220144.562500 Penalty: 2675.024170
	Iteration 63Q: 3 clusters Score -220144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -220146.000000 Penalty: 2675.024170
	Iteration 64Q: 3 clusters Score -220146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -220146.000000 Penalty: 2675.024170
	Iteration 65F: 3 clusters Score -220146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Entering Unmasked Estep 
Score: -401346.031250 Penalty: 1433.147461
	Iteration 0F: 2 clusters Score -401346 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 3347 members 
Entering Unmasked Estep 
Score: -396314.875000 Penalty: 2866.294922
	Iteration 0F: 3 clusters Score -396314.9 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -397863.375000 Penalty: 2866.294922
	Iteration 1F: 3 clusters Score -397863.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -398101.718750 Penalty: 2866.294922
	Iteration 2F: 3 clusters Score -398101.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -398285.093750 Penalty: 2866.294922
	Iteration 3F: 3 clusters Score -398285.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -398420.437500 Penalty: 2866.294922
	Iteration 4Q: 3 clusters Score -398420.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -398533.187500 Penalty: 2866.294922
	Iteration 5Q: 3 clusters Score -398533.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -398636.375000 Penalty: 2866.294922
	Iteration 6Q: 3 clusters Score -398636.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -398735.687500 Penalty: 2866.294922
	Iteration 7Q: 3 clusters Score -398735.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -398846.093750 Penalty: 2866.294922
	Iteration 8Q: 3 clusters Score -398846.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -398979.031250 Penalty: 2866.294922
	Iteration 9Q: 3 clusters Score -398979 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -399107.031250 Penalty: 2866.294922
	Iteration 10Q: 3 clusters Score -399107 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399239.781250 Penalty: 2866.294922
	Iteration 11Q: 3 clusters Score -399239.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -399352.281250 Penalty: 2866.294922
	Iteration 12Q: 3 clusters Score -399352.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -399471.468750 Penalty: 2866.294922
	Iteration 13Q: 3 clusters Score -399471.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -399570.906250 Penalty: 2866.294922
	Iteration 14Q: 3 clusters Score -399570.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -399661.437500 Penalty: 2866.294922
	Iteration 15Q: 3 clusters Score -399661.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -399758.000000 Penalty: 2866.294922
	Iteration 16Q: 3 clusters Score -399758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -399841.468750 Penalty: 2866.294922
	Iteration 17Q: 3 clusters Score -399841.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -399914.156250 Penalty: 2866.294922
	Iteration 18Q: 3 clusters Score -399914.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -399968.750000 Penalty: 2866.294922
	Iteration 19Q: 3 clusters Score -399968.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -400027.406250 Penalty: 2866.294922
	Iteration 20F: 3 clusters Score -400027.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -400082.468750 Penalty: 2866.294922
	Iteration 21Q: 3 clusters Score -400082.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -400124.531250 Penalty: 2866.294922
	Iteration 22Q: 3 clusters Score -400124.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -400160.406250 Penalty: 2866.294922
	Iteration 23Q: 3 clusters Score -400160.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -400189.500000 Penalty: 2866.294922
	Iteration 24Q: 3 clusters Score -400189.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -400221.531250 Penalty: 2866.294922
	Iteration 25Q: 3 clusters Score -400221.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -400234.062500 Penalty: 2866.294922
	Iteration 26Q: 3 clusters Score -400234.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -400246.593750 Penalty: 2866.294922
	Iteration 27Q: 3 clusters Score -400246.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -400260.062500 Penalty: 2866.294922
	Iteration 28Q: 3 clusters Score -400260.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -400268.531250 Penalty: 2866.294922
	Iteration 29Q: 3 clusters Score -400268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -400273.031250 Penalty: 2866.294922
	Iteration 30Q: 3 clusters Score -400273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -400277.125000 Penalty: 2866.294922
	Iteration 31Q: 3 clusters Score -400277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -400281.906250 Penalty: 2866.294922
	Iteration 32Q: 3 clusters Score -400281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -400286.531250 Penalty: 2866.294922
	Iteration 33Q: 3 clusters Score -400286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -400290.937500 Penalty: 2866.294922
	Iteration 34Q: 3 clusters Score -400290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -400292.781250 Penalty: 2866.294922
	Iteration 35Q: 3 clusters Score -400292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -400293.968750 Penalty: 2866.294922
	Iteration 36Q: 3 clusters Score -400294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -400294.687500 Penalty: 2866.294922
	Iteration 37Q: 3 clusters Score -400294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -400295.343750 Penalty: 2866.294922
	Iteration 38Q: 3 clusters Score -400295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -400295.406250 Penalty: 2866.294922
	Iteration 39Q: 3 clusters Score -400295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -400295.218750 Penalty: 2866.294922
	Iteration 40F: 3 clusters Score -400295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -400298.375000 Penalty: 2866.294922
	Iteration 41Q: 3 clusters Score -400298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -400299.218750 Penalty: 2866.294922
	Iteration 42Q: 3 clusters Score -400299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -400302.375000 Penalty: 2866.294922
	Iteration 43Q: 3 clusters Score -400302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -400302.812500 Penalty: 2866.294922
	Iteration 44Q: 3 clusters Score -400302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -400303.781250 Penalty: 2866.294922
	Iteration 45Q: 3 clusters Score -400303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -400304.218750 Penalty: 2866.294922
	Iteration 46Q: 3 clusters Score -400304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -400304.218750 Penalty: 2866.294922
	Iteration 47F: 3 clusters Score -400304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -29666.781250 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -29666.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28548.771484 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -28548.77 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28744.421875 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -28744.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28809.414062 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -28809.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28839.382812 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -28839.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28858.873047 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -28858.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28876.349609 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -28876.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28891.154297 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -28891.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28894.746094 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -28894.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28897.150391 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -28897.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28898.187500 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -28898.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28898.187500 Penalty: 2064.604492
	Iteration 10F: 3 clusters Score -28898.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Entering Unmasked Estep 
Score: -741406.562500 Penalty: 1529.843750
	Iteration 0F: 2 clusters Score -741406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -732829.437500 Penalty: 3059.687500
	Iteration 0F: 3 clusters Score -732829.4 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -735613.187500 Penalty: 3059.687500
	Iteration 1F: 3 clusters Score -735613.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -735962.000000 Penalty: 3059.687500
	Iteration 2F: 3 clusters Score -735962 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -736368.375000 Penalty: 3059.687500
	Iteration 3F: 3 clusters Score -736368.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -736832.875000 Penalty: 3059.687500
	Iteration 4F: 3 clusters Score -736832.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -737310.750000 Penalty: 3059.687500
	Iteration 5F: 3 clusters Score -737310.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -737799.562500 Penalty: 3059.687500
	Iteration 6F: 3 clusters Score -737799.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -738236.875000 Penalty: 3059.687500
	Iteration 7F: 3 clusters Score -738236.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -738616.375000 Penalty: 3059.687500
	Iteration 8Q: 3 clusters Score -738616.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -738938.687500 Penalty: 3059.687500
	Iteration 9Q: 3 clusters Score -738938.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -739195.937500 Penalty: 3059.687500
	Iteration 10Q: 3 clusters Score -739195.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -739424.062500 Penalty: 3059.687500
	Iteration 11Q: 3 clusters Score -739424.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -739672.187500 Penalty: 3059.687500
	Iteration 12Q: 3 clusters Score -739672.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -739873.937500 Penalty: 3059.687500
	Iteration 13Q: 3 clusters Score -739873.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -740037.562500 Penalty: 3059.687500
	Iteration 14Q: 3 clusters Score -740037.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -740153.875000 Penalty: 3059.687500
	Iteration 15Q: 3 clusters Score -740153.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -740235.500000 Penalty: 3059.687500
	Iteration 16Q: 3 clusters Score -740235.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -740275.562500 Penalty: 3059.687500
	Iteration 17Q: 3 clusters Score -740275.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -740309.250000 Penalty: 3059.687500
	Iteration 18Q: 3 clusters Score -740309.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -740329.375000 Penalty: 3059.687500
	Iteration 19Q: 3 clusters Score -740329.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -740338.250000 Penalty: 3059.687500
	Iteration 20F: 3 clusters Score -740338.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -740349.937500 Penalty: 3059.687500
	Iteration 21Q: 3 clusters Score -740349.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -740358.750000 Penalty: 3059.687500
	Iteration 22Q: 3 clusters Score -740358.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -740366.375000 Penalty: 3059.687500
	Iteration 23Q: 3 clusters Score -740366.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -740375.937500 Penalty: 3059.687500
	Iteration 24Q: 3 clusters Score -740375.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -740380.687500 Penalty: 3059.687500
	Iteration 25Q: 3 clusters Score -740380.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -740390.250000 Penalty: 3059.687500
	Iteration 26Q: 3 clusters Score -740390.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -740397.625000 Penalty: 3059.687500
	Iteration 27Q: 3 clusters Score -740397.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -740407.562500 Penalty: 3059.687500
	Iteration 28Q: 3 clusters Score -740407.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -740412.187500 Penalty: 3059.687500
	Iteration 29Q: 3 clusters Score -740412.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -740421.250000 Penalty: 3059.687500
	Iteration 30Q: 3 clusters Score -740421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -740430.250000 Penalty: 3059.687500
	Iteration 31Q: 3 clusters Score -740430.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -740437.187500 Penalty: 3059.687500
	Iteration 32Q: 3 clusters Score -740437.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -740442.000000 Penalty: 3059.687500
	Iteration 33Q: 3 clusters Score -740442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -740445.500000 Penalty: 3059.687500
	Iteration 34Q: 3 clusters Score -740445.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -740449.000000 Penalty: 3059.687500
	Iteration 35Q: 3 clusters Score -740449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -740455.375000 Penalty: 3059.687500
	Iteration 36Q: 3 clusters Score -740455.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -740458.875000 Penalty: 3059.687500
	Iteration 37Q: 3 clusters Score -740458.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -740463.062500 Penalty: 3059.687500
	Iteration 38Q: 3 clusters Score -740463.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -740465.687500 Penalty: 3059.687500
	Iteration 39Q: 3 clusters Score -740465.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -740469.937500 Penalty: 3059.687500
	Iteration 40F: 3 clusters Score -740469.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -740475.625000 Penalty: 3059.687500
	Iteration 41Q: 3 clusters Score -740475.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -740478.000000 Penalty: 3059.687500
	Iteration 42Q: 3 clusters Score -740478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -740480.687500 Penalty: 3059.687500
	Iteration 43Q: 3 clusters Score -740480.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -740483.187500 Penalty: 3059.687500
	Iteration 44Q: 3 clusters Score -740483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -740486.062500 Penalty: 3059.687500
	Iteration 45Q: 3 clusters Score -740486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -740486.875000 Penalty: 3059.687500
	Iteration 46Q: 3 clusters Score -740486.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -740487.125000 Penalty: 3059.687500
	Iteration 47Q: 3 clusters Score -740487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -740487.187500 Penalty: 3059.687500
	Iteration 48Q: 3 clusters Score -740487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -740486.625000 Penalty: 3059.687500
	Iteration 49Q: 3 clusters Score -740486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -740486.562500 Penalty: 3059.687500
	Iteration 50Q: 3 clusters Score -740486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -740486.187500 Penalty: 3059.687500
	Iteration 51Q: 3 clusters Score -740486.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -740490.375000 Penalty: 3059.687500
	Iteration 52Q: 3 clusters Score -740490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -740491.125000 Penalty: 3059.687500
	Iteration 53Q: 3 clusters Score -740491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -740493.250000 Penalty: 3059.687500
	Iteration 54Q: 3 clusters Score -740493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -740493.187500 Penalty: 3059.687500
	Iteration 55Q: 3 clusters Score -740493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -740494.187500 Penalty: 3059.687500
	Iteration 56Q: 3 clusters Score -740494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -740494.187500 Penalty: 3059.687500
	Iteration 57F: 3 clusters Score -740494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9480 members 
Mstep: Class 23 contains 18213 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 12153 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2024 members 
Mstep: Class 35 contains 1898 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6764 members 
Mstep: Class 38 contains 574 members 
Mstep: Class 39 contains 12264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703565.000000 Penalty: 80357.382812
Iteration 119Q: 41 clusters Score -1.270356e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26044 members 
Mstep: Class 5 contains 13279 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 593 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 4151 members 
Mstep: Class 22 contains 9481 members 
Mstep: Class 23 contains 18225 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4062 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 12150 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 2025 members 
Mstep: Class 35 contains 1899 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6766 members 
Mstep: Class 38 contains 575 members 
Mstep: Class 39 contains 12265 members 
Mstep: Class 40 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703825.000000 Penalty: 80357.382812
Iteration 120F: 41 clusters Score -1.270382e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26022 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 3465 members 
Mstep: Class 15 contains 596 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 4118 members 
Mstep: Class 22 contains 9409 members 
Mstep: Class 23 contains 18149 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12125 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1996 members 
Mstep: Class 35 contains 1895 members 
Mstep: Class 36 contains 3755 members 
Mstep: Class 37 contains 6751 members 
Mstep: Class 38 contains 575 members 
Mstep: Class 39 contains 12264 members 
Mstep: Class 40 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704075.000000 Penalty: 80357.382812
Iteration 121Q: 41 clusters Score -1.270408e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26006 members 
Mstep: Class 5 contains 13277 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 598 members 
Mstep: Class 16 contains 15681 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 4094 members 
Mstep: Class 22 contains 9366 members 
Mstep: Class 23 contains 18107 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 5935 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12092 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4497 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1979 members 
Mstep: Class 35 contains 1893 members 
Mstep: Class 36 contains 3758 members 
Mstep: Class 37 contains 6736 members 
Mstep: Class 38 contains 575 members 
Mstep: Class 39 contains 12254 members 
Mstep: Class 40 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704219.000000 Penalty: 80357.382812
Iteration 122Q: 41 clusters Score -1.270422e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 25999 members 
Mstep: Class 5 contains 13277 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 653 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 15681 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 4072 members 
Mstep: Class 22 contains 9329 members 
Mstep: Class 23 contains 18052 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 4060 members 
Mstep: Class 26 contains 5934 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 12068 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4497 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 1964 members 
Mstep: Class 35 contains 1886 members 
Mstep: Class 36 contains 3763 members 
Mstep: Class 37 contains 6721 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12245 members 
Mstep: Class 40 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704399.000000 Penalty: 80357.382812
Iteration 123Q: 41 clusters Score -1.27044e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26004 members 
Mstep: Class 5 contains 13277 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 651 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 15681 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 4053 members 
Mstep: Class 22 contains 9301 members 
Mstep: Class 23 contains 18017 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 4059 members 
Mstep: Class 26 contains 5935 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12057 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1328 members 
Mstep: Class 32 contains 4497 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 1948 members 
Mstep: Class 35 contains 1881 members 
Mstep: Class 36 contains 3762 members 
Mstep: Class 37 contains 6710 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12232 members 
Mstep: Class 40 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704489.000000 Penalty: 80357.382812
Iteration 124Q: 41 clusters Score -1.270449e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26015 members 
Mstep: Class 5 contains 13276 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 15681 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2408 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 4048 members 
Mstep: Class 22 contains 9272 members 
Mstep: Class 23 contains 17988 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 5937 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12044 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1330 members 
Mstep: Class 32 contains 4496 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 1879 members 
Mstep: Class 36 contains 3772 members 
Mstep: Class 37 contains 6701 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12221 members 
Mstep: Class 40 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704527.000000 Penalty: 80357.382812
Iteration 125Q: 41 clusters Score -1.270453e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26025 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 15681 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 2151 members 
Mstep: Class 21 contains 4043 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 17952 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 4055 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12042 members 
Mstep: Class 30 contains 1080 members 
Mstep: Class 31 contains 1336 members 
Mstep: Class 32 contains 4497 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1875 members 
Mstep: Class 36 contains 3776 members 
Mstep: Class 37 contains 6693 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12217 members 
Mstep: Class 40 contains 3003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704557.000000 Penalty: 80357.382812
Iteration 126Q: 41 clusters Score -1.270456e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 3423 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 15680 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 4044 members 
Mstep: Class 22 contains 9217 members 
Mstep: Class 23 contains 17923 members 
Mstep: Class 24 contains 3749 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12040 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 1340 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 1874 members 
Mstep: Class 36 contains 3785 members 
Mstep: Class 37 contains 6675 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12212 members 
Mstep: Class 40 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704625.000000 Penalty: 80357.382812
Iteration 127Q: 41 clusters Score -1.270462e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26038 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 3424 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2169 members 
Mstep: Class 21 contains 4040 members 
Mstep: Class 22 contains 9203 members 
Mstep: Class 23 contains 17903 members 
Mstep: Class 24 contains 3749 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12025 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 1341 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 1874 members 
Mstep: Class 36 contains 3786 members 
Mstep: Class 37 contains 6657 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12209 members 
Mstep: Class 40 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704642.000000 Penalty: 80357.382812
Iteration 128Q: 41 clusters Score -1.270464e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26049 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2178 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 17881 members 
Mstep: Class 24 contains 3749 members 
Mstep: Class 25 contains 4051 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 12016 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 1343 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1902 members 
Mstep: Class 35 contains 1872 members 
Mstep: Class 36 contains 3788 members 
Mstep: Class 37 contains 6627 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12204 members 
Mstep: Class 40 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704746.000000 Penalty: 80357.382812
Iteration 129Q: 41 clusters Score -1.270475e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 619 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2183 members 
Mstep: Class 21 contains 4031 members 
Mstep: Class 22 contains 9186 members 
Mstep: Class 23 contains 17853 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 12008 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 1343 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 1872 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 6605 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12206 members 
Mstep: Class 40 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704778.000000 Penalty: 80357.382812
Iteration 130Q: 41 clusters Score -1.270478e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26074 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 17829 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 12002 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 1347 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1901 members 
Mstep: Class 35 contains 1872 members 
Mstep: Class 36 contains 3798 members 
Mstep: Class 37 contains 6576 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12203 members 
Mstep: Class 40 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704749.000000 Penalty: 80357.382812
Iteration 131Q: 41 clusters Score -1.270475e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26070 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 820 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2209 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 9156 members 
Mstep: Class 23 contains 17812 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 11994 members 
Mstep: Class 30 contains 1078 members 
Mstep: Class 31 contains 1349 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 1871 members 
Mstep: Class 36 contains 3796 members 
Mstep: Class 37 contains 6556 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12204 members 
Mstep: Class 40 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704792.000000 Penalty: 80357.382812
Iteration 132Q: 41 clusters Score -1.270479e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2230 members 
Mstep: Class 21 contains 4031 members 
Mstep: Class 22 contains 9147 members 
Mstep: Class 23 contains 17792 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 11977 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1354 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 1870 members 
Mstep: Class 36 contains 3801 members 
Mstep: Class 37 contains 6533 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12202 members 
Mstep: Class 40 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704807.000000 Penalty: 80357.382812
Iteration 133Q: 41 clusters Score -1.270481e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26070 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 9144 members 
Mstep: Class 23 contains 17777 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 4046 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 11965 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1358 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 3806 members 
Mstep: Class 37 contains 6517 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12195 members 
Mstep: Class 40 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704810.000000 Penalty: 80357.382812
Iteration 134Q: 41 clusters Score -1.270481e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26070 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 4032 members 
Mstep: Class 22 contains 9140 members 
Mstep: Class 23 contains 17765 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 4043 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1251 members 
Mstep: Class 29 contains 11954 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1366 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 1896 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 3805 members 
Mstep: Class 37 contains 6506 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12197 members 
Mstep: Class 40 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704860.000000 Penalty: 80357.382812
Iteration 135Q: 41 clusters Score -1.270486e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26066 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 15679 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 9125 members 
Mstep: Class 23 contains 17750 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4044 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 11945 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1370 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 1898 members 
Mstep: Class 35 contains 1869 members 
Mstep: Class 36 contains 3806 members 
Mstep: Class 37 contains 6498 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12195 members 
Mstep: Class 40 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704828.000000 Penalty: 80357.382812
Iteration 136Q: 41 clusters Score -1.270483e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26074 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 9105 members 
Mstep: Class 23 contains 17730 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11933 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1372 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1897 members 
Mstep: Class 35 contains 1868 members 
Mstep: Class 36 contains 3809 members 
Mstep: Class 37 contains 6493 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12199 members 
Mstep: Class 40 contains 3443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704874.000000 Penalty: 80357.382812
Iteration 137Q: 41 clusters Score -1.270487e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26081 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2291 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 9098 members 
Mstep: Class 23 contains 17707 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11920 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1373 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1894 members 
Mstep: Class 35 contains 1868 members 
Mstep: Class 36 contains 3816 members 
Mstep: Class 37 contains 6482 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12205 members 
Mstep: Class 40 contains 3475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704873.000000 Penalty: 80357.382812
Iteration 138Q: 41 clusters Score -1.270487e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26079 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2301 members 
Mstep: Class 21 contains 4034 members 
Mstep: Class 22 contains 9089 members 
Mstep: Class 23 contains 17686 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 4049 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11914 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1374 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1892 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 6477 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12209 members 
Mstep: Class 40 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704894.000000 Penalty: 80357.382812
Iteration 139Q: 41 clusters Score -1.270489e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26079 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 634 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 9085 members 
Mstep: Class 23 contains 17680 members 
Mstep: Class 24 contains 3753 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11903 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1376 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 1866 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 6470 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12209 members 
Mstep: Class 40 contains 3512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704926.000000 Penalty: 80357.382812
Iteration 140F: 41 clusters Score -1.270493e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2317 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 9085 members 
Mstep: Class 23 contains 17671 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11899 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1379 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3828 members 
Mstep: Class 37 contains 6464 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12201 members 
Mstep: Class 40 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704977.000000 Penalty: 80357.382812
Iteration 141Q: 41 clusters Score -1.270498e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 9086 members 
Mstep: Class 23 contains 17664 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4050 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11893 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1381 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3832 members 
Mstep: Class 37 contains 6458 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12200 members 
Mstep: Class 40 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705005.000000 Penalty: 80357.382812
Iteration 142Q: 41 clusters Score -1.2705e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26074 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 4035 members 
Mstep: Class 22 contains 9081 members 
Mstep: Class 23 contains 17661 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11887 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1381 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1865 members 
Mstep: Class 36 contains 3835 members 
Mstep: Class 37 contains 6456 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12202 members 
Mstep: Class 40 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704977.000000 Penalty: 80357.382812
Iteration 143Q: 41 clusters Score -1.270498e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26071 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2506 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2341 members 
Mstep: Class 21 contains 4037 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 17656 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4042 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11879 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1866 members 
Mstep: Class 36 contains 3838 members 
Mstep: Class 37 contains 6452 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12205 members 
Mstep: Class 40 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705027.000000 Penalty: 80357.382812
Iteration 144Q: 41 clusters Score -1.270503e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 636 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 4037 members 
Mstep: Class 22 contains 9079 members 
Mstep: Class 23 contains 17649 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11871 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3846 members 
Mstep: Class 37 contains 6448 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12202 members 
Mstep: Class 40 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705017.000000 Penalty: 80357.382812
Iteration 145Q: 41 clusters Score -1.270502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 4036 members 
Mstep: Class 22 contains 9072 members 
Mstep: Class 23 contains 17647 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11864 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3855 members 
Mstep: Class 37 contains 6446 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12197 members 
Mstep: Class 40 contains 3568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705027.000000 Penalty: 80357.382812
Iteration 146Q: 41 clusters Score -1.270503e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26075 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 4032 members 
Mstep: Class 22 contains 9055 members 
Mstep: Class 23 contains 17644 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11865 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3862 members 
Mstep: Class 37 contains 6444 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12195 members 
Mstep: Class 40 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704999.000000 Penalty: 80357.382812
Iteration 147Q: 41 clusters Score -1.2705e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26079 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 9047 members 
Mstep: Class 23 contains 17637 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4041 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11863 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1892 members 
Mstep: Class 35 contains 1863 members 
Mstep: Class 36 contains 3872 members 
Mstep: Class 37 contains 6443 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12191 members 
Mstep: Class 40 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704959.000000 Penalty: 80357.382812
Iteration 148Q: 41 clusters Score -1.270496e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26081 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 9039 members 
Mstep: Class 23 contains 17637 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1249 members 
Mstep: Class 29 contains 11858 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1891 members 
Mstep: Class 35 contains 1861 members 
Mstep: Class 36 contains 3878 members 
Mstep: Class 37 contains 6443 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12190 members 
Mstep: Class 40 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704994.000000 Penalty: 80357.382812
Iteration 149Q: 41 clusters Score -1.270499e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2405 members 
Mstep: Class 20 contains 2364 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 9034 members 
Mstep: Class 23 contains 17636 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 11855 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1383 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1860 members 
Mstep: Class 36 contains 3879 members 
Mstep: Class 37 contains 6436 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12187 members 
Mstep: Class 40 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705031.000000 Penalty: 80357.382812
Iteration 150Q: 41 clusters Score -1.270503e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26086 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 638 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 4030 members 
Mstep: Class 22 contains 9024 members 
Mstep: Class 23 contains 17634 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4041 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 11850 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1384 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 3887 members 
Mstep: Class 37 contains 6433 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705017.000000 Penalty: 80357.382812
Iteration 151Q: 41 clusters Score -1.270502e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26091 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 640 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 4029 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4041 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11844 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1386 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 3893 members 
Mstep: Class 37 contains 6429 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 3637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704993.000000 Penalty: 80357.382812
Iteration 152Q: 41 clusters Score -1.270499e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11369 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26097 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15678 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2368 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 3751 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11839 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3898 members 
Mstep: Class 37 contains 6424 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 3644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12704994.000000 Penalty: 80357.382812
Iteration 153Q: 41 clusters Score -1.270499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26101 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8990 members 
Mstep: Class 23 contains 17636 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11835 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1388 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3903 members 
Mstep: Class 37 contains 6421 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12184 members 
Mstep: Class 40 contains 3650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705016.000000 Penalty: 80357.382812
Iteration 154Q: 41 clusters Score -1.270502e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26106 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8985 members 
Mstep: Class 23 contains 17632 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11830 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1389 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3907 members 
Mstep: Class 37 contains 6417 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 3652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705029.000000 Penalty: 80357.382812
Iteration 155Q: 41 clusters Score -1.270503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26109 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 643 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2374 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 8981 members 
Mstep: Class 23 contains 17630 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11829 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1389 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3909 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12184 members 
Mstep: Class 40 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705037.000000 Penalty: 80357.382812
Iteration 156Q: 41 clusters Score -1.270504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 8978 members 
Mstep: Class 23 contains 17630 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1389 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3916 members 
Mstep: Class 37 contains 6410 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12184 members 
Mstep: Class 40 contains 3656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705022.000000 Penalty: 80357.382812
Iteration 157Q: 41 clusters Score -1.270502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 17629 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1390 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1890 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3918 members 
Mstep: Class 37 contains 6414 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705039.000000 Penalty: 80357.382812
Iteration 158Q: 41 clusters Score -1.270504e+07 nChanged 32
Entering ConstructFrom: 
Score: -12705039.000000 Penalty: 80357.382812
Entering ConstructFrom: 
Trying to split cluster 1 (27688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Entering Unmasked Estep 
Score: -1615584.125000 Penalty: 1662.172485
	Iteration 0F: 2 clusters Score -1615584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1596920.000000 Penalty: 3324.344971
	Iteration 0F: 3 clusters Score -1596920 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1604230.125000 Penalty: 3324.344971
	Iteration 1F: 3 clusters Score -1604230 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1604965.750000 Penalty: 3324.344971
	Iteration 2F: 3 clusters Score -1604966 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1605777.875000 Penalty: 3324.344971
	Iteration 3F: 3 clusters Score -1605778 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1606595.625000 Penalty: 3324.344971
	Iteration 4F: 3 clusters Score -1606596 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1607565.250000 Penalty: 3324.344971
	Iteration 5F: 3 clusters Score -1607565 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1608719.125000 Penalty: 3324.344971
	Iteration 6F: 3 clusters Score -1608719 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1610012.750000 Penalty: 3324.344971
	Iteration 7F: 3 clusters Score -1610013 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1611256.625000 Penalty: 3324.344971
	Iteration 8F: 3 clusters Score -1611257 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1612091.125000 Penalty: 3324.344971
	Iteration 9Q: 3 clusters Score -1612091 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1612611.500000 Penalty: 3324.344971
	Iteration 10Q: 3 clusters Score -1612612 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1612965.375000 Penalty: 3324.344971
	Iteration 11Q: 3 clusters Score -1612965 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1613259.625000 Penalty: 3324.344971
	Iteration 12Q: 3 clusters Score -1613260 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1613523.125000 Penalty: 3324.344971
	Iteration 13Q: 3 clusters Score -1613523 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1613759.375000 Penalty: 3324.344971
	Iteration 14Q: 3 clusters Score -1613759 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1613957.000000 Penalty: 3324.344971
	Iteration 15Q: 3 clusters Score -1613957 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1614163.750000 Penalty: 3324.344971
	Iteration 16Q: 3 clusters Score -1614164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1614304.875000 Penalty: 3324.344971
	Iteration 17Q: 3 clusters Score -1614305 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1614421.375000 Penalty: 3324.344971
	Iteration 18Q: 3 clusters Score -1614421 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1614503.625000 Penalty: 3324.344971
	Iteration 19Q: 3 clusters Score -1614504 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1614596.125000 Penalty: 3324.344971
	Iteration 20F: 3 clusters Score -1614596 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1614659.125000 Penalty: 3324.344971
	Iteration 21Q: 3 clusters Score -1614659 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1614697.875000 Penalty: 3324.344971
	Iteration 22Q: 3 clusters Score -1614698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1614726.875000 Penalty: 3324.344971
	Iteration 23Q: 3 clusters Score -1614727 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1614738.750000 Penalty: 3324.344971
	Iteration 24Q: 3 clusters Score -1614739 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1614758.375000 Penalty: 3324.344971
	Iteration 25Q: 3 clusters Score -1614758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1614765.625000 Penalty: 3324.344971
	Iteration 26Q: 3 clusters Score -1614766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1614780.250000 Penalty: 3324.344971
	Iteration 27Q: 3 clusters Score -1614780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1614785.750000 Penalty: 3324.344971
	Iteration 28Q: 3 clusters Score -1614786 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1614791.000000 Penalty: 3324.344971
	Iteration 29Q: 3 clusters Score -1614791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1614790.625000 Penalty: 3324.344971
	Iteration 30Q: 3 clusters Score -1614791 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1614794.625000 Penalty: 3324.344971
	Iteration 31Q: 3 clusters Score -1614795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1614802.250000 Penalty: 3324.344971
	Iteration 32Q: 3 clusters Score -1614802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1614813 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1614817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1614814 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1614817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1614827 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1614833.250000 Penalty: 3324.344971
	Iteration 38Q: 3 clusters Score -1614833 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1614837 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1614855.875000 Penalty: 3324.344971
	Iteration 40F: 3 clusters Score -1614856 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1614863 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1614867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1614882.750000 Penalty: 3324.344971
	Iteration 43Q: 3 clusters Score -1614883 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1614889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1614895 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1614897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1614901.125000 Penalty: 3324.344971
	Iteration 47Q: 3 clusters Score -1614901 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1614911.125000 Penalty: 3324.344971
	Iteration 48Q: 3 clusters Score -1614911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1614911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1614924.125000 Penalty: 3324.344971
	Iteration 50Q: 3 clusters Score -1614924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1614931 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1614939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1614946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1614953 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1614953 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1614959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1614969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1614970 nChanged 68
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Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1614972.250000 Penalty: 3324.344971
	Iteration 59Q: 3 clusters Score -1614972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1614979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1614984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1614988 nChanged 48
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Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1614991.250000 Penalty: 3324.344971
	Iteration 63Q: 3 clusters Score -1614991 nChanged 39
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Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1614987 nChanged 38
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Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1614995.625000 Penalty: 3324.344971
	Iteration 65Q: 3 clusters Score -1614996 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 12818 members 
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	Iteration 66Q: 3 clusters Score -1614994 nChanged 27
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Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 12791 members 
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	Iteration 67Q: 3 clusters Score -1614996 nChanged 33
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Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 12760 members 
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	Iteration 68Q: 3 clusters Score -1615000 nChanged 25
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Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1614994 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1615001.125000 Penalty: 3324.344971
	Iteration 70Q: 3 clusters Score -1615001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1615008.875000 Penalty: 3324.344971
	Iteration 71Q: 3 clusters Score -1615009 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1615012.375000 Penalty: 3324.344971
	Iteration 72Q: 3 clusters Score -1615012 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1615010.500000 Penalty: 3324.344971
	Iteration 73Q: 3 clusters Score -1615010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1615010 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1615011.750000 Penalty: 3324.344971
	Iteration 75Q: 3 clusters Score -1615012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1615013.750000 Penalty: 3324.344971
	Iteration 76Q: 3 clusters Score -1615014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1615022.125000 Penalty: 3324.344971
	Iteration 77Q: 3 clusters Score -1615022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1615021.750000 Penalty: 3324.344971
	Iteration 78Q: 3 clusters Score -1615022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1615026.250000 Penalty: 3324.344971
	Iteration 79Q: 3 clusters Score -1615026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1615030.500000 Penalty: 3324.344971
	Iteration 80F: 3 clusters Score -1615030 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1615028.875000 Penalty: 3324.344971
	Iteration 81Q: 3 clusters Score -1615029 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1615037 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1615043.875000 Penalty: 3324.344971
	Iteration 83Q: 3 clusters Score -1615044 nChanged 67
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Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1615048 nChanged 56
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Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1615051 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1615048 nChanged 44
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Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1615047 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1615057.625000 Penalty: 3324.344971
	Iteration 88Q: 3 clusters Score -1615058 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1615062.375000 Penalty: 3324.344971
	Iteration 89Q: 3 clusters Score -1615062 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1615068 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1615065.000000 Penalty: 3324.344971
	Iteration 91Q: 3 clusters Score -1615065 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1615066 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1615069.625000 Penalty: 3324.344971
	Iteration 93Q: 3 clusters Score -1615070 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1615068 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1615075.125000 Penalty: 3324.344971
	Iteration 95Q: 3 clusters Score -1615075 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1615073.125000 Penalty: 3324.344971
	Iteration 96Q: 3 clusters Score -1615073 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1615075 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1615078 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15930 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1615075 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1615074.375000 Penalty: 3324.344971
	Iteration 100F: 3 clusters Score -1615074 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1615074 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1615080 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1615081.500000 Penalty: 3324.344971
	Iteration 103Q: 3 clusters Score -1615082 nChanged 25
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Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1615084 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1615091.000000 Penalty: 3324.344971
	Iteration 105Q: 3 clusters Score -1615091 nChanged 35
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Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1615093 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1615102 nChanged 39
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Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1615105 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1615104 nChanged 23
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Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1615107 nChanged 30
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Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1615098 nChanged 34
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Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1615104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1615113.375000 Penalty: 3324.344971
	Iteration 113Q: 3 clusters Score -1615113 nChanged 45
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Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1615123.000000 Penalty: 3324.344971
	Iteration 114Q: 3 clusters Score -1615123 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1615127 nChanged 52
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Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1615138 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1615146 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1615162 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1615179 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1615209.625000 Penalty: 3324.344971
	Iteration 120F: 3 clusters Score -1615210 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1615230.625000 Penalty: 3324.344971
	Iteration 121Q: 3 clusters Score -1615231 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1615245.750000 Penalty: 3324.344971
	Iteration 122Q: 3 clusters Score -1615246 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1615260 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1615272.875000 Penalty: 3324.344971
	Iteration 124Q: 3 clusters Score -1615273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1615285.750000 Penalty: 3324.344971
	Iteration 125Q: 3 clusters Score -1615286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1615297.500000 Penalty: 3324.344971
	Iteration 126Q: 3 clusters Score -1615298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1615299.250000 Penalty: 3324.344971
	Iteration 127Q: 3 clusters Score -1615299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1615296.875000 Penalty: 3324.344971
	Iteration 128Q: 3 clusters Score -1615297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1615310.625000 Penalty: 3324.344971
	Iteration 129Q: 3 clusters Score -1615311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1615316.125000 Penalty: 3324.344971
	Iteration 130Q: 3 clusters Score -1615316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1615323.625000 Penalty: 3324.344971
	Iteration 131Q: 3 clusters Score -1615324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1615329.375000 Penalty: 3324.344971
	Iteration 132Q: 3 clusters Score -1615329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1615329.500000 Penalty: 3324.344971
	Iteration 133Q: 3 clusters Score -1615330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1615331.750000 Penalty: 3324.344971
	Iteration 134Q: 3 clusters Score -1615332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1615335.125000 Penalty: 3324.344971
	Iteration 135Q: 3 clusters Score -1615335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1615334.375000 Penalty: 3324.344971
	Iteration 136Q: 3 clusters Score -1615334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1615333.750000 Penalty: 3324.344971
	Iteration 137Q: 3 clusters Score -1615334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1615335.250000 Penalty: 3324.344971
	Iteration 138Q: 3 clusters Score -1615335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1615336.250000 Penalty: 3324.344971
	Iteration 139Q: 3 clusters Score -1615336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1615336.250000 Penalty: 3324.344971
	Iteration 140F: 3 clusters Score -1615336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Entering Unmasked Estep 
Score: -681926.687500 Penalty: 1517.587158
	Iteration 0F: 2 clusters Score -681926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -673923.062500 Penalty: 3035.174316
	Iteration 0F: 3 clusters Score -673923.1 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -676456.562500 Penalty: 3035.174316
	Iteration 1F: 3 clusters Score -676456.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -676694.562500 Penalty: 3035.174316
	Iteration 2F: 3 clusters Score -676694.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -676861.812500 Penalty: 3035.174316
	Iteration 3Q: 3 clusters Score -676861.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -677010.250000 Penalty: 3035.174316
	Iteration 4Q: 3 clusters Score -677010.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -677162.375000 Penalty: 3035.174316
	Iteration 5Q: 3 clusters Score -677162.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -677336.250000 Penalty: 3035.174316
	Iteration 6Q: 3 clusters Score -677336.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -677553.062500 Penalty: 3035.174316
	Iteration 7Q: 3 clusters Score -677553.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -677807.250000 Penalty: 3035.174316
	Iteration 8Q: 3 clusters Score -677807.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -678142.375000 Penalty: 3035.174316
	Iteration 9F: 3 clusters Score -678142.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -678564.250000 Penalty: 3035.174316
	Iteration 10F: 3 clusters Score -678564.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -679042.125000 Penalty: 3035.174316
	Iteration 11F: 3 clusters Score -679042.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -679509.875000 Penalty: 3035.174316
	Iteration 12F: 3 clusters Score -679509.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -679938.062500 Penalty: 3035.174316
	Iteration 13Q: 3 clusters Score -679938.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -680226.250000 Penalty: 3035.174316
	Iteration 14Q: 3 clusters Score -680226.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -680407.250000 Penalty: 3035.174316
	Iteration 15Q: 3 clusters Score -680407.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -680529.250000 Penalty: 3035.174316
	Iteration 16Q: 3 clusters Score -680529.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -680590.562500 Penalty: 3035.174316
	Iteration 17Q: 3 clusters Score -680590.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -680640.625000 Penalty: 3035.174316
	Iteration 18Q: 3 clusters Score -680640.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -680680.812500 Penalty: 3035.174316
	Iteration 19Q: 3 clusters Score -680680.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -680703.875000 Penalty: 3035.174316
	Iteration 20F: 3 clusters Score -680703.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -680715.375000 Penalty: 3035.174316
	Iteration 21Q: 3 clusters Score -680715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -680722.437500 Penalty: 3035.174316
	Iteration 22Q: 3 clusters Score -680722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -680730.062500 Penalty: 3035.174316
	Iteration 23Q: 3 clusters Score -680730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -680736.500000 Penalty: 3035.174316
	Iteration 24Q: 3 clusters Score -680736.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -680743.437500 Penalty: 3035.174316
	Iteration 25Q: 3 clusters Score -680743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -680746.875000 Penalty: 3035.174316
	Iteration 26Q: 3 clusters Score -680746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -680749.812500 Penalty: 3035.174316
	Iteration 27Q: 3 clusters Score -680749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -680749.062500 Penalty: 3035.174316
	Iteration 28Q: 3 clusters Score -680749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -680753.187500 Penalty: 3035.174316
	Iteration 29Q: 3 clusters Score -680753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -680753.187500 Penalty: 3035.174316
	Iteration 30F: 3 clusters Score -680753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -68319.187500 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -68319.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -66777.937500 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -66777.94 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -67087.859375 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -67087.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67150.734375 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -67150.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67179.820312 Penalty: 2300.460938
	Iteration 3Q: 3 clusters Score -67179.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -67196.070312 Penalty: 2300.460938
	Iteration 4Q: 3 clusters Score -67196.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67206.695312 Penalty: 2300.460938
	Iteration 5Q: 3 clusters Score -67206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67213.390625 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -67213.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67216.882812 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -67216.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67223.578125 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -67223.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67231.226562 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -67231.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -67239.164062 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -67239.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67243.750000 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -67243.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67247.421875 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -67247.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67250.250000 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -67250.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -67252.289062 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -67252.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67253.242188 Penalty: 2300.460938
	Iteration 15Q: 3 clusters Score -67253.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67253.242188 Penalty: 2300.460938
	Iteration 16F: 3 clusters Score -67253.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Entering Unmasked Estep 
Score: -1552407.375000 Penalty: 1652.599609
	Iteration 0F: 2 clusters Score -1552407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1534688.750000 Penalty: 3305.199219
	Iteration 0F: 3 clusters Score -1534689 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1541340.500000 Penalty: 3305.199219
	Iteration 1F: 3 clusters Score -1541340 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1541802.500000 Penalty: 3305.199219
	Iteration 2Q: 3 clusters Score -1541802 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1542295.375000 Penalty: 3305.199219
	Iteration 3Q: 3 clusters Score -1542295 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1542898.375000 Penalty: 3305.199219
	Iteration 4F: 3 clusters Score -1542898 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1543721.625000 Penalty: 3305.199219
	Iteration 5F: 3 clusters Score -1543722 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1544928.875000 Penalty: 3305.199219
	Iteration 6F: 3 clusters Score -1544929 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1546486.000000 Penalty: 3305.199219
	Iteration 7F: 3 clusters Score -1546486 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1548102.000000 Penalty: 3305.199219
	Iteration 8F: 3 clusters Score -1548102 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -1549484.250000 Penalty: 3305.199219
	Iteration 9F: 3 clusters Score -1549484 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -1550257.250000 Penalty: 3305.199219
	Iteration 10Q: 3 clusters Score -1550257 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -1550632.750000 Penalty: 3305.199219
	Iteration 11Q: 3 clusters Score -1550633 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -1550800.250000 Penalty: 3305.199219
	Iteration 12Q: 3 clusters Score -1550800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -1550872.125000 Penalty: 3305.199219
	Iteration 13Q: 3 clusters Score -1550872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -1550909.125000 Penalty: 3305.199219
	Iteration 14Q: 3 clusters Score -1550909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -1550937.250000 Penalty: 3305.199219
	Iteration 15Q: 3 clusters Score -1550937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -1550950.250000 Penalty: 3305.199219
	Iteration 16Q: 3 clusters Score -1550950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -1550957.750000 Penalty: 3305.199219
	Iteration 17Q: 3 clusters Score -1550958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -1550960.750000 Penalty: 3305.199219
	Iteration 18Q: 3 clusters Score -1550961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -1550961.625000 Penalty: 3305.199219
	Iteration 19Q: 3 clusters Score -1550962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -1550965.500000 Penalty: 3305.199219
	Iteration 20F: 3 clusters Score -1550966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -1550971.000000 Penalty: 3305.199219
	Iteration 21Q: 3 clusters Score -1550971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -1550979.250000 Penalty: 3305.199219
	Iteration 22Q: 3 clusters Score -1550979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -1550987.000000 Penalty: 3305.199219
	Iteration 23Q: 3 clusters Score -1550987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -1550992.625000 Penalty: 3305.199219
	Iteration 24Q: 3 clusters Score -1550993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -1550993.375000 Penalty: 3305.199219
	Iteration 25Q: 3 clusters Score -1550993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -1550990.500000 Penalty: 3305.199219
	Iteration 26Q: 3 clusters Score -1550990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -1550993.375000 Penalty: 3305.199219
	Iteration 27Q: 3 clusters Score -1550993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -1550993.375000 Penalty: 3305.199219
	Iteration 28F: 3 clusters Score -1550993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -767144.187500 Penalty: 1542.716187
	Iteration 0F: 2 clusters Score -767144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -757924.562500 Penalty: 3085.432373
	Iteration 0F: 3 clusters Score -757924.6 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -761199.937500 Penalty: 3085.432373
	Iteration 1F: 3 clusters Score -761199.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -761651.562500 Penalty: 3085.432373
	Iteration 2F: 3 clusters Score -761651.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -762162.000000 Penalty: 3085.432373
	Iteration 3F: 3 clusters Score -762162 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -762660.500000 Penalty: 3085.432373
	Iteration 4F: 3 clusters Score -762660.5 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -763059.687500 Penalty: 3085.432373
	Iteration 5F: 3 clusters Score -763059.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -763392.687500 Penalty: 3085.432373
	Iteration 6F: 3 clusters Score -763392.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -763642.312500 Penalty: 3085.432373
	Iteration 7Q: 3 clusters Score -763642.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -763844.562500 Penalty: 3085.432373
	Iteration 8Q: 3 clusters Score -763844.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -764014.250000 Penalty: 3085.432373
	Iteration 9Q: 3 clusters Score -764014.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -764165.562500 Penalty: 3085.432373
	Iteration 10Q: 3 clusters Score -764165.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -764300.937500 Penalty: 3085.432373
	Iteration 11Q: 3 clusters Score -764300.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -764438.062500 Penalty: 3085.432373
	Iteration 12Q: 3 clusters Score -764438.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -764586.625000 Penalty: 3085.432373
	Iteration 13Q: 3 clusters Score -764586.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -764725.250000 Penalty: 3085.432373
	Iteration 14Q: 3 clusters Score -764725.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -764847.437500 Penalty: 3085.432373
	Iteration 15Q: 3 clusters Score -764847.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -764989.000000 Penalty: 3085.432373
	Iteration 16Q: 3 clusters Score -764989 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -765117.187500 Penalty: 3085.432373
	Iteration 17Q: 3 clusters Score -765117.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -765242.937500 Penalty: 3085.432373
	Iteration 18Q: 3 clusters Score -765242.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -765349.375000 Penalty: 3085.432373
	Iteration 19Q: 3 clusters Score -765349.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -765444.062500 Penalty: 3085.432373
	Iteration 20F: 3 clusters Score -765444.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -765516.000000 Penalty: 3085.432373
	Iteration 21Q: 3 clusters Score -765516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -765560.125000 Penalty: 3085.432373
	Iteration 22Q: 3 clusters Score -765560.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -765600.312500 Penalty: 3085.432373
	Iteration 23Q: 3 clusters Score -765600.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -765631.875000 Penalty: 3085.432373
	Iteration 24Q: 3 clusters Score -765631.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -765654.375000 Penalty: 3085.432373
	Iteration 25Q: 3 clusters Score -765654.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -765675.562500 Penalty: 3085.432373
	Iteration 26Q: 3 clusters Score -765675.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -765693.437500 Penalty: 3085.432373
	Iteration 27Q: 3 clusters Score -765693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -765704.187500 Penalty: 3085.432373
	Iteration 28Q: 3 clusters Score -765704.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -765715.250000 Penalty: 3085.432373
	Iteration 29Q: 3 clusters Score -765715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -765724.812500 Penalty: 3085.432373
	Iteration 30Q: 3 clusters Score -765724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -765733.375000 Penalty: 3085.432373
	Iteration 31Q: 3 clusters Score -765733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -765744.687500 Penalty: 3085.432373
	Iteration 32Q: 3 clusters Score -765744.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -765752.500000 Penalty: 3085.432373
	Iteration 33Q: 3 clusters Score -765752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -765757.750000 Penalty: 3085.432373
	Iteration 34Q: 3 clusters Score -765757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -765761.750000 Penalty: 3085.432373
	Iteration 35Q: 3 clusters Score -765761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -765762.375000 Penalty: 3085.432373
	Iteration 36Q: 3 clusters Score -765762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -765764.187500 Penalty: 3085.432373
	Iteration 37Q: 3 clusters Score -765764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -765766.187500 Penalty: 3085.432373
	Iteration 38Q: 3 clusters Score -765766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -765766.812500 Penalty: 3085.432373
	Iteration 39Q: 3 clusters Score -765766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -765767.375000 Penalty: 3085.432373
	Iteration 40F: 3 clusters Score -765767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -765770.562500 Penalty: 3085.432373
	Iteration 41Q: 3 clusters Score -765770.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -765772.875000 Penalty: 3085.432373
	Iteration 42Q: 3 clusters Score -765772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -765773.312500 Penalty: 3085.432373
	Iteration 43Q: 3 clusters Score -765773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -765773.312500 Penalty: 3085.432373
	Iteration 44F: 3 clusters Score -765773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -60982.500000 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -60982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59518.273438 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -59518.27 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59763.398438 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -59763.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59825.042969 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -59825.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59855.578125 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -59855.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59882.664062 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -59882.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59905.285156 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -59905.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59921.375000 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -59921.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59938.441406 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -59938.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -59961.578125 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -59961.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -59972.964844 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -59972.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -59982.148438 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -59982.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59990.480469 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -59990.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60001.621094 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -60001.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60012.222656 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -60012.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60017.242188 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -60017.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60022.164062 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -60022.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60025.039062 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -60025.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60027.273438 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -60027.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -60029.578125 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -60029.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -60031.328125 Penalty: 2253.045654
	Iteration 19Q: 3 clusters Score -60031.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -60035.808594 Penalty: 2253.045654
	Iteration 20F: 3 clusters Score -60035.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60041.738281 Penalty: 2253.045654
	Iteration 21Q: 3 clusters Score -60041.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60046.511719 Penalty: 2253.045654
	Iteration 22Q: 3 clusters Score -60046.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -60048.957031 Penalty: 2253.045654
	Iteration 23Q: 3 clusters Score -60048.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60054.929688 Penalty: 2253.045654
	Iteration 24Q: 3 clusters Score -60054.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60059.296875 Penalty: 2253.045654
	Iteration 25Q: 3 clusters Score -60059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60062.625000 Penalty: 2253.045654
	Iteration 26Q: 3 clusters Score -60062.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60069.246094 Penalty: 2253.045654
	Iteration 27Q: 3 clusters Score -60069.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60074.894531 Penalty: 2253.045654
	Iteration 28Q: 3 clusters Score -60074.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60077.328125 Penalty: 2253.045654
	Iteration 29Q: 3 clusters Score -60077.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60081.722656 Penalty: 2253.045654
	Iteration 30Q: 3 clusters Score -60081.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -60084.757812 Penalty: 2253.045654
	Iteration 31Q: 3 clusters Score -60084.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60086.890625 Penalty: 2253.045654
	Iteration 32Q: 3 clusters Score -60086.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -60088.394531 Penalty: 2253.045654
	Iteration 33Q: 3 clusters Score -60088.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -60088.394531 Penalty: 2253.045654
	Iteration 34F: 3 clusters Score -60088.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -331435.000000 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -331435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -327017.781250 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -327017.8 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -328336.625000 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -328336.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -328667.687500 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -328667.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -328969.281250 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -328969.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -329234.625000 Penalty: 2809.357910
	Iteration 4F: 3 clusters Score -329234.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -329427.500000 Penalty: 2809.357910
	Iteration 5F: 3 clusters Score -329427.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -329566.468750 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -329566.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -329658.500000 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -329658.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -329726.375000 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -329726.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -329778.968750 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -329779 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -329818.125000 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -329818.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -329851.375000 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -329851.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -329884.000000 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -329884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -329910.906250 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -329910.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -329929.812500 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -329929.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -329949.187500 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -329949.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -329968.843750 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -329968.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -329990.062500 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -329990.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -330008.406250 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -330008.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -330023.250000 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -330023.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -330034.375000 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -330034.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -330044.968750 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -330045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -330053.093750 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -330053.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -330059.625000 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -330059.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -330068.187500 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -330068.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -330078.562500 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -330078.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -330084.718750 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -330084.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -330092.968750 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -330093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -330101.875000 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -330101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -330110.687500 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -330110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -330118.000000 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -330118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -330126.531250 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -330126.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -330134.843750 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -330134.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -330143.968750 Penalty: 2809.357910
	Iteration 33Q: 3 clusters Score -330144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -330149.750000 Penalty: 2809.357910
	Iteration 34Q: 3 clusters Score -330149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -330153.125000 Penalty: 2809.357910
	Iteration 35Q: 3 clusters Score -330153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -330157.250000 Penalty: 2809.357910
	Iteration 36Q: 3 clusters Score -330157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -330159.937500 Penalty: 2809.357910
	Iteration 37Q: 3 clusters Score -330159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -330161.843750 Penalty: 2809.357910
	Iteration 38Q: 3 clusters Score -330161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -330161.625000 Penalty: 2809.357910
	Iteration 39Q: 3 clusters Score -330161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -330161.656250 Penalty: 2809.357910
	Iteration 40F: 3 clusters Score -330161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -330163.250000 Penalty: 2809.357910
	Iteration 41Q: 3 clusters Score -330163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -330164.156250 Penalty: 2809.357910
	Iteration 42Q: 3 clusters Score -330164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -330165.437500 Penalty: 2809.357910
	Iteration 43Q: 3 clusters Score -330165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -330165.843750 Penalty: 2809.357910
	Iteration 44Q: 3 clusters Score -330165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -330166.375000 Penalty: 2809.357910
	Iteration 45Q: 3 clusters Score -330166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -330166.375000 Penalty: 2809.357910
	Iteration 46F: 3 clusters Score -330166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -31214.509766 Penalty: 1092.622803
	Iteration 0F: 2 clusters Score -31214.51 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 438 members 
Entering Unmasked Estep 
Score: -29914.345703 Penalty: 2185.245605
	Iteration 0F: 3 clusters Score -29914.35 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -30233.279297 Penalty: 2185.245605
	Iteration 1F: 3 clusters Score -30233.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30315.996094 Penalty: 2185.245605
	Iteration 2F: 3 clusters Score -30316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30366.062500 Penalty: 2185.245605
	Iteration 3Q: 3 clusters Score -30366.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30402.560547 Penalty: 2185.245605
	Iteration 4Q: 3 clusters Score -30402.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30418.142578 Penalty: 2185.245605
	Iteration 5Q: 3 clusters Score -30418.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30428.367188 Penalty: 2185.245605
	Iteration 6Q: 3 clusters Score -30428.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30440.181641 Penalty: 2185.245605
	Iteration 7Q: 3 clusters Score -30440.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30447.394531 Penalty: 2185.245605
	Iteration 8Q: 3 clusters Score -30447.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -30451.404297 Penalty: 2185.245605
	Iteration 9Q: 3 clusters Score -30451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30452.189453 Penalty: 2185.245605
	Iteration 10Q: 3 clusters Score -30452.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -30455.078125 Penalty: 2185.245605
	Iteration 11Q: 3 clusters Score -30455.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -30458.605469 Penalty: 2185.245605
	Iteration 12Q: 3 clusters Score -30458.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30461.791016 Penalty: 2185.245605
	Iteration 13Q: 3 clusters Score -30461.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -30462.554688 Penalty: 2185.245605
	Iteration 14Q: 3 clusters Score -30462.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -30462.554688 Penalty: 2185.245605
	Iteration 15F: 3 clusters Score -30462.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Entering Unmasked Estep 
Score: -191316.437500 Penalty: 1321.038818
	Iteration 0F: 2 clusters Score -191316.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -188349.703125 Penalty: 2642.077637
	Iteration 0F: 3 clusters Score -188349.7 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -189261.531250 Penalty: 2642.077637
	Iteration 1F: 3 clusters Score -189261.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -189559.234375 Penalty: 2642.077637
	Iteration 2F: 3 clusters Score -189559.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -189773.640625 Penalty: 2642.077637
	Iteration 3F: 3 clusters Score -189773.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -189943.843750 Penalty: 2642.077637
	Iteration 4F: 3 clusters Score -189943.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -190147.312500 Penalty: 2642.077637
	Iteration 5F: 3 clusters Score -190147.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -190436.421875 Penalty: 2642.077637
	Iteration 6F: 3 clusters Score -190436.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -190671.562500 Penalty: 2642.077637
	Iteration 7F: 3 clusters Score -190671.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -190787.500000 Penalty: 2642.077637
	Iteration 8Q: 3 clusters Score -190787.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -190839.734375 Penalty: 2642.077637
	Iteration 9Q: 3 clusters Score -190839.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -190866.750000 Penalty: 2642.077637
	Iteration 10Q: 3 clusters Score -190866.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -190883.390625 Penalty: 2642.077637
	Iteration 11Q: 3 clusters Score -190883.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -190892.421875 Penalty: 2642.077637
	Iteration 12Q: 3 clusters Score -190892.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -190901.609375 Penalty: 2642.077637
	Iteration 13Q: 3 clusters Score -190901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -190906.703125 Penalty: 2642.077637
	Iteration 14Q: 3 clusters Score -190906.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -190911.515625 Penalty: 2642.077637
	Iteration 15Q: 3 clusters Score -190911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -190916.531250 Penalty: 2642.077637
	Iteration 16Q: 3 clusters Score -190916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -190923.906250 Penalty: 2642.077637
	Iteration 17Q: 3 clusters Score -190923.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -190929.921875 Penalty: 2642.077637
	Iteration 18Q: 3 clusters Score -190929.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -190938.265625 Penalty: 2642.077637
	Iteration 19Q: 3 clusters Score -190938.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -190944.093750 Penalty: 2642.077637
	Iteration 20F: 3 clusters Score -190944.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -190950.812500 Penalty: 2642.077637
	Iteration 21Q: 3 clusters Score -190950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -190953.609375 Penalty: 2642.077637
	Iteration 22Q: 3 clusters Score -190953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -190955.359375 Penalty: 2642.077637
	Iteration 23Q: 3 clusters Score -190955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -190956.890625 Penalty: 2642.077637
	Iteration 24Q: 3 clusters Score -190956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -190957.281250 Penalty: 2642.077637
	Iteration 25Q: 3 clusters Score -190957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -190957.140625 Penalty: 2642.077637
	Iteration 26Q: 3 clusters Score -190957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -190957.656250 Penalty: 2642.077637
	Iteration 27Q: 3 clusters Score -190957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -190957.890625 Penalty: 2642.077637
	Iteration 28Q: 3 clusters Score -190957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -190958.234375 Penalty: 2642.077637
	Iteration 29Q: 3 clusters Score -190958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -190958.390625 Penalty: 2642.077637
	Iteration 30Q: 3 clusters Score -190958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -190958.234375 Penalty: 2642.077637
	Iteration 31Q: 3 clusters Score -190958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -190958.234375 Penalty: 2642.077637
	Iteration 32F: 3 clusters Score -190958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -211979.515625 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -211979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -208754.875000 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -208754.9 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -209556.468750 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -209556.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -209718.531250 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -209718.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -209814.203125 Penalty: 2675.024170
	Iteration 3Q: 3 clusters Score -209814.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -209873.515625 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -209873.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -209923.671875 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -209923.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -209954.562500 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -209954.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -209993.187500 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -209993.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -210040.656250 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -210040.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -210105.375000 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -210105.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -210168.953125 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -210169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -210221.921875 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -210221.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -210254.828125 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -210254.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -210290.562500 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -210290.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -210332.734375 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -210332.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -210367.687500 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -210367.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -210390.625000 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -210390.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -210409.203125 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -210409.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -210433.078125 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -210433.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -210452.171875 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -210452.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -210466.906250 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -210466.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -210481.453125 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -210481.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -210495.046875 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -210495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -210504.937500 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -210504.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -210516.906250 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -210516.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -210536.859375 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -210536.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -210560.671875 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -210560.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -210579.125000 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -210579.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -210591.109375 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -210591.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -210606.343750 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -210606.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -210621.171875 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -210621.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -210638.687500 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -210638.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -210659.218750 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -210659.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -210685.578125 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -210685.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -210720.421875 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -210720.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -210753.156250 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -210753.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -210795.328125 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -210795.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -210843.828125 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -210843.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -210914.765625 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -210914.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -211035.843750 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -211035.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -211154.250000 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -211154.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -211248.562500 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -211248.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -211328.593750 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -211328.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -211386.937500 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -211386.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -211437.406250 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -211437.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -211478.062500 Penalty: 2675.024170
	Iteration 45Q: 3 clusters Score -211478.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -211503.843750 Penalty: 2675.024170
	Iteration 46Q: 3 clusters Score -211503.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -211527.203125 Penalty: 2675.024170
	Iteration 47Q: 3 clusters Score -211527.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -211550.453125 Penalty: 2675.024170
	Iteration 48Q: 3 clusters Score -211550.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -211572.000000 Penalty: 2675.024170
	Iteration 49Q: 3 clusters Score -211572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -211581.515625 Penalty: 2675.024170
	Iteration 50Q: 3 clusters Score -211581.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -211586.453125 Penalty: 2675.024170
	Iteration 51Q: 3 clusters Score -211586.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -211590.343750 Penalty: 2675.024170
	Iteration 52Q: 3 clusters Score -211590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -211592.671875 Penalty: 2675.024170
	Iteration 53Q: 3 clusters Score -211592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -211593.531250 Penalty: 2675.024170
	Iteration 54Q: 3 clusters Score -211593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -211595.609375 Penalty: 2675.024170
	Iteration 55Q: 3 clusters Score -211595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -211598.187500 Penalty: 2675.024170
	Iteration 56Q: 3 clusters Score -211598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -211598.656250 Penalty: 2675.024170
	Iteration 57Q: 3 clusters Score -211598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -211599.046875 Penalty: 2675.024170
	Iteration 58F: 3 clusters Score -211599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -211599.656250 Penalty: 2675.024170
	Iteration 59Q: 3 clusters Score -211599.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -211599.656250 Penalty: 2675.024170
	Iteration 60F: 3 clusters Score -211599.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Entering Unmasked Estep 
Score: -24358.208984 Penalty: 1051.504883
	Iteration 0F: 2 clusters Score -24358.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23201.953125 Penalty: 2103.009766
	Iteration 0F: 3 clusters Score -23201.95 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23467.187500 Penalty: 2103.009766
	Iteration 1F: 3 clusters Score -23467.19 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23565.031250 Penalty: 2103.009766
	Iteration 2F: 3 clusters Score -23565.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -23643.193359 Penalty: 2103.009766
	Iteration 3Q: 3 clusters Score -23643.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23714.457031 Penalty: 2103.009766
	Iteration 4Q: 3 clusters Score -23714.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23781.152344 Penalty: 2103.009766
	Iteration 5Q: 3 clusters Score -23781.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23810.417969 Penalty: 2103.009766
	Iteration 6Q: 3 clusters Score -23810.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23847.384766 Penalty: 2103.009766
	Iteration 7Q: 3 clusters Score -23847.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23865.566406 Penalty: 2103.009766
	Iteration 8Q: 3 clusters Score -23865.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23888.464844 Penalty: 2103.009766
	Iteration 9Q: 3 clusters Score -23888.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23904.230469 Penalty: 2103.009766
	Iteration 10Q: 3 clusters Score -23904.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23916.169922 Penalty: 2103.009766
	Iteration 11Q: 3 clusters Score -23916.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23922.839844 Penalty: 2103.009766
	Iteration 12Q: 3 clusters Score -23922.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23925.291016 Penalty: 2103.009766
	Iteration 13Q: 3 clusters Score -23925.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23931.515625 Penalty: 2103.009766
	Iteration 14Q: 3 clusters Score -23931.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23939.380859 Penalty: 2103.009766
	Iteration 15Q: 3 clusters Score -23939.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23944.416016 Penalty: 2103.009766
	Iteration 16Q: 3 clusters Score -23944.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -23946.042969 Penalty: 2103.009766
	Iteration 17Q: 3 clusters Score -23946.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -23948.117188 Penalty: 2103.009766
	Iteration 18Q: 3 clusters Score -23948.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23948.617188 Penalty: 2103.009766
	Iteration 19Q: 3 clusters Score -23948.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23948.617188 Penalty: 2103.009766
	Iteration 20F: 3 clusters Score -23948.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -151207.609375 Penalty: 1306.467896
	Iteration 0F: 2 clusters Score -151207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -148429.406250 Penalty: 2612.935791
	Iteration 0F: 3 clusters Score -148429.4 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -149270.437500 Penalty: 2612.935791
	Iteration 1F: 3 clusters Score -149270.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -149598.109375 Penalty: 2612.935791
	Iteration 2F: 3 clusters Score -149598.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -149830.593750 Penalty: 2612.935791
	Iteration 3F: 3 clusters Score -149830.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -149997.328125 Penalty: 2612.935791
	Iteration 4F: 3 clusters Score -149997.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -150140.125000 Penalty: 2612.935791
	Iteration 5F: 3 clusters Score -150140.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -150282.296875 Penalty: 2612.935791
	Iteration 6Q: 3 clusters Score -150282.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -150394.078125 Penalty: 2612.935791
	Iteration 7Q: 3 clusters Score -150394.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -150485.500000 Penalty: 2612.935791
	Iteration 8Q: 3 clusters Score -150485.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -150569.156250 Penalty: 2612.935791
	Iteration 9Q: 3 clusters Score -150569.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -150636.734375 Penalty: 2612.935791
	Iteration 10Q: 3 clusters Score -150636.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -150682.109375 Penalty: 2612.935791
	Iteration 11Q: 3 clusters Score -150682.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -150716.546875 Penalty: 2612.935791
	Iteration 12Q: 3 clusters Score -150716.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -150745.593750 Penalty: 2612.935791
	Iteration 13Q: 3 clusters Score -150745.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -150769.796875 Penalty: 2612.935791
	Iteration 14Q: 3 clusters Score -150769.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -150792.843750 Penalty: 2612.935791
	Iteration 15Q: 3 clusters Score -150792.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -150819.343750 Penalty: 2612.935791
	Iteration 16Q: 3 clusters Score -150819.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -150842.781250 Penalty: 2612.935791
	Iteration 17Q: 3 clusters Score -150842.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -150860.296875 Penalty: 2612.935791
	Iteration 18Q: 3 clusters Score -150860.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -150867.234375 Penalty: 2612.935791
	Iteration 19Q: 3 clusters Score -150867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -150872.031250 Penalty: 2612.935791
	Iteration 20F: 3 clusters Score -150872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -150878.843750 Penalty: 2612.935791
	Iteration 21Q: 3 clusters Score -150878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -150886.500000 Penalty: 2612.935791
	Iteration 22Q: 3 clusters Score -150886.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -150893.390625 Penalty: 2612.935791
	Iteration 23Q: 3 clusters Score -150893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -150897.187500 Penalty: 2612.935791
	Iteration 24Q: 3 clusters Score -150897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -150899.328125 Penalty: 2612.935791
	Iteration 25Q: 3 clusters Score -150899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -150903.078125 Penalty: 2612.935791
	Iteration 26Q: 3 clusters Score -150903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -150906.375000 Penalty: 2612.935791
	Iteration 27Q: 3 clusters Score -150906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -150911.343750 Penalty: 2612.935791
	Iteration 28Q: 3 clusters Score -150911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -150913.921875 Penalty: 2612.935791
	Iteration 29Q: 3 clusters Score -150913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -150916.718750 Penalty: 2612.935791
	Iteration 30Q: 3 clusters Score -150916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -150919.234375 Penalty: 2612.935791
	Iteration 31Q: 3 clusters Score -150919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -150919.343750 Penalty: 2612.935791
	Iteration 32Q: 3 clusters Score -150919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -150919.343750 Penalty: 2612.935791
	Iteration 33F: 3 clusters Score -150919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -109423.429688 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -109423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -107346.328125 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -107346.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -107793.242188 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -107793.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -107925.835938 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -107925.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -108019.242188 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -108019.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -108096.726562 Penalty: 2464.555420
	Iteration 4F: 3 clusters Score -108096.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -108188.281250 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -108188.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -108278.226562 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -108278.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108417.828125 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -108417.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -108677.921875 Penalty: 2464.555420
	Iteration 8F: 3 clusters Score -108677.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -108909.867188 Penalty: 2464.555420
	Iteration 9F: 3 clusters Score -108909.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109082.054688 Penalty: 2464.555420
	Iteration 10F: 3 clusters Score -109082.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -109174.085938 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -109174.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -109269.773438 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -109269.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -109348.523438 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -109348.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -109401.859375 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -109401.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -109457.453125 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -109457.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -109523.882812 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -109523.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109619.343750 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -109619.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109702.812500 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -109702.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -109762.460938 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -109762.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109819.789062 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -109819.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109868.875000 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -109868.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -109886.656250 Penalty: 2464.555420
	Iteration 22Q: 3 clusters Score -109886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109892.367188 Penalty: 2464.555420
	Iteration 23Q: 3 clusters Score -109892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109893.296875 Penalty: 2464.555420
	Iteration 24Q: 3 clusters Score -109893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109893.296875 Penalty: 2464.555420
	Iteration 25F: 3 clusters Score -109893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Mstep: Class 41 contains 660 members 
Entering Unmasked Estep 
Score: -12704733.000000 Penalty: 82366.320312
Splitting cluster 13 changes total score from -12705039.000000 to -12704733.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Entering Unmasked Estep 
Score: -201978.437500 Penalty: 1323.463257
	Iteration 0F: 2 clusters Score -201978.4 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 1647 members 
Entering Unmasked Estep 
Score: -199043.546875 Penalty: 2646.926514
	Iteration 0F: 3 clusters Score -199043.5 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -199786.921875 Penalty: 2646.926514
	Iteration 1F: 3 clusters Score -199786.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -199964.734375 Penalty: 2646.926514
	Iteration 2F: 3 clusters Score -199964.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -200115.671875 Penalty: 2646.926514
	Iteration 3F: 3 clusters Score -200115.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -200273.734375 Penalty: 2646.926514
	Iteration 4F: 3 clusters Score -200273.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -200426.312500 Penalty: 2646.926514
	Iteration 5Q: 3 clusters Score -200426.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -200596.437500 Penalty: 2646.926514
	Iteration 6Q: 3 clusters Score -200596.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -200778.031250 Penalty: 2646.926514
	Iteration 7Q: 3 clusters Score -200778 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -200963.171875 Penalty: 2646.926514
	Iteration 8Q: 3 clusters Score -200963.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -201101.578125 Penalty: 2646.926514
	Iteration 9Q: 3 clusters Score -201101.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -201232.437500 Penalty: 2646.926514
	Iteration 10Q: 3 clusters Score -201232.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201350.578125 Penalty: 2646.926514
	Iteration 11Q: 3 clusters Score -201350.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -201416.031250 Penalty: 2646.926514
	Iteration 12Q: 3 clusters Score -201416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201446.359375 Penalty: 2646.926514
	Iteration 13Q: 3 clusters Score -201446.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -201468.781250 Penalty: 2646.926514
	Iteration 14Q: 3 clusters Score -201468.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -201489.406250 Penalty: 2646.926514
	Iteration 15Q: 3 clusters Score -201489.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -201503.156250 Penalty: 2646.926514
	Iteration 16Q: 3 clusters Score -201503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201514.625000 Penalty: 2646.926514
	Iteration 17Q: 3 clusters Score -201514.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201528.140625 Penalty: 2646.926514
	Iteration 18Q: 3 clusters Score -201528.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201545.718750 Penalty: 2646.926514
	Iteration 19Q: 3 clusters Score -201545.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201569.875000 Penalty: 2646.926514
	Iteration 20F: 3 clusters Score -201569.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -201598.625000 Penalty: 2646.926514
	Iteration 21Q: 3 clusters Score -201598.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -201620.406250 Penalty: 2646.926514
	Iteration 22Q: 3 clusters Score -201620.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201643.406250 Penalty: 2646.926514
	Iteration 23Q: 3 clusters Score -201643.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -201660.671875 Penalty: 2646.926514
	Iteration 24Q: 3 clusters Score -201660.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201664.703125 Penalty: 2646.926514
	Iteration 25Q: 3 clusters Score -201664.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -201668.453125 Penalty: 2646.926514
	Iteration 26Q: 3 clusters Score -201668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -201671.187500 Penalty: 2646.926514
	Iteration 27Q: 3 clusters Score -201671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -201673.265625 Penalty: 2646.926514
	Iteration 28Q: 3 clusters Score -201673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -201674.500000 Penalty: 2646.926514
	Iteration 29Q: 3 clusters Score -201674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -201674.421875 Penalty: 2646.926514
	Iteration 30Q: 3 clusters Score -201674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -201674.421875 Penalty: 2646.926514
	Iteration 31F: 3 clusters Score -201674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -30316.814453 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -30316.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29129.986328 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -29129.99 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29414.148438 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -29414.15 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29606.654297 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -29606.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29788.958984 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -29788.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29901.496094 Penalty: 2099.977051
	Iteration 4F: 3 clusters Score -29901.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29982.126953 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -29982.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30013.015625 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -30013.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30056.925781 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -30056.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30083.833984 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -30083.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30103.072266 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -30103.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30131.908203 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -30131.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30147.519531 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -30147.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30155.779297 Penalty: 2099.977051
	Iteration 12Q: 3 clusters Score -30155.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30155.779297 Penalty: 2099.977051
	Iteration 13F: 3 clusters Score -30155.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -926531.562500 Penalty: 1569.741943
	Iteration 0F: 2 clusters Score -926531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -915654.312500 Penalty: 3139.483887
	Iteration 0F: 3 clusters Score -915654.3 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -919450.687500 Penalty: 3139.483887
	Iteration 1F: 3 clusters Score -919450.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -919839.000000 Penalty: 3139.483887
	Iteration 2F: 3 clusters Score -919839 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -920423.375000 Penalty: 3139.483887
	Iteration 3F: 3 clusters Score -920423.4 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -921320.437500 Penalty: 3139.483887
	Iteration 4F: 3 clusters Score -921320.4 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -922359.937500 Penalty: 3139.483887
	Iteration 5F: 3 clusters Score -922359.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -923294.937500 Penalty: 3139.483887
	Iteration 6F: 3 clusters Score -923294.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -923993.437500 Penalty: 3139.483887
	Iteration 7F: 3 clusters Score -923993.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -924366.375000 Penalty: 3139.483887
	Iteration 8Q: 3 clusters Score -924366.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -924585.000000 Penalty: 3139.483887
	Iteration 9Q: 3 clusters Score -924585 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -924715.750000 Penalty: 3139.483887
	Iteration 10Q: 3 clusters Score -924715.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -924810.187500 Penalty: 3139.483887
	Iteration 11Q: 3 clusters Score -924810.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -924888.312500 Penalty: 3139.483887
	Iteration 12Q: 3 clusters Score -924888.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -924939.187500 Penalty: 3139.483887
	Iteration 13Q: 3 clusters Score -924939.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -924973.937500 Penalty: 3139.483887
	Iteration 14Q: 3 clusters Score -924973.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -925019.250000 Penalty: 3139.483887
	Iteration 15Q: 3 clusters Score -925019.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -925050.000000 Penalty: 3139.483887
	Iteration 16Q: 3 clusters Score -925050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -925071.312500 Penalty: 3139.483887
	Iteration 17Q: 3 clusters Score -925071.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -925086.375000 Penalty: 3139.483887
	Iteration 18Q: 3 clusters Score -925086.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -925101.125000 Penalty: 3139.483887
	Iteration 19Q: 3 clusters Score -925101.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -925118.187500 Penalty: 3139.483887
	Iteration 20F: 3 clusters Score -925118.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -925126.250000 Penalty: 3139.483887
	Iteration 21Q: 3 clusters Score -925126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -925131.687500 Penalty: 3139.483887
	Iteration 22Q: 3 clusters Score -925131.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -925136.250000 Penalty: 3139.483887
	Iteration 23Q: 3 clusters Score -925136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -925143.812500 Penalty: 3139.483887
	Iteration 24Q: 3 clusters Score -925143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -925147.812500 Penalty: 3139.483887
	Iteration 25Q: 3 clusters Score -925147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -925151.312500 Penalty: 3139.483887
	Iteration 26Q: 3 clusters Score -925151.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -925154.875000 Penalty: 3139.483887
	Iteration 27Q: 3 clusters Score -925154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -925159.937500 Penalty: 3139.483887
	Iteration 28Q: 3 clusters Score -925159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -925160.750000 Penalty: 3139.483887
	Iteration 29Q: 3 clusters Score -925160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -925164.687500 Penalty: 3139.483887
	Iteration 30Q: 3 clusters Score -925164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -925166.750000 Penalty: 3139.483887
	Iteration 31Q: 3 clusters Score -925166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -925168.812500 Penalty: 3139.483887
	Iteration 32Q: 3 clusters Score -925168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -925176.875000 Penalty: 3139.483887
	Iteration 33Q: 3 clusters Score -925176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -925176.125000 Penalty: 3139.483887
	Iteration 34Q: 3 clusters Score -925176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -925178.187500 Penalty: 3139.483887
	Iteration 35Q: 3 clusters Score -925178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -925182.312500 Penalty: 3139.483887
	Iteration 36Q: 3 clusters Score -925182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -925184.125000 Penalty: 3139.483887
	Iteration 37Q: 3 clusters Score -925184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -925192.250000 Penalty: 3139.483887
	Iteration 38Q: 3 clusters Score -925192.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -925194.937500 Penalty: 3139.483887
	Iteration 39Q: 3 clusters Score -925194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -925196.687500 Penalty: 3139.483887
	Iteration 40F: 3 clusters Score -925196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -925197.625000 Penalty: 3139.483887
	Iteration 41Q: 3 clusters Score -925197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -925198.562500 Penalty: 3139.483887
	Iteration 42Q: 3 clusters Score -925198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -925198.562500 Penalty: 3139.483887
	Iteration 43F: 3 clusters Score -925198.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -153651.000000 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -153651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -151183.609375 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -151183.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -151713.359375 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -151713.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -151856.343750 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -151856.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -151947.218750 Penalty: 2543.723633
	Iteration 3F: 3 clusters Score -151947.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -152007.265625 Penalty: 2543.723633
	Iteration 4Q: 3 clusters Score -152007.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -152047.968750 Penalty: 2543.723633
	Iteration 5Q: 3 clusters Score -152048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -152085.750000 Penalty: 2543.723633
	Iteration 6Q: 3 clusters Score -152085.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -152111.578125 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -152111.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -152136.781250 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -152136.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -152156.531250 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -152156.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -152173.906250 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -152173.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -152191.765625 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -152191.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -152210.796875 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -152210.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -152226.890625 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -152226.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -152243.484375 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -152243.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -152262.109375 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -152262.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -152282.375000 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -152282.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -152299.406250 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -152299.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -152316.343750 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -152316.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152330.343750 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -152330.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -152344.296875 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -152344.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -152365.265625 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -152365.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -152380.171875 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -152380.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -152393.218750 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -152393.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -152407.531250 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -152407.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -152419.640625 Penalty: 2543.723633
	Iteration 25Q: 3 clusters Score -152419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -152429.343750 Penalty: 2543.723633
	Iteration 26Q: 3 clusters Score -152429.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152446.703125 Penalty: 2543.723633
	Iteration 27Q: 3 clusters Score -152446.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -152459.093750 Penalty: 2543.723633
	Iteration 28Q: 3 clusters Score -152459.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152465.796875 Penalty: 2543.723633
	Iteration 29Q: 3 clusters Score -152465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -152475.734375 Penalty: 2543.723633
	Iteration 30Q: 3 clusters Score -152475.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152485.453125 Penalty: 2543.723633
	Iteration 31Q: 3 clusters Score -152485.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152500.234375 Penalty: 2543.723633
	Iteration 32Q: 3 clusters Score -152500.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152513.250000 Penalty: 2543.723633
	Iteration 33Q: 3 clusters Score -152513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152519.187500 Penalty: 2543.723633
	Iteration 34Q: 3 clusters Score -152519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152526.687500 Penalty: 2543.723633
	Iteration 35Q: 3 clusters Score -152526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152530.421875 Penalty: 2543.723633
	Iteration 36Q: 3 clusters Score -152530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -152533.968750 Penalty: 2543.723633
	Iteration 37Q: 3 clusters Score -152534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152535.671875 Penalty: 2543.723633
	Iteration 38Q: 3 clusters Score -152535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152536.406250 Penalty: 2543.723633
	Iteration 39Q: 3 clusters Score -152536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152536.843750 Penalty: 2543.723633
	Iteration 40F: 3 clusters Score -152536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -649592.312500 Penalty: 1514.135742
	Iteration 0F: 2 clusters Score -649592.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -641856.062500 Penalty: 3028.271484
	Iteration 0F: 3 clusters Score -641856.1 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -644476.250000 Penalty: 3028.271484
	Iteration 1F: 3 clusters Score -644476.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -644745.187500 Penalty: 3028.271484
	Iteration 2F: 3 clusters Score -644745.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -645039.312500 Penalty: 3028.271484
	Iteration 3Q: 3 clusters Score -645039.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -645317.687500 Penalty: 3028.271484
	Iteration 4Q: 3 clusters Score -645317.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -645610.062500 Penalty: 3028.271484
	Iteration 5Q: 3 clusters Score -645610.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -645925.750000 Penalty: 3028.271484
	Iteration 6Q: 3 clusters Score -645925.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -646262.437500 Penalty: 3028.271484
	Iteration 7Q: 3 clusters Score -646262.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -646656.187500 Penalty: 3028.271484
	Iteration 8Q: 3 clusters Score -646656.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -647050.187500 Penalty: 3028.271484
	Iteration 9Q: 3 clusters Score -647050.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -647377.250000 Penalty: 3028.271484
	Iteration 10Q: 3 clusters Score -647377.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -647649.437500 Penalty: 3028.271484
	Iteration 11Q: 3 clusters Score -647649.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -647869.187500 Penalty: 3028.271484
	Iteration 12Q: 3 clusters Score -647869.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -648011.250000 Penalty: 3028.271484
	Iteration 13Q: 3 clusters Score -648011.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -648095.812500 Penalty: 3028.271484
	Iteration 14Q: 3 clusters Score -648095.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -648164.312500 Penalty: 3028.271484
	Iteration 15Q: 3 clusters Score -648164.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -648199.437500 Penalty: 3028.271484
	Iteration 16Q: 3 clusters Score -648199.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -648234.375000 Penalty: 3028.271484
	Iteration 17Q: 3 clusters Score -648234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -648265.750000 Penalty: 3028.271484
	Iteration 18Q: 3 clusters Score -648265.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -648283.875000 Penalty: 3028.271484
	Iteration 19Q: 3 clusters Score -648283.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -648297.125000 Penalty: 3028.271484
	Iteration 20F: 3 clusters Score -648297.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -648306.687500 Penalty: 3028.271484
	Iteration 21Q: 3 clusters Score -648306.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -648320.125000 Penalty: 3028.271484
	Iteration 22Q: 3 clusters Score -648320.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -648329.687500 Penalty: 3028.271484
	Iteration 23Q: 3 clusters Score -648329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -648336.812500 Penalty: 3028.271484
	Iteration 24Q: 3 clusters Score -648336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -648340.187500 Penalty: 3028.271484
	Iteration 25Q: 3 clusters Score -648340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -648343.562500 Penalty: 3028.271484
	Iteration 26Q: 3 clusters Score -648343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -648345.187500 Penalty: 3028.271484
	Iteration 27Q: 3 clusters Score -648345.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -648345.625000 Penalty: 3028.271484
	Iteration 28Q: 3 clusters Score -648345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -648346.812500 Penalty: 3028.271484
	Iteration 29Q: 3 clusters Score -648346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -648346.812500 Penalty: 3028.271484
	Iteration 30F: 3 clusters Score -648346.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -130821.398438 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -130821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -128489.937500 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -128489.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128989.765625 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -128989.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -129088.539062 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -129088.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -129137.937500 Penalty: 2530.089111
	Iteration 3Q: 3 clusters Score -129137.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129167.320312 Penalty: 2530.089111
	Iteration 4Q: 3 clusters Score -129167.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -129185.640625 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -129185.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -129199.953125 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -129200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -129210.203125 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -129210.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -129218.625000 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -129218.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -129224.054688 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -129224.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -129232.859375 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -129232.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -129244.812500 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -129244.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -129260.742188 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -129260.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -129271.851562 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -129271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -129279.304688 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -129279.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -129285.304688 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -129285.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -129290.609375 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -129290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -129298.867188 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -129298.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -129308.781250 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -129308.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -129315.617188 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -129315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -129321.875000 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -129321.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -129327.929688 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -129327.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -129333.125000 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -129333.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -129337.507812 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -129337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -129342.015625 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -129342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -129345.812500 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -129345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -129351.359375 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -129351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -129356.882812 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -129356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -129361.718750 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -129361.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -129366.937500 Penalty: 2530.089111
	Iteration 29Q: 3 clusters Score -129366.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -129370.992188 Penalty: 2530.089111
	Iteration 30Q: 3 clusters Score -129371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -129374.218750 Penalty: 2530.089111
	Iteration 31Q: 3 clusters Score -129374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -129379.734375 Penalty: 2530.089111
	Iteration 32Q: 3 clusters Score -129379.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -129385.648438 Penalty: 2530.089111
	Iteration 33Q: 3 clusters Score -129385.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -129395.695312 Penalty: 2530.089111
	Iteration 34Q: 3 clusters Score -129395.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -129408.968750 Penalty: 2530.089111
	Iteration 35Q: 3 clusters Score -129409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -129416.867188 Penalty: 2530.089111
	Iteration 36Q: 3 clusters Score -129416.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -129428.093750 Penalty: 2530.089111
	Iteration 37Q: 3 clusters Score -129428.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -129448.750000 Penalty: 2530.089111
	Iteration 38Q: 3 clusters Score -129448.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -129461.773438 Penalty: 2530.089111
	Iteration 39Q: 3 clusters Score -129461.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -129476.781250 Penalty: 2530.089111
	Iteration 40F: 3 clusters Score -129476.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -129497.500000 Penalty: 2530.089111
	Iteration 41Q: 3 clusters Score -129497.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -129516.593750 Penalty: 2530.089111
	Iteration 42Q: 3 clusters Score -129516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -129536.531250 Penalty: 2530.089111
	Iteration 43Q: 3 clusters Score -129536.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -129561.109375 Penalty: 2530.089111
	Iteration 44Q: 3 clusters Score -129561.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -129585.312500 Penalty: 2530.089111
	Iteration 45Q: 3 clusters Score -129585.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -129606.859375 Penalty: 2530.089111
	Iteration 46Q: 3 clusters Score -129606.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -129623.531250 Penalty: 2530.089111
	Iteration 47Q: 3 clusters Score -129623.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -129638.421875 Penalty: 2530.089111
	Iteration 48Q: 3 clusters Score -129638.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -129655.726562 Penalty: 2530.089111
	Iteration 49Q: 3 clusters Score -129655.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -129670.054688 Penalty: 2530.089111
	Iteration 50Q: 3 clusters Score -129670.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -129682.406250 Penalty: 2530.089111
	Iteration 51Q: 3 clusters Score -129682.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -129695.937500 Penalty: 2530.089111
	Iteration 52Q: 3 clusters Score -129695.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -129710.601562 Penalty: 2530.089111
	Iteration 53Q: 3 clusters Score -129710.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -129722.445312 Penalty: 2530.089111
	Iteration 54Q: 3 clusters Score -129722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -129731.835938 Penalty: 2530.089111
	Iteration 55Q: 3 clusters Score -129731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -129739.742188 Penalty: 2530.089111
	Iteration 56Q: 3 clusters Score -129739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -129748.312500 Penalty: 2530.089111
	Iteration 57Q: 3 clusters Score -129748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -129755.210938 Penalty: 2530.089111
	Iteration 58Q: 3 clusters Score -129755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -129759.296875 Penalty: 2530.089111
	Iteration 59Q: 3 clusters Score -129759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -129760.609375 Penalty: 2530.089111
	Iteration 60F: 3 clusters Score -129760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -129761.875000 Penalty: 2530.089111
	Iteration 61Q: 3 clusters Score -129761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -129763.093750 Penalty: 2530.089111
	Iteration 62Q: 3 clusters Score -129763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -129764.171875 Penalty: 2530.089111
	Iteration 63Q: 3 clusters Score -129764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -129765.812500 Penalty: 2530.089111
	Iteration 64Q: 3 clusters Score -129765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -129765.812500 Penalty: 2530.089111
	Iteration 65F: 3 clusters Score -129765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -139688.734375 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -139688.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -137339.875000 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -137339.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -137882.046875 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -137882 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -137998.859375 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -137998.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -138078.234375 Penalty: 2526.554932
	Iteration 3Q: 3 clusters Score -138078.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -138142.718750 Penalty: 2526.554932
	Iteration 4Q: 3 clusters Score -138142.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -138196.234375 Penalty: 2526.554932
	Iteration 5Q: 3 clusters Score -138196.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -138255.859375 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -138255.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -138302.828125 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -138302.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -138344.875000 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -138344.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -138375.843750 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -138375.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -138400.593750 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -138400.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -138429.000000 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -138429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -138458.671875 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -138458.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -138492.703125 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -138492.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -138518.625000 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -138518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -138535.218750 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -138535.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -138550.953125 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -138551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -138572.796875 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -138572.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -138595.078125 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -138595.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -138613.000000 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -138613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -138631.546875 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -138631.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -138648.765625 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -138648.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -138662.562500 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -138662.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -138670.359375 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -138670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -138681.281250 Penalty: 2526.554932
	Iteration 24Q: 3 clusters Score -138681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -138688.328125 Penalty: 2526.554932
	Iteration 25Q: 3 clusters Score -138688.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -138697.359375 Penalty: 2526.554932
	Iteration 26Q: 3 clusters Score -138697.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -138706.312500 Penalty: 2526.554932
	Iteration 27Q: 3 clusters Score -138706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -138711.796875 Penalty: 2526.554932
	Iteration 28Q: 3 clusters Score -138711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -138716.328125 Penalty: 2526.554932
	Iteration 29Q: 3 clusters Score -138716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -138719.890625 Penalty: 2526.554932
	Iteration 30Q: 3 clusters Score -138719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -138722.031250 Penalty: 2526.554932
	Iteration 31Q: 3 clusters Score -138722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -138723.890625 Penalty: 2526.554932
	Iteration 32Q: 3 clusters Score -138723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -138724.906250 Penalty: 2526.554932
	Iteration 33Q: 3 clusters Score -138724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -138727.406250 Penalty: 2526.554932
	Iteration 34Q: 3 clusters Score -138727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -138728.953125 Penalty: 2526.554932
	Iteration 35Q: 3 clusters Score -138729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -138731.046875 Penalty: 2526.554932
	Iteration 36Q: 3 clusters Score -138731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -138732.359375 Penalty: 2526.554932
	Iteration 37Q: 3 clusters Score -138732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -138732.875000 Penalty: 2526.554932
	Iteration 38Q: 3 clusters Score -138732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -138733.140625 Penalty: 2526.554932
	Iteration 39Q: 3 clusters Score -138733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -138733.578125 Penalty: 2526.554932
	Iteration 40F: 3 clusters Score -138733.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -233811.531250 Penalty: 1348.876343
	Iteration 0F: 2 clusters Score -233811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -230406.687500 Penalty: 2697.752686
	Iteration 0F: 3 clusters Score -230406.7 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -231381.250000 Penalty: 2697.752686
	Iteration 1F: 3 clusters Score -231381.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -231800.890625 Penalty: 2697.752686
	Iteration 2F: 3 clusters Score -231800.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -232249.937500 Penalty: 2697.752686
	Iteration 3F: 3 clusters Score -232249.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -232715.296875 Penalty: 2697.752686
	Iteration 4F: 3 clusters Score -232715.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -233195.390625 Penalty: 2697.752686
	Iteration 5F: 3 clusters Score -233195.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -233636.437500 Penalty: 2697.752686
	Iteration 6F: 3 clusters Score -233636.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -233856.000000 Penalty: 2697.752686
	Iteration 7F: 3 clusters Score -233856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -233938.515625 Penalty: 2697.752686
	Iteration 8Q: 3 clusters Score -233938.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -233976.796875 Penalty: 2697.752686
	Iteration 9Q: 3 clusters Score -233976.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -234011.875000 Penalty: 2697.752686
	Iteration 10Q: 3 clusters Score -234011.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -234040.437500 Penalty: 2697.752686
	Iteration 11Q: 3 clusters Score -234040.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -234053.046875 Penalty: 2697.752686
	Iteration 12Q: 3 clusters Score -234053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -234060.515625 Penalty: 2697.752686
	Iteration 13Q: 3 clusters Score -234060.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -234074.125000 Penalty: 2697.752686
	Iteration 14Q: 3 clusters Score -234074.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -234088.875000 Penalty: 2697.752686
	Iteration 15Q: 3 clusters Score -234088.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -234098.375000 Penalty: 2697.752686
	Iteration 16Q: 3 clusters Score -234098.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -234106.281250 Penalty: 2697.752686
	Iteration 17Q: 3 clusters Score -234106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -234113.062500 Penalty: 2697.752686
	Iteration 18Q: 3 clusters Score -234113.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -234120.125000 Penalty: 2697.752686
	Iteration 19Q: 3 clusters Score -234120.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -234126.015625 Penalty: 2697.752686
	Iteration 20F: 3 clusters Score -234126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -234128.765625 Penalty: 2697.752686
	Iteration 21Q: 3 clusters Score -234128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -234129.984375 Penalty: 2697.752686
	Iteration 22Q: 3 clusters Score -234130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -234131.843750 Penalty: 2697.752686
	Iteration 23Q: 3 clusters Score -234131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -234133.984375 Penalty: 2697.752686
	Iteration 24Q: 3 clusters Score -234134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -234135.000000 Penalty: 2697.752686
	Iteration 25Q: 3 clusters Score -234135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -234137.250000 Penalty: 2697.752686
	Iteration 26Q: 3 clusters Score -234137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -234139.109375 Penalty: 2697.752686
	Iteration 27Q: 3 clusters Score -234139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -234141.906250 Penalty: 2697.752686
	Iteration 28Q: 3 clusters Score -234141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -234143.562500 Penalty: 2697.752686
	Iteration 29Q: 3 clusters Score -234143.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -234146.109375 Penalty: 2697.752686
	Iteration 30Q: 3 clusters Score -234146.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -234148.281250 Penalty: 2697.752686
	Iteration 31Q: 3 clusters Score -234148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -234149.937500 Penalty: 2697.752686
	Iteration 32Q: 3 clusters Score -234149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -234151.953125 Penalty: 2697.752686
	Iteration 33Q: 3 clusters Score -234152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -234153.937500 Penalty: 2697.752686
	Iteration 34Q: 3 clusters Score -234153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -234157.906250 Penalty: 2697.752686
	Iteration 35Q: 3 clusters Score -234157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -234159.937500 Penalty: 2697.752686
	Iteration 36Q: 3 clusters Score -234159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -234163.968750 Penalty: 2697.752686
	Iteration 37Q: 3 clusters Score -234164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -234166.234375 Penalty: 2697.752686
	Iteration 38Q: 3 clusters Score -234166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -234168.562500 Penalty: 2697.752686
	Iteration 39Q: 3 clusters Score -234168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -234170.390625 Penalty: 2697.752686
	Iteration 40F: 3 clusters Score -234170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -234173.578125 Penalty: 2697.752686
	Iteration 41Q: 3 clusters Score -234173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -234175.484375 Penalty: 2697.752686
	Iteration 42Q: 3 clusters Score -234175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -234177.453125 Penalty: 2697.752686
	Iteration 43Q: 3 clusters Score -234177.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -234179.593750 Penalty: 2697.752686
	Iteration 44Q: 3 clusters Score -234179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -234182.171875 Penalty: 2697.752686
	Iteration 45Q: 3 clusters Score -234182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -234184.859375 Penalty: 2697.752686
	Iteration 46Q: 3 clusters Score -234184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -234186.250000 Penalty: 2697.752686
	Iteration 47Q: 3 clusters Score -234186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -234187.437500 Penalty: 2697.752686
	Iteration 48Q: 3 clusters Score -234187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -234187.984375 Penalty: 2697.752686
	Iteration 49Q: 3 clusters Score -234188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -234187.984375 Penalty: 2697.752686
	Iteration 50F: 3 clusters Score -234188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Mstep: Class 41 contains 2610 members 
Entering Unmasked Estep 
Score: -12704771.000000 Penalty: 82366.320312
Splitting cluster 21 changes total score from -12705039.000000 to -12704771.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -485693.281250 Penalty: 1478.871704
	Iteration 0F: 2 clusters Score -485693.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -479231.375000 Penalty: 2957.743408
	Iteration 0F: 3 clusters Score -479231.4 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -481465.468750 Penalty: 2957.743408
	Iteration 1F: 3 clusters Score -481465.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -482002.437500 Penalty: 2957.743408
	Iteration 2F: 3 clusters Score -482002.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -482483.406250 Penalty: 2957.743408
	Iteration 3F: 3 clusters Score -482483.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -482879.218750 Penalty: 2957.743408
	Iteration 4F: 3 clusters Score -482879.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -483171.093750 Penalty: 2957.743408
	Iteration 5F: 3 clusters Score -483171.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -483397.625000 Penalty: 2957.743408
	Iteration 6Q: 3 clusters Score -483397.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -483542.406250 Penalty: 2957.743408
	Iteration 7Q: 3 clusters Score -483542.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -483655.312500 Penalty: 2957.743408
	Iteration 8Q: 3 clusters Score -483655.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -483732.093750 Penalty: 2957.743408
	Iteration 9Q: 3 clusters Score -483732.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -483792.500000 Penalty: 2957.743408
	Iteration 10Q: 3 clusters Score -483792.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -483851.000000 Penalty: 2957.743408
	Iteration 11Q: 3 clusters Score -483851 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -483905.093750 Penalty: 2957.743408
	Iteration 12Q: 3 clusters Score -483905.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -483954.625000 Penalty: 2957.743408
	Iteration 13Q: 3 clusters Score -483954.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -483985.312500 Penalty: 2957.743408
	Iteration 14Q: 3 clusters Score -483985.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -484003.562500 Penalty: 2957.743408
	Iteration 15Q: 3 clusters Score -484003.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -484025.187500 Penalty: 2957.743408
	Iteration 16Q: 3 clusters Score -484025.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -484042.875000 Penalty: 2957.743408
	Iteration 17Q: 3 clusters Score -484042.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -484065.843750 Penalty: 2957.743408
	Iteration 18Q: 3 clusters Score -484065.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -484090.000000 Penalty: 2957.743408
	Iteration 19Q: 3 clusters Score -484090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -484111.031250 Penalty: 2957.743408
	Iteration 20F: 3 clusters Score -484111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -484125.125000 Penalty: 2957.743408
	Iteration 21Q: 3 clusters Score -484125.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -484144.343750 Penalty: 2957.743408
	Iteration 22Q: 3 clusters Score -484144.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -484164.750000 Penalty: 2957.743408
	Iteration 23Q: 3 clusters Score -484164.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -484189.468750 Penalty: 2957.743408
	Iteration 24Q: 3 clusters Score -484189.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -484214.250000 Penalty: 2957.743408
	Iteration 25Q: 3 clusters Score -484214.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -484232.937500 Penalty: 2957.743408
	Iteration 26Q: 3 clusters Score -484232.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -484243.781250 Penalty: 2957.743408
	Iteration 27Q: 3 clusters Score -484243.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -484254.812500 Penalty: 2957.743408
	Iteration 28Q: 3 clusters Score -484254.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -484265.343750 Penalty: 2957.743408
	Iteration 29Q: 3 clusters Score -484265.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -484272.875000 Penalty: 2957.743408
	Iteration 30Q: 3 clusters Score -484272.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -484280.718750 Penalty: 2957.743408
	Iteration 31Q: 3 clusters Score -484280.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -484287.343750 Penalty: 2957.743408
	Iteration 32Q: 3 clusters Score -484287.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -484296.468750 Penalty: 2957.743408
	Iteration 33Q: 3 clusters Score -484296.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -484305.687500 Penalty: 2957.743408
	Iteration 34Q: 3 clusters Score -484305.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -484314.031250 Penalty: 2957.743408
	Iteration 35Q: 3 clusters Score -484314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -484320.250000 Penalty: 2957.743408
	Iteration 36Q: 3 clusters Score -484320.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -484327.812500 Penalty: 2957.743408
	Iteration 37Q: 3 clusters Score -484327.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -484335.750000 Penalty: 2957.743408
	Iteration 38Q: 3 clusters Score -484335.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -484341.781250 Penalty: 2957.743408
	Iteration 39Q: 3 clusters Score -484341.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -484347.312500 Penalty: 2957.743408
	Iteration 40F: 3 clusters Score -484347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -484354.593750 Penalty: 2957.743408
	Iteration 41Q: 3 clusters Score -484354.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -484360.593750 Penalty: 2957.743408
	Iteration 42Q: 3 clusters Score -484360.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -484368.343750 Penalty: 2957.743408
	Iteration 43Q: 3 clusters Score -484368.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -484375.937500 Penalty: 2957.743408
	Iteration 44Q: 3 clusters Score -484375.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -484382.968750 Penalty: 2957.743408
	Iteration 45Q: 3 clusters Score -484383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -484390.937500 Penalty: 2957.743408
	Iteration 46Q: 3 clusters Score -484390.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -484402.750000 Penalty: 2957.743408
	Iteration 47Q: 3 clusters Score -484402.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -484412.437500 Penalty: 2957.743408
	Iteration 48Q: 3 clusters Score -484412.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -484415.625000 Penalty: 2957.743408
	Iteration 49Q: 3 clusters Score -484415.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -484421.625000 Penalty: 2957.743408
	Iteration 50Q: 3 clusters Score -484421.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -484428.593750 Penalty: 2957.743408
	Iteration 51Q: 3 clusters Score -484428.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -484432.500000 Penalty: 2957.743408
	Iteration 52Q: 3 clusters Score -484432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -484435.937500 Penalty: 2957.743408
	Iteration 53Q: 3 clusters Score -484435.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -484440.875000 Penalty: 2957.743408
	Iteration 54Q: 3 clusters Score -484440.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -484446.687500 Penalty: 2957.743408
	Iteration 55Q: 3 clusters Score -484446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -484451.125000 Penalty: 2957.743408
	Iteration 56Q: 3 clusters Score -484451.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -484455.375000 Penalty: 2957.743408
	Iteration 57Q: 3 clusters Score -484455.4 nChanged 9
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: -484458.906250 Penalty: 2957.743408
	Iteration 58Q: 3 clusters Score -484458.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -484464.250000 Penalty: 2957.743408
	Iteration 59Q: 3 clusters Score -484464.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -484471.593750 Penalty: 2957.743408
	Iteration 60F: 3 clusters Score -484471.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -484475.250000 Penalty: 2957.743408
	Iteration 61Q: 3 clusters Score -484475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -484482.093750 Penalty: 2957.743408
	Iteration 62Q: 3 clusters Score -484482.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -484490.156250 Penalty: 2957.743408
	Iteration 63Q: 3 clusters Score -484490.2 nChanged 21
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: -484498.343750 Penalty: 2957.743408
	Iteration 64Q: 3 clusters Score -484498.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -484502.750000 Penalty: 2957.743408
	Iteration 65Q: 3 clusters Score -484502.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -484511.437500 Penalty: 2957.743408
	Iteration 66Q: 3 clusters Score -484511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -484516.500000 Penalty: 2957.743408
	Iteration 67Q: 3 clusters Score -484516.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -484519.156250 Penalty: 2957.743408
	Iteration 68Q: 3 clusters Score -484519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -484524.187500 Penalty: 2957.743408
	Iteration 69Q: 3 clusters Score -484524.2 nChanged 6
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: -484526.312500 Penalty: 2957.743408
	Iteration 70Q: 3 clusters Score -484526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -484527.000000 Penalty: 2957.743408
	Iteration 71Q: 3 clusters Score -484527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -484528.437500 Penalty: 2957.743408
	Iteration 72Q: 3 clusters Score -484528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -484529.906250 Penalty: 2957.743408
	Iteration 73Q: 3 clusters Score -484529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -484532.281250 Penalty: 2957.743408
	Iteration 74Q: 3 clusters Score -484532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -484535.812500 Penalty: 2957.743408
	Iteration 75Q: 3 clusters Score -484535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -484537.625000 Penalty: 2957.743408
	Iteration 76Q: 3 clusters Score -484537.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -484539.656250 Penalty: 2957.743408
	Iteration 77Q: 3 clusters Score -484539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -484540.562500 Penalty: 2957.743408
	Iteration 78Q: 3 clusters Score -484540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -484544.093750 Penalty: 2957.743408
	Iteration 79Q: 3 clusters Score -484544.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -484547.468750 Penalty: 2957.743408
	Iteration 80F: 3 clusters Score -484547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -484549.812500 Penalty: 2957.743408
	Iteration 81Q: 3 clusters Score -484549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -484552.156250 Penalty: 2957.743408
	Iteration 82Q: 3 clusters Score -484552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -484554.781250 Penalty: 2957.743408
	Iteration 83Q: 3 clusters Score -484554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -484554.906250 Penalty: 2957.743408
	Iteration 84Q: 3 clusters Score -484554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -484555.281250 Penalty: 2957.743408
	Iteration 85Q: 3 clusters Score -484555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -484555.281250 Penalty: 2957.743408
	Iteration 86Q: 3 clusters Score -484555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -484555.281250 Penalty: 2957.743408
	Iteration 87F: 3 clusters Score -484555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Entering Unmasked Estep 
Score: -1011801.875000 Penalty: 1588.765259
	Iteration 0F: 2 clusters Score -1011802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -999731.562500 Penalty: 3177.530518
	Iteration 0F: 3 clusters Score -999731.6 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1004520.125000 Penalty: 3177.530518
	Iteration 1F: 3 clusters Score -1004520 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1005497.812500 Penalty: 3177.530518
	Iteration 2F: 3 clusters Score -1005498 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1006712.312500 Penalty: 3177.530518
	Iteration 3F: 3 clusters Score -1006712 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1008070.312500 Penalty: 3177.530518
	Iteration 4F: 3 clusters Score -1008070 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1009280.437500 Penalty: 3177.530518
	Iteration 5F: 3 clusters Score -1009280 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1010158.625000 Penalty: 3177.530518
	Iteration 6F: 3 clusters Score -1010159 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1010759.500000 Penalty: 3177.530518
	Iteration 7Q: 3 clusters Score -1010760 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1011162.375000 Penalty: 3177.530518
	Iteration 8Q: 3 clusters Score -1011162 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1011420.875000 Penalty: 3177.530518
	Iteration 9Q: 3 clusters Score -1011421 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1011546.687500 Penalty: 3177.530518
	Iteration 10Q: 3 clusters Score -1011547 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1011622.000000 Penalty: 3177.530518
	Iteration 11Q: 3 clusters Score -1011622 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1011666.500000 Penalty: 3177.530518
	Iteration 12Q: 3 clusters Score -1011666 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1011695.750000 Penalty: 3177.530518
	Iteration 13Q: 3 clusters Score -1011696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1011718.625000 Penalty: 3177.530518
	Iteration 14Q: 3 clusters Score -1011719 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1011738.625000 Penalty: 3177.530518
	Iteration 15Q: 3 clusters Score -1011739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1011752.562500 Penalty: 3177.530518
	Iteration 16Q: 3 clusters Score -1011753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1011770.312500 Penalty: 3177.530518
	Iteration 17Q: 3 clusters Score -1011770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1011778.125000 Penalty: 3177.530518
	Iteration 18Q: 3 clusters Score -1011778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1011789.937500 Penalty: 3177.530518
	Iteration 19Q: 3 clusters Score -1011790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1011801.562500 Penalty: 3177.530518
	Iteration 20F: 3 clusters Score -1011802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1011811.312500 Penalty: 3177.530518
	Iteration 21Q: 3 clusters Score -1011811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1011822.500000 Penalty: 3177.530518
	Iteration 22Q: 3 clusters Score -1011822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1011831.875000 Penalty: 3177.530518
	Iteration 23Q: 3 clusters Score -1011832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1011834.250000 Penalty: 3177.530518
	Iteration 24Q: 3 clusters Score -1011834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1011839.500000 Penalty: 3177.530518
	Iteration 25Q: 3 clusters Score -1011840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1011839.937500 Penalty: 3177.530518
	Iteration 26Q: 3 clusters Score -1011840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1011841.062500 Penalty: 3177.530518
	Iteration 27Q: 3 clusters Score -1011841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1011845.750000 Penalty: 3177.530518
	Iteration 28Q: 3 clusters Score -1011846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1011845.750000 Penalty: 3177.530518
	Iteration 29Q: 3 clusters Score -1011846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1011847.312500 Penalty: 3177.530518
	Iteration 30Q: 3 clusters Score -1011847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1011849.687500 Penalty: 3177.530518
	Iteration 31Q: 3 clusters Score -1011850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1011850.375000 Penalty: 3177.530518
	Iteration 32Q: 3 clusters Score -1011850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1011851.687500 Penalty: 3177.530518
	Iteration 33Q: 3 clusters Score -1011852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1011850.750000 Penalty: 3177.530518
	Iteration 34Q: 3 clusters Score -1011851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1011849.375000 Penalty: 3177.530518
	Iteration 35Q: 3 clusters Score -1011849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1011851.937500 Penalty: 3177.530518
	Iteration 36Q: 3 clusters Score -1011852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1011853.125000 Penalty: 3177.530518
	Iteration 37Q: 3 clusters Score -1011853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1011853.500000 Penalty: 3177.530518
	Iteration 38Q: 3 clusters Score -1011854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1011853.500000 Penalty: 3177.530518
	Iteration 39Q: 3 clusters Score -1011854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1011852.500000 Penalty: 3177.530518
	Iteration 40F: 3 clusters Score -1011852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1011852.000000 Penalty: 3177.530518
	Iteration 41Q: 3 clusters Score -1011852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1011854.375000 Penalty: 3177.530518
	Iteration 42Q: 3 clusters Score -1011854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1011856.375000 Penalty: 3177.530518
	Iteration 43Q: 3 clusters Score -1011856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1011856.375000 Penalty: 3177.530518
	Iteration 44F: 3 clusters Score -1011856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Mstep: Class 41 contains 9032 members 
Entering Unmasked Estep 
Score: -12704676.000000 Penalty: 82366.320312
Splitting cluster 23 changes total score from -12705039.000000 to -12704676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -177218.890625 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -177218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -174042.421875 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -174042.4 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -174904.437500 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -174904.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -175126.718750 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -175126.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -175320.296875 Penalty: 2674.764404
	Iteration 3F: 3 clusters Score -175320.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -175508.515625 Penalty: 2674.764404
	Iteration 4F: 3 clusters Score -175508.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -175699.406250 Penalty: 2674.764404
	Iteration 5F: 3 clusters Score -175699.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -175893.250000 Penalty: 2674.764404
	Iteration 6F: 3 clusters Score -175893.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -176027.062500 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -176027.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -176133.328125 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -176133.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -176237.140625 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -176237.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -176315.640625 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -176315.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -176391.031250 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -176391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -176462.734375 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -176462.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -176531.718750 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -176531.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -176607.890625 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -176607.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -176672.953125 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -176673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -176736.718750 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -176736.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -176808.671875 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -176808.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -176873.406250 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -176873.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -176961.734375 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -176961.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -177052.937500 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -177052.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -177132.062500 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -177132.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -177203.687500 Penalty: 2674.764404
	Iteration 22Q: 3 clusters Score -177203.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -177261.531250 Penalty: 2674.764404
	Iteration 23Q: 3 clusters Score -177261.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -177311.750000 Penalty: 2674.764404
	Iteration 24Q: 3 clusters Score -177311.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -177345.140625 Penalty: 2674.764404
	Iteration 25Q: 3 clusters Score -177345.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -177367.703125 Penalty: 2674.764404
	Iteration 26Q: 3 clusters Score -177367.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -177390.468750 Penalty: 2674.764404
	Iteration 27Q: 3 clusters Score -177390.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -177415.093750 Penalty: 2674.764404
	Iteration 28Q: 3 clusters Score -177415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -177426.078125 Penalty: 2674.764404
	Iteration 29Q: 3 clusters Score -177426.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -177431.343750 Penalty: 2674.764404
	Iteration 30Q: 3 clusters Score -177431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -177435.734375 Penalty: 2674.764404
	Iteration 31Q: 3 clusters Score -177435.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -177440.281250 Penalty: 2674.764404
	Iteration 32Q: 3 clusters Score -177440.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -177443.359375 Penalty: 2674.764404
	Iteration 33Q: 3 clusters Score -177443.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -177446.281250 Penalty: 2674.764404
	Iteration 34Q: 3 clusters Score -177446.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -177450.156250 Penalty: 2674.764404
	Iteration 35Q: 3 clusters Score -177450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -177450.921875 Penalty: 2674.764404
	Iteration 36Q: 3 clusters Score -177450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -177450.921875 Penalty: 2674.764404
	Iteration 37F: 3 clusters Score -177450.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 2032 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Mstep: Class 41 contains 1720 members 
Entering Unmasked Estep 
Score: -12704616.000000 Penalty: 82366.320312
Splitting cluster 24 changes total score from -12705039.000000 to -12704616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -235733.390625 Penalty: 1349.359741
	Iteration 0F: 2 clusters Score -235733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -232415.859375 Penalty: 2698.719482
	Iteration 0F: 3 clusters Score -232415.9 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -233320.531250 Penalty: 2698.719482
	Iteration 1F: 3 clusters Score -233320.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -233499.515625 Penalty: 2698.719482
	Iteration 2F: 3 clusters Score -233499.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -233600.593750 Penalty: 2698.719482
	Iteration 3Q: 3 clusters Score -233600.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -233683.312500 Penalty: 2698.719482
	Iteration 4Q: 3 clusters Score -233683.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -233765.171875 Penalty: 2698.719482
	Iteration 5Q: 3 clusters Score -233765.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -233884.640625 Penalty: 2698.719482
	Iteration 6Q: 3 clusters Score -233884.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -234042.312500 Penalty: 2698.719482
	Iteration 7Q: 3 clusters Score -234042.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -234243.328125 Penalty: 2698.719482
	Iteration 8F: 3 clusters Score -234243.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -234426.609375 Penalty: 2698.719482
	Iteration 9F: 3 clusters Score -234426.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -234583.250000 Penalty: 2698.719482
	Iteration 10Q: 3 clusters Score -234583.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -234720.718750 Penalty: 2698.719482
	Iteration 11Q: 3 clusters Score -234720.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -234849.906250 Penalty: 2698.719482
	Iteration 12Q: 3 clusters Score -234849.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -235062.218750 Penalty: 2698.719482
	Iteration 13Q: 3 clusters Score -235062.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -235400.546875 Penalty: 2698.719482
	Iteration 14Q: 3 clusters Score -235400.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -235836.515625 Penalty: 2698.719482
	Iteration 15Q: 3 clusters Score -235836.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -236036.000000 Penalty: 2698.719482
	Iteration 16Q: 3 clusters Score -236036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -236115.328125 Penalty: 2698.719482
	Iteration 17Q: 3 clusters Score -236115.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -236141.187500 Penalty: 2698.719482
	Iteration 18Q: 3 clusters Score -236141.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -236149.281250 Penalty: 2698.719482
	Iteration 19Q: 3 clusters Score -236149.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -236153.078125 Penalty: 2698.719482
	Iteration 20F: 3 clusters Score -236153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -236155.078125 Penalty: 2698.719482
	Iteration 21Q: 3 clusters Score -236155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -236156.578125 Penalty: 2698.719482
	Iteration 22Q: 3 clusters Score -236156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -236157.062500 Penalty: 2698.719482
	Iteration 23Q: 3 clusters Score -236157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -236157.500000 Penalty: 2698.719482
	Iteration 24Q: 3 clusters Score -236157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -236157.296875 Penalty: 2698.719482
	Iteration 25Q: 3 clusters Score -236157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -236157.421875 Penalty: 2698.719482
	Iteration 26Q: 3 clusters Score -236157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -236157.421875 Penalty: 2698.719482
	Iteration 27F: 3 clusters Score -236157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Mstep: Class 41 contains 1942 members 
Entering Unmasked Estep 
Score: -12704809.000000 Penalty: 82366.320312
Splitting cluster 25 changes total score from -12705039.000000 to -12704809.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -331637.250000 Penalty: 1411.983276
	Iteration 0F: 2 clusters Score -331637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -327084.031250 Penalty: 2823.966553
	Iteration 0F: 3 clusters Score -327084 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -328399.062500 Penalty: 2823.966553
	Iteration 1F: 3 clusters Score -328399.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -328584.968750 Penalty: 2823.966553
	Iteration 2F: 3 clusters Score -328585 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -328733.500000 Penalty: 2823.966553
	Iteration 3F: 3 clusters Score -328733.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -328842.843750 Penalty: 2823.966553
	Iteration 4Q: 3 clusters Score -328842.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -328949.343750 Penalty: 2823.966553
	Iteration 5Q: 3 clusters Score -328949.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -329082.500000 Penalty: 2823.966553
	Iteration 6Q: 3 clusters Score -329082.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -329256.281250 Penalty: 2823.966553
	Iteration 7Q: 3 clusters Score -329256.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -329562.937500 Penalty: 2823.966553
	Iteration 8F: 3 clusters Score -329562.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -329877.937500 Penalty: 2823.966553
	Iteration 9F: 3 clusters Score -329877.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -330180.843750 Penalty: 2823.966553
	Iteration 10F: 3 clusters Score -330180.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -330425.500000 Penalty: 2823.966553
	Iteration 11Q: 3 clusters Score -330425.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -330621.875000 Penalty: 2823.966553
	Iteration 12Q: 3 clusters Score -330621.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -330801.718750 Penalty: 2823.966553
	Iteration 13Q: 3 clusters Score -330801.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -330948.968750 Penalty: 2823.966553
	Iteration 14Q: 3 clusters Score -330949 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -331077.000000 Penalty: 2823.966553
	Iteration 15Q: 3 clusters Score -331077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -331152.656250 Penalty: 2823.966553
	Iteration 16Q: 3 clusters Score -331152.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -331205.687500 Penalty: 2823.966553
	Iteration 17Q: 3 clusters Score -331205.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -331233.593750 Penalty: 2823.966553
	Iteration 18Q: 3 clusters Score -331233.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -331245.875000 Penalty: 2823.966553
	Iteration 19Q: 3 clusters Score -331245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -331248.937500 Penalty: 2823.966553
	Iteration 20F: 3 clusters Score -331248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -331251.000000 Penalty: 2823.966553
	Iteration 21Q: 3 clusters Score -331251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -331254.781250 Penalty: 2823.966553
	Iteration 22Q: 3 clusters Score -331254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -331256.656250 Penalty: 2823.966553
	Iteration 23Q: 3 clusters Score -331256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -331258.250000 Penalty: 2823.966553
	Iteration 24Q: 3 clusters Score -331258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -331258.406250 Penalty: 2823.966553
	Iteration 25Q: 3 clusters Score -331258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -331259.281250 Penalty: 2823.966553
	Iteration 26Q: 3 clusters Score -331259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -331259.437500 Penalty: 2823.966553
	Iteration 27Q: 3 clusters Score -331259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -331259.656250 Penalty: 2823.966553
	Iteration 28Q: 3 clusters Score -331259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -331260.312500 Penalty: 2823.966553
	Iteration 29Q: 3 clusters Score -331260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -331260.093750 Penalty: 2823.966553
	Iteration 30Q: 3 clusters Score -331260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -331260.093750 Penalty: 2823.966553
	Iteration 31F: 3 clusters Score -331260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11192.831055 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11192.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10398.226562 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -10398.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10462.017578 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -10462.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10473.100586 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -10473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10475.063477 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -10475.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10475.063477 Penalty: 1760.232666
	Iteration 4F: 3 clusters Score -10475.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -70102.210938 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -70102.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68486.500000 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -68486.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68759.398438 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -68759.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68847.585938 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -68847.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -68910.734375 Penalty: 2318.580566
	Iteration 3Q: 3 clusters Score -68910.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68976.898438 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -68976.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69033.093750 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -69033.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69070.046875 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -69070.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69093.625000 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -69093.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69107.023438 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -69107.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69122.656250 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -69122.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69140.281250 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -69140.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69157.414062 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -69157.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69177.992188 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -69177.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69205.531250 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -69205.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69221.367188 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -69221.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69227.421875 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -69227.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69230.046875 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -69230.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69230.859375 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -69230.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69232.320312 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -69232.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69238.281250 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -69238.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69242.726562 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -69242.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69248.164062 Penalty: 2318.580566
	Iteration 21Q: 3 clusters Score -69248.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69253.617188 Penalty: 2318.580566
	Iteration 22Q: 3 clusters Score -69253.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69256.718750 Penalty: 2318.580566
	Iteration 23Q: 3 clusters Score -69256.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69257.773438 Penalty: 2318.580566
	Iteration 24Q: 3 clusters Score -69257.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69257.773438 Penalty: 2318.580566
	Iteration 25F: 3 clusters Score -69257.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Entering Unmasked Estep 
Score: -703781.000000 Penalty: 1523.920410
	Iteration 0F: 2 clusters Score -703781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -695500.750000 Penalty: 3047.840820
	Iteration 0F: 3 clusters Score -695500.8 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -698282.000000 Penalty: 3047.840820
	Iteration 1F: 3 clusters Score -698282 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -698649.312500 Penalty: 3047.840820
	Iteration 2F: 3 clusters Score -698649.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -698977.062500 Penalty: 3047.840820
	Iteration 3F: 3 clusters Score -698977.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -699299.000000 Penalty: 3047.840820
	Iteration 4Q: 3 clusters Score -699299 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -699656.125000 Penalty: 3047.840820
	Iteration 5F: 3 clusters Score -699656.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -700086.125000 Penalty: 3047.840820
	Iteration 6F: 3 clusters Score -700086.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -700553.812500 Penalty: 3047.840820
	Iteration 7F: 3 clusters Score -700553.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -701003.500000 Penalty: 3047.840820
	Iteration 8Q: 3 clusters Score -701003.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -701434.500000 Penalty: 3047.840820
	Iteration 9Q: 3 clusters Score -701434.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -701774.812500 Penalty: 3047.840820
	Iteration 10Q: 3 clusters Score -701774.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -702017.125000 Penalty: 3047.840820
	Iteration 11Q: 3 clusters Score -702017.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -702203.500000 Penalty: 3047.840820
	Iteration 12Q: 3 clusters Score -702203.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -702355.437500 Penalty: 3047.840820
	Iteration 13Q: 3 clusters Score -702355.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -702473.750000 Penalty: 3047.840820
	Iteration 14Q: 3 clusters Score -702473.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -702568.375000 Penalty: 3047.840820
	Iteration 15Q: 3 clusters Score -702568.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -702649.125000 Penalty: 3047.840820
	Iteration 16Q: 3 clusters Score -702649.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -702697.187500 Penalty: 3047.840820
	Iteration 17Q: 3 clusters Score -702697.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -702740.375000 Penalty: 3047.840820
	Iteration 18Q: 3 clusters Score -702740.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -702774.000000 Penalty: 3047.840820
	Iteration 19Q: 3 clusters Score -702774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -702796.375000 Penalty: 3047.840820
	Iteration 20F: 3 clusters Score -702796.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -702816.125000 Penalty: 3047.840820
	Iteration 21Q: 3 clusters Score -702816.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -702828.437500 Penalty: 3047.840820
	Iteration 22Q: 3 clusters Score -702828.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -702840.437500 Penalty: 3047.840820
	Iteration 23Q: 3 clusters Score -702840.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -702844.250000 Penalty: 3047.840820
	Iteration 24Q: 3 clusters Score -702844.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -702847.500000 Penalty: 3047.840820
	Iteration 25Q: 3 clusters Score -702847.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -702853.437500 Penalty: 3047.840820
	Iteration 26Q: 3 clusters Score -702853.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -702859.062500 Penalty: 3047.840820
	Iteration 27Q: 3 clusters Score -702859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -702861.250000 Penalty: 3047.840820
	Iteration 28Q: 3 clusters Score -702861.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -702866.187500 Penalty: 3047.840820
	Iteration 29Q: 3 clusters Score -702866.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -702873.250000 Penalty: 3047.840820
	Iteration 30Q: 3 clusters Score -702873.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -702878.187500 Penalty: 3047.840820
	Iteration 31Q: 3 clusters Score -702878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -702882.125000 Penalty: 3047.840820
	Iteration 32Q: 3 clusters Score -702882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -702884.812500 Penalty: 3047.840820
	Iteration 33Q: 3 clusters Score -702884.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -702886.000000 Penalty: 3047.840820
	Iteration 34Q: 3 clusters Score -702886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -702888.187500 Penalty: 3047.840820
	Iteration 35Q: 3 clusters Score -702888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -702889.187500 Penalty: 3047.840820
	Iteration 36Q: 3 clusters Score -702889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -702890.125000 Penalty: 3047.840820
	Iteration 37Q: 3 clusters Score -702890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -702893.562500 Penalty: 3047.840820
	Iteration 38Q: 3 clusters Score -702893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -702892.500000 Penalty: 3047.840820
	Iteration 39Q: 3 clusters Score -702892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -702893.437500 Penalty: 3047.840820
	Iteration 40F: 3 clusters Score -702893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -702895.250000 Penalty: 3047.840820
	Iteration 41Q: 3 clusters Score -702895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -702896.125000 Penalty: 3047.840820
	Iteration 42Q: 3 clusters Score -702896.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -702896.187500 Penalty: 3047.840820
	Iteration 43Q: 3 clusters Score -702896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -702896.187500 Penalty: 3047.840820
	Iteration 44F: 3 clusters Score -702896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -57078.796875 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -57078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -55613.804688 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -55613.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -55921.855469 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -55921.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56033.808594 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -56033.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -56169.261719 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -56169.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -56398.554688 Penalty: 2268.826904
	Iteration 4F: 3 clusters Score -56398.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56697.843750 Penalty: 2268.826904
	Iteration 5F: 3 clusters Score -56697.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -56910.640625 Penalty: 2268.826904
	Iteration 6F: 3 clusters Score -56910.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -57067.039062 Penalty: 2268.826904
	Iteration 7F: 3 clusters Score -57067.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -57153.441406 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -57153.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -57244.480469 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -57244.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -57287.609375 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -57287.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -57440.671875 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -57440.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -57506.949219 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -57506.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -57516.113281 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -57516.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -57524.527344 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -57524.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -57524.527344 Penalty: 2268.826904
	Iteration 15F: 3 clusters Score -57524.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Mstep: Class 41 contains 806 members 
Entering Unmasked Estep 
Score: -12704618.000000 Penalty: 82366.320312
Splitting cluster 30 changes total score from -12705039.000000 to -12704618.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -79721.000000 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -79721 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 697 members 
Entering Unmasked Estep 
Score: -78010.757812 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -78010.76 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -78341.226562 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -78341.23 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78429.265625 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -78429.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -78488.812500 Penalty: 2352.277832
	Iteration 3Q: 3 clusters Score -78488.81 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78543.453125 Penalty: 2352.277832
	Iteration 4Q: 3 clusters Score -78543.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78570.070312 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -78570.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -78581.859375 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -78581.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -78592.179688 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -78592.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78600.656250 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -78600.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78613.273438 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -78613.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78621.132812 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -78621.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -78627.203125 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -78627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -78631.781250 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -78631.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78635.210938 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -78635.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -78638.117188 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -78638.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -78641.226562 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -78641.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -78643.414062 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -78643.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -78644.625000 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -78644.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -78644.625000 Penalty: 2352.277832
	Iteration 18F: 3 clusters Score -78644.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -251969.078125 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -251969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -248349.468750 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -248349.5 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -249311.250000 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -249311.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -249523.437500 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -249523.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -249664.765625 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -249664.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -249820.156250 Penalty: 2733.701172
	Iteration 4Q: 3 clusters Score -249820.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -249974.687500 Penalty: 2733.701172
	Iteration 5F: 3 clusters Score -249974.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -250120.171875 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -250120.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -250260.312500 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -250260.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -250398.359375 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -250398.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -250562.125000 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -250562.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -250730.078125 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -250730.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -250883.328125 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -250883.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -251021.000000 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -251021 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -251127.093750 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -251127.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -251206.312500 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -251206.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -251253.500000 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -251253.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -251279.265625 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -251279.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -251290.156250 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -251290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -251295.671875 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -251295.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -251299.859375 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -251299.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -251301.968750 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -251302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -251304.406250 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -251304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -251306.531250 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -251306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -251306.687500 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -251306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -251307.234375 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -251307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -251307.843750 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -251307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -251309.093750 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -251309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -251309.593750 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -251309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -251310.468750 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -251310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -251310.953125 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -251311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -251311.328125 Penalty: 2733.701172
	Iteration 30Q: 3 clusters Score -251311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -251312.234375 Penalty: 2733.701172
	Iteration 31Q: 3 clusters Score -251312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -251313.031250 Penalty: 2733.701172
	Iteration 32Q: 3 clusters Score -251313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -251314.093750 Penalty: 2733.701172
	Iteration 33Q: 3 clusters Score -251314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -251315.281250 Penalty: 2733.701172
	Iteration 34Q: 3 clusters Score -251315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -251316.109375 Penalty: 2733.701172
	Iteration 35Q: 3 clusters Score -251316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -251315.812500 Penalty: 2733.701172
	Iteration 36Q: 3 clusters Score -251315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -251316.468750 Penalty: 2733.701172
	Iteration 37Q: 3 clusters Score -251316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -251317.281250 Penalty: 2733.701172
	Iteration 38Q: 3 clusters Score -251317.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -251317.968750 Penalty: 2733.701172
	Iteration 39Q: 3 clusters Score -251318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -251318.046875 Penalty: 2733.701172
	Iteration 40F: 3 clusters Score -251318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -251318.421875 Penalty: 2733.701172
	Iteration 41Q: 3 clusters Score -251318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -251318.500000 Penalty: 2733.701172
	Iteration 42Q: 3 clusters Score -251318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -251319.078125 Penalty: 2733.701172
	Iteration 43Q: 3 clusters Score -251319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -251319.234375 Penalty: 2733.701172
	Iteration 44Q: 3 clusters Score -251319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -251319.218750 Penalty: 2733.701172
	Iteration 45Q: 3 clusters Score -251319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -251319.218750 Penalty: 2733.701172
	Iteration 46F: 3 clusters Score -251319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -32501.406250 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -32501.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31374.810547 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -31374.81 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31556.412109 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -31556.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31604.033203 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -31604.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31629.318359 Penalty: 2067.984131
	Iteration 3Q: 3 clusters Score -31629.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31639.937500 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -31639.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -31652.212891 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -31652.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31669.269531 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -31669.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31680.648438 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -31680.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31688.058594 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -31688.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31695.261719 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -31695.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31697.390625 Penalty: 2067.984131
	Iteration 10Q: 3 clusters Score -31697.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31697.986328 Penalty: 2067.984131
	Iteration 11Q: 3 clusters Score -31697.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31698.652344 Penalty: 2067.984131
	Iteration 12Q: 3 clusters Score -31698.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31699.445312 Penalty: 2067.984131
	Iteration 13Q: 3 clusters Score -31699.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31699.445312 Penalty: 2067.984131
	Iteration 14F: 3 clusters Score -31699.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -108637.406250 Penalty: 1225.867920
	Iteration 0F: 2 clusters Score -108637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -106594.796875 Penalty: 2451.735840
	Iteration 0F: 3 clusters Score -106594.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -107027.726562 Penalty: 2451.735840
	Iteration 1F: 3 clusters Score -107027.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -107121.265625 Penalty: 2451.735840
	Iteration 2F: 3 clusters Score -107121.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -107171.734375 Penalty: 2451.735840
	Iteration 3Q: 3 clusters Score -107171.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -107204.039062 Penalty: 2451.735840
	Iteration 4Q: 3 clusters Score -107204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -107227.515625 Penalty: 2451.735840
	Iteration 5Q: 3 clusters Score -107227.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -107251.210938 Penalty: 2451.735840
	Iteration 6Q: 3 clusters Score -107251.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -107268.921875 Penalty: 2451.735840
	Iteration 7Q: 3 clusters Score -107268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -107279.484375 Penalty: 2451.735840
	Iteration 8Q: 3 clusters Score -107279.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -107288.953125 Penalty: 2451.735840
	Iteration 9Q: 3 clusters Score -107289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107293.500000 Penalty: 2451.735840
	Iteration 10Q: 3 clusters Score -107293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -107295.632812 Penalty: 2451.735840
	Iteration 11Q: 3 clusters Score -107295.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -107298.640625 Penalty: 2451.735840
	Iteration 12Q: 3 clusters Score -107298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -107299.859375 Penalty: 2451.735840
	Iteration 13Q: 3 clusters Score -107299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -107300.968750 Penalty: 2451.735840
	Iteration 14Q: 3 clusters Score -107301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -107301.796875 Penalty: 2451.735840
	Iteration 15Q: 3 clusters Score -107301.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -107302.578125 Penalty: 2451.735840
	Iteration 16Q: 3 clusters Score -107302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -107305.335938 Penalty: 2451.735840
	Iteration 17Q: 3 clusters Score -107305.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -107307.796875 Penalty: 2451.735840
	Iteration 18Q: 3 clusters Score -107307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -107311.546875 Penalty: 2451.735840
	Iteration 19Q: 3 clusters Score -107311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -107315.710938 Penalty: 2451.735840
	Iteration 20F: 3 clusters Score -107315.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -107319.281250 Penalty: 2451.735840
	Iteration 21Q: 3 clusters Score -107319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -107321.539062 Penalty: 2451.735840
	Iteration 22Q: 3 clusters Score -107321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -107323.445312 Penalty: 2451.735840
	Iteration 23Q: 3 clusters Score -107323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -107325.570312 Penalty: 2451.735840
	Iteration 24Q: 3 clusters Score -107325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -107327.570312 Penalty: 2451.735840
	Iteration 25Q: 3 clusters Score -107327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -107328.031250 Penalty: 2451.735840
	Iteration 26Q: 3 clusters Score -107328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -107330.242188 Penalty: 2451.735840
	Iteration 27Q: 3 clusters Score -107330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -107333.046875 Penalty: 2451.735840
	Iteration 28Q: 3 clusters Score -107333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -107334.562500 Penalty: 2451.735840
	Iteration 29Q: 3 clusters Score -107334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -107334.968750 Penalty: 2451.735840
	Iteration 30Q: 3 clusters Score -107335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -107335.250000 Penalty: 2451.735840
	Iteration 31Q: 3 clusters Score -107335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -107335.250000 Penalty: 2451.735840
	Iteration 32F: 3 clusters Score -107335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -103869.289062 Penalty: 1223.091675
	Iteration 0F: 2 clusters Score -103869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -101857.835938 Penalty: 2446.183350
	Iteration 0F: 3 clusters Score -101857.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -102283.820312 Penalty: 2446.183350
	Iteration 1F: 3 clusters Score -102283.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -102399.359375 Penalty: 2446.183350
	Iteration 2F: 3 clusters Score -102399.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -102466.250000 Penalty: 2446.183350
	Iteration 3Q: 3 clusters Score -102466.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -102519.695312 Penalty: 2446.183350
	Iteration 4Q: 3 clusters Score -102519.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -102559.867188 Penalty: 2446.183350
	Iteration 5Q: 3 clusters Score -102559.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -102596.453125 Penalty: 2446.183350
	Iteration 6Q: 3 clusters Score -102596.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -102621.703125 Penalty: 2446.183350
	Iteration 7Q: 3 clusters Score -102621.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -102646.906250 Penalty: 2446.183350
	Iteration 8Q: 3 clusters Score -102646.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102677.796875 Penalty: 2446.183350
	Iteration 9Q: 3 clusters Score -102677.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102706.601562 Penalty: 2446.183350
	Iteration 10Q: 3 clusters Score -102706.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -102729.414062 Penalty: 2446.183350
	Iteration 11Q: 3 clusters Score -102729.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102752.695312 Penalty: 2446.183350
	Iteration 12Q: 3 clusters Score -102752.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102775.140625 Penalty: 2446.183350
	Iteration 13Q: 3 clusters Score -102775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -102795.351562 Penalty: 2446.183350
	Iteration 14Q: 3 clusters Score -102795.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -102812.718750 Penalty: 2446.183350
	Iteration 15Q: 3 clusters Score -102812.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102825.281250 Penalty: 2446.183350
	Iteration 16Q: 3 clusters Score -102825.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102833.250000 Penalty: 2446.183350
	Iteration 17Q: 3 clusters Score -102833.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -102838.070312 Penalty: 2446.183350
	Iteration 18Q: 3 clusters Score -102838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102843.304688 Penalty: 2446.183350
	Iteration 19Q: 3 clusters Score -102843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102846.765625 Penalty: 2446.183350
	Iteration 20F: 3 clusters Score -102846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102849.578125 Penalty: 2446.183350
	Iteration 21Q: 3 clusters Score -102849.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -102854.070312 Penalty: 2446.183350
	Iteration 22Q: 3 clusters Score -102854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102859.656250 Penalty: 2446.183350
	Iteration 23Q: 3 clusters Score -102859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102863.015625 Penalty: 2446.183350
	Iteration 24Q: 3 clusters Score -102863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102865.148438 Penalty: 2446.183350
	Iteration 25Q: 3 clusters Score -102865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -102867.140625 Penalty: 2446.183350
	Iteration 26Q: 3 clusters Score -102867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -102870.687500 Penalty: 2446.183350
	Iteration 27Q: 3 clusters Score -102870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102873.070312 Penalty: 2446.183350
	Iteration 28Q: 3 clusters Score -102873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102875.921875 Penalty: 2446.183350
	Iteration 29Q: 3 clusters Score -102875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -102879.976562 Penalty: 2446.183350
	Iteration 30Q: 3 clusters Score -102880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102884.468750 Penalty: 2446.183350
	Iteration 31Q: 3 clusters Score -102884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -102887.250000 Penalty: 2446.183350
	Iteration 32Q: 3 clusters Score -102887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102887.562500 Penalty: 2446.183350
	Iteration 33Q: 3 clusters Score -102887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102887.562500 Penalty: 2446.183350
	Iteration 34F: 3 clusters Score -102887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -229817.906250 Penalty: 1344.583008
	Iteration 0F: 2 clusters Score -229817.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -226513.109375 Penalty: 2689.166016
	Iteration 0F: 3 clusters Score -226513.1 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -227398.281250 Penalty: 2689.166016
	Iteration 1F: 3 clusters Score -227398.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -227547.578125 Penalty: 2689.166016
	Iteration 2F: 3 clusters Score -227547.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -227644.609375 Penalty: 2689.166016
	Iteration 3F: 3 clusters Score -227644.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -227714.593750 Penalty: 2689.166016
	Iteration 4Q: 3 clusters Score -227714.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -227772.156250 Penalty: 2689.166016
	Iteration 5Q: 3 clusters Score -227772.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -227818.640625 Penalty: 2689.166016
	Iteration 6Q: 3 clusters Score -227818.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -227868.968750 Penalty: 2689.166016
	Iteration 7Q: 3 clusters Score -227869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -227920.828125 Penalty: 2689.166016
	Iteration 8Q: 3 clusters Score -227920.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -227967.656250 Penalty: 2689.166016
	Iteration 9Q: 3 clusters Score -227967.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -228017.453125 Penalty: 2689.166016
	Iteration 10Q: 3 clusters Score -228017.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -228067.484375 Penalty: 2689.166016
	Iteration 11Q: 3 clusters Score -228067.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -228112.328125 Penalty: 2689.166016
	Iteration 12Q: 3 clusters Score -228112.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -228147.359375 Penalty: 2689.166016
	Iteration 13Q: 3 clusters Score -228147.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -228183.140625 Penalty: 2689.166016
	Iteration 14Q: 3 clusters Score -228183.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -228223.312500 Penalty: 2689.166016
	Iteration 15Q: 3 clusters Score -228223.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -228258.671875 Penalty: 2689.166016
	Iteration 16Q: 3 clusters Score -228258.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -228288.687500 Penalty: 2689.166016
	Iteration 17Q: 3 clusters Score -228288.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -228317.687500 Penalty: 2689.166016
	Iteration 18Q: 3 clusters Score -228317.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228338.406250 Penalty: 2689.166016
	Iteration 19Q: 3 clusters Score -228338.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -228359.421875 Penalty: 2689.166016
	Iteration 20F: 3 clusters Score -228359.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -228378.218750 Penalty: 2689.166016
	Iteration 21Q: 3 clusters Score -228378.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228388.015625 Penalty: 2689.166016
	Iteration 22Q: 3 clusters Score -228388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -228395.375000 Penalty: 2689.166016
	Iteration 23Q: 3 clusters Score -228395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228404.875000 Penalty: 2689.166016
	Iteration 24Q: 3 clusters Score -228404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -228412.609375 Penalty: 2689.166016
	Iteration 25Q: 3 clusters Score -228412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -228417.625000 Penalty: 2689.166016
	Iteration 26Q: 3 clusters Score -228417.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -228424.359375 Penalty: 2689.166016
	Iteration 27Q: 3 clusters Score -228424.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -228431.562500 Penalty: 2689.166016
	Iteration 28Q: 3 clusters Score -228431.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -228436.421875 Penalty: 2689.166016
	Iteration 29Q: 3 clusters Score -228436.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -228442.718750 Penalty: 2689.166016
	Iteration 30Q: 3 clusters Score -228442.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228448.921875 Penalty: 2689.166016
	Iteration 31Q: 3 clusters Score -228448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -228454.218750 Penalty: 2689.166016
	Iteration 32Q: 3 clusters Score -228454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228456.562500 Penalty: 2689.166016
	Iteration 33Q: 3 clusters Score -228456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228457.843750 Penalty: 2689.166016
	Iteration 34Q: 3 clusters Score -228457.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228457.843750 Penalty: 2689.166016
	Iteration 35F: 3 clusters Score -228457.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -381675.031250 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -381675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -376741.812500 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -376741.8 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -378160.843750 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -378160.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -378345.750000 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -378345.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -378474.031250 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -378474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -378587.968750 Penalty: 2848.976807
	Iteration 4Q: 3 clusters Score -378588 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -378706.593750 Penalty: 2848.976807
	Iteration 5Q: 3 clusters Score -378706.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -378827.687500 Penalty: 2848.976807
	Iteration 6Q: 3 clusters Score -378827.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -378957.593750 Penalty: 2848.976807
	Iteration 7Q: 3 clusters Score -378957.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -379092.718750 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -379092.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -379243.218750 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -379243.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -379400.937500 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -379400.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -379562.843750 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -379562.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -379725.156250 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -379725.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -379862.937500 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -379862.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -379994.093750 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -379994.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -380150.093750 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -380150.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -380302.593750 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -380302.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -380407.656250 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -380407.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -380482.406250 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -380482.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -380536.593750 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -380536.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -380579.000000 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -380579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -380607.812500 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -380607.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -380625.468750 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -380625.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -380639.843750 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -380639.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -380649.750000 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -380649.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -380655.312500 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -380655.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -380660.718750 Penalty: 2848.976807
	Iteration 26Q: 3 clusters Score -380660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -380664.031250 Penalty: 2848.976807
	Iteration 27Q: 3 clusters Score -380664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -380667.343750 Penalty: 2848.976807
	Iteration 28Q: 3 clusters Score -380667.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -380675.156250 Penalty: 2848.976807
	Iteration 29Q: 3 clusters Score -380675.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -380680.437500 Penalty: 2848.976807
	Iteration 30Q: 3 clusters Score -380680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -380686.000000 Penalty: 2848.976807
	Iteration 31Q: 3 clusters Score -380686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -380690.968750 Penalty: 2848.976807
	Iteration 32Q: 3 clusters Score -380691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -380693.093750 Penalty: 2848.976807
	Iteration 33Q: 3 clusters Score -380693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -380692.812500 Penalty: 2848.976807
	Iteration 34Q: 3 clusters Score -380692.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -380692.812500 Penalty: 2848.976807
	Iteration 35F: 3 clusters Score -380692.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -29748.599609 Penalty: 1032.867554
	Iteration 0F: 2 clusters Score -29748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28610.185547 Penalty: 2065.735107
	Iteration 0F: 3 clusters Score -28610.19 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28785.179688 Penalty: 2065.735107
	Iteration 1F: 3 clusters Score -28785.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28837.763672 Penalty: 2065.735107
	Iteration 2F: 3 clusters Score -28837.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28859.421875 Penalty: 2065.735107
	Iteration 3Q: 3 clusters Score -28859.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28873.939453 Penalty: 2065.735107
	Iteration 4Q: 3 clusters Score -28873.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28888.841797 Penalty: 2065.735107
	Iteration 5Q: 3 clusters Score -28888.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28897.640625 Penalty: 2065.735107
	Iteration 6Q: 3 clusters Score -28897.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28906.562500 Penalty: 2065.735107
	Iteration 7Q: 3 clusters Score -28906.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28909.699219 Penalty: 2065.735107
	Iteration 8Q: 3 clusters Score -28909.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28915.470703 Penalty: 2065.735107
	Iteration 9Q: 3 clusters Score -28915.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28918.777344 Penalty: 2065.735107
	Iteration 10Q: 3 clusters Score -28918.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28922.248047 Penalty: 2065.735107
	Iteration 11Q: 3 clusters Score -28922.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28927.716797 Penalty: 2065.735107
	Iteration 12Q: 3 clusters Score -28927.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28928.191406 Penalty: 2065.735107
	Iteration 13Q: 3 clusters Score -28928.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28930.597656 Penalty: 2065.735107
	Iteration 14Q: 3 clusters Score -28930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28937.072266 Penalty: 2065.735107
	Iteration 15Q: 3 clusters Score -28937.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28951.210938 Penalty: 2065.735107
	Iteration 16Q: 3 clusters Score -28951.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -28958.992188 Penalty: 2065.735107
	Iteration 17Q: 3 clusters Score -28958.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28965.833984 Penalty: 2065.735107
	Iteration 18Q: 3 clusters Score -28965.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28973.824219 Penalty: 2065.735107
	Iteration 19Q: 3 clusters Score -28973.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28977.123047 Penalty: 2065.735107
	Iteration 20F: 3 clusters Score -28977.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28980.130859 Penalty: 2065.735107
	Iteration 21Q: 3 clusters Score -28980.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28980.130859 Penalty: 2065.735107
	Iteration 22F: 3 clusters Score -28980.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Entering Unmasked Estep 
Score: -736863.625000 Penalty: 1528.807007
	Iteration 0F: 2 clusters Score -736863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -728307.625000 Penalty: 3057.614014
	Iteration 0F: 3 clusters Score -728307.6 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -731303.312500 Penalty: 3057.614014
	Iteration 1F: 3 clusters Score -731303.3 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -731755.437500 Penalty: 3057.614014
	Iteration 2F: 3 clusters Score -731755.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -732287.375000 Penalty: 3057.614014
	Iteration 3F: 3 clusters Score -732287.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -732922.000000 Penalty: 3057.614014
	Iteration 4F: 3 clusters Score -732922 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -733638.062500 Penalty: 3057.614014
	Iteration 5F: 3 clusters Score -733638.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -734256.437500 Penalty: 3057.614014
	Iteration 6F: 3 clusters Score -734256.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -734674.375000 Penalty: 3057.614014
	Iteration 7F: 3 clusters Score -734674.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -734942.312500 Penalty: 3057.614014
	Iteration 8Q: 3 clusters Score -734942.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -735125.875000 Penalty: 3057.614014
	Iteration 9Q: 3 clusters Score -735125.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -735260.375000 Penalty: 3057.614014
	Iteration 10Q: 3 clusters Score -735260.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -735365.125000 Penalty: 3057.614014
	Iteration 11Q: 3 clusters Score -735365.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -735443.812500 Penalty: 3057.614014
	Iteration 12Q: 3 clusters Score -735443.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -735507.375000 Penalty: 3057.614014
	Iteration 13Q: 3 clusters Score -735507.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -735560.125000 Penalty: 3057.614014
	Iteration 14Q: 3 clusters Score -735560.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -735603.500000 Penalty: 3057.614014
	Iteration 15Q: 3 clusters Score -735603.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -735629.875000 Penalty: 3057.614014
	Iteration 16Q: 3 clusters Score -735629.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -735654.375000 Penalty: 3057.614014
	Iteration 17Q: 3 clusters Score -735654.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -735675.375000 Penalty: 3057.614014
	Iteration 18Q: 3 clusters Score -735675.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -735700.750000 Penalty: 3057.614014
	Iteration 19Q: 3 clusters Score -735700.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -735725.000000 Penalty: 3057.614014
	Iteration 20F: 3 clusters Score -735725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -735745.062500 Penalty: 3057.614014
	Iteration 21Q: 3 clusters Score -735745.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -735769.812500 Penalty: 3057.614014
	Iteration 22Q: 3 clusters Score -735769.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -735795.625000 Penalty: 3057.614014
	Iteration 23Q: 3 clusters Score -735795.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -735817.062500 Penalty: 3057.614014
	Iteration 24Q: 3 clusters Score -735817.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -735832.687500 Penalty: 3057.614014
	Iteration 25Q: 3 clusters Score -735832.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -735844.000000 Penalty: 3057.614014
	Iteration 26Q: 3 clusters Score -735844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -735854.625000 Penalty: 3057.614014
	Iteration 27Q: 3 clusters Score -735854.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -735863.062500 Penalty: 3057.614014
	Iteration 28Q: 3 clusters Score -735863.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -735871.437500 Penalty: 3057.614014
	Iteration 29Q: 3 clusters Score -735871.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -735881.000000 Penalty: 3057.614014
	Iteration 30Q: 3 clusters Score -735881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -735886.812500 Penalty: 3057.614014
	Iteration 31Q: 3 clusters Score -735886.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -735897.000000 Penalty: 3057.614014
	Iteration 32Q: 3 clusters Score -735897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -735900.375000 Penalty: 3057.614014
	Iteration 33Q: 3 clusters Score -735900.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -735908.625000 Penalty: 3057.614014
	Iteration 34Q: 3 clusters Score -735908.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -735913.312500 Penalty: 3057.614014
	Iteration 35Q: 3 clusters Score -735913.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -735916.625000 Penalty: 3057.614014
	Iteration 36Q: 3 clusters Score -735916.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -735921.375000 Penalty: 3057.614014
	Iteration 37Q: 3 clusters Score -735921.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -735927.625000 Penalty: 3057.614014
	Iteration 38Q: 3 clusters Score -735927.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -735931.500000 Penalty: 3057.614014
	Iteration 39Q: 3 clusters Score -735931.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -735931.625000 Penalty: 3057.614014
	Iteration 40F: 3 clusters Score -735931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -735935.375000 Penalty: 3057.614014
	Iteration 41Q: 3 clusters Score -735935.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -735936.812500 Penalty: 3057.614014
	Iteration 42Q: 3 clusters Score -735936.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -735938.500000 Penalty: 3057.614014
	Iteration 43Q: 3 clusters Score -735938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -735939.937500 Penalty: 3057.614014
	Iteration 44Q: 3 clusters Score -735939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -735943.312500 Penalty: 3057.614014
	Iteration 45Q: 3 clusters Score -735943.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -735945.375000 Penalty: 3057.614014
	Iteration 46Q: 3 clusters Score -735945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -735945.125000 Penalty: 3057.614014
	Iteration 47Q: 3 clusters Score -735945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -735944.000000 Penalty: 3057.614014
	Iteration 48Q: 3 clusters Score -735944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -735944.062500 Penalty: 3057.614014
	Iteration 49Q: 3 clusters Score -735944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -735944.125000 Penalty: 3057.614014
	Iteration 50Q: 3 clusters Score -735944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -735945.937500 Penalty: 3057.614014
	Iteration 51Q: 3 clusters Score -735945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -735945.562500 Penalty: 3057.614014
	Iteration 52Q: 3 clusters Score -735945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -735945.562500 Penalty: 3057.614014
	Iteration 53F: 3 clusters Score -735945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -175166.515625 Penalty: 1333.481079
	Iteration 0F: 2 clusters Score -175166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -172049.593750 Penalty: 2666.962158
	Iteration 0F: 3 clusters Score -172049.6 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -172894.250000 Penalty: 2666.962158
	Iteration 1F: 3 clusters Score -172894.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -173070.421875 Penalty: 2666.962158
	Iteration 2F: 3 clusters Score -173070.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -173180.625000 Penalty: 2666.962158
	Iteration 3F: 3 clusters Score -173180.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -173257.953125 Penalty: 2666.962158
	Iteration 4Q: 3 clusters Score -173258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -173316.171875 Penalty: 2666.962158
	Iteration 5Q: 3 clusters Score -173316.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -173375.515625 Penalty: 2666.962158
	Iteration 6Q: 3 clusters Score -173375.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -173440.140625 Penalty: 2666.962158
	Iteration 7Q: 3 clusters Score -173440.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -173503.453125 Penalty: 2666.962158
	Iteration 8Q: 3 clusters Score -173503.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -173550.328125 Penalty: 2666.962158
	Iteration 9Q: 3 clusters Score -173550.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173588.468750 Penalty: 2666.962158
	Iteration 10Q: 3 clusters Score -173588.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -173625.609375 Penalty: 2666.962158
	Iteration 11Q: 3 clusters Score -173625.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -173651.015625 Penalty: 2666.962158
	Iteration 12Q: 3 clusters Score -173651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173671.125000 Penalty: 2666.962158
	Iteration 13Q: 3 clusters Score -173671.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -173688.640625 Penalty: 2666.962158
	Iteration 14Q: 3 clusters Score -173688.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173700.750000 Penalty: 2666.962158
	Iteration 15Q: 3 clusters Score -173700.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173712.406250 Penalty: 2666.962158
	Iteration 16Q: 3 clusters Score -173712.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173724.140625 Penalty: 2666.962158
	Iteration 17Q: 3 clusters Score -173724.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -173740.062500 Penalty: 2666.962158
	Iteration 18Q: 3 clusters Score -173740.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -173763.062500 Penalty: 2666.962158
	Iteration 19Q: 3 clusters Score -173763.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -173785.984375 Penalty: 2666.962158
	Iteration 20F: 3 clusters Score -173786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173810.656250 Penalty: 2666.962158
	Iteration 21Q: 3 clusters Score -173810.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173831.281250 Penalty: 2666.962158
	Iteration 22Q: 3 clusters Score -173831.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173845.921875 Penalty: 2666.962158
	Iteration 23Q: 3 clusters Score -173845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -173860.343750 Penalty: 2666.962158
	Iteration 24Q: 3 clusters Score -173860.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -173873.750000 Penalty: 2666.962158
	Iteration 25Q: 3 clusters Score -173873.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173891.015625 Penalty: 2666.962158
	Iteration 26Q: 3 clusters Score -173891 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -173914.578125 Penalty: 2666.962158
	Iteration 27Q: 3 clusters Score -173914.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -173933.593750 Penalty: 2666.962158
	Iteration 28Q: 3 clusters Score -173933.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -173950.171875 Penalty: 2666.962158
	Iteration 29Q: 3 clusters Score -173950.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173960.218750 Penalty: 2666.962158
	Iteration 30Q: 3 clusters Score -173960.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -173974.625000 Penalty: 2666.962158
	Iteration 31Q: 3 clusters Score -173974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -173985.796875 Penalty: 2666.962158
	Iteration 32Q: 3 clusters Score -173985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173994.468750 Penalty: 2666.962158
	Iteration 33Q: 3 clusters Score -173994.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -173998.328125 Penalty: 2666.962158
	Iteration 34Q: 3 clusters Score -173998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -174002.812500 Penalty: 2666.962158
	Iteration 35Q: 3 clusters Score -174002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -174008.078125 Penalty: 2666.962158
	Iteration 36Q: 3 clusters Score -174008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -174013.421875 Penalty: 2666.962158
	Iteration 37Q: 3 clusters Score -174013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -174019.703125 Penalty: 2666.962158
	Iteration 38Q: 3 clusters Score -174019.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -174025.187500 Penalty: 2666.962158
	Iteration 39Q: 3 clusters Score -174025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -174030.937500 Penalty: 2666.962158
	Iteration 40F: 3 clusters Score -174030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -174038.953125 Penalty: 2666.962158
	Iteration 41Q: 3 clusters Score -174039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174043.500000 Penalty: 2666.962158
	Iteration 42Q: 3 clusters Score -174043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -174047.390625 Penalty: 2666.962158
	Iteration 43Q: 3 clusters Score -174047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -174048.015625 Penalty: 2666.962158
	Iteration 44Q: 3 clusters Score -174048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -174048.953125 Penalty: 2666.962158
	Iteration 45Q: 3 clusters Score -174049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -174049.203125 Penalty: 2666.962158
	Iteration 46Q: 3 clusters Score -174049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -174050.171875 Penalty: 2666.962158
	Iteration 47Q: 3 clusters Score -174050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -174050.921875 Penalty: 2666.962158
	Iteration 48Q: 3 clusters Score -174050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -174052.953125 Penalty: 2666.962158
	Iteration 49Q: 3 clusters Score -174053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -174055.218750 Penalty: 2666.962158
	Iteration 50Q: 3 clusters Score -174055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -174057.343750 Penalty: 2666.962158
	Iteration 51Q: 3 clusters Score -174057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -174059.031250 Penalty: 2666.962158
	Iteration 52Q: 3 clusters Score -174059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -174060.359375 Penalty: 2666.962158
	Iteration 53Q: 3 clusters Score -174060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -174061.609375 Penalty: 2666.962158
	Iteration 54Q: 3 clusters Score -174061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -174062.359375 Penalty: 2666.962158
	Iteration 55Q: 3 clusters Score -174062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -174062.406250 Penalty: 2666.962158
	Iteration 56Q: 3 clusters Score -174062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -174062.750000 Penalty: 2666.962158
	Iteration 57Q: 3 clusters Score -174062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -174062.750000 Penalty: 2666.962158
	Iteration 58F: 3 clusters Score -174062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2507 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 4027 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1889 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3922 members 
Mstep: Class 37 contains 6413 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12186 members 
Mstep: Class 40 contains 3663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705047.000000 Penalty: 80357.382812
Iteration 159Q: 41 clusters Score -1.270505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26106 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 8948 members 
Mstep: Class 23 contains 17619 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1393 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1854 members 
Mstep: Class 36 contains 3928 members 
Mstep: Class 37 contains 6411 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12188 members 
Mstep: Class 40 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705030.000000 Penalty: 80357.382812
Iteration 160F: 41 clusters Score -1.270503e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2509 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2381 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 8936 members 
Mstep: Class 23 contains 17616 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11826 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1396 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 3932 members 
Mstep: Class 37 contains 6412 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12189 members 
Mstep: Class 40 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705039.000000 Penalty: 80357.382812
Iteration 161Q: 41 clusters Score -1.270504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2510 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2382 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4039 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3938 members 
Mstep: Class 37 contains 6409 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12187 members 
Mstep: Class 40 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705033.000000 Penalty: 80357.382812
Iteration 162Q: 41 clusters Score -1.270503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11372 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26109 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 4026 members 
Mstep: Class 22 contains 8920 members 
Mstep: Class 23 contains 17607 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4038 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11826 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3947 members 
Mstep: Class 37 contains 6405 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12189 members 
Mstep: Class 40 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705032.000000 Penalty: 80357.382812
Iteration 163Q: 41 clusters Score -1.270503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2514 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8914 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4037 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11825 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3956 members 
Mstep: Class 37 contains 6396 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12190 members 
Mstep: Class 40 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705065.000000 Penalty: 80357.382812
Iteration 164Q: 41 clusters Score -1.270506e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3452 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2390 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8902 members 
Mstep: Class 23 contains 17602 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11822 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 3964 members 
Mstep: Class 37 contains 6391 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12188 members 
Mstep: Class 40 contains 3688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705093.000000 Penalty: 80357.382812
Iteration 165Q: 41 clusters Score -1.270509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8889 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11820 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 3971 members 
Mstep: Class 37 contains 6389 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12185 members 
Mstep: Class 40 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705074.000000 Penalty: 80357.382812
Iteration 166Q: 41 clusters Score -1.270507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11374 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8887 members 
Mstep: Class 23 contains 17590 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11819 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 3980 members 
Mstep: Class 37 contains 6387 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12176 members 
Mstep: Class 40 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705068.000000 Penalty: 80357.382812
Iteration 167Q: 41 clusters Score -1.270507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8884 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11817 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 3991 members 
Mstep: Class 37 contains 6386 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12175 members 
Mstep: Class 40 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705073.000000 Penalty: 80357.382812
Iteration 168Q: 41 clusters Score -1.270507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8882 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1398 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 3998 members 
Mstep: Class 37 contains 6383 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12170 members 
Mstep: Class 40 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705077.000000 Penalty: 80357.382812
Iteration 169Q: 41 clusters Score -1.270508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8881 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1399 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4003 members 
Mstep: Class 37 contains 6382 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12163 members 
Mstep: Class 40 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705079.000000 Penalty: 80357.382812
Iteration 170Q: 41 clusters Score -1.270508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8881 members 
Mstep: Class 23 contains 17579 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1400 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4004 members 
Mstep: Class 37 contains 6381 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12159 members 
Mstep: Class 40 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705068.000000 Penalty: 80357.382812
Iteration 171Q: 41 clusters Score -1.270507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8879 members 
Mstep: Class 23 contains 17579 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1401 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4008 members 
Mstep: Class 37 contains 6379 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12157 members 
Mstep: Class 40 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705081.000000 Penalty: 80357.382812
Iteration 172Q: 41 clusters Score -1.270508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8878 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1402 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 6377 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12153 members 
Mstep: Class 40 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705071.000000 Penalty: 80357.382812
Iteration 173Q: 41 clusters Score -1.270507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8878 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1403 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 6374 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12148 members 
Mstep: Class 40 contains 3706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705068.000000 Penalty: 80357.382812
Iteration 174Q: 41 clusters Score -1.270507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8875 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1403 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4015 members 
Mstep: Class 37 contains 6371 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12145 members 
Mstep: Class 40 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705079.000000 Penalty: 80357.382812
Iteration 175Q: 41 clusters Score -1.270508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8869 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1859 members 
Mstep: Class 36 contains 4017 members 
Mstep: Class 37 contains 6367 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12144 members 
Mstep: Class 40 contains 3716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705075.000000 Penalty: 80357.382812
Iteration 176Q: 41 clusters Score -1.270508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3456 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 4025 members 
Mstep: Class 22 contains 8864 members 
Mstep: Class 23 contains 17578 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11813 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1858 members 
Mstep: Class 36 contains 4019 members 
Mstep: Class 37 contains 6365 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12140 members 
Mstep: Class 40 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705084.000000 Penalty: 80357.382812
Iteration 177Q: 41 clusters Score -1.270508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 4024 members 
Mstep: Class 22 contains 8862 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11813 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4020 members 
Mstep: Class 37 contains 6365 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12136 members 
Mstep: Class 40 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705110.000000 Penalty: 80357.382812
Iteration 178Q: 41 clusters Score -1.270511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 4023 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11812 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1407 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4025 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12133 members 
Mstep: Class 40 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705092.000000 Penalty: 80357.382812
Iteration 179Q: 41 clusters Score -1.270509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8843 members 
Mstep: Class 23 contains 17576 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11811 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1409 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4030 members 
Mstep: Class 37 contains 6364 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12130 members 
Mstep: Class 40 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705097.000000 Penalty: 80357.382812
Iteration 180F: 41 clusters Score -1.27051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11380 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3456 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8837 members 
Mstep: Class 23 contains 17576 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11811 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1409 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4034 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12129 members 
Mstep: Class 40 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705105.000000 Penalty: 80357.382812
Iteration 181Q: 41 clusters Score -1.27051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3456 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11809 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4039 members 
Mstep: Class 37 contains 6361 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12129 members 
Mstep: Class 40 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705099.000000 Penalty: 80357.382812
Iteration 182Q: 41 clusters Score -1.27051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8825 members 
Mstep: Class 23 contains 17573 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11810 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4044 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12127 members 
Mstep: Class 40 contains 3755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705094.000000 Penalty: 80357.382812
Iteration 183Q: 41 clusters Score -1.270509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11811 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4053 members 
Mstep: Class 37 contains 6359 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12126 members 
Mstep: Class 40 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705104.000000 Penalty: 80357.382812
Iteration 184Q: 41 clusters Score -1.27051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11813 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4056 members 
Mstep: Class 37 contains 6360 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12124 members 
Mstep: Class 40 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705092.000000 Penalty: 80357.382812
Iteration 185Q: 41 clusters Score -1.270509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 17573 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1854 members 
Mstep: Class 36 contains 4059 members 
Mstep: Class 37 contains 6358 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12122 members 
Mstep: Class 40 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705108.000000 Penalty: 80357.382812
Iteration 186Q: 41 clusters Score -1.270511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11381 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8817 members 
Mstep: Class 23 contains 17573 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4066 members 
Mstep: Class 37 contains 6355 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12119 members 
Mstep: Class 40 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705130.000000 Penalty: 80357.382812
Iteration 187Q: 41 clusters Score -1.270513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11383 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8815 members 
Mstep: Class 23 contains 17572 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1410 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4072 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12117 members 
Mstep: Class 40 contains 3759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705121.000000 Penalty: 80357.382812
Iteration 188Q: 41 clusters Score -1.270512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8810 members 
Mstep: Class 23 contains 17572 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1411 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4078 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12115 members 
Mstep: Class 40 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705119.000000 Penalty: 80357.382812
Iteration 189Q: 41 clusters Score -1.270512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8805 members 
Mstep: Class 23 contains 17572 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1412 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4082 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12115 members 
Mstep: Class 40 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705130.000000 Penalty: 80357.382812
Iteration 190Q: 41 clusters Score -1.270513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8804 members 
Mstep: Class 23 contains 17573 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1413 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4087 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12114 members 
Mstep: Class 40 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705131.000000 Penalty: 80357.382812
Iteration 191Q: 41 clusters Score -1.270513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11384 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8802 members 
Mstep: Class 23 contains 17574 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1415 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4089 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12114 members 
Mstep: Class 40 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705116.000000 Penalty: 80357.382812
Iteration 192Q: 41 clusters Score -1.270512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8799 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1419 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4091 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12110 members 
Mstep: Class 40 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705131.000000 Penalty: 80357.382812
Iteration 193Q: 41 clusters Score -1.270513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8797 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1423 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4093 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12105 members 
Mstep: Class 40 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705112.000000 Penalty: 80357.382812
Iteration 194Q: 41 clusters Score -1.270511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8797 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1428 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4098 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12097 members 
Mstep: Class 40 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705108.000000 Penalty: 80357.382812
Iteration 195Q: 41 clusters Score -1.270511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 17576 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1436 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4102 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12091 members 
Mstep: Class 40 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705119.000000 Penalty: 80357.382812
Iteration 196Q: 41 clusters Score -1.270512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26116 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8786 members 
Mstep: Class 23 contains 17578 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1441 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4106 members 
Mstep: Class 37 contains 6355 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12082 members 
Mstep: Class 40 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705114.000000 Penalty: 80357.382812
Iteration 197Q: 41 clusters Score -1.270511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3445 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8782 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1447 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4110 members 
Mstep: Class 37 contains 6355 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12071 members 
Mstep: Class 40 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705143.000000 Penalty: 80357.382812
Iteration 198Q: 41 clusters Score -1.270514e+07 nChanged 21
Entering ConstructFrom: 
Score: -12705143.000000 Penalty: 80357.382812
Entering ConstructFrom: 
Trying to split cluster 1 (27688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Entering Unmasked Estep 
Score: -1615584.125000 Penalty: 1662.172485
	Iteration 0F: 2 clusters Score -1615584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1596836.500000 Penalty: 3324.344971
	Iteration 0F: 3 clusters Score -1596836 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1604249.250000 Penalty: 3324.344971
	Iteration 1F: 3 clusters Score -1604249 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1605034.250000 Penalty: 3324.344971
	Iteration 2F: 3 clusters Score -1605034 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1606025.125000 Penalty: 3324.344971
	Iteration 3F: 3 clusters Score -1606025 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1607360.750000 Penalty: 3324.344971
	Iteration 4F: 3 clusters Score -1607361 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1608943.750000 Penalty: 3324.344971
	Iteration 5F: 3 clusters Score -1608944 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1610747.125000 Penalty: 3324.344971
	Iteration 6F: 3 clusters Score -1610747 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1612422.750000 Penalty: 3324.344971
	Iteration 7F: 3 clusters Score -1612423 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1613516.250000 Penalty: 3324.344971
	Iteration 8F: 3 clusters Score -1613516 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1614055.500000 Penalty: 3324.344971
	Iteration 9Q: 3 clusters Score -1614056 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1614323.750000 Penalty: 3324.344971
	Iteration 10Q: 3 clusters Score -1614324 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1614483.875000 Penalty: 3324.344971
	Iteration 11Q: 3 clusters Score -1614484 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1614609.750000 Penalty: 3324.344971
	Iteration 12Q: 3 clusters Score -1614610 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1614735.250000 Penalty: 3324.344971
	Iteration 13Q: 3 clusters Score -1614735 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1614822.500000 Penalty: 3324.344971
	Iteration 14Q: 3 clusters Score -1614822 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1614882.000000 Penalty: 3324.344971
	Iteration 15Q: 3 clusters Score -1614882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1614917.375000 Penalty: 3324.344971
	Iteration 16Q: 3 clusters Score -1614917 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1614953.000000 Penalty: 3324.344971
	Iteration 17Q: 3 clusters Score -1614953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1614974.250000 Penalty: 3324.344971
	Iteration 18Q: 3 clusters Score -1614974 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1614991.375000 Penalty: 3324.344971
	Iteration 19Q: 3 clusters Score -1614991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1615006.500000 Penalty: 3324.344971
	Iteration 20F: 3 clusters Score -1615006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1615013.125000 Penalty: 3324.344971
	Iteration 21Q: 3 clusters Score -1615013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1615019.250000 Penalty: 3324.344971
	Iteration 22Q: 3 clusters Score -1615019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1615020.125000 Penalty: 3324.344971
	Iteration 23Q: 3 clusters Score -1615020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1615016.750000 Penalty: 3324.344971
	Iteration 24Q: 3 clusters Score -1615017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1615023.375000 Penalty: 3324.344971
	Iteration 25Q: 3 clusters Score -1615023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1615024.125000 Penalty: 3324.344971
	Iteration 26Q: 3 clusters Score -1615024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1615032.375000 Penalty: 3324.344971
	Iteration 27Q: 3 clusters Score -1615032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1615039.125000 Penalty: 3324.344971
	Iteration 28Q: 3 clusters Score -1615039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1615044.250000 Penalty: 3324.344971
	Iteration 29Q: 3 clusters Score -1615044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1615042.250000 Penalty: 3324.344971
	Iteration 30Q: 3 clusters Score -1615042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1615044.625000 Penalty: 3324.344971
	Iteration 31Q: 3 clusters Score -1615045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1615047.125000 Penalty: 3324.344971
	Iteration 32Q: 3 clusters Score -1615047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1615051.000000 Penalty: 3324.344971
	Iteration 33Q: 3 clusters Score -1615051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1615054.875000 Penalty: 3324.344971
	Iteration 34Q: 3 clusters Score -1615055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1615063.000000 Penalty: 3324.344971
	Iteration 35Q: 3 clusters Score -1615063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1615074.125000 Penalty: 3324.344971
	Iteration 36Q: 3 clusters Score -1615074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1615073.625000 Penalty: 3324.344971
	Iteration 37Q: 3 clusters Score -1615074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1615072.500000 Penalty: 3324.344971
	Iteration 38Q: 3 clusters Score -1615072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1615073.875000 Penalty: 3324.344971
	Iteration 39Q: 3 clusters Score -1615074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1615072.500000 Penalty: 3324.344971
	Iteration 40F: 3 clusters Score -1615072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1615080.250000 Penalty: 3324.344971
	Iteration 41Q: 3 clusters Score -1615080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1615082.125000 Penalty: 3324.344971
	Iteration 42Q: 3 clusters Score -1615082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1615083.875000 Penalty: 3324.344971
	Iteration 43Q: 3 clusters Score -1615084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1615088.625000 Penalty: 3324.344971
	Iteration 44Q: 3 clusters Score -1615089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1615087.750000 Penalty: 3324.344971
	Iteration 45Q: 3 clusters Score -1615088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1615094.625000 Penalty: 3324.344971
	Iteration 46Q: 3 clusters Score -1615095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1615089.375000 Penalty: 3324.344971
	Iteration 47Q: 3 clusters Score -1615089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1615091.625000 Penalty: 3324.344971
	Iteration 48Q: 3 clusters Score -1615092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1615094.125000 Penalty: 3324.344971
	Iteration 49Q: 3 clusters Score -1615094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1615097.500000 Penalty: 3324.344971
	Iteration 50Q: 3 clusters Score -1615098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1615092.500000 Penalty: 3324.344971
	Iteration 51Q: 3 clusters Score -1615092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1615092.750000 Penalty: 3324.344971
	Iteration 52Q: 3 clusters Score -1615093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1615094.625000 Penalty: 3324.344971
	Iteration 53Q: 3 clusters Score -1615095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1615097.125000 Penalty: 3324.344971
	Iteration 54Q: 3 clusters Score -1615097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1615099.500000 Penalty: 3324.344971
	Iteration 55Q: 3 clusters Score -1615100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1615105.125000 Penalty: 3324.344971
	Iteration 56Q: 3 clusters Score -1615105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1615104.000000 Penalty: 3324.344971
	Iteration 57Q: 3 clusters Score -1615104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1615106.250000 Penalty: 3324.344971
	Iteration 58Q: 3 clusters Score -1615106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1615107.875000 Penalty: 3324.344971
	Iteration 59Q: 3 clusters Score -1615108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1615103.250000 Penalty: 3324.344971
	Iteration 60F: 3 clusters Score -1615103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1615107.375000 Penalty: 3324.344971
	Iteration 61Q: 3 clusters Score -1615107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1615108.500000 Penalty: 3324.344971
	Iteration 62Q: 3 clusters Score -1615108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1615111.250000 Penalty: 3324.344971
	Iteration 63Q: 3 clusters Score -1615111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1615125.875000 Penalty: 3324.344971
	Iteration 64Q: 3 clusters Score -1615126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1615130.750000 Penalty: 3324.344971
	Iteration 65Q: 3 clusters Score -1615131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1615138.625000 Penalty: 3324.344971
	Iteration 66Q: 3 clusters Score -1615139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1615145.500000 Penalty: 3324.344971
	Iteration 67Q: 3 clusters Score -1615146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1615154.875000 Penalty: 3324.344971
	Iteration 68Q: 3 clusters Score -1615155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1615174.625000 Penalty: 3324.344971
	Iteration 69Q: 3 clusters Score -1615175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1615196.500000 Penalty: 3324.344971
	Iteration 70Q: 3 clusters Score -1615196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1615224.125000 Penalty: 3324.344971
	Iteration 71Q: 3 clusters Score -1615224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1615246.375000 Penalty: 3324.344971
	Iteration 72Q: 3 clusters Score -1615246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1615254.000000 Penalty: 3324.344971
	Iteration 73Q: 3 clusters Score -1615254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1615273.000000 Penalty: 3324.344971
	Iteration 74Q: 3 clusters Score -1615273 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1615284.250000 Penalty: 3324.344971
	Iteration 75Q: 3 clusters Score -1615284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1615285.000000 Penalty: 3324.344971
	Iteration 76Q: 3 clusters Score -1615285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1615295.750000 Penalty: 3324.344971
	Iteration 77Q: 3 clusters Score -1615296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1615300.000000 Penalty: 3324.344971
	Iteration 78Q: 3 clusters Score -1615300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1615308.125000 Penalty: 3324.344971
	Iteration 79Q: 3 clusters Score -1615308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1615316.375000 Penalty: 3324.344971
	Iteration 80F: 3 clusters Score -1615316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1615324.500000 Penalty: 3324.344971
	Iteration 81Q: 3 clusters Score -1615324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1615332.375000 Penalty: 3324.344971
	Iteration 82Q: 3 clusters Score -1615332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1615336.000000 Penalty: 3324.344971
	Iteration 83Q: 3 clusters Score -1615336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1615341.750000 Penalty: 3324.344971
	Iteration 84Q: 3 clusters Score -1615342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1615339.875000 Penalty: 3324.344971
	Iteration 85Q: 3 clusters Score -1615340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1615337.000000 Penalty: 3324.344971
	Iteration 86Q: 3 clusters Score -1615337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1615339.375000 Penalty: 3324.344971
	Iteration 87Q: 3 clusters Score -1615339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1615337.375000 Penalty: 3324.344971
	Iteration 88Q: 3 clusters Score -1615337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1615336.375000 Penalty: 3324.344971
	Iteration 89Q: 3 clusters Score -1615336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1615337.125000 Penalty: 3324.344971
	Iteration 90Q: 3 clusters Score -1615337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1615336.000000 Penalty: 3324.344971
	Iteration 91Q: 3 clusters Score -1615336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1615337.625000 Penalty: 3324.344971
	Iteration 92Q: 3 clusters Score -1615338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1615337.750000 Penalty: 3324.344971
	Iteration 93Q: 3 clusters Score -1615338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1615337.750000 Penalty: 3324.344971
	Iteration 94F: 3 clusters Score -1615338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Entering Unmasked Estep 
Score: -682569.500000 Penalty: 1517.772705
	Iteration 0F: 2 clusters Score -682569.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -674524.812500 Penalty: 3035.545410
	Iteration 0F: 3 clusters Score -674524.8 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -677057.687500 Penalty: 3035.545410
	Iteration 1F: 3 clusters Score -677057.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -677312.062500 Penalty: 3035.545410
	Iteration 2F: 3 clusters Score -677312.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -677515.250000 Penalty: 3035.545410
	Iteration 3Q: 3 clusters Score -677515.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -677699.500000 Penalty: 3035.545410
	Iteration 4Q: 3 clusters Score -677699.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -677888.125000 Penalty: 3035.545410
	Iteration 5Q: 3 clusters Score -677888.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -678112.375000 Penalty: 3035.545410
	Iteration 6Q: 3 clusters Score -678112.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -678357.250000 Penalty: 3035.545410
	Iteration 7Q: 3 clusters Score -678357.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -678623.937500 Penalty: 3035.545410
	Iteration 8Q: 3 clusters Score -678623.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -678895.812500 Penalty: 3035.545410
	Iteration 9Q: 3 clusters Score -678895.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -679160.500000 Penalty: 3035.545410
	Iteration 10Q: 3 clusters Score -679160.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -679392.375000 Penalty: 3035.545410
	Iteration 11Q: 3 clusters Score -679392.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -679565.625000 Penalty: 3035.545410
	Iteration 12Q: 3 clusters Score -679565.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -679714.437500 Penalty: 3035.545410
	Iteration 13Q: 3 clusters Score -679714.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -679823.687500 Penalty: 3035.545410
	Iteration 14Q: 3 clusters Score -679823.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -679916.375000 Penalty: 3035.545410
	Iteration 15Q: 3 clusters Score -679916.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -679985.437500 Penalty: 3035.545410
	Iteration 16Q: 3 clusters Score -679985.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -680040.937500 Penalty: 3035.545410
	Iteration 17Q: 3 clusters Score -680040.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -680084.062500 Penalty: 3035.545410
	Iteration 18Q: 3 clusters Score -680084.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -680127.875000 Penalty: 3035.545410
	Iteration 19Q: 3 clusters Score -680127.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -680174.625000 Penalty: 3035.545410
	Iteration 20F: 3 clusters Score -680174.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -680229.250000 Penalty: 3035.545410
	Iteration 21Q: 3 clusters Score -680229.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -680297.312500 Penalty: 3035.545410
	Iteration 22Q: 3 clusters Score -680297.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -680370.062500 Penalty: 3035.545410
	Iteration 23Q: 3 clusters Score -680370.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -680443.937500 Penalty: 3035.545410
	Iteration 24Q: 3 clusters Score -680443.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -680519.312500 Penalty: 3035.545410
	Iteration 25Q: 3 clusters Score -680519.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -680590.750000 Penalty: 3035.545410
	Iteration 26Q: 3 clusters Score -680590.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -680662.937500 Penalty: 3035.545410
	Iteration 27Q: 3 clusters Score -680662.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -680730.062500 Penalty: 3035.545410
	Iteration 28Q: 3 clusters Score -680730.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -680794.687500 Penalty: 3035.545410
	Iteration 29Q: 3 clusters Score -680794.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -680854.500000 Penalty: 3035.545410
	Iteration 30Q: 3 clusters Score -680854.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -680905.437500 Penalty: 3035.545410
	Iteration 31Q: 3 clusters Score -680905.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -680954.812500 Penalty: 3035.545410
	Iteration 32Q: 3 clusters Score -680954.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -680997.812500 Penalty: 3035.545410
	Iteration 33Q: 3 clusters Score -680997.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -681045.312500 Penalty: 3035.545410
	Iteration 34Q: 3 clusters Score -681045.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -681092.562500 Penalty: 3035.545410
	Iteration 35Q: 3 clusters Score -681092.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -681130.312500 Penalty: 3035.545410
	Iteration 36Q: 3 clusters Score -681130.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -681163.312500 Penalty: 3035.545410
	Iteration 37Q: 3 clusters Score -681163.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -681185.562500 Penalty: 3035.545410
	Iteration 38Q: 3 clusters Score -681185.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -681201.000000 Penalty: 3035.545410
	Iteration 39Q: 3 clusters Score -681201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -681216.000000 Penalty: 3035.545410
	Iteration 40F: 3 clusters Score -681216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -681231.000000 Penalty: 3035.545410
	Iteration 41Q: 3 clusters Score -681231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -681245.937500 Penalty: 3035.545410
	Iteration 42Q: 3 clusters Score -681245.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -681253.750000 Penalty: 3035.545410
	Iteration 43Q: 3 clusters Score -681253.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -681262.562500 Penalty: 3035.545410
	Iteration 44Q: 3 clusters Score -681262.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -681270.437500 Penalty: 3035.545410
	Iteration 45Q: 3 clusters Score -681270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681276.000000 Penalty: 3035.545410
	Iteration 46Q: 3 clusters Score -681276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -681286.500000 Penalty: 3035.545410
	Iteration 47Q: 3 clusters Score -681286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -681290.562500 Penalty: 3035.545410
	Iteration 48Q: 3 clusters Score -681290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -681294.687500 Penalty: 3035.545410
	Iteration 49Q: 3 clusters Score -681294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -681299.750000 Penalty: 3035.545410
	Iteration 50Q: 3 clusters Score -681299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -681302.687500 Penalty: 3035.545410
	Iteration 51Q: 3 clusters Score -681302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -681308.000000 Penalty: 3035.545410
	Iteration 52Q: 3 clusters Score -681308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -681312.812500 Penalty: 3035.545410
	Iteration 53Q: 3 clusters Score -681312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -681314.875000 Penalty: 3035.545410
	Iteration 54Q: 3 clusters Score -681314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -681317.625000 Penalty: 3035.545410
	Iteration 55Q: 3 clusters Score -681317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -681320.937500 Penalty: 3035.545410
	Iteration 56Q: 3 clusters Score -681320.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -681324.125000 Penalty: 3035.545410
	Iteration 57Q: 3 clusters Score -681324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -681325.500000 Penalty: 3035.545410
	Iteration 58Q: 3 clusters Score -681325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -681328.687500 Penalty: 3035.545410
	Iteration 59Q: 3 clusters Score -681328.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -681335.937500 Penalty: 3035.545410
	Iteration 60F: 3 clusters Score -681335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -681338.812500 Penalty: 3035.545410
	Iteration 61Q: 3 clusters Score -681338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -681343.625000 Penalty: 3035.545410
	Iteration 62Q: 3 clusters Score -681343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -681345.500000 Penalty: 3035.545410
	Iteration 63Q: 3 clusters Score -681345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -681347.375000 Penalty: 3035.545410
	Iteration 64Q: 3 clusters Score -681347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -681349.375000 Penalty: 3035.545410
	Iteration 65Q: 3 clusters Score -681349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -681351.625000 Penalty: 3035.545410
	Iteration 66Q: 3 clusters Score -681351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -681355.187500 Penalty: 3035.545410
	Iteration 67Q: 3 clusters Score -681355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -681356.500000 Penalty: 3035.545410
	Iteration 68Q: 3 clusters Score -681356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -681357.125000 Penalty: 3035.545410
	Iteration 69Q: 3 clusters Score -681357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -681358.250000 Penalty: 3035.545410
	Iteration 70Q: 3 clusters Score -681358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -681360.500000 Penalty: 3035.545410
	Iteration 71Q: 3 clusters Score -681360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -681361.750000 Penalty: 3035.545410
	Iteration 72Q: 3 clusters Score -681361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -681361.750000 Penalty: 3035.545410
	Iteration 73Q: 3 clusters Score -681361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -681363.812500 Penalty: 3035.545410
	Iteration 74Q: 3 clusters Score -681363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -681364.250000 Penalty: 3035.545410
	Iteration 75Q: 3 clusters Score -681364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -681363.500000 Penalty: 3035.545410
	Iteration 76Q: 3 clusters Score -681363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -681364.062500 Penalty: 3035.545410
	Iteration 77Q: 3 clusters Score -681364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -681365.187500 Penalty: 3035.545410
	Iteration 78Q: 3 clusters Score -681365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -681366.000000 Penalty: 3035.545410
	Iteration 79Q: 3 clusters Score -681366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -681366.625000 Penalty: 3035.545410
	Iteration 80F: 3 clusters Score -681366.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -68257.960938 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -68257.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -66701.468750 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -66701.47 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66992.195312 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -66992.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -67063.257812 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -67063.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67103.171875 Penalty: 2300.186768
	Iteration 3Q: 3 clusters Score -67103.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -67129.210938 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -67129.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -67153.148438 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -67153.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67164.992188 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -67164.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67174.328125 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -67174.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -67177.140625 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -67177.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67179.523438 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -67179.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -67182.250000 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -67182.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -67184.328125 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -67184.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67190.687500 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -67190.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -67195.156250 Penalty: 2300.186768
	Iteration 13Q: 3 clusters Score -67195.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67198.921875 Penalty: 2300.186768
	Iteration 14Q: 3 clusters Score -67198.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -67200.601562 Penalty: 2300.186768
	Iteration 15Q: 3 clusters Score -67200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67200.882812 Penalty: 2300.186768
	Iteration 16Q: 3 clusters Score -67200.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67200.882812 Penalty: 2300.186768
	Iteration 17F: 3 clusters Score -67200.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Entering Unmasked Estep 
Score: -1552856.750000 Penalty: 1652.655640
	Iteration 0F: 2 clusters Score -1552857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1535326.500000 Penalty: 3305.311279
	Iteration 0F: 3 clusters Score -1535326 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1541967.625000 Penalty: 3305.311279
	Iteration 1F: 3 clusters Score -1541968 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1542363.250000 Penalty: 3305.311279
	Iteration 2Q: 3 clusters Score -1542363 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1542762.125000 Penalty: 3305.311279
	Iteration 3Q: 3 clusters Score -1542762 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1543220.375000 Penalty: 3305.311279
	Iteration 4Q: 3 clusters Score -1543220 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1543766.250000 Penalty: 3305.311279
	Iteration 5Q: 3 clusters Score -1543766 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1544434.875000 Penalty: 3305.311279
	Iteration 6F: 3 clusters Score -1544435 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1545264.875000 Penalty: 3305.311279
	Iteration 7F: 3 clusters Score -1545265 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1546285.000000 Penalty: 3305.311279
	Iteration 8F: 3 clusters Score -1546285 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1547409.375000 Penalty: 3305.311279
	Iteration 9F: 3 clusters Score -1547409 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1548390.000000 Penalty: 3305.311279
	Iteration 10F: 3 clusters Score -1548390 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1549055.250000 Penalty: 3305.311279
	Iteration 11Q: 3 clusters Score -1549055 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1549553.000000 Penalty: 3305.311279
	Iteration 12Q: 3 clusters Score -1549553 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1549914.625000 Penalty: 3305.311279
	Iteration 13Q: 3 clusters Score -1549915 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1550166.375000 Penalty: 3305.311279
	Iteration 14Q: 3 clusters Score -1550166 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1550365.500000 Penalty: 3305.311279
	Iteration 15Q: 3 clusters Score -1550366 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1550526.750000 Penalty: 3305.311279
	Iteration 16Q: 3 clusters Score -1550527 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1550669.000000 Penalty: 3305.311279
	Iteration 17Q: 3 clusters Score -1550669 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1550806.875000 Penalty: 3305.311279
	Iteration 18Q: 3 clusters Score -1550807 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1550928.750000 Penalty: 3305.311279
	Iteration 19Q: 3 clusters Score -1550929 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1551025.125000 Penalty: 3305.311279
	Iteration 20F: 3 clusters Score -1551025 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1551097.000000 Penalty: 3305.311279
	Iteration 21Q: 3 clusters Score -1551097 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1551162.500000 Penalty: 3305.311279
	Iteration 22Q: 3 clusters Score -1551162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1551219.875000 Penalty: 3305.311279
	Iteration 23Q: 3 clusters Score -1551220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1551266.875000 Penalty: 3305.311279
	Iteration 24Q: 3 clusters Score -1551267 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1551315.875000 Penalty: 3305.311279
	Iteration 25Q: 3 clusters Score -1551316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1551356.625000 Penalty: 3305.311279
	Iteration 26Q: 3 clusters Score -1551357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1551389.250000 Penalty: 3305.311279
	Iteration 27Q: 3 clusters Score -1551389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1551413.875000 Penalty: 3305.311279
	Iteration 28Q: 3 clusters Score -1551414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1551442.875000 Penalty: 3305.311279
	Iteration 29Q: 3 clusters Score -1551443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1551467.250000 Penalty: 3305.311279
	Iteration 30Q: 3 clusters Score -1551467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1551481.500000 Penalty: 3305.311279
	Iteration 31Q: 3 clusters Score -1551482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1551493.750000 Penalty: 3305.311279
	Iteration 32Q: 3 clusters Score -1551494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1551501.875000 Penalty: 3305.311279
	Iteration 33Q: 3 clusters Score -1551502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1551510.125000 Penalty: 3305.311279
	Iteration 34Q: 3 clusters Score -1551510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1551514.625000 Penalty: 3305.311279
	Iteration 35Q: 3 clusters Score -1551515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1551520.625000 Penalty: 3305.311279
	Iteration 36Q: 3 clusters Score -1551521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1551523.625000 Penalty: 3305.311279
	Iteration 37Q: 3 clusters Score -1551524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1551523.875000 Penalty: 3305.311279
	Iteration 38Q: 3 clusters Score -1551524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1551523.875000 Penalty: 3305.311279
	Iteration 39F: 3 clusters Score -1551524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -767144.187500 Penalty: 1542.716187
	Iteration 0F: 2 clusters Score -767144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -757949.312500 Penalty: 3085.432373
	Iteration 0F: 3 clusters Score -757949.3 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -761072.250000 Penalty: 3085.432373
	Iteration 1F: 3 clusters Score -761072.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -761384.812500 Penalty: 3085.432373
	Iteration 2F: 3 clusters Score -761384.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -761679.500000 Penalty: 3085.432373
	Iteration 3F: 3 clusters Score -761679.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -762007.375000 Penalty: 3085.432373
	Iteration 4F: 3 clusters Score -762007.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -762418.000000 Penalty: 3085.432373
	Iteration 5F: 3 clusters Score -762418 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -762979.625000 Penalty: 3085.432373
	Iteration 6F: 3 clusters Score -762979.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -763635.375000 Penalty: 3085.432373
	Iteration 7F: 3 clusters Score -763635.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -764322.437500 Penalty: 3085.432373
	Iteration 8F: 3 clusters Score -764322.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -764880.000000 Penalty: 3085.432373
	Iteration 9Q: 3 clusters Score -764880 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -765249.937500 Penalty: 3085.432373
	Iteration 10Q: 3 clusters Score -765249.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -765469.875000 Penalty: 3085.432373
	Iteration 11Q: 3 clusters Score -765469.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -765596.000000 Penalty: 3085.432373
	Iteration 12Q: 3 clusters Score -765596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -765669.625000 Penalty: 3085.432373
	Iteration 13Q: 3 clusters Score -765669.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -765716.500000 Penalty: 3085.432373
	Iteration 14Q: 3 clusters Score -765716.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -765743.062500 Penalty: 3085.432373
	Iteration 15Q: 3 clusters Score -765743.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -765758.250000 Penalty: 3085.432373
	Iteration 16Q: 3 clusters Score -765758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -765766.562500 Penalty: 3085.432373
	Iteration 17Q: 3 clusters Score -765766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -765769.625000 Penalty: 3085.432373
	Iteration 18Q: 3 clusters Score -765769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -765772.562500 Penalty: 3085.432373
	Iteration 19Q: 3 clusters Score -765772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -765776.500000 Penalty: 3085.432373
	Iteration 20F: 3 clusters Score -765776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -765785.875000 Penalty: 3085.432373
	Iteration 21Q: 3 clusters Score -765785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -765790.250000 Penalty: 3085.432373
	Iteration 22Q: 3 clusters Score -765790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -765794.937500 Penalty: 3085.432373
	Iteration 23Q: 3 clusters Score -765794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -765795.437500 Penalty: 3085.432373
	Iteration 24Q: 3 clusters Score -765795.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -765795.437500 Penalty: 3085.432373
	Iteration 25F: 3 clusters Score -765795.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -60982.500000 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -60982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59511.605469 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -59511.61 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59763.167969 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -59763.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59824.238281 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -59824.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -59849.574219 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -59849.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -59862.050781 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -59862.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -59877.984375 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -59877.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59886.109375 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -59886.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59890.800781 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -59890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59893.906250 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -59893.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59897.914062 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -59897.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59901.527344 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -59901.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59903.203125 Penalty: 2253.045654
	Iteration 11Q: 3 clusters Score -59903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -59904.707031 Penalty: 2253.045654
	Iteration 12Q: 3 clusters Score -59904.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59906.347656 Penalty: 2253.045654
	Iteration 13Q: 3 clusters Score -59906.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59907.652344 Penalty: 2253.045654
	Iteration 14Q: 3 clusters Score -59907.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59912.269531 Penalty: 2253.045654
	Iteration 15Q: 3 clusters Score -59912.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -59912.558594 Penalty: 2253.045654
	Iteration 16Q: 3 clusters Score -59912.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59914.207031 Penalty: 2253.045654
	Iteration 17Q: 3 clusters Score -59914.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59915.859375 Penalty: 2253.045654
	Iteration 18Q: 3 clusters Score -59915.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -59915.859375 Penalty: 2253.045654
	Iteration 19F: 3 clusters Score -59915.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -331435.000000 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -331435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -327020.031250 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -327020 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -328346.812500 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -328346.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -328559.812500 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -328559.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -328747.812500 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -328747.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -328938.437500 Penalty: 2809.357910
	Iteration 4F: 3 clusters Score -328938.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -329132.468750 Penalty: 2809.357910
	Iteration 5F: 3 clusters Score -329132.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -329306.843750 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -329306.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329487.500000 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -329487.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -329630.062500 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -329630.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -329756.187500 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -329756.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -329850.968750 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -329851 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -329922.406250 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -329922.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -329979.531250 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -329979.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -330016.031250 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -330016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -330048.812500 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -330048.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -330084.281250 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -330084.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -330107.281250 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -330107.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -330120.500000 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -330120.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -330134.125000 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -330134.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -330144.781250 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -330144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -330153.718750 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -330153.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -330159.625000 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -330159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -330162.500000 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -330162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -330165.781250 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -330165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -330168.500000 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -330168.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -330170.562500 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -330170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -330172.750000 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -330172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -330173.406250 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -330173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -330173.406250 Penalty: 2809.357910
	Iteration 28F: 3 clusters Score -330173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -31295.250000 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -31295.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -30030.341797 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -30030.34 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -30348.599609 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -30348.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30465.960938 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -30465.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30558.765625 Penalty: 2186.025879
	Iteration 3F: 3 clusters Score -30558.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -30628.968750 Penalty: 2186.025879
	Iteration 4F: 3 clusters Score -30628.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -30667.970703 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -30667.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30688.906250 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -30688.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30711.962891 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -30711.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30716.353516 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -30716.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30720.210938 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -30720.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30721.472656 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -30721.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30722.769531 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -30722.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -30723.179688 Penalty: 2186.025879
	Iteration 12Q: 3 clusters Score -30723.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30734.384766 Penalty: 2186.025879
	Iteration 13Q: 3 clusters Score -30734.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30737.203125 Penalty: 2186.025879
	Iteration 14Q: 3 clusters Score -30737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -30741.470703 Penalty: 2186.025879
	Iteration 15Q: 3 clusters Score -30741.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30745.263672 Penalty: 2186.025879
	Iteration 16Q: 3 clusters Score -30745.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30750.312500 Penalty: 2186.025879
	Iteration 17Q: 3 clusters Score -30750.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30753.482422 Penalty: 2186.025879
	Iteration 18Q: 3 clusters Score -30753.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30753.876953 Penalty: 2186.025879
	Iteration 19Q: 3 clusters Score -30753.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30754.789062 Penalty: 2186.025879
	Iteration 20F: 3 clusters Score -30754.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -30755.275391 Penalty: 2186.025879
	Iteration 21Q: 3 clusters Score -30755.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -30755.986328 Penalty: 2186.025879
	Iteration 22Q: 3 clusters Score -30755.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30757.832031 Penalty: 2186.025879
	Iteration 23Q: 3 clusters Score -30757.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30759.416016 Penalty: 2186.025879
	Iteration 24Q: 3 clusters Score -30759.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30760.462891 Penalty: 2186.025879
	Iteration 25Q: 3 clusters Score -30760.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30762.875000 Penalty: 2186.025879
	Iteration 26Q: 3 clusters Score -30762.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -30766.181641 Penalty: 2186.025879
	Iteration 27Q: 3 clusters Score -30766.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30770.455078 Penalty: 2186.025879
	Iteration 28Q: 3 clusters Score -30770.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30773.833984 Penalty: 2186.025879
	Iteration 29Q: 3 clusters Score -30773.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -30773.833984 Penalty: 2186.025879
	Iteration 30F: 3 clusters Score -30773.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -190757.015625 Penalty: 1320.559204
	Iteration 0F: 2 clusters Score -190757 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 1679 members 
Entering Unmasked Estep 
Score: -187837.156250 Penalty: 2641.118408
	Iteration 0F: 3 clusters Score -187837.2 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -188721.578125 Penalty: 2641.118408
	Iteration 1F: 3 clusters Score -188721.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -189107.125000 Penalty: 2641.118408
	Iteration 2F: 3 clusters Score -189107.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -189424.390625 Penalty: 2641.118408
	Iteration 3F: 3 clusters Score -189424.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -189636.984375 Penalty: 2641.118408
	Iteration 4F: 3 clusters Score -189637 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -189841.640625 Penalty: 2641.118408
	Iteration 5F: 3 clusters Score -189841.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -190044.312500 Penalty: 2641.118408
	Iteration 6F: 3 clusters Score -190044.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -190201.515625 Penalty: 2641.118408
	Iteration 7Q: 3 clusters Score -190201.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190296.843750 Penalty: 2641.118408
	Iteration 8Q: 3 clusters Score -190296.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190358.312500 Penalty: 2641.118408
	Iteration 9Q: 3 clusters Score -190358.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190403.109375 Penalty: 2641.118408
	Iteration 10Q: 3 clusters Score -190403.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -190427.328125 Penalty: 2641.118408
	Iteration 11Q: 3 clusters Score -190427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -190437.125000 Penalty: 2641.118408
	Iteration 12Q: 3 clusters Score -190437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190445.671875 Penalty: 2641.118408
	Iteration 13Q: 3 clusters Score -190445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -190451.406250 Penalty: 2641.118408
	Iteration 14Q: 3 clusters Score -190451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -190456.359375 Penalty: 2641.118408
	Iteration 15Q: 3 clusters Score -190456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -190467.078125 Penalty: 2641.118408
	Iteration 16Q: 3 clusters Score -190467.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190473.000000 Penalty: 2641.118408
	Iteration 17Q: 3 clusters Score -190473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190481.468750 Penalty: 2641.118408
	Iteration 18Q: 3 clusters Score -190481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190491.046875 Penalty: 2641.118408
	Iteration 19Q: 3 clusters Score -190491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -190502.390625 Penalty: 2641.118408
	Iteration 20F: 3 clusters Score -190502.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -190525.015625 Penalty: 2641.118408
	Iteration 21Q: 3 clusters Score -190525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190562.781250 Penalty: 2641.118408
	Iteration 22Q: 3 clusters Score -190562.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -190596.109375 Penalty: 2641.118408
	Iteration 23Q: 3 clusters Score -190596.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -190627.875000 Penalty: 2641.118408
	Iteration 24Q: 3 clusters Score -190627.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -190656.843750 Penalty: 2641.118408
	Iteration 25Q: 3 clusters Score -190656.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -190676.312500 Penalty: 2641.118408
	Iteration 26Q: 3 clusters Score -190676.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190683.828125 Penalty: 2641.118408
	Iteration 27Q: 3 clusters Score -190683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -190689.281250 Penalty: 2641.118408
	Iteration 28Q: 3 clusters Score -190689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -190693.390625 Penalty: 2641.118408
	Iteration 29Q: 3 clusters Score -190693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -190696.546875 Penalty: 2641.118408
	Iteration 30Q: 3 clusters Score -190696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -190700.250000 Penalty: 2641.118408
	Iteration 31Q: 3 clusters Score -190700.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -190708.562500 Penalty: 2641.118408
	Iteration 32Q: 3 clusters Score -190708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190714.812500 Penalty: 2641.118408
	Iteration 33Q: 3 clusters Score -190714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -190718.718750 Penalty: 2641.118408
	Iteration 34Q: 3 clusters Score -190718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -190722.140625 Penalty: 2641.118408
	Iteration 35Q: 3 clusters Score -190722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190726.281250 Penalty: 2641.118408
	Iteration 36Q: 3 clusters Score -190726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -190729.859375 Penalty: 2641.118408
	Iteration 37Q: 3 clusters Score -190729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -190733.062500 Penalty: 2641.118408
	Iteration 38Q: 3 clusters Score -190733.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -190736.921875 Penalty: 2641.118408
	Iteration 39Q: 3 clusters Score -190736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -190739.796875 Penalty: 2641.118408
	Iteration 40F: 3 clusters Score -190739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -190741.812500 Penalty: 2641.118408
	Iteration 41Q: 3 clusters Score -190741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -190743.343750 Penalty: 2641.118408
	Iteration 42Q: 3 clusters Score -190743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -190745.093750 Penalty: 2641.118408
	Iteration 43Q: 3 clusters Score -190745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -190747.250000 Penalty: 2641.118408
	Iteration 44Q: 3 clusters Score -190747.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -190749.750000 Penalty: 2641.118408
	Iteration 45Q: 3 clusters Score -190749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -190752.046875 Penalty: 2641.118408
	Iteration 46Q: 3 clusters Score -190752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -190754.359375 Penalty: 2641.118408
	Iteration 47Q: 3 clusters Score -190754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -190755.546875 Penalty: 2641.118408
	Iteration 48Q: 3 clusters Score -190755.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -190757.375000 Penalty: 2641.118408
	Iteration 49Q: 3 clusters Score -190757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -190758.562500 Penalty: 2641.118408
	Iteration 50Q: 3 clusters Score -190758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -190759.281250 Penalty: 2641.118408
	Iteration 51Q: 3 clusters Score -190759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -190760.468750 Penalty: 2641.118408
	Iteration 52Q: 3 clusters Score -190760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -190761.859375 Penalty: 2641.118408
	Iteration 53Q: 3 clusters Score -190761.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -190763.359375 Penalty: 2641.118408
	Iteration 54Q: 3 clusters Score -190763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -190764.640625 Penalty: 2641.118408
	Iteration 55Q: 3 clusters Score -190764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -190764.546875 Penalty: 2641.118408
	Iteration 56Q: 3 clusters Score -190764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -190764.546875 Penalty: 2641.118408
	Iteration 57F: 3 clusters Score -190764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4112 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12058 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 1272 members 
Entering Unmasked Estep 
Score: -12704478.000000 Penalty: 82366.320312
Splitting cluster 9 changes total score from -12705143.000000 to -12704478.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -211979.515625 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -211979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -208736.734375 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -208736.7 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -209531.187500 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -209531.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -209744.390625 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -209744.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -209875.328125 Penalty: 2675.024170
	Iteration 3F: 3 clusters Score -209875.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -209984.265625 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -209984.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -210053.593750 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -210053.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -210114.406250 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -210114.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -210171.906250 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -210171.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -210226.375000 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -210226.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -210275.140625 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -210275.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -210338.968750 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -210339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -210389.468750 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -210389.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -210432.046875 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -210432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -210480.625000 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -210480.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -210523.296875 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -210523.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -210560.343750 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -210560.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -210597.187500 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -210597.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -210634.875000 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -210634.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -210668.671875 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -210668.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -210694.890625 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -210694.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -210716.406250 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -210716.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -210738.468750 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -210738.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -210761.000000 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -210761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -210774.375000 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -210774.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -210791.250000 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -210791.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -210804.687500 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -210804.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -210823.156250 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -210823.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -210844.296875 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -210844.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -210864.343750 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -210864.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -210877.125000 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -210877.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -210891.640625 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -210891.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -210900.031250 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -210900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -210905.750000 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -210905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -210912.359375 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -210912.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -210919.328125 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -210919.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -210928.328125 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -210928.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -210935.281250 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -210935.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -210942.125000 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -210942.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -210948.390625 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -210948.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -210951.343750 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -210951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -210953.968750 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -210954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -210956.843750 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -210956.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -210958.921875 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -210958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -210960.796875 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -210960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -210962.687500 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -210962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -210965.406250 Penalty: 2675.024170
	Iteration 45Q: 3 clusters Score -210965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -210969.281250 Penalty: 2675.024170
	Iteration 46Q: 3 clusters Score -210969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -210971.859375 Penalty: 2675.024170
	Iteration 47Q: 3 clusters Score -210971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -210973.671875 Penalty: 2675.024170
	Iteration 48Q: 3 clusters Score -210973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -210974.734375 Penalty: 2675.024170
	Iteration 49Q: 3 clusters Score -210974.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -210975.890625 Penalty: 2675.024170
	Iteration 50Q: 3 clusters Score -210975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -210976.593750 Penalty: 2675.024170
	Iteration 51Q: 3 clusters Score -210976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -210977.125000 Penalty: 2675.024170
	Iteration 52Q: 3 clusters Score -210977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -210978.015625 Penalty: 2675.024170
	Iteration 53Q: 3 clusters Score -210978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -210978.421875 Penalty: 2675.024170
	Iteration 54Q: 3 clusters Score -210978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -210978.484375 Penalty: 2675.024170
	Iteration 55Q: 3 clusters Score -210978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -210979.203125 Penalty: 2675.024170
	Iteration 56Q: 3 clusters Score -210979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -210979.343750 Penalty: 2675.024170
	Iteration 57Q: 3 clusters Score -210979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -210979.765625 Penalty: 2675.024170
	Iteration 58Q: 3 clusters Score -210979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -210981.171875 Penalty: 2675.024170
	Iteration 59Q: 3 clusters Score -210981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -210983.296875 Penalty: 2675.024170
	Iteration 60F: 3 clusters Score -210983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -210984.484375 Penalty: 2675.024170
	Iteration 61Q: 3 clusters Score -210984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -210988.171875 Penalty: 2675.024170
	Iteration 62Q: 3 clusters Score -210988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -210992.187500 Penalty: 2675.024170
	Iteration 63Q: 3 clusters Score -210992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -210993.921875 Penalty: 2675.024170
	Iteration 64Q: 3 clusters Score -210993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -210995.109375 Penalty: 2675.024170
	Iteration 65Q: 3 clusters Score -210995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -210995.953125 Penalty: 2675.024170
	Iteration 66Q: 3 clusters Score -210996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -210996.984375 Penalty: 2675.024170
	Iteration 67Q: 3 clusters Score -210997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -210997.046875 Penalty: 2675.024170
	Iteration 68Q: 3 clusters Score -210997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -210997.046875 Penalty: 2675.024170
	Iteration 69F: 3 clusters Score -210997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -24408.007812 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -24408.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23215.447266 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -23215.45 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23485.976562 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -23485.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23576.781250 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -23576.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23643.800781 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -23643.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -23714.804688 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -23714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23783.103516 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -23783.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23817.048828 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -23817.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23842.609375 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -23842.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23851.804688 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -23851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23864.164062 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -23864.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23864.164062 Penalty: 2103.512451
	Iteration 10F: 3 clusters Score -23864.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -151207.609375 Penalty: 1306.467896
	Iteration 0F: 2 clusters Score -151207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -148488.859375 Penalty: 2612.935791
	Iteration 0F: 3 clusters Score -148488.9 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -149358.593750 Penalty: 2612.935791
	Iteration 1F: 3 clusters Score -149358.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -149634.437500 Penalty: 2612.935791
	Iteration 2F: 3 clusters Score -149634.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -149868.750000 Penalty: 2612.935791
	Iteration 3F: 3 clusters Score -149868.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -150021.750000 Penalty: 2612.935791
	Iteration 4F: 3 clusters Score -150021.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -150144.625000 Penalty: 2612.935791
	Iteration 5Q: 3 clusters Score -150144.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -150244.000000 Penalty: 2612.935791
	Iteration 6Q: 3 clusters Score -150244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -150320.453125 Penalty: 2612.935791
	Iteration 7Q: 3 clusters Score -150320.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -150424.703125 Penalty: 2612.935791
	Iteration 8Q: 3 clusters Score -150424.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -150518.187500 Penalty: 2612.935791
	Iteration 9Q: 3 clusters Score -150518.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -150595.140625 Penalty: 2612.935791
	Iteration 10Q: 3 clusters Score -150595.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -150647.390625 Penalty: 2612.935791
	Iteration 11Q: 3 clusters Score -150647.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -150698.281250 Penalty: 2612.935791
	Iteration 12Q: 3 clusters Score -150698.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -150744.250000 Penalty: 2612.935791
	Iteration 13Q: 3 clusters Score -150744.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -150781.609375 Penalty: 2612.935791
	Iteration 14Q: 3 clusters Score -150781.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -150803.281250 Penalty: 2612.935791
	Iteration 15Q: 3 clusters Score -150803.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -150826.328125 Penalty: 2612.935791
	Iteration 16Q: 3 clusters Score -150826.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -150840.906250 Penalty: 2612.935791
	Iteration 17Q: 3 clusters Score -150840.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -150858.734375 Penalty: 2612.935791
	Iteration 18Q: 3 clusters Score -150858.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -150879.421875 Penalty: 2612.935791
	Iteration 19Q: 3 clusters Score -150879.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -150906.250000 Penalty: 2612.935791
	Iteration 20F: 3 clusters Score -150906.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -150930.546875 Penalty: 2612.935791
	Iteration 21Q: 3 clusters Score -150930.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -150948.812500 Penalty: 2612.935791
	Iteration 22Q: 3 clusters Score -150948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -150960.656250 Penalty: 2612.935791
	Iteration 23Q: 3 clusters Score -150960.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -150971.296875 Penalty: 2612.935791
	Iteration 24Q: 3 clusters Score -150971.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -150981.796875 Penalty: 2612.935791
	Iteration 25Q: 3 clusters Score -150981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -150988.515625 Penalty: 2612.935791
	Iteration 26Q: 3 clusters Score -150988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -150992.234375 Penalty: 2612.935791
	Iteration 27Q: 3 clusters Score -150992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -150994.890625 Penalty: 2612.935791
	Iteration 28Q: 3 clusters Score -150994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -150994.953125 Penalty: 2612.935791
	Iteration 29Q: 3 clusters Score -150995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -150994.953125 Penalty: 2612.935791
	Iteration 30F: 3 clusters Score -150995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -109423.429688 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -109423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -107368.281250 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -107368.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -107819.828125 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -107819.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -107988.570312 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -107988.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -108123.750000 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -108123.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -108233.007812 Penalty: 2464.555420
	Iteration 4F: 3 clusters Score -108233 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -108323.843750 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -108323.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -108395.875000 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -108395.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -108460.007812 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -108460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -108518.406250 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -108518.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -108567.421875 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -108567.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -108620.671875 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -108620.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -108671.906250 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -108671.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -108735.125000 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -108735.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -108811.093750 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -108811.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -108909.523438 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -108909.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -108958.851562 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -108958.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -108996.460938 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -108996.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -109046.226562 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -109046.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -109167.132812 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -109167.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -109421.820312 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -109421.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109656.335938 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -109656.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -109713.015625 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -109713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -109729.757812 Penalty: 2464.555420
	Iteration 22Q: 3 clusters Score -109729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -109736.757812 Penalty: 2464.555420
	Iteration 23Q: 3 clusters Score -109736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -109741.000000 Penalty: 2464.555420
	Iteration 24Q: 3 clusters Score -109741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -109743.125000 Penalty: 2464.555420
	Iteration 25Q: 3 clusters Score -109743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -109746.914062 Penalty: 2464.555420
	Iteration 26Q: 3 clusters Score -109746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -109749.531250 Penalty: 2464.555420
	Iteration 27Q: 3 clusters Score -109749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -109750.914062 Penalty: 2464.555420
	Iteration 28Q: 3 clusters Score -109750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -109752.046875 Penalty: 2464.555420
	Iteration 29Q: 3 clusters Score -109752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109754.890625 Penalty: 2464.555420
	Iteration 30Q: 3 clusters Score -109754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -109759.421875 Penalty: 2464.555420
	Iteration 31Q: 3 clusters Score -109759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -109762.593750 Penalty: 2464.555420
	Iteration 32Q: 3 clusters Score -109762.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -109767.453125 Penalty: 2464.555420
	Iteration 33Q: 3 clusters Score -109767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -109771.320312 Penalty: 2464.555420
	Iteration 34Q: 3 clusters Score -109771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -109772.414062 Penalty: 2464.555420
	Iteration 35Q: 3 clusters Score -109772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -109772.671875 Penalty: 2464.555420
	Iteration 36Q: 3 clusters Score -109772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -109773.195312 Penalty: 2464.555420
	Iteration 37Q: 3 clusters Score -109773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -109773.773438 Penalty: 2464.555420
	Iteration 38Q: 3 clusters Score -109773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109773.890625 Penalty: 2464.555420
	Iteration 39Q: 3 clusters Score -109773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -109773.890625 Penalty: 2464.555420
	Iteration 40F: 3 clusters Score -109773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1111 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4112 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12058 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 854 members 
Entering Unmasked Estep 
Score: -12704733.000000 Penalty: 82366.320312
Splitting cluster 13 changes total score from -12705143.000000 to -12704733.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Entering Unmasked Estep 
Score: -201923.906250 Penalty: 1323.368896
	Iteration 0F: 2 clusters Score -201923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -198916.906250 Penalty: 2646.737793
	Iteration 0F: 3 clusters Score -198916.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -199785.281250 Penalty: 2646.737793
	Iteration 1F: 3 clusters Score -199785.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -199990.859375 Penalty: 2646.737793
	Iteration 2F: 3 clusters Score -199990.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -200161.656250 Penalty: 2646.737793
	Iteration 3F: 3 clusters Score -200161.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -200321.718750 Penalty: 2646.737793
	Iteration 4F: 3 clusters Score -200321.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -200457.000000 Penalty: 2646.737793
	Iteration 5F: 3 clusters Score -200457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -200560.421875 Penalty: 2646.737793
	Iteration 6Q: 3 clusters Score -200560.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -200683.078125 Penalty: 2646.737793
	Iteration 7Q: 3 clusters Score -200683.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -200833.406250 Penalty: 2646.737793
	Iteration 8Q: 3 clusters Score -200833.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -200953.390625 Penalty: 2646.737793
	Iteration 9Q: 3 clusters Score -200953.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -201041.109375 Penalty: 2646.737793
	Iteration 10Q: 3 clusters Score -201041.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -201105.468750 Penalty: 2646.737793
	Iteration 11Q: 3 clusters Score -201105.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -201145.640625 Penalty: 2646.737793
	Iteration 12Q: 3 clusters Score -201145.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -201185.093750 Penalty: 2646.737793
	Iteration 13Q: 3 clusters Score -201185.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -201223.609375 Penalty: 2646.737793
	Iteration 14Q: 3 clusters Score -201223.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -201252.359375 Penalty: 2646.737793
	Iteration 15Q: 3 clusters Score -201252.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -201269.515625 Penalty: 2646.737793
	Iteration 16Q: 3 clusters Score -201269.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -201280.359375 Penalty: 2646.737793
	Iteration 17Q: 3 clusters Score -201280.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -201288.890625 Penalty: 2646.737793
	Iteration 18Q: 3 clusters Score -201288.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -201297.421875 Penalty: 2646.737793
	Iteration 19Q: 3 clusters Score -201297.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -201302.890625 Penalty: 2646.737793
	Iteration 20F: 3 clusters Score -201302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -201307.593750 Penalty: 2646.737793
	Iteration 21Q: 3 clusters Score -201307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -201309.406250 Penalty: 2646.737793
	Iteration 22Q: 3 clusters Score -201309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -201313.656250 Penalty: 2646.737793
	Iteration 23Q: 3 clusters Score -201313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -201321.375000 Penalty: 2646.737793
	Iteration 24Q: 3 clusters Score -201321.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -201328.515625 Penalty: 2646.737793
	Iteration 25Q: 3 clusters Score -201328.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -201333.031250 Penalty: 2646.737793
	Iteration 26Q: 3 clusters Score -201333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -201335.218750 Penalty: 2646.737793
	Iteration 27Q: 3 clusters Score -201335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -201336.203125 Penalty: 2646.737793
	Iteration 28Q: 3 clusters Score -201336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -201338.484375 Penalty: 2646.737793
	Iteration 29Q: 3 clusters Score -201338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -201339.750000 Penalty: 2646.737793
	Iteration 30Q: 3 clusters Score -201339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -201342.703125 Penalty: 2646.737793
	Iteration 31Q: 3 clusters Score -201342.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -201350.921875 Penalty: 2646.737793
	Iteration 32Q: 3 clusters Score -201350.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -201356.656250 Penalty: 2646.737793
	Iteration 33Q: 3 clusters Score -201356.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -201363.593750 Penalty: 2646.737793
	Iteration 34Q: 3 clusters Score -201363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -201366.187500 Penalty: 2646.737793
	Iteration 35Q: 3 clusters Score -201366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -201367.328125 Penalty: 2646.737793
	Iteration 36Q: 3 clusters Score -201367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -201369.046875 Penalty: 2646.737793
	Iteration 37Q: 3 clusters Score -201369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -201371.109375 Penalty: 2646.737793
	Iteration 38Q: 3 clusters Score -201371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -201371.953125 Penalty: 2646.737793
	Iteration 39Q: 3 clusters Score -201372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -201372.421875 Penalty: 2646.737793
	Iteration 40F: 3 clusters Score -201372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -201372.843750 Penalty: 2646.737793
	Iteration 41Q: 3 clusters Score -201372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -201373.031250 Penalty: 2646.737793
	Iteration 42Q: 3 clusters Score -201373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -201375.734375 Penalty: 2646.737793
	Iteration 43Q: 3 clusters Score -201375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -201376.578125 Penalty: 2646.737793
	Iteration 44Q: 3 clusters Score -201376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -201377.031250 Penalty: 2646.737793
	Iteration 45Q: 3 clusters Score -201377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -201377.031250 Penalty: 2646.737793
	Iteration 46F: 3 clusters Score -201377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -30313.193359 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -30313.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29139.800781 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -29139.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29409.041016 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -29409.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29509.089844 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -29509.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29627.156250 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -29627.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -29707.621094 Penalty: 2099.977051
	Iteration 4F: 3 clusters Score -29707.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29771.570312 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -29771.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29854.181641 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -29854.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -29934.861328 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -29934.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29969.427734 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -29969.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29984.402344 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -29984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -30014.804688 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -30014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -30043.626953 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -30043.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30074.310547 Penalty: 2099.977051
	Iteration 12Q: 3 clusters Score -30074.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30108.759766 Penalty: 2099.977051
	Iteration 13Q: 3 clusters Score -30108.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30138.271484 Penalty: 2099.977051
	Iteration 14Q: 3 clusters Score -30138.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30186.156250 Penalty: 2099.977051
	Iteration 15Q: 3 clusters Score -30186.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30203.275391 Penalty: 2099.977051
	Iteration 16Q: 3 clusters Score -30203.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30205.966797 Penalty: 2099.977051
	Iteration 17Q: 3 clusters Score -30205.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30207.511719 Penalty: 2099.977051
	Iteration 18Q: 3 clusters Score -30207.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30209.732422 Penalty: 2099.977051
	Iteration 19F: 3 clusters Score -30209.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30228.099609 Penalty: 2099.977051
	Iteration 20F: 3 clusters Score -30228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -30237.695312 Penalty: 2099.977051
	Iteration 21Q: 3 clusters Score -30237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30239.191406 Penalty: 2099.977051
	Iteration 22Q: 3 clusters Score -30239.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -30239.191406 Penalty: 2099.977051
	Iteration 23F: 3 clusters Score -30239.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -926531.562500 Penalty: 1569.741943
	Iteration 0F: 2 clusters Score -926531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -915681.875000 Penalty: 3139.483887
	Iteration 0F: 3 clusters Score -915681.9 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -919458.750000 Penalty: 3139.483887
	Iteration 1F: 3 clusters Score -919458.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -919719.562500 Penalty: 3139.483887
	Iteration 2Q: 3 clusters Score -919719.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -919976.937500 Penalty: 3139.483887
	Iteration 3Q: 3 clusters Score -919976.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -920279.187500 Penalty: 3139.483887
	Iteration 4Q: 3 clusters Score -920279.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -920710.437500 Penalty: 3139.483887
	Iteration 5F: 3 clusters Score -920710.4 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -921325.437500 Penalty: 3139.483887
	Iteration 6F: 3 clusters Score -921325.4 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -922182.062500 Penalty: 3139.483887
	Iteration 7F: 3 clusters Score -922182.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -923192.937500 Penalty: 3139.483887
	Iteration 8F: 3 clusters Score -923192.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -924089.937500 Penalty: 3139.483887
	Iteration 9F: 3 clusters Score -924089.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -924659.937500 Penalty: 3139.483887
	Iteration 10Q: 3 clusters Score -924659.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -924920.062500 Penalty: 3139.483887
	Iteration 11Q: 3 clusters Score -924920.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -925053.500000 Penalty: 3139.483887
	Iteration 12Q: 3 clusters Score -925053.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -925114.875000 Penalty: 3139.483887
	Iteration 13Q: 3 clusters Score -925114.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -925149.875000 Penalty: 3139.483887
	Iteration 14Q: 3 clusters Score -925149.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -925175.250000 Penalty: 3139.483887
	Iteration 15Q: 3 clusters Score -925175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -925192.437500 Penalty: 3139.483887
	Iteration 16Q: 3 clusters Score -925192.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -925204.125000 Penalty: 3139.483887
	Iteration 17Q: 3 clusters Score -925204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -925208.500000 Penalty: 3139.483887
	Iteration 18Q: 3 clusters Score -925208.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -925215.187500 Penalty: 3139.483887
	Iteration 19Q: 3 clusters Score -925215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -925217.812500 Penalty: 3139.483887
	Iteration 20F: 3 clusters Score -925217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -925221.500000 Penalty: 3139.483887
	Iteration 21Q: 3 clusters Score -925221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -925225.437500 Penalty: 3139.483887
	Iteration 22Q: 3 clusters Score -925225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -925230.250000 Penalty: 3139.483887
	Iteration 23Q: 3 clusters Score -925230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -925234.937500 Penalty: 3139.483887
	Iteration 24Q: 3 clusters Score -925234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -925237.562500 Penalty: 3139.483887
	Iteration 25Q: 3 clusters Score -925237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -925240.687500 Penalty: 3139.483887
	Iteration 26Q: 3 clusters Score -925240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -925240.875000 Penalty: 3139.483887
	Iteration 27Q: 3 clusters Score -925240.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -925244.562500 Penalty: 3139.483887
	Iteration 28Q: 3 clusters Score -925244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -925245.437500 Penalty: 3139.483887
	Iteration 29Q: 3 clusters Score -925245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -925245.437500 Penalty: 3139.483887
	Iteration 30F: 3 clusters Score -925245.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -154211.765625 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -154211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -151810.828125 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -151810.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -152344.312500 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -152344.3 nChanged 204
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: -152500.921875 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -152500.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -152598.843750 Penalty: 2545.017578
	Iteration 3F: 3 clusters Score -152598.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -152668.656250 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -152668.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -152709.671875 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -152709.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -152736.046875 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -152736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -152748.328125 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -152748.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -152756.609375 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -152756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -152763.218750 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -152763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -152769.421875 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -152769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -152771.796875 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -152771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -152774.609375 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -152774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -152777.593750 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -152777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -152780.093750 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -152780.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152783.421875 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -152783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -152785.062500 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -152785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -152786.250000 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -152786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -152789.765625 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -152789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -152793.484375 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -152793.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -152796.656250 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -152796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -152798.484375 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -152798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -152799.750000 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -152799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -152804.343750 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -152804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -152805.687500 Penalty: 2545.017578
	Iteration 24Q: 3 clusters Score -152805.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -152806.828125 Penalty: 2545.017578
	Iteration 25Q: 3 clusters Score -152806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -152807.218750 Penalty: 2545.017578
	Iteration 26Q: 3 clusters Score -152807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -152808.812500 Penalty: 2545.017578
	Iteration 27Q: 3 clusters Score -152808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -152809.218750 Penalty: 2545.017578
	Iteration 28Q: 3 clusters Score -152809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -152810.343750 Penalty: 2545.017578
	Iteration 29Q: 3 clusters Score -152810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -152811.453125 Penalty: 2545.017578
	Iteration 30Q: 3 clusters Score -152811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -152812.218750 Penalty: 2545.017578
	Iteration 31Q: 3 clusters Score -152812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -152812.609375 Penalty: 2545.017578
	Iteration 32Q: 3 clusters Score -152812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -152812.609375 Penalty: 2545.017578
	Iteration 33F: 3 clusters Score -152812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -649592.312500 Penalty: 1514.135742
	Iteration 0F: 2 clusters Score -649592.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -641703.250000 Penalty: 3028.271484
	Iteration 0F: 3 clusters Score -641703.2 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -644253.750000 Penalty: 3028.271484
	Iteration 1F: 3 clusters Score -644253.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -644470.312500 Penalty: 3028.271484
	Iteration 2F: 3 clusters Score -644470.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -644650.937500 Penalty: 3028.271484
	Iteration 3Q: 3 clusters Score -644650.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -644804.250000 Penalty: 3028.271484
	Iteration 4Q: 3 clusters Score -644804.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -644941.625000 Penalty: 3028.271484
	Iteration 5Q: 3 clusters Score -644941.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -645072.875000 Penalty: 3028.271484
	Iteration 6Q: 3 clusters Score -645072.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -645215.000000 Penalty: 3028.271484
	Iteration 7Q: 3 clusters Score -645215 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -645348.000000 Penalty: 3028.271484
	Iteration 8Q: 3 clusters Score -645348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -645511.250000 Penalty: 3028.271484
	Iteration 9Q: 3 clusters Score -645511.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -645713.187500 Penalty: 3028.271484
	Iteration 10Q: 3 clusters Score -645713.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -645980.562500 Penalty: 3028.271484
	Iteration 11Q: 3 clusters Score -645980.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -646340.187500 Penalty: 3028.271484
	Iteration 12Q: 3 clusters Score -646340.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -646709.062500 Penalty: 3028.271484
	Iteration 13Q: 3 clusters Score -646709.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -647067.625000 Penalty: 3028.271484
	Iteration 14Q: 3 clusters Score -647067.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -647387.812500 Penalty: 3028.271484
	Iteration 15Q: 3 clusters Score -647387.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -647607.062500 Penalty: 3028.271484
	Iteration 16Q: 3 clusters Score -647607.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -647786.250000 Penalty: 3028.271484
	Iteration 17Q: 3 clusters Score -647786.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -647928.875000 Penalty: 3028.271484
	Iteration 18Q: 3 clusters Score -647928.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -648048.437500 Penalty: 3028.271484
	Iteration 19Q: 3 clusters Score -648048.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -648127.500000 Penalty: 3028.271484
	Iteration 20F: 3 clusters Score -648127.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -648178.000000 Penalty: 3028.271484
	Iteration 21Q: 3 clusters Score -648178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -648216.375000 Penalty: 3028.271484
	Iteration 22Q: 3 clusters Score -648216.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -648243.312500 Penalty: 3028.271484
	Iteration 23Q: 3 clusters Score -648243.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -648260.875000 Penalty: 3028.271484
	Iteration 24Q: 3 clusters Score -648260.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -648278.750000 Penalty: 3028.271484
	Iteration 25Q: 3 clusters Score -648278.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -648301.000000 Penalty: 3028.271484
	Iteration 26Q: 3 clusters Score -648301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -648317.687500 Penalty: 3028.271484
	Iteration 27Q: 3 clusters Score -648317.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -648332.125000 Penalty: 3028.271484
	Iteration 28Q: 3 clusters Score -648332.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -648341.875000 Penalty: 3028.271484
	Iteration 29Q: 3 clusters Score -648341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -648345.000000 Penalty: 3028.271484
	Iteration 30Q: 3 clusters Score -648345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -648348.812500 Penalty: 3028.271484
	Iteration 31Q: 3 clusters Score -648348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -648351.250000 Penalty: 3028.271484
	Iteration 32Q: 3 clusters Score -648351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -648351.375000 Penalty: 3028.271484
	Iteration 33Q: 3 clusters Score -648351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -648352.250000 Penalty: 3028.271484
	Iteration 34Q: 3 clusters Score -648352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -648352.625000 Penalty: 3028.271484
	Iteration 35Q: 3 clusters Score -648352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -648352.625000 Penalty: 3028.271484
	Iteration 36F: 3 clusters Score -648352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -130821.398438 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -130821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -128448.718750 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -128448.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -128988.773438 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -128988.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -129093.367188 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -129093.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -129135.851562 Penalty: 2530.089111
	Iteration 3Q: 3 clusters Score -129135.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -129167.726562 Penalty: 2530.089111
	Iteration 4Q: 3 clusters Score -129167.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -129189.796875 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -129189.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -129211.101562 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -129211.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -129227.007812 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -129227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -129243.562500 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -129243.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129264.656250 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -129264.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -129287.140625 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -129287.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -129308.273438 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -129308.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -129331.515625 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -129331.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -129366.929688 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -129366.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -129406.367188 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -129406.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -129444.984375 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -129445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -129478.140625 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -129478.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -129507.750000 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -129507.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -129530.554688 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -129530.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -129552.945312 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -129552.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -129571.859375 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -129571.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -129586.601562 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -129586.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129599.281250 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -129599.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -129612.242188 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -129612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129624.500000 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -129624.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -129631.843750 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -129631.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129636.742188 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -129636.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -129639.453125 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -129639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -129642.039062 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -129642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -129647.695312 Penalty: 2530.089111
	Iteration 29Q: 3 clusters Score -129647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -129650.460938 Penalty: 2530.089111
	Iteration 30Q: 3 clusters Score -129650.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -129654.468750 Penalty: 2530.089111
	Iteration 31Q: 3 clusters Score -129654.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -129657.070312 Penalty: 2530.089111
	Iteration 32Q: 3 clusters Score -129657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -129660.531250 Penalty: 2530.089111
	Iteration 33Q: 3 clusters Score -129660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129663.679688 Penalty: 2530.089111
	Iteration 34Q: 3 clusters Score -129663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129668.796875 Penalty: 2530.089111
	Iteration 35Q: 3 clusters Score -129668.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129674.625000 Penalty: 2530.089111
	Iteration 36Q: 3 clusters Score -129674.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129679.437500 Penalty: 2530.089111
	Iteration 37Q: 3 clusters Score -129679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129682.460938 Penalty: 2530.089111
	Iteration 38Q: 3 clusters Score -129682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129685.539062 Penalty: 2530.089111
	Iteration 39Q: 3 clusters Score -129685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -129688.453125 Penalty: 2530.089111
	Iteration 40F: 3 clusters Score -129688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129694.164062 Penalty: 2530.089111
	Iteration 41Q: 3 clusters Score -129694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -129700.203125 Penalty: 2530.089111
	Iteration 42Q: 3 clusters Score -129700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129703.851562 Penalty: 2530.089111
	Iteration 43Q: 3 clusters Score -129703.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129705.414062 Penalty: 2530.089111
	Iteration 44Q: 3 clusters Score -129705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -129709.625000 Penalty: 2530.089111
	Iteration 45Q: 3 clusters Score -129709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129714.601562 Penalty: 2530.089111
	Iteration 46Q: 3 clusters Score -129714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -129716.992188 Penalty: 2530.089111
	Iteration 47Q: 3 clusters Score -129717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129720.984375 Penalty: 2530.089111
	Iteration 48Q: 3 clusters Score -129721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129726.750000 Penalty: 2530.089111
	Iteration 49Q: 3 clusters Score -129726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129728.148438 Penalty: 2530.089111
	Iteration 50Q: 3 clusters Score -129728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -129730.859375 Penalty: 2530.089111
	Iteration 51Q: 3 clusters Score -129730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129732.789062 Penalty: 2530.089111
	Iteration 52Q: 3 clusters Score -129732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129734.281250 Penalty: 2530.089111
	Iteration 53Q: 3 clusters Score -129734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129734.468750 Penalty: 2530.089111
	Iteration 54Q: 3 clusters Score -129734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129735.140625 Penalty: 2530.089111
	Iteration 55Q: 3 clusters Score -129735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129735.296875 Penalty: 2530.089111
	Iteration 56Q: 3 clusters Score -129735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129735.539062 Penalty: 2530.089111
	Iteration 57Q: 3 clusters Score -129735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -129735.796875 Penalty: 2530.089111
	Iteration 58Q: 3 clusters Score -129735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129735.882812 Penalty: 2530.089111
	Iteration 59Q: 3 clusters Score -129735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129735.882812 Penalty: 2530.089111
	Iteration 60F: 3 clusters Score -129735.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -142273.093750 Penalty: 1266.323853
	Iteration 0F: 2 clusters Score -142273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -139901.984375 Penalty: 2532.647705
	Iteration 0F: 3 clusters Score -139902 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -140421.968750 Penalty: 2532.647705
	Iteration 1F: 3 clusters Score -140422 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -140567.687500 Penalty: 2532.647705
	Iteration 2F: 3 clusters Score -140567.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -140663.765625 Penalty: 2532.647705
	Iteration 3F: 3 clusters Score -140663.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -140734.937500 Penalty: 2532.647705
	Iteration 4Q: 3 clusters Score -140734.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -140770.687500 Penalty: 2532.647705
	Iteration 5Q: 3 clusters Score -140770.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -140795.515625 Penalty: 2532.647705
	Iteration 6Q: 3 clusters Score -140795.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -140825.109375 Penalty: 2532.647705
	Iteration 7Q: 3 clusters Score -140825.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -140858.093750 Penalty: 2532.647705
	Iteration 8Q: 3 clusters Score -140858.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -140893.125000 Penalty: 2532.647705
	Iteration 9Q: 3 clusters Score -140893.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -140934.921875 Penalty: 2532.647705
	Iteration 10Q: 3 clusters Score -140934.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -140988.265625 Penalty: 2532.647705
	Iteration 11Q: 3 clusters Score -140988.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -141026.203125 Penalty: 2532.647705
	Iteration 12Q: 3 clusters Score -141026.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -141061.609375 Penalty: 2532.647705
	Iteration 13Q: 3 clusters Score -141061.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -141088.140625 Penalty: 2532.647705
	Iteration 14Q: 3 clusters Score -141088.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -141110.593750 Penalty: 2532.647705
	Iteration 15Q: 3 clusters Score -141110.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -141131.906250 Penalty: 2532.647705
	Iteration 16Q: 3 clusters Score -141131.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -141145.687500 Penalty: 2532.647705
	Iteration 17Q: 3 clusters Score -141145.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -141156.625000 Penalty: 2532.647705
	Iteration 18Q: 3 clusters Score -141156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -141163.328125 Penalty: 2532.647705
	Iteration 19Q: 3 clusters Score -141163.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -141167.328125 Penalty: 2532.647705
	Iteration 20F: 3 clusters Score -141167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -141172.828125 Penalty: 2532.647705
	Iteration 21Q: 3 clusters Score -141172.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -141180.390625 Penalty: 2532.647705
	Iteration 22Q: 3 clusters Score -141180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -141186.062500 Penalty: 2532.647705
	Iteration 23Q: 3 clusters Score -141186.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -141194.093750 Penalty: 2532.647705
	Iteration 24Q: 3 clusters Score -141194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -141202.156250 Penalty: 2532.647705
	Iteration 25Q: 3 clusters Score -141202.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -141213.562500 Penalty: 2532.647705
	Iteration 26Q: 3 clusters Score -141213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -141219.046875 Penalty: 2532.647705
	Iteration 27Q: 3 clusters Score -141219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -141224.843750 Penalty: 2532.647705
	Iteration 28Q: 3 clusters Score -141224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -141230.031250 Penalty: 2532.647705
	Iteration 29Q: 3 clusters Score -141230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -141234.765625 Penalty: 2532.647705
	Iteration 30Q: 3 clusters Score -141234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -141238.187500 Penalty: 2532.647705
	Iteration 31Q: 3 clusters Score -141238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -141241.343750 Penalty: 2532.647705
	Iteration 32Q: 3 clusters Score -141241.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -141246.828125 Penalty: 2532.647705
	Iteration 33Q: 3 clusters Score -141246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -141255.703125 Penalty: 2532.647705
	Iteration 34Q: 3 clusters Score -141255.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -141262.109375 Penalty: 2532.647705
	Iteration 35Q: 3 clusters Score -141262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141265.531250 Penalty: 2532.647705
	Iteration 36Q: 3 clusters Score -141265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -141267.609375 Penalty: 2532.647705
	Iteration 37Q: 3 clusters Score -141267.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -141270.015625 Penalty: 2532.647705
	Iteration 38Q: 3 clusters Score -141270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141273.265625 Penalty: 2532.647705
	Iteration 39Q: 3 clusters Score -141273.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -141278.984375 Penalty: 2532.647705
	Iteration 40F: 3 clusters Score -141279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -141289.750000 Penalty: 2532.647705
	Iteration 41Q: 3 clusters Score -141289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -141302.515625 Penalty: 2532.647705
	Iteration 42Q: 3 clusters Score -141302.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141315.671875 Penalty: 2532.647705
	Iteration 43Q: 3 clusters Score -141315.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141328.859375 Penalty: 2532.647705
	Iteration 44Q: 3 clusters Score -141328.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141339.187500 Penalty: 2532.647705
	Iteration 45Q: 3 clusters Score -141339.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -141349.531250 Penalty: 2532.647705
	Iteration 46Q: 3 clusters Score -141349.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -141360.343750 Penalty: 2532.647705
	Iteration 47Q: 3 clusters Score -141360.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -141368.875000 Penalty: 2532.647705
	Iteration 48Q: 3 clusters Score -141368.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -141375.093750 Penalty: 2532.647705
	Iteration 49Q: 3 clusters Score -141375.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -141383.765625 Penalty: 2532.647705
	Iteration 50Q: 3 clusters Score -141383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -141391.000000 Penalty: 2532.647705
	Iteration 51Q: 3 clusters Score -141391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -141400.546875 Penalty: 2532.647705
	Iteration 52Q: 3 clusters Score -141400.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -141412.234375 Penalty: 2532.647705
	Iteration 53Q: 3 clusters Score -141412.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -141420.468750 Penalty: 2532.647705
	Iteration 54Q: 3 clusters Score -141420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141423.515625 Penalty: 2532.647705
	Iteration 55Q: 3 clusters Score -141423.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -141423.515625 Penalty: 2532.647705
	Iteration 56F: 3 clusters Score -141423.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -233553.296875 Penalty: 1348.674438
	Iteration 0F: 2 clusters Score -233553.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -230164.406250 Penalty: 2697.348877
	Iteration 0F: 3 clusters Score -230164.4 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -231117.406250 Penalty: 2697.348877
	Iteration 1F: 3 clusters Score -231117.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -231376.718750 Penalty: 2697.348877
	Iteration 2F: 3 clusters Score -231376.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -231589.765625 Penalty: 2697.348877
	Iteration 3F: 3 clusters Score -231589.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -231810.687500 Penalty: 2697.348877
	Iteration 4F: 3 clusters Score -231810.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -231987.093750 Penalty: 2697.348877
	Iteration 5F: 3 clusters Score -231987.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -232112.906250 Penalty: 2697.348877
	Iteration 6Q: 3 clusters Score -232112.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -232233.812500 Penalty: 2697.348877
	Iteration 7Q: 3 clusters Score -232233.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -232347.906250 Penalty: 2697.348877
	Iteration 8Q: 3 clusters Score -232347.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -232477.578125 Penalty: 2697.348877
	Iteration 9Q: 3 clusters Score -232477.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -232624.703125 Penalty: 2697.348877
	Iteration 10Q: 3 clusters Score -232624.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -232807.765625 Penalty: 2697.348877
	Iteration 11Q: 3 clusters Score -232807.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -232967.578125 Penalty: 2697.348877
	Iteration 12Q: 3 clusters Score -232967.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -233060.093750 Penalty: 2697.348877
	Iteration 13Q: 3 clusters Score -233060.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -233107.656250 Penalty: 2697.348877
	Iteration 14Q: 3 clusters Score -233107.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -233129.203125 Penalty: 2697.348877
	Iteration 15Q: 3 clusters Score -233129.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -233140.437500 Penalty: 2697.348877
	Iteration 16Q: 3 clusters Score -233140.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -233143.843750 Penalty: 2697.348877
	Iteration 17Q: 3 clusters Score -233143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -233147.921875 Penalty: 2697.348877
	Iteration 18Q: 3 clusters Score -233147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -233149.968750 Penalty: 2697.348877
	Iteration 19Q: 3 clusters Score -233150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -233151.703125 Penalty: 2697.348877
	Iteration 20F: 3 clusters Score -233151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -233153.250000 Penalty: 2697.348877
	Iteration 21Q: 3 clusters Score -233153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -233154.468750 Penalty: 2697.348877
	Iteration 22Q: 3 clusters Score -233154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -233155.984375 Penalty: 2697.348877
	Iteration 23Q: 3 clusters Score -233156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -233157.453125 Penalty: 2697.348877
	Iteration 24Q: 3 clusters Score -233157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -233159.015625 Penalty: 2697.348877
	Iteration 25Q: 3 clusters Score -233159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -233159.343750 Penalty: 2697.348877
	Iteration 26Q: 3 clusters Score -233159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -233160.656250 Penalty: 2697.348877
	Iteration 27Q: 3 clusters Score -233160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -233160.328125 Penalty: 2697.348877
	Iteration 28Q: 3 clusters Score -233160.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -233160.328125 Penalty: 2697.348877
	Iteration 29F: 3 clusters Score -233160.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -477904.968750 Penalty: 1475.611694
	Iteration 0F: 2 clusters Score -477905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -471604.031250 Penalty: 2951.223389
	Iteration 0F: 3 clusters Score -471604 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -473776.718750 Penalty: 2951.223389
	Iteration 1F: 3 clusters Score -473776.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -474180.093750 Penalty: 2951.223389
	Iteration 2F: 3 clusters Score -474180.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -474558.937500 Penalty: 2951.223389
	Iteration 3F: 3 clusters Score -474558.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -474943.343750 Penalty: 2951.223389
	Iteration 4F: 3 clusters Score -474943.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -475246.031250 Penalty: 2951.223389
	Iteration 5F: 3 clusters Score -475246 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -475482.625000 Penalty: 2951.223389
	Iteration 6Q: 3 clusters Score -475482.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -475637.843750 Penalty: 2951.223389
	Iteration 7Q: 3 clusters Score -475637.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -475749.343750 Penalty: 2951.223389
	Iteration 8Q: 3 clusters Score -475749.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -475820.875000 Penalty: 2951.223389
	Iteration 9Q: 3 clusters Score -475820.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -475879.468750 Penalty: 2951.223389
	Iteration 10Q: 3 clusters Score -475879.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -475922.593750 Penalty: 2951.223389
	Iteration 11Q: 3 clusters Score -475922.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -475960.281250 Penalty: 2951.223389
	Iteration 12Q: 3 clusters Score -475960.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -475980.875000 Penalty: 2951.223389
	Iteration 13Q: 3 clusters Score -475980.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -475996.093750 Penalty: 2951.223389
	Iteration 14Q: 3 clusters Score -475996.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -476009.062500 Penalty: 2951.223389
	Iteration 15Q: 3 clusters Score -476009.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -476018.937500 Penalty: 2951.223389
	Iteration 16Q: 3 clusters Score -476018.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -476030.062500 Penalty: 2951.223389
	Iteration 17Q: 3 clusters Score -476030.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -476037.843750 Penalty: 2951.223389
	Iteration 18Q: 3 clusters Score -476037.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -476042.500000 Penalty: 2951.223389
	Iteration 19Q: 3 clusters Score -476042.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -476050.812500 Penalty: 2951.223389
	Iteration 20F: 3 clusters Score -476050.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -476056.406250 Penalty: 2951.223389
	Iteration 21Q: 3 clusters Score -476056.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -476063.375000 Penalty: 2951.223389
	Iteration 22Q: 3 clusters Score -476063.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -476070.125000 Penalty: 2951.223389
	Iteration 23Q: 3 clusters Score -476070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -476075.031250 Penalty: 2951.223389
	Iteration 24Q: 3 clusters Score -476075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -476079.437500 Penalty: 2951.223389
	Iteration 25Q: 3 clusters Score -476079.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -476085.593750 Penalty: 2951.223389
	Iteration 26Q: 3 clusters Score -476085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -476088.468750 Penalty: 2951.223389
	Iteration 27Q: 3 clusters Score -476088.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -476094.562500 Penalty: 2951.223389
	Iteration 28Q: 3 clusters Score -476094.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -476106.125000 Penalty: 2951.223389
	Iteration 29Q: 3 clusters Score -476106.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -476119.968750 Penalty: 2951.223389
	Iteration 30Q: 3 clusters Score -476120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -476131.375000 Penalty: 2951.223389
	Iteration 31Q: 3 clusters Score -476131.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -476141.906250 Penalty: 2951.223389
	Iteration 32Q: 3 clusters Score -476141.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -476150.968750 Penalty: 2951.223389
	Iteration 33Q: 3 clusters Score -476151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -476161.093750 Penalty: 2951.223389
	Iteration 34Q: 3 clusters Score -476161.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -476165.781250 Penalty: 2951.223389
	Iteration 35Q: 3 clusters Score -476165.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -476174.375000 Penalty: 2951.223389
	Iteration 36Q: 3 clusters Score -476174.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -476182.218750 Penalty: 2951.223389
	Iteration 37Q: 3 clusters Score -476182.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -476189.375000 Penalty: 2951.223389
	Iteration 38Q: 3 clusters Score -476189.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -476198.156250 Penalty: 2951.223389
	Iteration 39Q: 3 clusters Score -476198.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -476204.937500 Penalty: 2951.223389
	Iteration 40F: 3 clusters Score -476204.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -476215.093750 Penalty: 2951.223389
	Iteration 41Q: 3 clusters Score -476215.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -476231.968750 Penalty: 2951.223389
	Iteration 42Q: 3 clusters Score -476232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -476247.937500 Penalty: 2951.223389
	Iteration 43Q: 3 clusters Score -476247.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -476257.000000 Penalty: 2951.223389
	Iteration 44Q: 3 clusters Score -476257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -476263.968750 Penalty: 2951.223389
	Iteration 45Q: 3 clusters Score -476264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -476269.625000 Penalty: 2951.223389
	Iteration 46Q: 3 clusters Score -476269.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -476274.312500 Penalty: 2951.223389
	Iteration 47Q: 3 clusters Score -476274.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -476283.062500 Penalty: 2951.223389
	Iteration 48Q: 3 clusters Score -476283.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -476288.093750 Penalty: 2951.223389
	Iteration 49Q: 3 clusters Score -476288.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -476296.312500 Penalty: 2951.223389
	Iteration 50Q: 3 clusters Score -476296.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -476300.875000 Penalty: 2951.223389
	Iteration 51Q: 3 clusters Score -476300.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -476307.406250 Penalty: 2951.223389
	Iteration 52Q: 3 clusters Score -476307.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -476318.593750 Penalty: 2951.223389
	Iteration 53Q: 3 clusters Score -476318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -476331.812500 Penalty: 2951.223389
	Iteration 54Q: 3 clusters Score -476331.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -476345.625000 Penalty: 2951.223389
	Iteration 55Q: 3 clusters Score -476345.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -476363.312500 Penalty: 2951.223389
	Iteration 56Q: 3 clusters Score -476363.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -476385.000000 Penalty: 2951.223389
	Iteration 57Q: 3 clusters Score -476385 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -476410.375000 Penalty: 2951.223389
	Iteration 58Q: 3 clusters Score -476410.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -476428.687500 Penalty: 2951.223389
	Iteration 59Q: 3 clusters Score -476428.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -476442.406250 Penalty: 2951.223389
	Iteration 60F: 3 clusters Score -476442.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -476455.031250 Penalty: 2951.223389
	Iteration 61Q: 3 clusters Score -476455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -476465.687500 Penalty: 2951.223389
	Iteration 62Q: 3 clusters Score -476465.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -476472.375000 Penalty: 2951.223389
	Iteration 63Q: 3 clusters Score -476472.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -476476.968750 Penalty: 2951.223389
	Iteration 64Q: 3 clusters Score -476477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -476480.062500 Penalty: 2951.223389
	Iteration 65Q: 3 clusters Score -476480.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -476484.250000 Penalty: 2951.223389
	Iteration 66Q: 3 clusters Score -476484.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -476489.843750 Penalty: 2951.223389
	Iteration 67Q: 3 clusters Score -476489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -476492.500000 Penalty: 2951.223389
	Iteration 68Q: 3 clusters Score -476492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -476494.031250 Penalty: 2951.223389
	Iteration 69Q: 3 clusters Score -476494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -476498.375000 Penalty: 2951.223389
	Iteration 70Q: 3 clusters Score -476498.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -476500.750000 Penalty: 2951.223389
	Iteration 71Q: 3 clusters Score -476500.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -476502.156250 Penalty: 2951.223389
	Iteration 72Q: 3 clusters Score -476502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -476502.843750 Penalty: 2951.223389
	Iteration 73Q: 3 clusters Score -476502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -476503.125000 Penalty: 2951.223389
	Iteration 74Q: 3 clusters Score -476503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -476502.968750 Penalty: 2951.223389
	Iteration 75Q: 3 clusters Score -476503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -476505.500000 Penalty: 2951.223389
	Iteration 76Q: 3 clusters Score -476505.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -476505.875000 Penalty: 2951.223389
	Iteration 77Q: 3 clusters Score -476505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -476505.781250 Penalty: 2951.223389
	Iteration 78Q: 3 clusters Score -476505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -476505.062500 Penalty: 2951.223389
	Iteration 79Q: 3 clusters Score -476505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -476506.781250 Penalty: 2951.223389
	Iteration 80F: 3 clusters Score -476506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -476506.093750 Penalty: 2951.223389
	Iteration 81Q: 3 clusters Score -476506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -476506.093750 Penalty: 2951.223389
	Iteration 82F: 3 clusters Score -476506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Entering Unmasked Estep 
Score: -1009418.062500 Penalty: 1588.368286
	Iteration 0F: 2 clusters Score -1009418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -997320.937500 Penalty: 3176.736572
	Iteration 0F: 3 clusters Score -997320.9 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1002226.625000 Penalty: 3176.736572
	Iteration 1F: 3 clusters Score -1002227 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1003265.312500 Penalty: 3176.736572
	Iteration 2F: 3 clusters Score -1003265 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1004402.937500 Penalty: 3176.736572
	Iteration 3F: 3 clusters Score -1004403 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1005605.750000 Penalty: 3176.736572
	Iteration 4F: 3 clusters Score -1005606 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1006598.812500 Penalty: 3176.736572
	Iteration 5F: 3 clusters Score -1006599 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1007242.562500 Penalty: 3176.736572
	Iteration 6F: 3 clusters Score -1007243 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1007640.375000 Penalty: 3176.736572
	Iteration 7Q: 3 clusters Score -1007640 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1007913.250000 Penalty: 3176.736572
	Iteration 8Q: 3 clusters Score -1007913 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1008132.250000 Penalty: 3176.736572
	Iteration 9Q: 3 clusters Score -1008132 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1008284.250000 Penalty: 3176.736572
	Iteration 10Q: 3 clusters Score -1008284 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1008420.187500 Penalty: 3176.736572
	Iteration 11Q: 3 clusters Score -1008420 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1008538.500000 Penalty: 3176.736572
	Iteration 12Q: 3 clusters Score -1008538 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1008655.437500 Penalty: 3176.736572
	Iteration 13Q: 3 clusters Score -1008655 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1008766.125000 Penalty: 3176.736572
	Iteration 14Q: 3 clusters Score -1008766 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1008865.375000 Penalty: 3176.736572
	Iteration 15Q: 3 clusters Score -1008865 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1008975.062500 Penalty: 3176.736572
	Iteration 16Q: 3 clusters Score -1008975 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1009082.625000 Penalty: 3176.736572
	Iteration 17Q: 3 clusters Score -1009083 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1009194.437500 Penalty: 3176.736572
	Iteration 18Q: 3 clusters Score -1009194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1009273.625000 Penalty: 3176.736572
	Iteration 19Q: 3 clusters Score -1009274 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1009334.687500 Penalty: 3176.736572
	Iteration 20F: 3 clusters Score -1009335 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1009385.250000 Penalty: 3176.736572
	Iteration 21Q: 3 clusters Score -1009385 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1009420.000000 Penalty: 3176.736572
	Iteration 22Q: 3 clusters Score -1009420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1009447.250000 Penalty: 3176.736572
	Iteration 23Q: 3 clusters Score -1009447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1009460.500000 Penalty: 3176.736572
	Iteration 24Q: 3 clusters Score -1009460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1009475.375000 Penalty: 3176.736572
	Iteration 25Q: 3 clusters Score -1009475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1009483.312500 Penalty: 3176.736572
	Iteration 26Q: 3 clusters Score -1009483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1009490.187500 Penalty: 3176.736572
	Iteration 27Q: 3 clusters Score -1009490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1009495.125000 Penalty: 3176.736572
	Iteration 28Q: 3 clusters Score -1009495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1009498.500000 Penalty: 3176.736572
	Iteration 29Q: 3 clusters Score -1009498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1009502.937500 Penalty: 3176.736572
	Iteration 30Q: 3 clusters Score -1009503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1009505.312500 Penalty: 3176.736572
	Iteration 31Q: 3 clusters Score -1009505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1009509.062500 Penalty: 3176.736572
	Iteration 32Q: 3 clusters Score -1009509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1009511.875000 Penalty: 3176.736572
	Iteration 33Q: 3 clusters Score -1009512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1009511.437500 Penalty: 3176.736572
	Iteration 34Q: 3 clusters Score -1009511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1009516.250000 Penalty: 3176.736572
	Iteration 35Q: 3 clusters Score -1009516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1009516.250000 Penalty: 3176.736572
	Iteration 36Q: 3 clusters Score -1009516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1009514.562500 Penalty: 3176.736572
	Iteration 37Q: 3 clusters Score -1009515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1009516.750000 Penalty: 3176.736572
	Iteration 38Q: 3 clusters Score -1009517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1009517.375000 Penalty: 3176.736572
	Iteration 39Q: 3 clusters Score -1009517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1009515.937500 Penalty: 3176.736572
	Iteration 40F: 3 clusters Score -1009516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1009518.562500 Penalty: 3176.736572
	Iteration 41Q: 3 clusters Score -1009519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1009518.312500 Penalty: 3176.736572
	Iteration 42Q: 3 clusters Score -1009518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1009520.937500 Penalty: 3176.736572
	Iteration 43Q: 3 clusters Score -1009521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1009521.375000 Penalty: 3176.736572
	Iteration 44Q: 3 clusters Score -1009521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1009522.375000 Penalty: 3176.736572
	Iteration 45Q: 3 clusters Score -1009522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1009522.187500 Penalty: 3176.736572
	Iteration 46Q: 3 clusters Score -1009522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1009524.000000 Penalty: 3176.736572
	Iteration 47Q: 3 clusters Score -1009524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1009524.250000 Penalty: 3176.736572
	Iteration 48Q: 3 clusters Score -1009524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1009523.937500 Penalty: 3176.736572
	Iteration 49Q: 3 clusters Score -1009524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1009525.687500 Penalty: 3176.736572
	Iteration 50Q: 3 clusters Score -1009526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1009522.437500 Penalty: 3176.736572
	Iteration 51Q: 3 clusters Score -1009522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1009523.062500 Penalty: 3176.736572
	Iteration 52Q: 3 clusters Score -1009523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1009522.875000 Penalty: 3176.736572
	Iteration 53Q: 3 clusters Score -1009523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1009522.562500 Penalty: 3176.736572
	Iteration 54Q: 3 clusters Score -1009523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1009522.750000 Penalty: 3176.736572
	Iteration 55Q: 3 clusters Score -1009523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1009521.375000 Penalty: 3176.736572
	Iteration 56Q: 3 clusters Score -1009521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1009524.687500 Penalty: 3176.736572
	Iteration 57Q: 3 clusters Score -1009525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1009524.812500 Penalty: 3176.736572
	Iteration 58Q: 3 clusters Score -1009525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1009523.875000 Penalty: 3176.736572
	Iteration 59Q: 3 clusters Score -1009524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1009525.062500 Penalty: 3176.736572
	Iteration 60F: 3 clusters Score -1009525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1009524.687500 Penalty: 3176.736572
	Iteration 61Q: 3 clusters Score -1009525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1009525.000000 Penalty: 3176.736572
	Iteration 62Q: 3 clusters Score -1009525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1009528.812500 Penalty: 3176.736572
	Iteration 63Q: 3 clusters Score -1009529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1009529.062500 Penalty: 3176.736572
	Iteration 64Q: 3 clusters Score -1009529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1009528.437500 Penalty: 3176.736572
	Iteration 65Q: 3 clusters Score -1009528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1009529.375000 Penalty: 3176.736572
	Iteration 66Q: 3 clusters Score -1009529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1009529.812500 Penalty: 3176.736572
	Iteration 67Q: 3 clusters Score -1009530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1009528.687500 Penalty: 3176.736572
	Iteration 68Q: 3 clusters Score -1009529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1009528.812500 Penalty: 3176.736572
	Iteration 69Q: 3 clusters Score -1009529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1009529.062500 Penalty: 3176.736572
	Iteration 70Q: 3 clusters Score -1009529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1009527.812500 Penalty: 3176.736572
	Iteration 71Q: 3 clusters Score -1009528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1009527.062500 Penalty: 3176.736572
	Iteration 72Q: 3 clusters Score -1009527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1009528.375000 Penalty: 3176.736572
	Iteration 73Q: 3 clusters Score -1009528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1009527.562500 Penalty: 3176.736572
	Iteration 74Q: 3 clusters Score -1009528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1009526.812500 Penalty: 3176.736572
	Iteration 75Q: 3 clusters Score -1009527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1009528.250000 Penalty: 3176.736572
	Iteration 76Q: 3 clusters Score -1009528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1009528.500000 Penalty: 3176.736572
	Iteration 77Q: 3 clusters Score -1009528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1009528.000000 Penalty: 3176.736572
	Iteration 78Q: 3 clusters Score -1009528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1009529.812500 Penalty: 3176.736572
	Iteration 79Q: 3 clusters Score -1009530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1009530.062500 Penalty: 3176.736572
	Iteration 80F: 3 clusters Score -1009530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1009527.625000 Penalty: 3176.736572
	Iteration 81Q: 3 clusters Score -1009528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1009526.500000 Penalty: 3176.736572
	Iteration 82Q: 3 clusters Score -1009526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1009527.312500 Penalty: 3176.736572
	Iteration 83Q: 3 clusters Score -1009527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1009526.750000 Penalty: 3176.736572
	Iteration 84Q: 3 clusters Score -1009527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1009526.750000 Penalty: 3176.736572
	Iteration 85F: 3 clusters Score -1009527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4112 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12058 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 10855 members 
Entering Unmasked Estep 
Score: -12704812.000000 Penalty: 82366.320312
Splitting cluster 23 changes total score from -12705143.000000 to -12704812.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -177218.890625 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -177218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -174067.812500 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -174067.8 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -174972.015625 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -174972 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -175202.296875 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -175202.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -175377.843750 Penalty: 2674.764404
	Iteration 3F: 3 clusters Score -175377.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -175509.281250 Penalty: 2674.764404
	Iteration 4Q: 3 clusters Score -175509.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -175609.343750 Penalty: 2674.764404
	Iteration 5Q: 3 clusters Score -175609.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -175708.609375 Penalty: 2674.764404
	Iteration 6Q: 3 clusters Score -175708.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -175810.953125 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -175811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -175919.796875 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -175919.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -176040.921875 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -176040.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -176142.578125 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -176142.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -176226.250000 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -176226.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -176308.968750 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -176309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -176393.296875 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -176393.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -176498.328125 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -176498.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -176615.453125 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -176615.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -176789.640625 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -176789.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -177049.718750 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -177049.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -177286.625000 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -177286.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -177399.421875 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -177399.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -177440.125000 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -177440.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -177451.968750 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -177452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -177453.421875 Penalty: 2674.764404
	Iteration 22Q: 3 clusters Score -177453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -177453.906250 Penalty: 2674.764404
	Iteration 23Q: 3 clusters Score -177453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -177454.312500 Penalty: 2674.764404
	Iteration 24Q: 3 clusters Score -177454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -177454.312500 Penalty: 2674.764404
	Iteration 25F: 3 clusters Score -177454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 2098 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4112 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12058 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 1654 members 
Entering Unmasked Estep 
Score: -12704702.000000 Penalty: 82366.320312
Splitting cluster 24 changes total score from -12705143.000000 to -12704702.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -235443.843750 Penalty: 1349.158569
	Iteration 0F: 2 clusters Score -235443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -232037.578125 Penalty: 2698.317139
	Iteration 0F: 3 clusters Score -232037.6 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -233001.343750 Penalty: 2698.317139
	Iteration 1F: 3 clusters Score -233001.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -233190.359375 Penalty: 2698.317139
	Iteration 2F: 3 clusters Score -233190.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -233344.593750 Penalty: 2698.317139
	Iteration 3F: 3 clusters Score -233344.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -233511.375000 Penalty: 2698.317139
	Iteration 4F: 3 clusters Score -233511.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -233713.796875 Penalty: 2698.317139
	Iteration 5F: 3 clusters Score -233713.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -233920.937500 Penalty: 2698.317139
	Iteration 6F: 3 clusters Score -233920.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -234090.015625 Penalty: 2698.317139
	Iteration 7Q: 3 clusters Score -234090 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -234234.890625 Penalty: 2698.317139
	Iteration 8Q: 3 clusters Score -234234.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -234324.828125 Penalty: 2698.317139
	Iteration 9Q: 3 clusters Score -234324.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -234378.031250 Penalty: 2698.317139
	Iteration 10Q: 3 clusters Score -234378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -234409.843750 Penalty: 2698.317139
	Iteration 11Q: 3 clusters Score -234409.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -234429.218750 Penalty: 2698.317139
	Iteration 12Q: 3 clusters Score -234429.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -234441.343750 Penalty: 2698.317139
	Iteration 13Q: 3 clusters Score -234441.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -234454.078125 Penalty: 2698.317139
	Iteration 14Q: 3 clusters Score -234454.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -234461.046875 Penalty: 2698.317139
	Iteration 15Q: 3 clusters Score -234461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -234466.078125 Penalty: 2698.317139
	Iteration 16Q: 3 clusters Score -234466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -234470.718750 Penalty: 2698.317139
	Iteration 17Q: 3 clusters Score -234470.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -234474.843750 Penalty: 2698.317139
	Iteration 18Q: 3 clusters Score -234474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -234479.125000 Penalty: 2698.317139
	Iteration 19Q: 3 clusters Score -234479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -234482.843750 Penalty: 2698.317139
	Iteration 20F: 3 clusters Score -234482.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -234486.109375 Penalty: 2698.317139
	Iteration 21Q: 3 clusters Score -234486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -234489.140625 Penalty: 2698.317139
	Iteration 22Q: 3 clusters Score -234489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -234491.250000 Penalty: 2698.317139
	Iteration 23Q: 3 clusters Score -234491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -234494.031250 Penalty: 2698.317139
	Iteration 24Q: 3 clusters Score -234494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -234497.937500 Penalty: 2698.317139
	Iteration 25Q: 3 clusters Score -234497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -234503.125000 Penalty: 2698.317139
	Iteration 26Q: 3 clusters Score -234503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -234507.703125 Penalty: 2698.317139
	Iteration 27Q: 3 clusters Score -234507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -234509.359375 Penalty: 2698.317139
	Iteration 28Q: 3 clusters Score -234509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -234511.296875 Penalty: 2698.317139
	Iteration 29Q: 3 clusters Score -234511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -234514.546875 Penalty: 2698.317139
	Iteration 30Q: 3 clusters Score -234514.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -234516.359375 Penalty: 2698.317139
	Iteration 31Q: 3 clusters Score -234516.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -234518.718750 Penalty: 2698.317139
	Iteration 32Q: 3 clusters Score -234518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -234522.625000 Penalty: 2698.317139
	Iteration 33Q: 3 clusters Score -234522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -234526.203125 Penalty: 2698.317139
	Iteration 34Q: 3 clusters Score -234526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -234528.000000 Penalty: 2698.317139
	Iteration 35Q: 3 clusters Score -234528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -234530.031250 Penalty: 2698.317139
	Iteration 36Q: 3 clusters Score -234530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -234531.375000 Penalty: 2698.317139
	Iteration 37Q: 3 clusters Score -234531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -234532.515625 Penalty: 2698.317139
	Iteration 38Q: 3 clusters Score -234532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -234533.937500 Penalty: 2698.317139
	Iteration 39Q: 3 clusters Score -234533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -234536.015625 Penalty: 2698.317139
	Iteration 40F: 3 clusters Score -234536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -234536.125000 Penalty: 2698.317139
	Iteration 41Q: 3 clusters Score -234536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -234536.687500 Penalty: 2698.317139
	Iteration 42Q: 3 clusters Score -234536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -234537.218750 Penalty: 2698.317139
	Iteration 43Q: 3 clusters Score -234537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -234537.218750 Penalty: 2698.317139
	Iteration 44F: 3 clusters Score -234537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -331637.250000 Penalty: 1411.983276
	Iteration 0F: 2 clusters Score -331637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -327134.218750 Penalty: 2823.966553
	Iteration 0F: 3 clusters Score -327134.2 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -328472.062500 Penalty: 2823.966553
	Iteration 1F: 3 clusters Score -328472.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -328707.343750 Penalty: 2823.966553
	Iteration 2F: 3 clusters Score -328707.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -328902.468750 Penalty: 2823.966553
	Iteration 3F: 3 clusters Score -328902.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -329078.031250 Penalty: 2823.966553
	Iteration 4F: 3 clusters Score -329078 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -329224.781250 Penalty: 2823.966553
	Iteration 5Q: 3 clusters Score -329224.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -329411.187500 Penalty: 2823.966553
	Iteration 6Q: 3 clusters Score -329411.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -329653.718750 Penalty: 2823.966553
	Iteration 7F: 3 clusters Score -329653.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -329903.031250 Penalty: 2823.966553
	Iteration 8F: 3 clusters Score -329903 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -330130.406250 Penalty: 2823.966553
	Iteration 9Q: 3 clusters Score -330130.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -330337.812500 Penalty: 2823.966553
	Iteration 10Q: 3 clusters Score -330337.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -330505.218750 Penalty: 2823.966553
	Iteration 11Q: 3 clusters Score -330505.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -330642.312500 Penalty: 2823.966553
	Iteration 12Q: 3 clusters Score -330642.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -330738.968750 Penalty: 2823.966553
	Iteration 13Q: 3 clusters Score -330739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -330827.031250 Penalty: 2823.966553
	Iteration 14Q: 3 clusters Score -330827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -330922.531250 Penalty: 2823.966553
	Iteration 15Q: 3 clusters Score -330922.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -330977.781250 Penalty: 2823.966553
	Iteration 16Q: 3 clusters Score -330977.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -331017.093750 Penalty: 2823.966553
	Iteration 17Q: 3 clusters Score -331017.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -331043.031250 Penalty: 2823.966553
	Iteration 18Q: 3 clusters Score -331043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -331054.812500 Penalty: 2823.966553
	Iteration 19Q: 3 clusters Score -331054.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -331061.968750 Penalty: 2823.966553
	Iteration 20F: 3 clusters Score -331062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -331069.218750 Penalty: 2823.966553
	Iteration 21Q: 3 clusters Score -331069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -331074.187500 Penalty: 2823.966553
	Iteration 22Q: 3 clusters Score -331074.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -331077.937500 Penalty: 2823.966553
	Iteration 23Q: 3 clusters Score -331077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -331080.937500 Penalty: 2823.966553
	Iteration 24Q: 3 clusters Score -331080.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -331084.187500 Penalty: 2823.966553
	Iteration 25Q: 3 clusters Score -331084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -331084.718750 Penalty: 2823.966553
	Iteration 26Q: 3 clusters Score -331084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -331084.625000 Penalty: 2823.966553
	Iteration 27Q: 3 clusters Score -331084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -331086.125000 Penalty: 2823.966553
	Iteration 28Q: 3 clusters Score -331086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -331085.937500 Penalty: 2823.966553
	Iteration 29Q: 3 clusters Score -331085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -331085.781250 Penalty: 2823.966553
	Iteration 30Q: 3 clusters Score -331085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -331085.781250 Penalty: 2823.966553
	Iteration 31F: 3 clusters Score -331085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11192.831055 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11192.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10409.697266 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -10409.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10465.407227 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -10465.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10478.926758 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -10478.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10489.386719 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -10489.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10490.789062 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -10490.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10490.789062 Penalty: 1760.232666
	Iteration 5F: 3 clusters Score -10490.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -70102.210938 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -70102.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -68510.445312 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -68510.45 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -68801.914062 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -68801.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68902.921875 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -68902.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68992.046875 Penalty: 2318.580566
	Iteration 3F: 3 clusters Score -68992.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69068.843750 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -69068.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69115.367188 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -69115.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69152.773438 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -69152.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69178.304688 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -69178.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69206.585938 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -69206.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69240.968750 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -69240.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69288.859375 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -69288.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69348.312500 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -69348.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -69418.601562 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -69418.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -69477.945312 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -69477.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69533.007812 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -69533.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69570.515625 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -69570.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69590.968750 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -69590.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69607.132812 Penalty: 2318.580566
	Iteration 17Q: 3 clusters Score -69607.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69618.101562 Penalty: 2318.580566
	Iteration 18Q: 3 clusters Score -69618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69620.867188 Penalty: 2318.580566
	Iteration 19Q: 3 clusters Score -69620.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -69621.320312 Penalty: 2318.580566
	Iteration 20F: 3 clusters Score -69621.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Entering Unmasked Estep 
Score: -703337.437500 Penalty: 1523.824097
	Iteration 0F: 2 clusters Score -703337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -695031.750000 Penalty: 3047.648193
	Iteration 0F: 3 clusters Score -695031.8 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -697883.062500 Penalty: 3047.648193
	Iteration 1F: 3 clusters Score -697883.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -698432.062500 Penalty: 3047.648193
	Iteration 2F: 3 clusters Score -698432.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -698966.937500 Penalty: 3047.648193
	Iteration 3F: 3 clusters Score -698966.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -699502.875000 Penalty: 3047.648193
	Iteration 4F: 3 clusters Score -699502.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -700096.937500 Penalty: 3047.648193
	Iteration 5F: 3 clusters Score -700096.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -700627.062500 Penalty: 3047.648193
	Iteration 6F: 3 clusters Score -700627.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -701037.687500 Penalty: 3047.648193
	Iteration 7F: 3 clusters Score -701037.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -701300.562500 Penalty: 3047.648193
	Iteration 8Q: 3 clusters Score -701300.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -701490.062500 Penalty: 3047.648193
	Iteration 9Q: 3 clusters Score -701490.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -701644.187500 Penalty: 3047.648193
	Iteration 10Q: 3 clusters Score -701644.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -701738.687500 Penalty: 3047.648193
	Iteration 11Q: 3 clusters Score -701738.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -701820.187500 Penalty: 3047.648193
	Iteration 12Q: 3 clusters Score -701820.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -701893.937500 Penalty: 3047.648193
	Iteration 13Q: 3 clusters Score -701893.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -701945.437500 Penalty: 3047.648193
	Iteration 14Q: 3 clusters Score -701945.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -701985.062500 Penalty: 3047.648193
	Iteration 15Q: 3 clusters Score -701985.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -702021.062500 Penalty: 3047.648193
	Iteration 16Q: 3 clusters Score -702021.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -702052.562500 Penalty: 3047.648193
	Iteration 17Q: 3 clusters Score -702052.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -702073.125000 Penalty: 3047.648193
	Iteration 18Q: 3 clusters Score -702073.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -702096.437500 Penalty: 3047.648193
	Iteration 19Q: 3 clusters Score -702096.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -702116.812500 Penalty: 3047.648193
	Iteration 20F: 3 clusters Score -702116.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -702139.812500 Penalty: 3047.648193
	Iteration 21Q: 3 clusters Score -702139.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -702167.250000 Penalty: 3047.648193
	Iteration 22Q: 3 clusters Score -702167.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -702197.875000 Penalty: 3047.648193
	Iteration 23Q: 3 clusters Score -702197.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -702216.000000 Penalty: 3047.648193
	Iteration 24Q: 3 clusters Score -702216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -702235.750000 Penalty: 3047.648193
	Iteration 25Q: 3 clusters Score -702235.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -702258.937500 Penalty: 3047.648193
	Iteration 26Q: 3 clusters Score -702258.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -702272.875000 Penalty: 3047.648193
	Iteration 27Q: 3 clusters Score -702272.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -702290.625000 Penalty: 3047.648193
	Iteration 28Q: 3 clusters Score -702290.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -702312.312500 Penalty: 3047.648193
	Iteration 29Q: 3 clusters Score -702312.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -702334.062500 Penalty: 3047.648193
	Iteration 30Q: 3 clusters Score -702334.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -702351.937500 Penalty: 3047.648193
	Iteration 31Q: 3 clusters Score -702351.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -702368.500000 Penalty: 3047.648193
	Iteration 32Q: 3 clusters Score -702368.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -702380.687500 Penalty: 3047.648193
	Iteration 33Q: 3 clusters Score -702380.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -702391.125000 Penalty: 3047.648193
	Iteration 34Q: 3 clusters Score -702391.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -702395.500000 Penalty: 3047.648193
	Iteration 35Q: 3 clusters Score -702395.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -702408.000000 Penalty: 3047.648193
	Iteration 36Q: 3 clusters Score -702408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -702419.062500 Penalty: 3047.648193
	Iteration 37Q: 3 clusters Score -702419.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -702431.125000 Penalty: 3047.648193
	Iteration 38Q: 3 clusters Score -702431.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -702439.437500 Penalty: 3047.648193
	Iteration 39Q: 3 clusters Score -702439.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -702448.812500 Penalty: 3047.648193
	Iteration 40F: 3 clusters Score -702448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -702455.125000 Penalty: 3047.648193
	Iteration 41Q: 3 clusters Score -702455.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -702459.875000 Penalty: 3047.648193
	Iteration 42Q: 3 clusters Score -702459.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -702468.437500 Penalty: 3047.648193
	Iteration 43Q: 3 clusters Score -702468.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -702472.062500 Penalty: 3047.648193
	Iteration 44Q: 3 clusters Score -702472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -702478.187500 Penalty: 3047.648193
	Iteration 45Q: 3 clusters Score -702478.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -702485.375000 Penalty: 3047.648193
	Iteration 46Q: 3 clusters Score -702485.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -702490.437500 Penalty: 3047.648193
	Iteration 47Q: 3 clusters Score -702490.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -702495.125000 Penalty: 3047.648193
	Iteration 48Q: 3 clusters Score -702495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -702498.937500 Penalty: 3047.648193
	Iteration 49Q: 3 clusters Score -702498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -702502.625000 Penalty: 3047.648193
	Iteration 50Q: 3 clusters Score -702502.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -702503.062500 Penalty: 3047.648193
	Iteration 51Q: 3 clusters Score -702503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -702505.187500 Penalty: 3047.648193
	Iteration 52Q: 3 clusters Score -702505.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -702505.750000 Penalty: 3047.648193
	Iteration 53Q: 3 clusters Score -702505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -702508.812500 Penalty: 3047.648193
	Iteration 54Q: 3 clusters Score -702508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -702511.500000 Penalty: 3047.648193
	Iteration 55Q: 3 clusters Score -702511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -702515.187500 Penalty: 3047.648193
	Iteration 56Q: 3 clusters Score -702515.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -702518.312500 Penalty: 3047.648193
	Iteration 57Q: 3 clusters Score -702518.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -702521.812500 Penalty: 3047.648193
	Iteration 58Q: 3 clusters Score -702521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -702525.125000 Penalty: 3047.648193
	Iteration 59Q: 3 clusters Score -702525.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -702528.500000 Penalty: 3047.648193
	Iteration 60F: 3 clusters Score -702528.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -702532.937500 Penalty: 3047.648193
	Iteration 61Q: 3 clusters Score -702532.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -702539.750000 Penalty: 3047.648193
	Iteration 62Q: 3 clusters Score -702539.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -702549.187500 Penalty: 3047.648193
	Iteration 63Q: 3 clusters Score -702549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -702554.812500 Penalty: 3047.648193
	Iteration 64Q: 3 clusters Score -702554.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -702560.687500 Penalty: 3047.648193
	Iteration 65Q: 3 clusters Score -702560.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -702564.000000 Penalty: 3047.648193
	Iteration 66Q: 3 clusters Score -702564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -702566.062500 Penalty: 3047.648193
	Iteration 67Q: 3 clusters Score -702566.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -702567.750000 Penalty: 3047.648193
	Iteration 68Q: 3 clusters Score -702567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -702568.875000 Penalty: 3047.648193
	Iteration 69Q: 3 clusters Score -702568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -702571.437500 Penalty: 3047.648193
	Iteration 70Q: 3 clusters Score -702571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -702573.500000 Penalty: 3047.648193
	Iteration 71Q: 3 clusters Score -702573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -702576.250000 Penalty: 3047.648193
	Iteration 72Q: 3 clusters Score -702576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -702579.562500 Penalty: 3047.648193
	Iteration 73Q: 3 clusters Score -702579.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -702580.125000 Penalty: 3047.648193
	Iteration 74Q: 3 clusters Score -702580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -702585.500000 Penalty: 3047.648193
	Iteration 75Q: 3 clusters Score -702585.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -702588.437500 Penalty: 3047.648193
	Iteration 76Q: 3 clusters Score -702588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -702591.312500 Penalty: 3047.648193
	Iteration 77Q: 3 clusters Score -702591.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -702595.937500 Penalty: 3047.648193
	Iteration 78Q: 3 clusters Score -702595.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -702598.625000 Penalty: 3047.648193
	Iteration 79Q: 3 clusters Score -702598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -702601.875000 Penalty: 3047.648193
	Iteration 80F: 3 clusters Score -702601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -702605.250000 Penalty: 3047.648193
	Iteration 81Q: 3 clusters Score -702605.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -702613.312500 Penalty: 3047.648193
	Iteration 82Q: 3 clusters Score -702613.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -702619.062500 Penalty: 3047.648193
	Iteration 83Q: 3 clusters Score -702619.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -702624.500000 Penalty: 3047.648193
	Iteration 84Q: 3 clusters Score -702624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -702629.187500 Penalty: 3047.648193
	Iteration 85Q: 3 clusters Score -702629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -702632.562500 Penalty: 3047.648193
	Iteration 86Q: 3 clusters Score -702632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -702634.562500 Penalty: 3047.648193
	Iteration 87Q: 3 clusters Score -702634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -702633.625000 Penalty: 3047.648193
	Iteration 88Q: 3 clusters Score -702633.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -702636.812500 Penalty: 3047.648193
	Iteration 89Q: 3 clusters Score -702636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -702636.125000 Penalty: 3047.648193
	Iteration 90Q: 3 clusters Score -702636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -702638.187500 Penalty: 3047.648193
	Iteration 91Q: 3 clusters Score -702638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -702638.875000 Penalty: 3047.648193
	Iteration 92Q: 3 clusters Score -702638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -702638.937500 Penalty: 3047.648193
	Iteration 93Q: 3 clusters Score -702638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -702638.937500 Penalty: 3047.648193
	Iteration 94F: 3 clusters Score -702638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -57078.796875 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -57078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -55577.097656 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -55577.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -55864.828125 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -55864.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -55946.656250 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -55946.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -56004.296875 Penalty: 2268.826904
	Iteration 3Q: 3 clusters Score -56004.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -56076.023438 Penalty: 2268.826904
	Iteration 4Q: 3 clusters Score -56076.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -56149.796875 Penalty: 2268.826904
	Iteration 5Q: 3 clusters Score -56149.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56217.816406 Penalty: 2268.826904
	Iteration 6Q: 3 clusters Score -56217.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -56339.492188 Penalty: 2268.826904
	Iteration 7Q: 3 clusters Score -56339.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -56642.636719 Penalty: 2268.826904
	Iteration 8F: 3 clusters Score -56642.64 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -56912.828125 Penalty: 2268.826904
	Iteration 9F: 3 clusters Score -56912.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -57019.910156 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -57019.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57088.214844 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -57088.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57154.878906 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -57154.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57195.933594 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -57195.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57232.960938 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -57232.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57252.191406 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -57252.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57280.449219 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -57280.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57319.500000 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -57319.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57365.386719 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -57365.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57390.460938 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -57390.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57400.722656 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -57400.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57410.070312 Penalty: 2268.826904
	Iteration 21Q: 3 clusters Score -57410.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57410.070312 Penalty: 2268.826904
	Iteration 22F: 3 clusters Score -57410.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4112 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12058 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 295 members 
Entering Unmasked Estep 
Score: -12704614.000000 Penalty: 82366.320312
Splitting cluster 30 changes total score from -12705143.000000 to -12704614.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (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: -83338.726562 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -83338.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -81607.531250 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -81607.53 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -81973.648438 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -81973.65 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -82082.851562 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -82082.85 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -82168.234375 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -82168.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -82240.664062 Penalty: 2367.343750
	Iteration 4Q: 3 clusters Score -82240.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82287.039062 Penalty: 2367.343750
	Iteration 5Q: 3 clusters Score -82287.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82314.500000 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -82314.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -82329.195312 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -82329.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -82339.453125 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -82339.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -82347.148438 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -82347.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -82351.890625 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -82351.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -82358.382812 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -82358.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82363.484375 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -82363.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82368.289062 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -82368.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82373.312500 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -82373.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -82385.070312 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -82385.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82395.187500 Penalty: 2367.343750
	Iteration 16Q: 3 clusters Score -82395.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82404.500000 Penalty: 2367.343750
	Iteration 17Q: 3 clusters Score -82404.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -82421.757812 Penalty: 2367.343750
	Iteration 18Q: 3 clusters Score -82421.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -82438.546875 Penalty: 2367.343750
	Iteration 19Q: 3 clusters Score -82438.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -82457.437500 Penalty: 2367.343750
	Iteration 20F: 3 clusters Score -82457.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -82475.539062 Penalty: 2367.343750
	Iteration 21Q: 3 clusters Score -82475.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -82489.546875 Penalty: 2367.343750
	Iteration 22Q: 3 clusters Score -82489.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -82507.320312 Penalty: 2367.343750
	Iteration 23Q: 3 clusters Score -82507.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -82530.867188 Penalty: 2367.343750
	Iteration 24Q: 3 clusters Score -82530.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -82553.882812 Penalty: 2367.343750
	Iteration 25Q: 3 clusters Score -82553.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -82565.812500 Penalty: 2367.343750
	Iteration 26Q: 3 clusters Score -82565.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -82568.898438 Penalty: 2367.343750
	Iteration 27Q: 3 clusters Score -82568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -82577.382812 Penalty: 2367.343750
	Iteration 28Q: 3 clusters Score -82577.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -82580.828125 Penalty: 2367.343750
	Iteration 29Q: 3 clusters Score -82580.83 nChanged 4
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: -82582.835938 Penalty: 2367.343750
	Iteration 30Q: 3 clusters Score -82582.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82583.046875 Penalty: 2367.343750
	Iteration 31Q: 3 clusters Score -82583.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82583.046875 Penalty: 2367.343750
	Iteration 32F: 3 clusters Score -82583.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -251969.078125 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -251969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -248252.093750 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -248252.1 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -249265.781250 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -249265.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -249479.109375 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -249479.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -249665.296875 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -249665.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -249862.031250 Penalty: 2733.701172
	Iteration 4F: 3 clusters Score -249862 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -250060.078125 Penalty: 2733.701172
	Iteration 5F: 3 clusters Score -250060.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -250225.093750 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -250225.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -250357.265625 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -250357.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -250449.796875 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -250449.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -250520.390625 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -250520.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -250567.953125 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -250568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -250596.484375 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -250596.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -250632.421875 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -250632.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -250670.406250 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -250670.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -250698.875000 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -250698.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -250723.750000 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -250723.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -250742.578125 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -250742.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -250763.937500 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -250763.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -250782.500000 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -250782.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -250808.562500 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -250808.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -250841.156250 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -250841.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -250877.515625 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -250877.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -250914.031250 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -250914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -250956.234375 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -250956.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -250999.312500 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -250999.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -251039.734375 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -251039.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -251071.171875 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -251071.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -251091.593750 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -251091.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -251104.609375 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -251104.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -251113.109375 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -251113.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -251121.734375 Penalty: 2733.701172
	Iteration 30Q: 3 clusters Score -251121.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -251129.656250 Penalty: 2733.701172
	Iteration 31Q: 3 clusters Score -251129.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -251137.593750 Penalty: 2733.701172
	Iteration 32Q: 3 clusters Score -251137.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -251141.187500 Penalty: 2733.701172
	Iteration 33Q: 3 clusters Score -251141.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -251147.093750 Penalty: 2733.701172
	Iteration 34Q: 3 clusters Score -251147.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -251151.328125 Penalty: 2733.701172
	Iteration 35Q: 3 clusters Score -251151.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -251157.953125 Penalty: 2733.701172
	Iteration 36Q: 3 clusters Score -251158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -251163.484375 Penalty: 2733.701172
	Iteration 37Q: 3 clusters Score -251163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -251170.593750 Penalty: 2733.701172
	Iteration 38Q: 3 clusters Score -251170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -251175.843750 Penalty: 2733.701172
	Iteration 39Q: 3 clusters Score -251175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -251180.000000 Penalty: 2733.701172
	Iteration 40F: 3 clusters Score -251180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -251184.578125 Penalty: 2733.701172
	Iteration 41Q: 3 clusters Score -251184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -251188.828125 Penalty: 2733.701172
	Iteration 42Q: 3 clusters Score -251188.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -251194.796875 Penalty: 2733.701172
	Iteration 43Q: 3 clusters Score -251194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -251201.000000 Penalty: 2733.701172
	Iteration 44Q: 3 clusters Score -251201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -251207.765625 Penalty: 2733.701172
	Iteration 45Q: 3 clusters Score -251207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -251214.562500 Penalty: 2733.701172
	Iteration 46Q: 3 clusters Score -251214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -251218.156250 Penalty: 2733.701172
	Iteration 47Q: 3 clusters Score -251218.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -251221.156250 Penalty: 2733.701172
	Iteration 48Q: 3 clusters Score -251221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -251222.750000 Penalty: 2733.701172
	Iteration 49Q: 3 clusters Score -251222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -251224.859375 Penalty: 2733.701172
	Iteration 50Q: 3 clusters Score -251224.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -251227.437500 Penalty: 2733.701172
	Iteration 51Q: 3 clusters Score -251227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -251228.109375 Penalty: 2733.701172
	Iteration 52Q: 3 clusters Score -251228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -251229.109375 Penalty: 2733.701172
	Iteration 53Q: 3 clusters Score -251229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -251229.843750 Penalty: 2733.701172
	Iteration 54Q: 3 clusters Score -251229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -251229.750000 Penalty: 2733.701172
	Iteration 55Q: 3 clusters Score -251229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -251230.484375 Penalty: 2733.701172
	Iteration 56Q: 3 clusters Score -251230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -251230.484375 Penalty: 2733.701172
	Iteration 57F: 3 clusters Score -251230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -32501.406250 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -32501.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31328.804688 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -31328.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31509.160156 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -31509.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31586.312500 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -31586.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31614.628906 Penalty: 2067.984131
	Iteration 3Q: 3 clusters Score -31614.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31630.751953 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -31630.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31640.994141 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -31640.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31652.677734 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -31652.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31662.248047 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -31662.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31665.904297 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -31665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31668.230469 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -31668.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31673.724609 Penalty: 2067.984131
	Iteration 10Q: 3 clusters Score -31673.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31679.060547 Penalty: 2067.984131
	Iteration 11Q: 3 clusters Score -31679.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31681.111328 Penalty: 2067.984131
	Iteration 12Q: 3 clusters Score -31681.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31682.226562 Penalty: 2067.984131
	Iteration 13Q: 3 clusters Score -31682.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31685.011719 Penalty: 2067.984131
	Iteration 14Q: 3 clusters Score -31685.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31686.357422 Penalty: 2067.984131
	Iteration 15Q: 3 clusters Score -31686.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -31686.972656 Penalty: 2067.984131
	Iteration 16Q: 3 clusters Score -31686.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31687.806641 Penalty: 2067.984131
	Iteration 17Q: 3 clusters Score -31687.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31689.740234 Penalty: 2067.984131
	Iteration 18Q: 3 clusters Score -31689.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31690.580078 Penalty: 2067.984131
	Iteration 19Q: 3 clusters Score -31690.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31692.939453 Penalty: 2067.984131
	Iteration 20F: 3 clusters Score -31692.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31695.099609 Penalty: 2067.984131
	Iteration 21Q: 3 clusters Score -31695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31695.283203 Penalty: 2067.984131
	Iteration 22Q: 3 clusters Score -31695.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31695.283203 Penalty: 2067.984131
	Iteration 23F: 3 clusters Score -31695.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -108579.117188 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -108579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -106569.695312 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -106569.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -107002.421875 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -107002.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -107107.570312 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -107107.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -107177.796875 Penalty: 2451.563965
	Iteration 3Q: 3 clusters Score -107177.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -107224.710938 Penalty: 2451.563965
	Iteration 4Q: 3 clusters Score -107224.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -107279.296875 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -107279.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -107331.492188 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -107331.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -107385.054688 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -107385.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -107430.531250 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -107430.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -107461.601562 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -107461.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -107482.421875 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -107482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107496.640625 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -107496.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -107506.406250 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -107506.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107516.328125 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -107516.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -107519.015625 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -107519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -107521.140625 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -107521.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -107523.304688 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -107523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -107524.445312 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -107524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -107525.335938 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -107525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -107526.390625 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -107526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -107527.789062 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -107527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -107528.492188 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -107528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -107529.242188 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -107529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -107530.664062 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -107530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -107532.234375 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -107532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -107534.273438 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -107534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -107538.054688 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -107538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -107540.632812 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -107540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -107544.312500 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -107544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107548.289062 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -107548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -107551.921875 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -107551.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107553.664062 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -107553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -107555.218750 Penalty: 2451.563965
	Iteration 32Q: 3 clusters Score -107555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107555.257812 Penalty: 2451.563965
	Iteration 33Q: 3 clusters Score -107555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107555.257812 Penalty: 2451.563965
	Iteration 34F: 3 clusters Score -107555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -103734.976562 Penalty: 1222.916504
	Iteration 0F: 2 clusters Score -103735 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 965 members 
Entering Unmasked Estep 
Score: -101740.640625 Penalty: 2445.833008
	Iteration 0F: 3 clusters Score -101740.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102156.031250 Penalty: 2445.833008
	Iteration 1F: 3 clusters Score -102156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -102272.234375 Penalty: 2445.833008
	Iteration 2F: 3 clusters Score -102272.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -102334.328125 Penalty: 2445.833008
	Iteration 3Q: 3 clusters Score -102334.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -102385.531250 Penalty: 2445.833008
	Iteration 4Q: 3 clusters Score -102385.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -102421.281250 Penalty: 2445.833008
	Iteration 5Q: 3 clusters Score -102421.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -102453.976562 Penalty: 2445.833008
	Iteration 6Q: 3 clusters Score -102454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -102479.929688 Penalty: 2445.833008
	Iteration 7Q: 3 clusters Score -102479.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -102494.625000 Penalty: 2445.833008
	Iteration 8Q: 3 clusters Score -102494.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -102513.304688 Penalty: 2445.833008
	Iteration 9Q: 3 clusters Score -102513.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -102526.195312 Penalty: 2445.833008
	Iteration 10Q: 3 clusters Score -102526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -102535.539062 Penalty: 2445.833008
	Iteration 11Q: 3 clusters Score -102535.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -102542.320312 Penalty: 2445.833008
	Iteration 12Q: 3 clusters Score -102542.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -102546.273438 Penalty: 2445.833008
	Iteration 13Q: 3 clusters Score -102546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -102550.062500 Penalty: 2445.833008
	Iteration 14Q: 3 clusters Score -102550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -102556.585938 Penalty: 2445.833008
	Iteration 15Q: 3 clusters Score -102556.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -102564.429688 Penalty: 2445.833008
	Iteration 16Q: 3 clusters Score -102564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -102568.679688 Penalty: 2445.833008
	Iteration 17Q: 3 clusters Score -102568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -102572.703125 Penalty: 2445.833008
	Iteration 18Q: 3 clusters Score -102572.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -102576.242188 Penalty: 2445.833008
	Iteration 19Q: 3 clusters Score -102576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -102583.843750 Penalty: 2445.833008
	Iteration 20F: 3 clusters Score -102583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -102594.398438 Penalty: 2445.833008
	Iteration 21Q: 3 clusters Score -102594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -102605.359375 Penalty: 2445.833008
	Iteration 22Q: 3 clusters Score -102605.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -102615.164062 Penalty: 2445.833008
	Iteration 23Q: 3 clusters Score -102615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -102619.968750 Penalty: 2445.833008
	Iteration 24Q: 3 clusters Score -102620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -102624.656250 Penalty: 2445.833008
	Iteration 25Q: 3 clusters Score -102624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -102626.445312 Penalty: 2445.833008
	Iteration 26Q: 3 clusters Score -102626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -102628.132812 Penalty: 2445.833008
	Iteration 27Q: 3 clusters Score -102628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -102633.320312 Penalty: 2445.833008
	Iteration 28Q: 3 clusters Score -102633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -102634.367188 Penalty: 2445.833008
	Iteration 29Q: 3 clusters Score -102634.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -102635.171875 Penalty: 2445.833008
	Iteration 30Q: 3 clusters Score -102635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102635.773438 Penalty: 2445.833008
	Iteration 31Q: 3 clusters Score -102635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -102636.085938 Penalty: 2445.833008
	Iteration 32Q: 3 clusters Score -102636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102636.304688 Penalty: 2445.833008
	Iteration 33Q: 3 clusters Score -102636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102636.304688 Penalty: 2445.833008
	Iteration 34F: 3 clusters Score -102636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -240243.734375 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -240243.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -236863.515625 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -236863.5 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -237717.984375 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -237718 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -237851.750000 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -237851.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -237931.218750 Penalty: 2704.541016
	Iteration 3Q: 3 clusters Score -237931.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -238001.765625 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -238001.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -238058.281250 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -238058.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -238106.718750 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -238106.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -238139.781250 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -238139.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -238165.640625 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -238165.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -238195.968750 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -238196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -238224.968750 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -238225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -238257.375000 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -238257.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -238289.375000 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -238289.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -238325.828125 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -238325.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -238365.890625 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -238365.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -238411.718750 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -238411.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -238453.890625 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -238453.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -238488.500000 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -238488.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -238537.390625 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -238537.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -238584.515625 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -238584.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -238632.078125 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -238632.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -238672.984375 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -238673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -238719.203125 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -238719.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -238773.703125 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -238773.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -238824.171875 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -238824.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -238870.734375 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -238870.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -238910.250000 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -238910.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -238946.312500 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -238946.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -238978.421875 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -238978.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -239009.265625 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -239009.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -239035.000000 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -239035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -239055.640625 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -239055.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -239074.359375 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -239074.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -239089.437500 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -239089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -239098.859375 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -239098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -239101.656250 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -239101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -239104.312500 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -239104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -239106.156250 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -239106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -239106.640625 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -239106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -239110.734375 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -239110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -239112.671875 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -239112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -378226.312500 Penalty: 1422.986450
	Iteration 0F: 2 clusters Score -378226.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -373324.500000 Penalty: 2845.972900
	Iteration 0F: 3 clusters Score -373324.5 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -374825.125000 Penalty: 2845.972900
	Iteration 1F: 3 clusters Score -374825.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -375019.718750 Penalty: 2845.972900
	Iteration 2F: 3 clusters Score -375019.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -375136.500000 Penalty: 2845.972900
	Iteration 3Q: 3 clusters Score -375136.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -375224.687500 Penalty: 2845.972900
	Iteration 4Q: 3 clusters Score -375224.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -375301.218750 Penalty: 2845.972900
	Iteration 5Q: 3 clusters Score -375301.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -375372.218750 Penalty: 2845.972900
	Iteration 6Q: 3 clusters Score -375372.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -375441.875000 Penalty: 2845.972900
	Iteration 7Q: 3 clusters Score -375441.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -375508.343750 Penalty: 2845.972900
	Iteration 8Q: 3 clusters Score -375508.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -375576.125000 Penalty: 2845.972900
	Iteration 9Q: 3 clusters Score -375576.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -375663.093750 Penalty: 2845.972900
	Iteration 10Q: 3 clusters Score -375663.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -375788.468750 Penalty: 2845.972900
	Iteration 11Q: 3 clusters Score -375788.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -375917.968750 Penalty: 2845.972900
	Iteration 12Q: 3 clusters Score -375918 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376044.187500 Penalty: 2845.972900
	Iteration 13Q: 3 clusters Score -376044.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -376186.937500 Penalty: 2845.972900
	Iteration 14Q: 3 clusters Score -376186.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -376310.562500 Penalty: 2845.972900
	Iteration 15Q: 3 clusters Score -376310.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -376453.875000 Penalty: 2845.972900
	Iteration 16Q: 3 clusters Score -376453.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -376585.750000 Penalty: 2845.972900
	Iteration 17Q: 3 clusters Score -376585.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -376694.687500 Penalty: 2845.972900
	Iteration 18Q: 3 clusters Score -376694.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -376797.937500 Penalty: 2845.972900
	Iteration 19Q: 3 clusters Score -376797.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -376894.468750 Penalty: 2845.972900
	Iteration 20F: 3 clusters Score -376894.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -376975.500000 Penalty: 2845.972900
	Iteration 21Q: 3 clusters Score -376975.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -377040.437500 Penalty: 2845.972900
	Iteration 22Q: 3 clusters Score -377040.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -377083.093750 Penalty: 2845.972900
	Iteration 23Q: 3 clusters Score -377083.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -377117.906250 Penalty: 2845.972900
	Iteration 24Q: 3 clusters Score -377117.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377147.156250 Penalty: 2845.972900
	Iteration 25Q: 3 clusters Score -377147.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -377171.843750 Penalty: 2845.972900
	Iteration 26Q: 3 clusters Score -377171.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -377188.250000 Penalty: 2845.972900
	Iteration 27Q: 3 clusters Score -377188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -377199.562500 Penalty: 2845.972900
	Iteration 28Q: 3 clusters Score -377199.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -377208.906250 Penalty: 2845.972900
	Iteration 29Q: 3 clusters Score -377208.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -377221.531250 Penalty: 2845.972900
	Iteration 30Q: 3 clusters Score -377221.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -377226.937500 Penalty: 2845.972900
	Iteration 31Q: 3 clusters Score -377226.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -377231.531250 Penalty: 2845.972900
	Iteration 32Q: 3 clusters Score -377231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -377235.281250 Penalty: 2845.972900
	Iteration 33Q: 3 clusters Score -377235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -377237.781250 Penalty: 2845.972900
	Iteration 34Q: 3 clusters Score -377237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -377239.875000 Penalty: 2845.972900
	Iteration 35Q: 3 clusters Score -377239.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -377242.875000 Penalty: 2845.972900
	Iteration 36Q: 3 clusters Score -377242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -377246.562500 Penalty: 2845.972900
	Iteration 37Q: 3 clusters Score -377246.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -377248.656250 Penalty: 2845.972900
	Iteration 38Q: 3 clusters Score -377248.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -377249.937500 Penalty: 2845.972900
	Iteration 39Q: 3 clusters Score -377249.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -377252.562500 Penalty: 2845.972900
	Iteration 40F: 3 clusters Score -377252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -377252.093750 Penalty: 2845.972900
	Iteration 41Q: 3 clusters Score -377252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -377252.718750 Penalty: 2845.972900
	Iteration 42Q: 3 clusters Score -377252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -377253.750000 Penalty: 2845.972900
	Iteration 43Q: 3 clusters Score -377253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -377253.562500 Penalty: 2845.972900
	Iteration 44Q: 3 clusters Score -377253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -377254.750000 Penalty: 2845.972900
	Iteration 45Q: 3 clusters Score -377254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -377254.968750 Penalty: 2845.972900
	Iteration 46Q: 3 clusters Score -377255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -377255.187500 Penalty: 2845.972900
	Iteration 47Q: 3 clusters Score -377255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -377255.187500 Penalty: 2845.972900
	Iteration 48F: 3 clusters Score -377255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -29748.599609 Penalty: 1032.867554
	Iteration 0F: 2 clusters Score -29748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28642.507812 Penalty: 2065.735107
	Iteration 0F: 3 clusters Score -28642.51 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28816.066406 Penalty: 2065.735107
	Iteration 1F: 3 clusters Score -28816.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28862.373047 Penalty: 2065.735107
	Iteration 2F: 3 clusters Score -28862.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28890.714844 Penalty: 2065.735107
	Iteration 3Q: 3 clusters Score -28890.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28911.421875 Penalty: 2065.735107
	Iteration 4Q: 3 clusters Score -28911.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -28940.232422 Penalty: 2065.735107
	Iteration 5Q: 3 clusters Score -28940.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28974.736328 Penalty: 2065.735107
	Iteration 6Q: 3 clusters Score -28974.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29009.771484 Penalty: 2065.735107
	Iteration 7Q: 3 clusters Score -29009.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29037.824219 Penalty: 2065.735107
	Iteration 8Q: 3 clusters Score -29037.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29081.390625 Penalty: 2065.735107
	Iteration 9Q: 3 clusters Score -29081.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29135.123047 Penalty: 2065.735107
	Iteration 10Q: 3 clusters Score -29135.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29176.779297 Penalty: 2065.735107
	Iteration 11Q: 3 clusters Score -29176.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29218.261719 Penalty: 2065.735107
	Iteration 12Q: 3 clusters Score -29218.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29230.578125 Penalty: 2065.735107
	Iteration 13Q: 3 clusters Score -29230.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29245.828125 Penalty: 2065.735107
	Iteration 14Q: 3 clusters Score -29245.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29256.126953 Penalty: 2065.735107
	Iteration 15Q: 3 clusters Score -29256.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29260.740234 Penalty: 2065.735107
	Iteration 16Q: 3 clusters Score -29260.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29262.638672 Penalty: 2065.735107
	Iteration 17Q: 3 clusters Score -29262.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29262.638672 Penalty: 2065.735107
	Iteration 18F: 3 clusters Score -29262.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Entering Unmasked Estep 
Score: -729470.687500 Penalty: 1527.091064
	Iteration 0F: 2 clusters Score -729470.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -720939.250000 Penalty: 3054.182129
	Iteration 0F: 3 clusters Score -720939.2 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -723968.187500 Penalty: 3054.182129
	Iteration 1F: 3 clusters Score -723968.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -724385.625000 Penalty: 3054.182129
	Iteration 2F: 3 clusters Score -724385.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -724738.312500 Penalty: 3054.182129
	Iteration 3F: 3 clusters Score -724738.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -725044.562500 Penalty: 3054.182129
	Iteration 4F: 3 clusters Score -725044.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -725319.312500 Penalty: 3054.182129
	Iteration 5Q: 3 clusters Score -725319.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -725590.562500 Penalty: 3054.182129
	Iteration 6Q: 3 clusters Score -725590.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -725860.375000 Penalty: 3054.182129
	Iteration 7Q: 3 clusters Score -725860.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -726129.875000 Penalty: 3054.182129
	Iteration 8Q: 3 clusters Score -726129.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -726382.625000 Penalty: 3054.182129
	Iteration 9Q: 3 clusters Score -726382.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -726595.312500 Penalty: 3054.182129
	Iteration 10Q: 3 clusters Score -726595.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -726749.187500 Penalty: 3054.182129
	Iteration 11Q: 3 clusters Score -726749.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -726879.250000 Penalty: 3054.182129
	Iteration 12Q: 3 clusters Score -726879.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -726985.250000 Penalty: 3054.182129
	Iteration 13Q: 3 clusters Score -726985.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -727076.437500 Penalty: 3054.182129
	Iteration 14Q: 3 clusters Score -727076.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -727160.625000 Penalty: 3054.182129
	Iteration 15Q: 3 clusters Score -727160.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -727241.312500 Penalty: 3054.182129
	Iteration 16Q: 3 clusters Score -727241.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -727312.812500 Penalty: 3054.182129
	Iteration 17Q: 3 clusters Score -727312.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -727373.937500 Penalty: 3054.182129
	Iteration 18Q: 3 clusters Score -727373.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -727422.062500 Penalty: 3054.182129
	Iteration 19Q: 3 clusters Score -727422.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -727470.750000 Penalty: 3054.182129
	Iteration 20F: 3 clusters Score -727470.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -727511.500000 Penalty: 3054.182129
	Iteration 21Q: 3 clusters Score -727511.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -727547.062500 Penalty: 3054.182129
	Iteration 22Q: 3 clusters Score -727547.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -727583.562500 Penalty: 3054.182129
	Iteration 23Q: 3 clusters Score -727583.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -727627.750000 Penalty: 3054.182129
	Iteration 24Q: 3 clusters Score -727627.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -727671.250000 Penalty: 3054.182129
	Iteration 25Q: 3 clusters Score -727671.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -727718.625000 Penalty: 3054.182129
	Iteration 26Q: 3 clusters Score -727718.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -727764.125000 Penalty: 3054.182129
	Iteration 27Q: 3 clusters Score -727764.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -727812.687500 Penalty: 3054.182129
	Iteration 28Q: 3 clusters Score -727812.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -727867.250000 Penalty: 3054.182129
	Iteration 29Q: 3 clusters Score -727867.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -727920.687500 Penalty: 3054.182129
	Iteration 30Q: 3 clusters Score -727920.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -727976.250000 Penalty: 3054.182129
	Iteration 31Q: 3 clusters Score -727976.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -728040.500000 Penalty: 3054.182129
	Iteration 32Q: 3 clusters Score -728040.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -728098.937500 Penalty: 3054.182129
	Iteration 33Q: 3 clusters Score -728098.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -728156.937500 Penalty: 3054.182129
	Iteration 34Q: 3 clusters Score -728156.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -728202.750000 Penalty: 3054.182129
	Iteration 35Q: 3 clusters Score -728202.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -728230.875000 Penalty: 3054.182129
	Iteration 36Q: 3 clusters Score -728230.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -728252.937500 Penalty: 3054.182129
	Iteration 37Q: 3 clusters Score -728252.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -728282.125000 Penalty: 3054.182129
	Iteration 38Q: 3 clusters Score -728282.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -728296.125000 Penalty: 3054.182129
	Iteration 39Q: 3 clusters Score -728296.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -728312.000000 Penalty: 3054.182129
	Iteration 40F: 3 clusters Score -728312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -728322.687500 Penalty: 3054.182129
	Iteration 41Q: 3 clusters Score -728322.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -728333.312500 Penalty: 3054.182129
	Iteration 42Q: 3 clusters Score -728333.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -728338.000000 Penalty: 3054.182129
	Iteration 43Q: 3 clusters Score -728338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -728348.312500 Penalty: 3054.182129
	Iteration 44Q: 3 clusters Score -728348.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -728353.812500 Penalty: 3054.182129
	Iteration 45Q: 3 clusters Score -728353.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -728363.937500 Penalty: 3054.182129
	Iteration 46Q: 3 clusters Score -728363.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -728368.875000 Penalty: 3054.182129
	Iteration 47Q: 3 clusters Score -728368.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -728372.625000 Penalty: 3054.182129
	Iteration 48Q: 3 clusters Score -728372.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -728376.812500 Penalty: 3054.182129
	Iteration 49Q: 3 clusters Score -728376.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -728379.125000 Penalty: 3054.182129
	Iteration 50Q: 3 clusters Score -728379.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -728381.375000 Penalty: 3054.182129
	Iteration 51Q: 3 clusters Score -728381.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -728386.687500 Penalty: 3054.182129
	Iteration 52Q: 3 clusters Score -728386.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -728388.312500 Penalty: 3054.182129
	Iteration 53Q: 3 clusters Score -728388.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -728391.312500 Penalty: 3054.182129
	Iteration 54Q: 3 clusters Score -728391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -728390.937500 Penalty: 3054.182129
	Iteration 55Q: 3 clusters Score -728390.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -728394.250000 Penalty: 3054.182129
	Iteration 56Q: 3 clusters Score -728394.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -728396.500000 Penalty: 3054.182129
	Iteration 57Q: 3 clusters Score -728396.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -728398.875000 Penalty: 3054.182129
	Iteration 58Q: 3 clusters Score -728398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -728399.000000 Penalty: 3054.182129
	Iteration 59Q: 3 clusters Score -728399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -728403.187500 Penalty: 3054.182129
	Iteration 60F: 3 clusters Score -728403.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -728404.687500 Penalty: 3054.182129
	Iteration 61Q: 3 clusters Score -728404.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -728404.312500 Penalty: 3054.182129
	Iteration 62Q: 3 clusters Score -728404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -728407.125000 Penalty: 3054.182129
	Iteration 63Q: 3 clusters Score -728407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -728407.000000 Penalty: 3054.182129
	Iteration 64Q: 3 clusters Score -728407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -728409.000000 Penalty: 3054.182129
	Iteration 65Q: 3 clusters Score -728409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -728407.875000 Penalty: 3054.182129
	Iteration 66Q: 3 clusters Score -728407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -728408.687500 Penalty: 3054.182129
	Iteration 67Q: 3 clusters Score -728408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -728409.312500 Penalty: 3054.182129
	Iteration 68Q: 3 clusters Score -728409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -728411.250000 Penalty: 3054.182129
	Iteration 69Q: 3 clusters Score -728411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -728412.000000 Penalty: 3054.182129
	Iteration 70Q: 3 clusters Score -728412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -728411.937500 Penalty: 3054.182129
	Iteration 71Q: 3 clusters Score -728411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -728411.937500 Penalty: 3054.182129
	Iteration 72F: 3 clusters Score -728411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -180191.953125 Penalty: 1338.073730
	Iteration 0F: 2 clusters Score -180192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -177004.328125 Penalty: 2676.147461
	Iteration 0F: 3 clusters Score -177004.3 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -178014.203125 Penalty: 2676.147461
	Iteration 1F: 3 clusters Score -178014.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -178288.968750 Penalty: 2676.147461
	Iteration 2F: 3 clusters Score -178289 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -178490.625000 Penalty: 2676.147461
	Iteration 3F: 3 clusters Score -178490.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -178637.265625 Penalty: 2676.147461
	Iteration 4Q: 3 clusters Score -178637.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -178742.984375 Penalty: 2676.147461
	Iteration 5Q: 3 clusters Score -178743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -178832.656250 Penalty: 2676.147461
	Iteration 6Q: 3 clusters Score -178832.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -178899.734375 Penalty: 2676.147461
	Iteration 7Q: 3 clusters Score -178899.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -178943.578125 Penalty: 2676.147461
	Iteration 8Q: 3 clusters Score -178943.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -178971.562500 Penalty: 2676.147461
	Iteration 9Q: 3 clusters Score -178971.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -178997.015625 Penalty: 2676.147461
	Iteration 10Q: 3 clusters Score -178997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -179020.046875 Penalty: 2676.147461
	Iteration 11Q: 3 clusters Score -179020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -179038.640625 Penalty: 2676.147461
	Iteration 12Q: 3 clusters Score -179038.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -179050.453125 Penalty: 2676.147461
	Iteration 13Q: 3 clusters Score -179050.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -179058.500000 Penalty: 2676.147461
	Iteration 14Q: 3 clusters Score -179058.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -179065.843750 Penalty: 2676.147461
	Iteration 15Q: 3 clusters Score -179065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -179071.421875 Penalty: 2676.147461
	Iteration 16Q: 3 clusters Score -179071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -179076.015625 Penalty: 2676.147461
	Iteration 17Q: 3 clusters Score -179076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -179082.234375 Penalty: 2676.147461
	Iteration 18Q: 3 clusters Score -179082.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -179087.937500 Penalty: 2676.147461
	Iteration 19Q: 3 clusters Score -179087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -179091.953125 Penalty: 2676.147461
	Iteration 20F: 3 clusters Score -179092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -179097.656250 Penalty: 2676.147461
	Iteration 21Q: 3 clusters Score -179097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -179103.156250 Penalty: 2676.147461
	Iteration 22Q: 3 clusters Score -179103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -179106.609375 Penalty: 2676.147461
	Iteration 23Q: 3 clusters Score -179106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -179110.359375 Penalty: 2676.147461
	Iteration 24Q: 3 clusters Score -179110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -179115.671875 Penalty: 2676.147461
	Iteration 25Q: 3 clusters Score -179115.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -179126.046875 Penalty: 2676.147461
	Iteration 26Q: 3 clusters Score -179126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -179131.968750 Penalty: 2676.147461
	Iteration 27Q: 3 clusters Score -179132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -179146.187500 Penalty: 2676.147461
	Iteration 28Q: 3 clusters Score -179146.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -179158.812500 Penalty: 2676.147461
	Iteration 29Q: 3 clusters Score -179158.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -179169.281250 Penalty: 2676.147461
	Iteration 30Q: 3 clusters Score -179169.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -179184.953125 Penalty: 2676.147461
	Iteration 31Q: 3 clusters Score -179185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -179203.015625 Penalty: 2676.147461
	Iteration 32Q: 3 clusters Score -179203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -179216.109375 Penalty: 2676.147461
	Iteration 33Q: 3 clusters Score -179216.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -179223.421875 Penalty: 2676.147461
	Iteration 34Q: 3 clusters Score -179223.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -179228.218750 Penalty: 2676.147461
	Iteration 35Q: 3 clusters Score -179228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -179234.765625 Penalty: 2676.147461
	Iteration 36Q: 3 clusters Score -179234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -179239.156250 Penalty: 2676.147461
	Iteration 37Q: 3 clusters Score -179239.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -179241.859375 Penalty: 2676.147461
	Iteration 38Q: 3 clusters Score -179241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -179242.687500 Penalty: 2676.147461
	Iteration 39Q: 3 clusters Score -179242.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -179244.671875 Penalty: 2676.147461
	Iteration 40F: 3 clusters Score -179244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -179246.640625 Penalty: 2676.147461
	Iteration 41Q: 3 clusters Score -179246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -179250.281250 Penalty: 2676.147461
	Iteration 42Q: 3 clusters Score -179250.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -179251.546875 Penalty: 2676.147461
	Iteration 43Q: 3 clusters Score -179251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -179252.031250 Penalty: 2676.147461
	Iteration 44Q: 3 clusters Score -179252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -179252.156250 Penalty: 2676.147461
	Iteration 45Q: 3 clusters Score -179252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -179252.156250 Penalty: 2676.147461
	Iteration 46F: 3 clusters Score -179252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11818 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4112 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12058 members 
Mstep: Class 40 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705151.000000 Penalty: 80357.382812
Iteration 199Q: 41 clusters Score -1.270515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4022 members 
Mstep: Class 22 contains 8782 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11820 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1467 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4115 members 
Mstep: Class 37 contains 6354 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12047 members 
Mstep: Class 40 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705160.000000 Penalty: 80357.382812
Iteration 200F: 41 clusters Score -1.270516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2517 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 8778 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11822 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4123 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12030 members 
Mstep: Class 40 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705154.000000 Penalty: 80357.382812
Iteration 201Q: 41 clusters Score -1.270515e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26109 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3436 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 8778 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1482 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4126 members 
Mstep: Class 37 contains 6353 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12021 members 
Mstep: Class 40 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705138.000000 Penalty: 80357.382812
Iteration 202Q: 41 clusters Score -1.270514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26106 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 4020 members 
Mstep: Class 22 contains 8785 members 
Mstep: Class 23 contains 17587 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11831 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1484 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1855 members 
Mstep: Class 36 contains 4130 members 
Mstep: Class 37 contains 6349 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12013 members 
Mstep: Class 40 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705149.000000 Penalty: 80357.382812
Iteration 203Q: 41 clusters Score -1.270515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 4020 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 17586 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11831 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1487 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4133 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12011 members 
Mstep: Class 40 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705147.000000 Penalty: 80357.382812
Iteration 204Q: 41 clusters Score -1.270515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 4019 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 17586 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 11831 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1488 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4135 members 
Mstep: Class 37 contains 6347 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12007 members 
Mstep: Class 40 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705158.000000 Penalty: 80357.382812
Iteration 205Q: 41 clusters Score -1.270516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3426 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 17586 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11833 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1488 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4137 members 
Mstep: Class 37 contains 6345 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12006 members 
Mstep: Class 40 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705146.000000 Penalty: 80357.382812
Iteration 206Q: 41 clusters Score -1.270515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11386 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26112 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1488 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4141 members 
Mstep: Class 37 contains 6344 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12006 members 
Mstep: Class 40 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705149.000000 Penalty: 80357.382812
Iteration 207Q: 41 clusters Score -1.270515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11387 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26112 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1488 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4145 members 
Mstep: Class 37 contains 6344 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12005 members 
Mstep: Class 40 contains 3780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705146.000000 Penalty: 80357.382812
Iteration 208Q: 41 clusters Score -1.270515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11388 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26112 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11834 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1488 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4148 members 
Mstep: Class 37 contains 6344 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 12002 members 
Mstep: Class 40 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705153.000000 Penalty: 80357.382812
Iteration 209Q: 41 clusters Score -1.270515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26113 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11832 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1488 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4153 members 
Mstep: Class 37 contains 6341 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11998 members 
Mstep: Class 40 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705140.000000 Penalty: 80357.382812
Iteration 210Q: 41 clusters Score -1.270514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11832 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1489 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4157 members 
Mstep: Class 37 contains 6341 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11995 members 
Mstep: Class 40 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705134.000000 Penalty: 80357.382812
Iteration 211Q: 41 clusters Score -1.270513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11390 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26117 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11832 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4164 members 
Mstep: Class 37 contains 6340 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11988 members 
Mstep: Class 40 contains 3790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705133.000000 Penalty: 80357.382812
Iteration 212Q: 41 clusters Score -1.270513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26118 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8740 members 
Mstep: Class 23 contains 17582 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11831 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4171 members 
Mstep: Class 37 contains 6340 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11984 members 
Mstep: Class 40 contains 3791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705119.000000 Penalty: 80357.382812
Iteration 213Q: 41 clusters Score -1.270512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8737 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11829 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1498 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4174 members 
Mstep: Class 37 contains 6339 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11979 members 
Mstep: Class 40 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705124.000000 Penalty: 80357.382812
Iteration 214Q: 41 clusters Score -1.270512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 4015 members 
Mstep: Class 22 contains 8732 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11827 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4180 members 
Mstep: Class 37 contains 6338 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11974 members 
Mstep: Class 40 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705153.000000 Penalty: 80357.382812
Iteration 215Q: 41 clusters Score -1.270515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11824 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4184 members 
Mstep: Class 37 contains 6338 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11971 members 
Mstep: Class 40 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705164.000000 Penalty: 80357.382812
Iteration 216Q: 41 clusters Score -1.270516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11823 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4189 members 
Mstep: Class 37 contains 6338 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11968 members 
Mstep: Class 40 contains 3791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705162.000000 Penalty: 80357.382812
Iteration 217Q: 41 clusters Score -1.270516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11391 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 8721 members 
Mstep: Class 23 contains 17584 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11820 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4200 members 
Mstep: Class 37 contains 6337 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11959 members 
Mstep: Class 40 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705170.000000 Penalty: 80357.382812
Iteration 218Q: 41 clusters Score -1.270517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26139 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 17587 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4036 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11817 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4206 members 
Mstep: Class 37 contains 6337 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11959 members 
Mstep: Class 40 contains 3794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705175.000000 Penalty: 80357.382812
Iteration 219Q: 41 clusters Score -1.270518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26142 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 17586 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11814 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4211 members 
Mstep: Class 37 contains 6337 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11958 members 
Mstep: Class 40 contains 3796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705177.000000 Penalty: 80357.382812
Iteration 220F: 41 clusters Score -1.270518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26144 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 4017 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1887 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4214 members 
Mstep: Class 37 contains 6335 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11955 members 
Mstep: Class 40 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705189.000000 Penalty: 80357.382812
Iteration 221Q: 41 clusters Score -1.270519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26145 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 4016 members 
Mstep: Class 22 contains 8692 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1501 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6336 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11952 members 
Mstep: Class 40 contains 3804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705175.000000 Penalty: 80357.382812
Iteration 222Q: 41 clusters Score -1.270518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26147 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 4014 members 
Mstep: Class 22 contains 8694 members 
Mstep: Class 23 contains 17583 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1502 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11950 members 
Mstep: Class 40 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705180.000000 Penalty: 80357.382812
Iteration 223Q: 41 clusters Score -1.270518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26147 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8691 members 
Mstep: Class 23 contains 17582 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6335 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11949 members 
Mstep: Class 40 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705174.000000 Penalty: 80357.382812
Iteration 224Q: 41 clusters Score -1.270517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26147 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3429 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8695 members 
Mstep: Class 23 contains 17580 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11947 members 
Mstep: Class 40 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705192.000000 Penalty: 80357.382812
Iteration 225Q: 41 clusters Score -1.270519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8699 members 
Mstep: Class 23 contains 17578 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11816 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705206.000000 Penalty: 80357.382812
Iteration 226Q: 41 clusters Score -1.270521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705196.000000 Penalty: 80357.382812
Iteration 227Q: 41 clusters Score -1.27052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12705196.000000 Penalty: 80357.382812
Iteration 228F: 41 clusters Score -1.27052e+07 nChanged 0
Entering ConstructFrom: 
Score: -12705196.000000 Penalty: 80357.382812
Entering ConstructFrom: 
Trying to split cluster 1 (27688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Entering Unmasked Estep 
Score: -1615584.125000 Penalty: 1662.172485
	Iteration 0F: 2 clusters Score -1615584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1597010.375000 Penalty: 3324.344971
	Iteration 0F: 3 clusters Score -1597010 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1604073.750000 Penalty: 3324.344971
	Iteration 1F: 3 clusters Score -1604074 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1604690.750000 Penalty: 3324.344971
	Iteration 2F: 3 clusters Score -1604691 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1605454.875000 Penalty: 3324.344971
	Iteration 3F: 3 clusters Score -1605455 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1606420.875000 Penalty: 3324.344971
	Iteration 4F: 3 clusters Score -1606421 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1607759.750000 Penalty: 3324.344971
	Iteration 5F: 3 clusters Score -1607760 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1609090.625000 Penalty: 3324.344971
	Iteration 6F: 3 clusters Score -1609091 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1610388.000000 Penalty: 3324.344971
	Iteration 7F: 3 clusters Score -1610388 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1611783.000000 Penalty: 3324.344971
	Iteration 8F: 3 clusters Score -1611783 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1613115.000000 Penalty: 3324.344971
	Iteration 9F: 3 clusters Score -1613115 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1613973.125000 Penalty: 3324.344971
	Iteration 10Q: 3 clusters Score -1613973 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1614417.875000 Penalty: 3324.344971
	Iteration 11Q: 3 clusters Score -1614418 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1614639.375000 Penalty: 3324.344971
	Iteration 12Q: 3 clusters Score -1614639 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1614776.375000 Penalty: 3324.344971
	Iteration 13Q: 3 clusters Score -1614776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1614856.750000 Penalty: 3324.344971
	Iteration 14Q: 3 clusters Score -1614857 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1614909.250000 Penalty: 3324.344971
	Iteration 15Q: 3 clusters Score -1614909 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1614933.250000 Penalty: 3324.344971
	Iteration 16Q: 3 clusters Score -1614933 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1614968.375000 Penalty: 3324.344971
	Iteration 17Q: 3 clusters Score -1614968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1614977.250000 Penalty: 3324.344971
	Iteration 18Q: 3 clusters Score -1614977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1614986.875000 Penalty: 3324.344971
	Iteration 19Q: 3 clusters Score -1614987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1614995.750000 Penalty: 3324.344971
	Iteration 20F: 3 clusters Score -1614996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1615007.375000 Penalty: 3324.344971
	Iteration 21Q: 3 clusters Score -1615007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1615012.500000 Penalty: 3324.344971
	Iteration 22Q: 3 clusters Score -1615012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1615022.625000 Penalty: 3324.344971
	Iteration 23Q: 3 clusters Score -1615023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1615022.000000 Penalty: 3324.344971
	Iteration 24Q: 3 clusters Score -1615022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1615026.875000 Penalty: 3324.344971
	Iteration 25Q: 3 clusters Score -1615027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1615025.125000 Penalty: 3324.344971
	Iteration 26Q: 3 clusters Score -1615025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1615024.875000 Penalty: 3324.344971
	Iteration 27Q: 3 clusters Score -1615025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1615022.125000 Penalty: 3324.344971
	Iteration 28Q: 3 clusters Score -1615022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1615033.500000 Penalty: 3324.344971
	Iteration 29Q: 3 clusters Score -1615034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1615034.125000 Penalty: 3324.344971
	Iteration 30Q: 3 clusters Score -1615034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1615039.125000 Penalty: 3324.344971
	Iteration 31Q: 3 clusters Score -1615039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1615048.750000 Penalty: 3324.344971
	Iteration 32Q: 3 clusters Score -1615049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1615046.500000 Penalty: 3324.344971
	Iteration 33Q: 3 clusters Score -1615046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1615055.875000 Penalty: 3324.344971
	Iteration 34Q: 3 clusters Score -1615056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1615062.500000 Penalty: 3324.344971
	Iteration 35Q: 3 clusters Score -1615062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1615066.500000 Penalty: 3324.344971
	Iteration 36Q: 3 clusters Score -1615066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1615071.250000 Penalty: 3324.344971
	Iteration 37Q: 3 clusters Score -1615071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1615066.750000 Penalty: 3324.344971
	Iteration 38Q: 3 clusters Score -1615067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1615070.500000 Penalty: 3324.344971
	Iteration 39Q: 3 clusters Score -1615070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1615078.625000 Penalty: 3324.344971
	Iteration 40F: 3 clusters Score -1615079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1615079.500000 Penalty: 3324.344971
	Iteration 41Q: 3 clusters Score -1615080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1615078.625000 Penalty: 3324.344971
	Iteration 42Q: 3 clusters Score -1615079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1615081.125000 Penalty: 3324.344971
	Iteration 43Q: 3 clusters Score -1615081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1615083.750000 Penalty: 3324.344971
	Iteration 44Q: 3 clusters Score -1615084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1615083.625000 Penalty: 3324.344971
	Iteration 45Q: 3 clusters Score -1615084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1615080.625000 Penalty: 3324.344971
	Iteration 46Q: 3 clusters Score -1615081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1615083.625000 Penalty: 3324.344971
	Iteration 47Q: 3 clusters Score -1615084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1615088.125000 Penalty: 3324.344971
	Iteration 48Q: 3 clusters Score -1615088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1615092.250000 Penalty: 3324.344971
	Iteration 49Q: 3 clusters Score -1615092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1615097.000000 Penalty: 3324.344971
	Iteration 50Q: 3 clusters Score -1615097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1615096.000000 Penalty: 3324.344971
	Iteration 51Q: 3 clusters Score -1615096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1615099.250000 Penalty: 3324.344971
	Iteration 52Q: 3 clusters Score -1615099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1615107.500000 Penalty: 3324.344971
	Iteration 53Q: 3 clusters Score -1615108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1615109.375000 Penalty: 3324.344971
	Iteration 54Q: 3 clusters Score -1615109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1615108.875000 Penalty: 3324.344971
	Iteration 55Q: 3 clusters Score -1615109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1615109.125000 Penalty: 3324.344971
	Iteration 56Q: 3 clusters Score -1615109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1615109.125000 Penalty: 3324.344971
	Iteration 57Q: 3 clusters Score -1615109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1615108.500000 Penalty: 3324.344971
	Iteration 58Q: 3 clusters Score -1615108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1615121.625000 Penalty: 3324.344971
	Iteration 59Q: 3 clusters Score -1615122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1615124.375000 Penalty: 3324.344971
	Iteration 60F: 3 clusters Score -1615124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1615134.250000 Penalty: 3324.344971
	Iteration 61Q: 3 clusters Score -1615134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1615141.500000 Penalty: 3324.344971
	Iteration 62Q: 3 clusters Score -1615142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1615161.125000 Penalty: 3324.344971
	Iteration 63Q: 3 clusters Score -1615161 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1615169.125000 Penalty: 3324.344971
	Iteration 64Q: 3 clusters Score -1615169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1615197.250000 Penalty: 3324.344971
	Iteration 65Q: 3 clusters Score -1615197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1615219.750000 Penalty: 3324.344971
	Iteration 66Q: 3 clusters Score -1615220 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1615241.375000 Penalty: 3324.344971
	Iteration 67Q: 3 clusters Score -1615241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1615254.625000 Penalty: 3324.344971
	Iteration 68Q: 3 clusters Score -1615255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1615267.875000 Penalty: 3324.344971
	Iteration 69Q: 3 clusters Score -1615268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1615280.625000 Penalty: 3324.344971
	Iteration 70Q: 3 clusters Score -1615281 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1615284.875000 Penalty: 3324.344971
	Iteration 71Q: 3 clusters Score -1615285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1615302.750000 Penalty: 3324.344971
	Iteration 72Q: 3 clusters Score -1615303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1615304.125000 Penalty: 3324.344971
	Iteration 73Q: 3 clusters Score -1615304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1615304.250000 Penalty: 3324.344971
	Iteration 74Q: 3 clusters Score -1615304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1615311.625000 Penalty: 3324.344971
	Iteration 75Q: 3 clusters Score -1615312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1615318.250000 Penalty: 3324.344971
	Iteration 76Q: 3 clusters Score -1615318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1615321.250000 Penalty: 3324.344971
	Iteration 77Q: 3 clusters Score -1615321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1615329.250000 Penalty: 3324.344971
	Iteration 78Q: 3 clusters Score -1615329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1615330.250000 Penalty: 3324.344971
	Iteration 79Q: 3 clusters Score -1615330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1615331.500000 Penalty: 3324.344971
	Iteration 80F: 3 clusters Score -1615332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1615335.125000 Penalty: 3324.344971
	Iteration 81Q: 3 clusters Score -1615335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1615336.750000 Penalty: 3324.344971
	Iteration 82Q: 3 clusters Score -1615337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1615330.875000 Penalty: 3324.344971
	Iteration 83Q: 3 clusters Score -1615331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1615335.125000 Penalty: 3324.344971
	Iteration 84Q: 3 clusters Score -1615335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1615337.250000 Penalty: 3324.344971
	Iteration 85Q: 3 clusters Score -1615337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1615337.250000 Penalty: 3324.344971
	Iteration 86F: 3 clusters Score -1615337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -682887.750000 Penalty: 1517.858398
	Iteration 0F: 2 clusters Score -682887.8 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 5833 members 
Entering Unmasked Estep 
Score: -674788.125000 Penalty: 3035.716797
	Iteration 0F: 3 clusters Score -674788.1 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -677568.875000 Penalty: 3035.716797
	Iteration 1F: 3 clusters Score -677568.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -678028.062500 Penalty: 3035.716797
	Iteration 2F: 3 clusters Score -678028.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -678466.250000 Penalty: 3035.716797
	Iteration 3F: 3 clusters Score -678466.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -678939.687500 Penalty: 3035.716797
	Iteration 4F: 3 clusters Score -678939.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -679390.500000 Penalty: 3035.716797
	Iteration 5F: 3 clusters Score -679390.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -679760.187500 Penalty: 3035.716797
	Iteration 6Q: 3 clusters Score -679760.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -680051.875000 Penalty: 3035.716797
	Iteration 7Q: 3 clusters Score -680051.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -680299.000000 Penalty: 3035.716797
	Iteration 8Q: 3 clusters Score -680299 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -680502.812500 Penalty: 3035.716797
	Iteration 9Q: 3 clusters Score -680502.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -680689.687500 Penalty: 3035.716797
	Iteration 10Q: 3 clusters Score -680689.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -680848.437500 Penalty: 3035.716797
	Iteration 11Q: 3 clusters Score -680848.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -680964.062500 Penalty: 3035.716797
	Iteration 12Q: 3 clusters Score -680964.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -681082.250000 Penalty: 3035.716797
	Iteration 13Q: 3 clusters Score -681082.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -681164.875000 Penalty: 3035.716797
	Iteration 14Q: 3 clusters Score -681164.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -681237.437500 Penalty: 3035.716797
	Iteration 15Q: 3 clusters Score -681237.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -681291.250000 Penalty: 3035.716797
	Iteration 16Q: 3 clusters Score -681291.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -681338.000000 Penalty: 3035.716797
	Iteration 17Q: 3 clusters Score -681338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -681377.812500 Penalty: 3035.716797
	Iteration 18Q: 3 clusters Score -681377.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -681418.687500 Penalty: 3035.716797
	Iteration 19Q: 3 clusters Score -681418.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -681464.875000 Penalty: 3035.716797
	Iteration 20F: 3 clusters Score -681464.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -681493.500000 Penalty: 3035.716797
	Iteration 21Q: 3 clusters Score -681493.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -681513.750000 Penalty: 3035.716797
	Iteration 22Q: 3 clusters Score -681513.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -681533.500000 Penalty: 3035.716797
	Iteration 23Q: 3 clusters Score -681533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -681550.000000 Penalty: 3035.716797
	Iteration 24Q: 3 clusters Score -681550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -681563.125000 Penalty: 3035.716797
	Iteration 25Q: 3 clusters Score -681563.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -681571.500000 Penalty: 3035.716797
	Iteration 26Q: 3 clusters Score -681571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -681576.375000 Penalty: 3035.716797
	Iteration 27Q: 3 clusters Score -681576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -681578.812500 Penalty: 3035.716797
	Iteration 28Q: 3 clusters Score -681578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -681579.437500 Penalty: 3035.716797
	Iteration 29Q: 3 clusters Score -681579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -681581.125000 Penalty: 3035.716797
	Iteration 30Q: 3 clusters Score -681581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -681582.000000 Penalty: 3035.716797
	Iteration 31Q: 3 clusters Score -681582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -681582.000000 Penalty: 3035.716797
	Iteration 32F: 3 clusters Score -681582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -68257.960938 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -68257.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66690.492188 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -66690.49 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -66985.031250 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -66985.03 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67072.046875 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -67072.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67101.046875 Penalty: 2300.186768
	Iteration 3Q: 3 clusters Score -67101.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67117.648438 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -67117.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67128.789062 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -67128.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -67134.500000 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -67134.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -67141.500000 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -67141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -67151.062500 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -67151.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67156.796875 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -67156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67158.343750 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -67158.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -67159.875000 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -67159.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -67162.320312 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -67162.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -67162.320312 Penalty: 2300.186768
	Iteration 13F: 3 clusters Score -67162.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Entering Unmasked Estep 
Score: -1554636.625000 Penalty: 1652.860840
	Iteration 0F: 2 clusters Score -1554637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1537057.375000 Penalty: 3305.721680
	Iteration 0F: 3 clusters Score -1537057 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1543765.625000 Penalty: 3305.721680
	Iteration 1F: 3 clusters Score -1543766 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1544436.625000 Penalty: 3305.721680
	Iteration 2F: 3 clusters Score -1544437 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1545258.125000 Penalty: 3305.721680
	Iteration 3F: 3 clusters Score -1545258 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1546218.125000 Penalty: 3305.721680
	Iteration 4F: 3 clusters Score -1546218 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1547244.875000 Penalty: 3305.721680
	Iteration 5F: 3 clusters Score -1547245 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1548263.125000 Penalty: 3305.721680
	Iteration 6F: 3 clusters Score -1548263 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1549294.875000 Penalty: 3305.721680
	Iteration 7F: 3 clusters Score -1549295 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1550302.750000 Penalty: 3305.721680
	Iteration 8F: 3 clusters Score -1550303 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1551122.250000 Penalty: 3305.721680
	Iteration 9Q: 3 clusters Score -1551122 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1551731.625000 Penalty: 3305.721680
	Iteration 10Q: 3 clusters Score -1551732 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1552189.125000 Penalty: 3305.721680
	Iteration 11Q: 3 clusters Score -1552189 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1552531.250000 Penalty: 3305.721680
	Iteration 12Q: 3 clusters Score -1552531 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1552762.125000 Penalty: 3305.721680
	Iteration 13Q: 3 clusters Score -1552762 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1552933.250000 Penalty: 3305.721680
	Iteration 14Q: 3 clusters Score -1552933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1553043.375000 Penalty: 3305.721680
	Iteration 15Q: 3 clusters Score -1553043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1553097.500000 Penalty: 3305.721680
	Iteration 16Q: 3 clusters Score -1553098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1553138.625000 Penalty: 3305.721680
	Iteration 17Q: 3 clusters Score -1553139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1553171.375000 Penalty: 3305.721680
	Iteration 18Q: 3 clusters Score -1553171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1553186.875000 Penalty: 3305.721680
	Iteration 19Q: 3 clusters Score -1553187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1553199.500000 Penalty: 3305.721680
	Iteration 20F: 3 clusters Score -1553200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1553209.250000 Penalty: 3305.721680
	Iteration 21Q: 3 clusters Score -1553209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1553214.250000 Penalty: 3305.721680
	Iteration 22Q: 3 clusters Score -1553214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1553219.500000 Penalty: 3305.721680
	Iteration 23Q: 3 clusters Score -1553220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1553223.125000 Penalty: 3305.721680
	Iteration 24Q: 3 clusters Score -1553223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1553231.750000 Penalty: 3305.721680
	Iteration 25Q: 3 clusters Score -1553232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1553244.000000 Penalty: 3305.721680
	Iteration 26Q: 3 clusters Score -1553244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1553251.125000 Penalty: 3305.721680
	Iteration 27Q: 3 clusters Score -1553251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1553254.500000 Penalty: 3305.721680
	Iteration 28Q: 3 clusters Score -1553254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1553257.125000 Penalty: 3305.721680
	Iteration 29Q: 3 clusters Score -1553257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1553258.250000 Penalty: 3305.721680
	Iteration 30Q: 3 clusters Score -1553258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1553259.125000 Penalty: 3305.721680
	Iteration 31Q: 3 clusters Score -1553259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1553259.125000 Penalty: 3305.721680
	Iteration 32F: 3 clusters Score -1553259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Entering Unmasked Estep 
Score: -767144.187500 Penalty: 1542.716187
	Iteration 0F: 2 clusters Score -767144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -757881.375000 Penalty: 3085.432373
	Iteration 0F: 3 clusters Score -757881.4 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -760951.125000 Penalty: 3085.432373
	Iteration 1F: 3 clusters Score -760951.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -761210.312500 Penalty: 3085.432373
	Iteration 2F: 3 clusters Score -761210.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -761391.562500 Penalty: 3085.432373
	Iteration 3Q: 3 clusters Score -761391.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -761569.500000 Penalty: 3085.432373
	Iteration 4Q: 3 clusters Score -761569.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -761773.875000 Penalty: 3085.432373
	Iteration 5Q: 3 clusters Score -761773.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -761985.687500 Penalty: 3085.432373
	Iteration 6Q: 3 clusters Score -761985.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -762242.625000 Penalty: 3085.432373
	Iteration 7Q: 3 clusters Score -762242.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -762576.875000 Penalty: 3085.432373
	Iteration 8Q: 3 clusters Score -762576.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -762934.687500 Penalty: 3085.432373
	Iteration 9F: 3 clusters Score -762934.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -763305.125000 Penalty: 3085.432373
	Iteration 10Q: 3 clusters Score -763305.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -763632.625000 Penalty: 3085.432373
	Iteration 11Q: 3 clusters Score -763632.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -763932.375000 Penalty: 3085.432373
	Iteration 12Q: 3 clusters Score -763932.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -764218.750000 Penalty: 3085.432373
	Iteration 13Q: 3 clusters Score -764218.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -764477.000000 Penalty: 3085.432373
	Iteration 14Q: 3 clusters Score -764477 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -764715.000000 Penalty: 3085.432373
	Iteration 15Q: 3 clusters Score -764715 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -764907.187500 Penalty: 3085.432373
	Iteration 16Q: 3 clusters Score -764907.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -765056.000000 Penalty: 3085.432373
	Iteration 17Q: 3 clusters Score -765056 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -765175.000000 Penalty: 3085.432373
	Iteration 18Q: 3 clusters Score -765175 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -765278.812500 Penalty: 3085.432373
	Iteration 19Q: 3 clusters Score -765278.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -765371.687500 Penalty: 3085.432373
	Iteration 20F: 3 clusters Score -765371.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -765445.562500 Penalty: 3085.432373
	Iteration 21Q: 3 clusters Score -765445.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -765508.062500 Penalty: 3085.432373
	Iteration 22Q: 3 clusters Score -765508.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -765572.625000 Penalty: 3085.432373
	Iteration 23Q: 3 clusters Score -765572.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -765626.812500 Penalty: 3085.432373
	Iteration 24Q: 3 clusters Score -765626.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -765655.312500 Penalty: 3085.432373
	Iteration 25Q: 3 clusters Score -765655.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -765681.625000 Penalty: 3085.432373
	Iteration 26Q: 3 clusters Score -765681.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -765699.250000 Penalty: 3085.432373
	Iteration 27Q: 3 clusters Score -765699.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -765721.562500 Penalty: 3085.432373
	Iteration 28Q: 3 clusters Score -765721.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -765737.437500 Penalty: 3085.432373
	Iteration 29Q: 3 clusters Score -765737.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -765755.187500 Penalty: 3085.432373
	Iteration 30Q: 3 clusters Score -765755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -765764.812500 Penalty: 3085.432373
	Iteration 31Q: 3 clusters Score -765764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -765775.937500 Penalty: 3085.432373
	Iteration 32Q: 3 clusters Score -765775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -765782.062500 Penalty: 3085.432373
	Iteration 33Q: 3 clusters Score -765782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -765789.312500 Penalty: 3085.432373
	Iteration 34Q: 3 clusters Score -765789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -765794.937500 Penalty: 3085.432373
	Iteration 35Q: 3 clusters Score -765794.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -765802.812500 Penalty: 3085.432373
	Iteration 36Q: 3 clusters Score -765802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -765812.562500 Penalty: 3085.432373
	Iteration 37Q: 3 clusters Score -765812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -765813.312500 Penalty: 3085.432373
	Iteration 38Q: 3 clusters Score -765813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -765814.875000 Penalty: 3085.432373
	Iteration 39Q: 3 clusters Score -765814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -765816.750000 Penalty: 3085.432373
	Iteration 40F: 3 clusters Score -765816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -60982.500000 Penalty: 1126.522827
	Iteration 0F: 2 clusters Score -60982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59476.195312 Penalty: 2253.045654
	Iteration 0F: 3 clusters Score -59476.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59775.351562 Penalty: 2253.045654
	Iteration 1F: 3 clusters Score -59775.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -59870.937500 Penalty: 2253.045654
	Iteration 2F: 3 clusters Score -59870.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -59918.277344 Penalty: 2253.045654
	Iteration 3Q: 3 clusters Score -59918.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -59952.308594 Penalty: 2253.045654
	Iteration 4Q: 3 clusters Score -59952.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59973.312500 Penalty: 2253.045654
	Iteration 5Q: 3 clusters Score -59973.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59985.875000 Penalty: 2253.045654
	Iteration 6Q: 3 clusters Score -59985.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -59991.812500 Penalty: 2253.045654
	Iteration 7Q: 3 clusters Score -59991.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -59997.816406 Penalty: 2253.045654
	Iteration 8Q: 3 clusters Score -59997.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60000.863281 Penalty: 2253.045654
	Iteration 9Q: 3 clusters Score -60000.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60001.050781 Penalty: 2253.045654
	Iteration 10Q: 3 clusters Score -60001.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60001.050781 Penalty: 2253.045654
	Iteration 11F: 3 clusters Score -60001.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -331435.000000 Penalty: 1404.678955
	Iteration 0F: 2 clusters Score -331435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -327001.875000 Penalty: 2809.357910
	Iteration 0F: 3 clusters Score -327001.9 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -328438.343750 Penalty: 2809.357910
	Iteration 1F: 3 clusters Score -328438.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -328737.750000 Penalty: 2809.357910
	Iteration 2F: 3 clusters Score -328737.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -328966.156250 Penalty: 2809.357910
	Iteration 3F: 3 clusters Score -328966.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -329169.906250 Penalty: 2809.357910
	Iteration 4F: 3 clusters Score -329169.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -329314.875000 Penalty: 2809.357910
	Iteration 5Q: 3 clusters Score -329314.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -329421.031250 Penalty: 2809.357910
	Iteration 6Q: 3 clusters Score -329421 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -329511.156250 Penalty: 2809.357910
	Iteration 7Q: 3 clusters Score -329511.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -329576.906250 Penalty: 2809.357910
	Iteration 8Q: 3 clusters Score -329576.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -329630.218750 Penalty: 2809.357910
	Iteration 9Q: 3 clusters Score -329630.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -329673.562500 Penalty: 2809.357910
	Iteration 10Q: 3 clusters Score -329673.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -329718.562500 Penalty: 2809.357910
	Iteration 11Q: 3 clusters Score -329718.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -329751.968750 Penalty: 2809.357910
	Iteration 12Q: 3 clusters Score -329752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -329775.343750 Penalty: 2809.357910
	Iteration 13Q: 3 clusters Score -329775.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -329792.812500 Penalty: 2809.357910
	Iteration 14Q: 3 clusters Score -329792.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -329807.843750 Penalty: 2809.357910
	Iteration 15Q: 3 clusters Score -329807.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -329825.968750 Penalty: 2809.357910
	Iteration 16Q: 3 clusters Score -329826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -329843.125000 Penalty: 2809.357910
	Iteration 17Q: 3 clusters Score -329843.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -329857.000000 Penalty: 2809.357910
	Iteration 18Q: 3 clusters Score -329857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -329869.500000 Penalty: 2809.357910
	Iteration 19Q: 3 clusters Score -329869.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -329878.843750 Penalty: 2809.357910
	Iteration 20F: 3 clusters Score -329878.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -329883.968750 Penalty: 2809.357910
	Iteration 21Q: 3 clusters Score -329884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -329893.312500 Penalty: 2809.357910
	Iteration 22Q: 3 clusters Score -329893.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -329899.968750 Penalty: 2809.357910
	Iteration 23Q: 3 clusters Score -329900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -329908.468750 Penalty: 2809.357910
	Iteration 24Q: 3 clusters Score -329908.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -329914.687500 Penalty: 2809.357910
	Iteration 25Q: 3 clusters Score -329914.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329922.156250 Penalty: 2809.357910
	Iteration 26Q: 3 clusters Score -329922.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -329929.906250 Penalty: 2809.357910
	Iteration 27Q: 3 clusters Score -329929.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -329940.187500 Penalty: 2809.357910
	Iteration 28Q: 3 clusters Score -329940.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -329949.125000 Penalty: 2809.357910
	Iteration 29Q: 3 clusters Score -329949.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329956.875000 Penalty: 2809.357910
	Iteration 30Q: 3 clusters Score -329956.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -329968.500000 Penalty: 2809.357910
	Iteration 31Q: 3 clusters Score -329968.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -329980.625000 Penalty: 2809.357910
	Iteration 32Q: 3 clusters Score -329980.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -329996.500000 Penalty: 2809.357910
	Iteration 33Q: 3 clusters Score -329996.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -330010.843750 Penalty: 2809.357910
	Iteration 34Q: 3 clusters Score -330010.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -330020.781250 Penalty: 2809.357910
	Iteration 35Q: 3 clusters Score -330020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -330029.062500 Penalty: 2809.357910
	Iteration 36Q: 3 clusters Score -330029.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -330041.531250 Penalty: 2809.357910
	Iteration 37Q: 3 clusters Score -330041.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -330050.625000 Penalty: 2809.357910
	Iteration 38Q: 3 clusters Score -330050.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -330061.281250 Penalty: 2809.357910
	Iteration 39Q: 3 clusters Score -330061.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -330069.593750 Penalty: 2809.357910
	Iteration 40F: 3 clusters Score -330069.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -330080.843750 Penalty: 2809.357910
	Iteration 41Q: 3 clusters Score -330080.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -330087.406250 Penalty: 2809.357910
	Iteration 42Q: 3 clusters Score -330087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -330093.718750 Penalty: 2809.357910
	Iteration 43Q: 3 clusters Score -330093.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -330103.468750 Penalty: 2809.357910
	Iteration 44Q: 3 clusters Score -330103.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -330112.875000 Penalty: 2809.357910
	Iteration 45Q: 3 clusters Score -330112.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -330124.250000 Penalty: 2809.357910
	Iteration 46Q: 3 clusters Score -330124.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -330132.562500 Penalty: 2809.357910
	Iteration 47Q: 3 clusters Score -330132.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -330142.625000 Penalty: 2809.357910
	Iteration 48Q: 3 clusters Score -330142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -330147.156250 Penalty: 2809.357910
	Iteration 49Q: 3 clusters Score -330147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -330150.093750 Penalty: 2809.357910
	Iteration 50Q: 3 clusters Score -330150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -330150.625000 Penalty: 2809.357910
	Iteration 51Q: 3 clusters Score -330150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -330152.625000 Penalty: 2809.357910
	Iteration 52Q: 3 clusters Score -330152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -330153.031250 Penalty: 2809.357910
	Iteration 53Q: 3 clusters Score -330153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -330153.156250 Penalty: 2809.357910
	Iteration 54Q: 3 clusters Score -330153.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -330153.156250 Penalty: 2809.357910
	Iteration 55F: 3 clusters Score -330153.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -31333.955078 Penalty: 1093.207642
	Iteration 0F: 2 clusters Score -31333.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30028.595703 Penalty: 2186.415283
	Iteration 0F: 3 clusters Score -30028.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -30351.546875 Penalty: 2186.415283
	Iteration 1F: 3 clusters Score -30351.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30489.792969 Penalty: 2186.415283
	Iteration 2F: 3 clusters Score -30489.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -30594.605469 Penalty: 2186.415283
	Iteration 3F: 3 clusters Score -30594.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30669.351562 Penalty: 2186.415283
	Iteration 4F: 3 clusters Score -30669.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30738.203125 Penalty: 2186.415283
	Iteration 5Q: 3 clusters Score -30738.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -30782.937500 Penalty: 2186.415283
	Iteration 6Q: 3 clusters Score -30782.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30819.158203 Penalty: 2186.415283
	Iteration 7Q: 3 clusters Score -30819.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -30839.781250 Penalty: 2186.415283
	Iteration 8Q: 3 clusters Score -30839.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30852.791016 Penalty: 2186.415283
	Iteration 9Q: 3 clusters Score -30852.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -30860.494141 Penalty: 2186.415283
	Iteration 10Q: 3 clusters Score -30860.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -30863.744141 Penalty: 2186.415283
	Iteration 11Q: 3 clusters Score -30863.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -30863.744141 Penalty: 2186.415283
	Iteration 12F: 3 clusters Score -30863.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -190704.046875 Penalty: 1320.511230
	Iteration 0F: 2 clusters Score -190704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -187815.718750 Penalty: 2641.022461
	Iteration 0F: 3 clusters Score -187815.7 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -188996.578125 Penalty: 2641.022461
	Iteration 1F: 3 clusters Score -188996.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -189521.781250 Penalty: 2641.022461
	Iteration 2F: 3 clusters Score -189521.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -190056.015625 Penalty: 2641.022461
	Iteration 3F: 3 clusters Score -190056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -190477.843750 Penalty: 2641.022461
	Iteration 4F: 3 clusters Score -190477.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -190732.093750 Penalty: 2641.022461
	Iteration 5F: 3 clusters Score -190732.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -190793.578125 Penalty: 2641.022461
	Iteration 6Q: 3 clusters Score -190793.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -190822.750000 Penalty: 2641.022461
	Iteration 7Q: 3 clusters Score -190822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -190829.953125 Penalty: 2641.022461
	Iteration 8Q: 3 clusters Score -190830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -190832.390625 Penalty: 2641.022461
	Iteration 9Q: 3 clusters Score -190832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -190834.484375 Penalty: 2641.022461
	Iteration 10Q: 3 clusters Score -190834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -190835.906250 Penalty: 2641.022461
	Iteration 11Q: 3 clusters Score -190835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -190837.437500 Penalty: 2641.022461
	Iteration 12Q: 3 clusters Score -190837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -190839.390625 Penalty: 2641.022461
	Iteration 13Q: 3 clusters Score -190839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -190841.562500 Penalty: 2641.022461
	Iteration 14Q: 3 clusters Score -190841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -190843.250000 Penalty: 2641.022461
	Iteration 15Q: 3 clusters Score -190843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -190844.734375 Penalty: 2641.022461
	Iteration 16Q: 3 clusters Score -190844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -190846.203125 Penalty: 2641.022461
	Iteration 17Q: 3 clusters Score -190846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -190846.593750 Penalty: 2641.022461
	Iteration 18Q: 3 clusters Score -190846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -190847.062500 Penalty: 2641.022461
	Iteration 19Q: 3 clusters Score -190847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -190847.390625 Penalty: 2641.022461
	Iteration 20F: 3 clusters Score -190847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -190847.453125 Penalty: 2641.022461
	Iteration 21Q: 3 clusters Score -190847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -190847.453125 Penalty: 2641.022461
	Iteration 22F: 3 clusters Score -190847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Mstep: Class 41 contains 1282 members 
Entering Unmasked Estep 
Score: -12704644.000000 Penalty: 82366.320312
Splitting cluster 9 changes total score from -12705196.000000 to -12704644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -211979.515625 Penalty: 1337.512085
	Iteration 0F: 2 clusters Score -211979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -208773.343750 Penalty: 2675.024170
	Iteration 0F: 3 clusters Score -208773.3 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -209602.765625 Penalty: 2675.024170
	Iteration 1F: 3 clusters Score -209602.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -209753.703125 Penalty: 2675.024170
	Iteration 2F: 3 clusters Score -209753.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -209886.484375 Penalty: 2675.024170
	Iteration 3Q: 3 clusters Score -209886.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -209999.140625 Penalty: 2675.024170
	Iteration 4Q: 3 clusters Score -209999.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -210101.234375 Penalty: 2675.024170
	Iteration 5Q: 3 clusters Score -210101.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -210190.781250 Penalty: 2675.024170
	Iteration 6Q: 3 clusters Score -210190.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -210270.140625 Penalty: 2675.024170
	Iteration 7Q: 3 clusters Score -210270.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -210339.437500 Penalty: 2675.024170
	Iteration 8Q: 3 clusters Score -210339.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -210402.062500 Penalty: 2675.024170
	Iteration 9Q: 3 clusters Score -210402.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -210448.875000 Penalty: 2675.024170
	Iteration 10Q: 3 clusters Score -210448.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -210477.843750 Penalty: 2675.024170
	Iteration 11Q: 3 clusters Score -210477.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -210504.640625 Penalty: 2675.024170
	Iteration 12Q: 3 clusters Score -210504.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -210526.281250 Penalty: 2675.024170
	Iteration 13Q: 3 clusters Score -210526.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -210543.890625 Penalty: 2675.024170
	Iteration 14Q: 3 clusters Score -210543.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -210559.515625 Penalty: 2675.024170
	Iteration 15Q: 3 clusters Score -210559.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -210575.843750 Penalty: 2675.024170
	Iteration 16Q: 3 clusters Score -210575.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210591.843750 Penalty: 2675.024170
	Iteration 17Q: 3 clusters Score -210591.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -210602.875000 Penalty: 2675.024170
	Iteration 18Q: 3 clusters Score -210602.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -210609.687500 Penalty: 2675.024170
	Iteration 19Q: 3 clusters Score -210609.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -210620.671875 Penalty: 2675.024170
	Iteration 20F: 3 clusters Score -210620.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -210629.812500 Penalty: 2675.024170
	Iteration 21Q: 3 clusters Score -210629.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -210640.421875 Penalty: 2675.024170
	Iteration 22Q: 3 clusters Score -210640.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -210656.015625 Penalty: 2675.024170
	Iteration 23Q: 3 clusters Score -210656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -210668.765625 Penalty: 2675.024170
	Iteration 24Q: 3 clusters Score -210668.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -210685.390625 Penalty: 2675.024170
	Iteration 25Q: 3 clusters Score -210685.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -210702.343750 Penalty: 2675.024170
	Iteration 26Q: 3 clusters Score -210702.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -210719.109375 Penalty: 2675.024170
	Iteration 27Q: 3 clusters Score -210719.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210737.500000 Penalty: 2675.024170
	Iteration 28Q: 3 clusters Score -210737.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -210768.000000 Penalty: 2675.024170
	Iteration 29Q: 3 clusters Score -210768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210807.531250 Penalty: 2675.024170
	Iteration 30Q: 3 clusters Score -210807.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210855.453125 Penalty: 2675.024170
	Iteration 31Q: 3 clusters Score -210855.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210910.640625 Penalty: 2675.024170
	Iteration 32Q: 3 clusters Score -210910.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -210952.296875 Penalty: 2675.024170
	Iteration 33Q: 3 clusters Score -210952.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -210997.562500 Penalty: 2675.024170
	Iteration 34Q: 3 clusters Score -210997.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -211028.093750 Penalty: 2675.024170
	Iteration 35Q: 3 clusters Score -211028.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -211052.750000 Penalty: 2675.024170
	Iteration 36Q: 3 clusters Score -211052.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -211077.718750 Penalty: 2675.024170
	Iteration 37Q: 3 clusters Score -211077.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -211091.421875 Penalty: 2675.024170
	Iteration 38Q: 3 clusters Score -211091.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -211098.718750 Penalty: 2675.024170
	Iteration 39Q: 3 clusters Score -211098.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -211103.328125 Penalty: 2675.024170
	Iteration 40F: 3 clusters Score -211103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211110.406250 Penalty: 2675.024170
	Iteration 41Q: 3 clusters Score -211110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211119.625000 Penalty: 2675.024170
	Iteration 42Q: 3 clusters Score -211119.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -211126.484375 Penalty: 2675.024170
	Iteration 43Q: 3 clusters Score -211126.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -211133.453125 Penalty: 2675.024170
	Iteration 44Q: 3 clusters Score -211133.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211136.640625 Penalty: 2675.024170
	Iteration 45Q: 3 clusters Score -211136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -211137.843750 Penalty: 2675.024170
	Iteration 46Q: 3 clusters Score -211137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -211140.015625 Penalty: 2675.024170
	Iteration 47Q: 3 clusters Score -211140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211142.765625 Penalty: 2675.024170
	Iteration 48Q: 3 clusters Score -211142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -211143.968750 Penalty: 2675.024170
	Iteration 49Q: 3 clusters Score -211144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -211144.578125 Penalty: 2675.024170
	Iteration 50Q: 3 clusters Score -211144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -211144.656250 Penalty: 2675.024170
	Iteration 51Q: 3 clusters Score -211144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -211144.656250 Penalty: 2675.024170
	Iteration 52F: 3 clusters Score -211144.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -24407.312500 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -24407.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -23229.195312 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -23229.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23474.369141 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -23474.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23561.708984 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -23561.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23607.580078 Penalty: 2103.512451
	Iteration 3Q: 3 clusters Score -23607.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23635.607422 Penalty: 2103.512451
	Iteration 4Q: 3 clusters Score -23635.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23648.931641 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -23648.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23661.455078 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -23661.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23668.080078 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -23668.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23672.316406 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -23672.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23677.250000 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -23677.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23680.632812 Penalty: 2103.512451
	Iteration 10Q: 3 clusters Score -23680.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23687.917969 Penalty: 2103.512451
	Iteration 11Q: 3 clusters Score -23687.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23699.156250 Penalty: 2103.512451
	Iteration 12Q: 3 clusters Score -23699.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23707.044922 Penalty: 2103.512451
	Iteration 13Q: 3 clusters Score -23707.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23713.093750 Penalty: 2103.512451
	Iteration 14Q: 3 clusters Score -23713.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23722.804688 Penalty: 2103.512451
	Iteration 15Q: 3 clusters Score -23722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23732.068359 Penalty: 2103.512451
	Iteration 16Q: 3 clusters Score -23732.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23733.638672 Penalty: 2103.512451
	Iteration 17Q: 3 clusters Score -23733.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23733.638672 Penalty: 2103.512451
	Iteration 18F: 3 clusters Score -23733.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Entering Unmasked Estep 
Score: -151207.609375 Penalty: 1306.467896
	Iteration 0F: 2 clusters Score -151207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -148552.640625 Penalty: 2612.935791
	Iteration 0F: 3 clusters Score -148552.6 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -149662.906250 Penalty: 2612.935791
	Iteration 1F: 3 clusters Score -149662.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -149984.265625 Penalty: 2612.935791
	Iteration 2F: 3 clusters Score -149984.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -150198.171875 Penalty: 2612.935791
	Iteration 3F: 3 clusters Score -150198.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -150316.437500 Penalty: 2612.935791
	Iteration 4Q: 3 clusters Score -150316.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -150376.625000 Penalty: 2612.935791
	Iteration 5Q: 3 clusters Score -150376.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -150430.546875 Penalty: 2612.935791
	Iteration 6Q: 3 clusters Score -150430.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -150479.406250 Penalty: 2612.935791
	Iteration 7Q: 3 clusters Score -150479.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -150521.500000 Penalty: 2612.935791
	Iteration 8Q: 3 clusters Score -150521.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -150570.859375 Penalty: 2612.935791
	Iteration 9Q: 3 clusters Score -150570.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -150605.250000 Penalty: 2612.935791
	Iteration 10Q: 3 clusters Score -150605.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -150637.250000 Penalty: 2612.935791
	Iteration 11Q: 3 clusters Score -150637.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -150659.250000 Penalty: 2612.935791
	Iteration 12Q: 3 clusters Score -150659.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -150674.578125 Penalty: 2612.935791
	Iteration 13Q: 3 clusters Score -150674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -150691.718750 Penalty: 2612.935791
	Iteration 14Q: 3 clusters Score -150691.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -150708.796875 Penalty: 2612.935791
	Iteration 15Q: 3 clusters Score -150708.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -150721.171875 Penalty: 2612.935791
	Iteration 16Q: 3 clusters Score -150721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -150735.906250 Penalty: 2612.935791
	Iteration 17Q: 3 clusters Score -150735.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -150752.859375 Penalty: 2612.935791
	Iteration 18Q: 3 clusters Score -150752.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -150771.140625 Penalty: 2612.935791
	Iteration 19Q: 3 clusters Score -150771.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -150788.625000 Penalty: 2612.935791
	Iteration 20F: 3 clusters Score -150788.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -150799.015625 Penalty: 2612.935791
	Iteration 21Q: 3 clusters Score -150799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -150817.390625 Penalty: 2612.935791
	Iteration 22Q: 3 clusters Score -150817.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -150838.375000 Penalty: 2612.935791
	Iteration 23Q: 3 clusters Score -150838.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -150850.062500 Penalty: 2612.935791
	Iteration 24Q: 3 clusters Score -150850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -150863.984375 Penalty: 2612.935791
	Iteration 25Q: 3 clusters Score -150864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -150881.125000 Penalty: 2612.935791
	Iteration 26Q: 3 clusters Score -150881.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -150896.656250 Penalty: 2612.935791
	Iteration 27Q: 3 clusters Score -150896.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -150915.687500 Penalty: 2612.935791
	Iteration 28Q: 3 clusters Score -150915.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -150932.156250 Penalty: 2612.935791
	Iteration 29Q: 3 clusters Score -150932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -150948.609375 Penalty: 2612.935791
	Iteration 30Q: 3 clusters Score -150948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -150956.343750 Penalty: 2612.935791
	Iteration 31Q: 3 clusters Score -150956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -150962.421875 Penalty: 2612.935791
	Iteration 32Q: 3 clusters Score -150962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -150963.812500 Penalty: 2612.935791
	Iteration 33Q: 3 clusters Score -150963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -150964.390625 Penalty: 2612.935791
	Iteration 34Q: 3 clusters Score -150964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -150965.328125 Penalty: 2612.935791
	Iteration 35Q: 3 clusters Score -150965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -150967.390625 Penalty: 2612.935791
	Iteration 36Q: 3 clusters Score -150967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -150968.453125 Penalty: 2612.935791
	Iteration 37Q: 3 clusters Score -150968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -150971.359375 Penalty: 2612.935791
	Iteration 38Q: 3 clusters Score -150971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -150972.046875 Penalty: 2612.935791
	Iteration 39Q: 3 clusters Score -150972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -150972.328125 Penalty: 2612.935791
	Iteration 40F: 3 clusters Score -150972.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -109423.429688 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -109423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -107336.984375 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -107337 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -107787.968750 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -107788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -107882.679688 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -107882.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107954.398438 Penalty: 2464.555420
	Iteration 3Q: 3 clusters Score -107954.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -107999.414062 Penalty: 2464.555420
	Iteration 4Q: 3 clusters Score -107999.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108033.460938 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -108033.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -108061.945312 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -108061.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -108086.132812 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -108086.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -108109.335938 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -108109.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -108132.820312 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -108132.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -108169.976562 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -108170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -108198.375000 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -108198.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -108237.937500 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -108237.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108268.406250 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -108268.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -108295.460938 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -108295.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -108338.695312 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -108338.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -108381.406250 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -108381.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -108445.468750 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -108445.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -108542.390625 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -108542.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -108694.945312 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -108694.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -108894.023438 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -108894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -109138.664062 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -109138.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -109234.726562 Penalty: 2464.555420
	Iteration 22Q: 3 clusters Score -109234.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -109252.367188 Penalty: 2464.555420
	Iteration 23Q: 3 clusters Score -109252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -109259.132812 Penalty: 2464.555420
	Iteration 24Q: 3 clusters Score -109259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -109261.250000 Penalty: 2464.555420
	Iteration 25Q: 3 clusters Score -109261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109262.726562 Penalty: 2464.555420
	Iteration 26Q: 3 clusters Score -109262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -109268.296875 Penalty: 2464.555420
	Iteration 27Q: 3 clusters Score -109268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -109273.421875 Penalty: 2464.555420
	Iteration 28Q: 3 clusters Score -109273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109276.328125 Penalty: 2464.555420
	Iteration 29Q: 3 clusters Score -109276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -109278.335938 Penalty: 2464.555420
	Iteration 30Q: 3 clusters Score -109278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -109279.273438 Penalty: 2464.555420
	Iteration 31Q: 3 clusters Score -109279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -109279.781250 Penalty: 2464.555420
	Iteration 32Q: 3 clusters Score -109279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -109279.781250 Penalty: 2464.555420
	Iteration 33F: 3 clusters Score -109279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -201290.609375 Penalty: 1322.848633
	Iteration 0F: 2 clusters Score -201290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -198276.390625 Penalty: 2645.697266
	Iteration 0F: 3 clusters Score -198276.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -199048.578125 Penalty: 2645.697266
	Iteration 1F: 3 clusters Score -199048.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -199266.593750 Penalty: 2645.697266
	Iteration 2F: 3 clusters Score -199266.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -199461.812500 Penalty: 2645.697266
	Iteration 3F: 3 clusters Score -199461.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -199637.031250 Penalty: 2645.697266
	Iteration 4F: 3 clusters Score -199637 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -199774.968750 Penalty: 2645.697266
	Iteration 5F: 3 clusters Score -199775 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -199883.625000 Penalty: 2645.697266
	Iteration 6Q: 3 clusters Score -199883.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -199990.937500 Penalty: 2645.697266
	Iteration 7Q: 3 clusters Score -199990.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -200074.687500 Penalty: 2645.697266
	Iteration 8Q: 3 clusters Score -200074.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -200136.921875 Penalty: 2645.697266
	Iteration 9Q: 3 clusters Score -200136.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -200199.109375 Penalty: 2645.697266
	Iteration 10Q: 3 clusters Score -200199.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -200261.203125 Penalty: 2645.697266
	Iteration 11Q: 3 clusters Score -200261.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -200300.578125 Penalty: 2645.697266
	Iteration 12Q: 3 clusters Score -200300.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -200316.937500 Penalty: 2645.697266
	Iteration 13Q: 3 clusters Score -200316.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -200343.171875 Penalty: 2645.697266
	Iteration 14Q: 3 clusters Score -200343.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -200368.453125 Penalty: 2645.697266
	Iteration 15Q: 3 clusters Score -200368.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -200402.640625 Penalty: 2645.697266
	Iteration 16Q: 3 clusters Score -200402.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -200443.000000 Penalty: 2645.697266
	Iteration 17Q: 3 clusters Score -200443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -200470.140625 Penalty: 2645.697266
	Iteration 18Q: 3 clusters Score -200470.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -200502.500000 Penalty: 2645.697266
	Iteration 19Q: 3 clusters Score -200502.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -200531.843750 Penalty: 2645.697266
	Iteration 20F: 3 clusters Score -200531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -200548.953125 Penalty: 2645.697266
	Iteration 21Q: 3 clusters Score -200549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -200572.234375 Penalty: 2645.697266
	Iteration 22Q: 3 clusters Score -200572.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -200591.046875 Penalty: 2645.697266
	Iteration 23Q: 3 clusters Score -200591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -200608.796875 Penalty: 2645.697266
	Iteration 24Q: 3 clusters Score -200608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -200616.546875 Penalty: 2645.697266
	Iteration 25Q: 3 clusters Score -200616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -200623.109375 Penalty: 2645.697266
	Iteration 26Q: 3 clusters Score -200623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -200631.171875 Penalty: 2645.697266
	Iteration 27Q: 3 clusters Score -200631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -200642.718750 Penalty: 2645.697266
	Iteration 28Q: 3 clusters Score -200642.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -200649.718750 Penalty: 2645.697266
	Iteration 29Q: 3 clusters Score -200649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -200661.843750 Penalty: 2645.697266
	Iteration 30Q: 3 clusters Score -200661.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -200672.843750 Penalty: 2645.697266
	Iteration 31Q: 3 clusters Score -200672.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -200683.671875 Penalty: 2645.697266
	Iteration 32Q: 3 clusters Score -200683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -200694.343750 Penalty: 2645.697266
	Iteration 33Q: 3 clusters Score -200694.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -200703.296875 Penalty: 2645.697266
	Iteration 34Q: 3 clusters Score -200703.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -200709.781250 Penalty: 2645.697266
	Iteration 35Q: 3 clusters Score -200709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -200712.109375 Penalty: 2645.697266
	Iteration 36Q: 3 clusters Score -200712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -200713.921875 Penalty: 2645.697266
	Iteration 37Q: 3 clusters Score -200713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -200715.343750 Penalty: 2645.697266
	Iteration 38Q: 3 clusters Score -200715.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -200719.281250 Penalty: 2645.697266
	Iteration 39Q: 3 clusters Score -200719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -200720.828125 Penalty: 2645.697266
	Iteration 40F: 3 clusters Score -200720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -200724.484375 Penalty: 2645.697266
	Iteration 41Q: 3 clusters Score -200724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -200727.046875 Penalty: 2645.697266
	Iteration 42Q: 3 clusters Score -200727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -200731.328125 Penalty: 2645.697266
	Iteration 43Q: 3 clusters Score -200731.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -200737.343750 Penalty: 2645.697266
	Iteration 44Q: 3 clusters Score -200737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -200743.218750 Penalty: 2645.697266
	Iteration 45Q: 3 clusters Score -200743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -200752.703125 Penalty: 2645.697266
	Iteration 46Q: 3 clusters Score -200752.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -200757.765625 Penalty: 2645.697266
	Iteration 47Q: 3 clusters Score -200757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -200761.000000 Penalty: 2645.697266
	Iteration 48Q: 3 clusters Score -200761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -200763.328125 Penalty: 2645.697266
	Iteration 49Q: 3 clusters Score -200763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -200766.546875 Penalty: 2645.697266
	Iteration 50Q: 3 clusters Score -200766.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -200768.375000 Penalty: 2645.697266
	Iteration 51Q: 3 clusters Score -200768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -200769.796875 Penalty: 2645.697266
	Iteration 52Q: 3 clusters Score -200769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -200770.875000 Penalty: 2645.697266
	Iteration 53Q: 3 clusters Score -200770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -200771.656250 Penalty: 2645.697266
	Iteration 54Q: 3 clusters Score -200771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -200772.968750 Penalty: 2645.697266
	Iteration 55Q: 3 clusters Score -200773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -200773.562500 Penalty: 2645.697266
	Iteration 56Q: 3 clusters Score -200773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -200774.062500 Penalty: 2645.697266
	Iteration 57Q: 3 clusters Score -200774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -200773.859375 Penalty: 2645.697266
	Iteration 58Q: 3 clusters Score -200773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -200775.000000 Penalty: 2645.697266
	Iteration 59Q: 3 clusters Score -200775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -200775.000000 Penalty: 2645.697266
	Iteration 60F: 3 clusters Score -200775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -30313.193359 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -30313.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29148.392578 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -29148.39 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -29482.367188 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -29482.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29652.083984 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -29652.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29767.984375 Penalty: 2099.977051
	Iteration 3F: 3 clusters Score -29767.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29836.404297 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -29836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29875.876953 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -29875.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29897.835938 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -29897.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29924.433594 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -29924.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29959.933594 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -29959.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30016.777344 Penalty: 2099.977051
	Iteration 9Q: 3 clusters Score -30016.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30036.667969 Penalty: 2099.977051
	Iteration 10Q: 3 clusters Score -30036.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30047.521484 Penalty: 2099.977051
	Iteration 11Q: 3 clusters Score -30047.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30050.507812 Penalty: 2099.977051
	Iteration 12Q: 3 clusters Score -30050.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30051.882812 Penalty: 2099.977051
	Iteration 13Q: 3 clusters Score -30051.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30051.882812 Penalty: 2099.977051
	Iteration 14F: 3 clusters Score -30051.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -926531.562500 Penalty: 1569.741943
	Iteration 0F: 2 clusters Score -926531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -915694.125000 Penalty: 3139.483887
	Iteration 0F: 3 clusters Score -915694.1 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -919565.062500 Penalty: 3139.483887
	Iteration 1F: 3 clusters Score -919565.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -919973.312500 Penalty: 3139.483887
	Iteration 2F: 3 clusters Score -919973.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -920428.312500 Penalty: 3139.483887
	Iteration 3F: 3 clusters Score -920428.3 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -921109.562500 Penalty: 3139.483887
	Iteration 4F: 3 clusters Score -921109.6 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -922051.562500 Penalty: 3139.483887
	Iteration 5F: 3 clusters Score -922051.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -923065.937500 Penalty: 3139.483887
	Iteration 6F: 3 clusters Score -923065.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -923860.687500 Penalty: 3139.483887
	Iteration 7F: 3 clusters Score -923860.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -924352.562500 Penalty: 3139.483887
	Iteration 8Q: 3 clusters Score -924352.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -924597.750000 Penalty: 3139.483887
	Iteration 9Q: 3 clusters Score -924597.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -924754.187500 Penalty: 3139.483887
	Iteration 10Q: 3 clusters Score -924754.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -924876.937500 Penalty: 3139.483887
	Iteration 11Q: 3 clusters Score -924876.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -924956.312500 Penalty: 3139.483887
	Iteration 12Q: 3 clusters Score -924956.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -925003.375000 Penalty: 3139.483887
	Iteration 13Q: 3 clusters Score -925003.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -925044.437500 Penalty: 3139.483887
	Iteration 14Q: 3 clusters Score -925044.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -925076.312500 Penalty: 3139.483887
	Iteration 15Q: 3 clusters Score -925076.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -925106.312500 Penalty: 3139.483887
	Iteration 16Q: 3 clusters Score -925106.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -925131.687500 Penalty: 3139.483887
	Iteration 17Q: 3 clusters Score -925131.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -925150.562500 Penalty: 3139.483887
	Iteration 18Q: 3 clusters Score -925150.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -925159.875000 Penalty: 3139.483887
	Iteration 19Q: 3 clusters Score -925159.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -925167.062500 Penalty: 3139.483887
	Iteration 20F: 3 clusters Score -925167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -925169.937500 Penalty: 3139.483887
	Iteration 21Q: 3 clusters Score -925169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -925176.375000 Penalty: 3139.483887
	Iteration 22Q: 3 clusters Score -925176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -925177.000000 Penalty: 3139.483887
	Iteration 23Q: 3 clusters Score -925177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -925179.250000 Penalty: 3139.483887
	Iteration 24Q: 3 clusters Score -925179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -925179.937500 Penalty: 3139.483887
	Iteration 25Q: 3 clusters Score -925179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -925179.937500 Penalty: 3139.483887
	Iteration 26F: 3 clusters Score -925179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -154266.656250 Penalty: 1272.573242
	Iteration 0F: 2 clusters Score -154266.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -151845.484375 Penalty: 2545.146484
	Iteration 0F: 3 clusters Score -151845.5 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -152428.265625 Penalty: 2545.146484
	Iteration 1F: 3 clusters Score -152428.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -152576.328125 Penalty: 2545.146484
	Iteration 2F: 3 clusters Score -152576.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -152668.218750 Penalty: 2545.146484
	Iteration 3F: 3 clusters Score -152668.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -152735.593750 Penalty: 2545.146484
	Iteration 4Q: 3 clusters Score -152735.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -152784.937500 Penalty: 2545.146484
	Iteration 5Q: 3 clusters Score -152784.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -152822.406250 Penalty: 2545.146484
	Iteration 6Q: 3 clusters Score -152822.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -152845.640625 Penalty: 2545.146484
	Iteration 7Q: 3 clusters Score -152845.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -152863.750000 Penalty: 2545.146484
	Iteration 8Q: 3 clusters Score -152863.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -152874.031250 Penalty: 2545.146484
	Iteration 9Q: 3 clusters Score -152874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -152883.437500 Penalty: 2545.146484
	Iteration 10Q: 3 clusters Score -152883.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -152897.015625 Penalty: 2545.146484
	Iteration 11Q: 3 clusters Score -152897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -152907.234375 Penalty: 2545.146484
	Iteration 12Q: 3 clusters Score -152907.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -152918.515625 Penalty: 2545.146484
	Iteration 13Q: 3 clusters Score -152918.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -152933.312500 Penalty: 2545.146484
	Iteration 14Q: 3 clusters Score -152933.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -152953.156250 Penalty: 2545.146484
	Iteration 15Q: 3 clusters Score -152953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -152965.500000 Penalty: 2545.146484
	Iteration 16Q: 3 clusters Score -152965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -152975.703125 Penalty: 2545.146484
	Iteration 17Q: 3 clusters Score -152975.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -152984.718750 Penalty: 2545.146484
	Iteration 18Q: 3 clusters Score -152984.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -152992.125000 Penalty: 2545.146484
	Iteration 19Q: 3 clusters Score -152992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -152999.015625 Penalty: 2545.146484
	Iteration 20F: 3 clusters Score -152999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -153005.656250 Penalty: 2545.146484
	Iteration 21Q: 3 clusters Score -153005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -153014.140625 Penalty: 2545.146484
	Iteration 22Q: 3 clusters Score -153014.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -153022.093750 Penalty: 2545.146484
	Iteration 23Q: 3 clusters Score -153022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -153027.281250 Penalty: 2545.146484
	Iteration 24Q: 3 clusters Score -153027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -153031.125000 Penalty: 2545.146484
	Iteration 25Q: 3 clusters Score -153031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -153034.609375 Penalty: 2545.146484
	Iteration 26Q: 3 clusters Score -153034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -153040.078125 Penalty: 2545.146484
	Iteration 27Q: 3 clusters Score -153040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -153045.843750 Penalty: 2545.146484
	Iteration 28Q: 3 clusters Score -153045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -153050.171875 Penalty: 2545.146484
	Iteration 29Q: 3 clusters Score -153050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -153056.546875 Penalty: 2545.146484
	Iteration 30Q: 3 clusters Score -153056.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -153062.968750 Penalty: 2545.146484
	Iteration 31Q: 3 clusters Score -153063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -153066.296875 Penalty: 2545.146484
	Iteration 32Q: 3 clusters Score -153066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -153069.781250 Penalty: 2545.146484
	Iteration 33Q: 3 clusters Score -153069.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -153072.062500 Penalty: 2545.146484
	Iteration 34Q: 3 clusters Score -153072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -153072.656250 Penalty: 2545.146484
	Iteration 35Q: 3 clusters Score -153072.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -153072.656250 Penalty: 2545.146484
	Iteration 36F: 3 clusters Score -153072.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -649592.312500 Penalty: 1514.135742
	Iteration 0F: 2 clusters Score -649592.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -641707.125000 Penalty: 3028.271484
	Iteration 0F: 3 clusters Score -641707.1 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -644352.312500 Penalty: 3028.271484
	Iteration 1F: 3 clusters Score -644352.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -644706.000000 Penalty: 3028.271484
	Iteration 2F: 3 clusters Score -644706 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -645071.812500 Penalty: 3028.271484
	Iteration 3F: 3 clusters Score -645071.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -645489.625000 Penalty: 3028.271484
	Iteration 4F: 3 clusters Score -645489.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -645981.187500 Penalty: 3028.271484
	Iteration 5F: 3 clusters Score -645981.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -646537.312500 Penalty: 3028.271484
	Iteration 6F: 3 clusters Score -646537.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -647103.937500 Penalty: 3028.271484
	Iteration 7F: 3 clusters Score -647103.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -647621.875000 Penalty: 3028.271484
	Iteration 8Q: 3 clusters Score -647621.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -647969.000000 Penalty: 3028.271484
	Iteration 9Q: 3 clusters Score -647969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -648119.125000 Penalty: 3028.271484
	Iteration 10Q: 3 clusters Score -648119.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -648199.687500 Penalty: 3028.271484
	Iteration 11Q: 3 clusters Score -648199.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -648251.375000 Penalty: 3028.271484
	Iteration 12Q: 3 clusters Score -648251.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -648285.000000 Penalty: 3028.271484
	Iteration 13Q: 3 clusters Score -648285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -648309.875000 Penalty: 3028.271484
	Iteration 14Q: 3 clusters Score -648309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -648318.687500 Penalty: 3028.271484
	Iteration 15Q: 3 clusters Score -648318.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -648325.562500 Penalty: 3028.271484
	Iteration 16Q: 3 clusters Score -648325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -648328.562500 Penalty: 3028.271484
	Iteration 17Q: 3 clusters Score -648328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -648333.187500 Penalty: 3028.271484
	Iteration 18Q: 3 clusters Score -648333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -648333.937500 Penalty: 3028.271484
	Iteration 19Q: 3 clusters Score -648333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -648335.687500 Penalty: 3028.271484
	Iteration 20F: 3 clusters Score -648335.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -648342.250000 Penalty: 3028.271484
	Iteration 21Q: 3 clusters Score -648342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -648344.375000 Penalty: 3028.271484
	Iteration 22Q: 3 clusters Score -648344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -648344.375000 Penalty: 3028.271484
	Iteration 23F: 3 clusters Score -648344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -130821.398438 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -130821.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128479.539062 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -128479.5 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -128963.601562 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -128963.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -129069.460938 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -129069.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -129134.492188 Penalty: 2530.089111
	Iteration 3Q: 3 clusters Score -129134.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -129197.234375 Penalty: 2530.089111
	Iteration 4Q: 3 clusters Score -129197.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -129257.992188 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -129258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -129330.000000 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -129330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -129407.757812 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -129407.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -129478.976562 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -129479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -129545.039062 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -129545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -129591.546875 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -129591.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -129647.343750 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -129647.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -129689.937500 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -129689.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -129734.875000 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -129734.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -129767.046875 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -129767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -129790.273438 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -129790.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -129808.718750 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -129808.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -129822.906250 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -129822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -129828.734375 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -129828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -129834.031250 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -129834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -129841.476562 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -129841.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -129845.515625 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -129845.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -129846.000000 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -129846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -129846.804688 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -129846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -129846.796875 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -129846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -129847.335938 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -129847.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -129848.523438 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -129848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -129850.390625 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -129850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -129852.593750 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -129852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -129852.593750 Penalty: 2530.089111
	Iteration 29F: 3 clusters Score -129852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -142841.203125 Penalty: 1266.993042
	Iteration 0F: 2 clusters Score -142841.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -140424.046875 Penalty: 2533.986084
	Iteration 0F: 3 clusters Score -140424 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -140953.625000 Penalty: 2533.986084
	Iteration 1F: 3 clusters Score -140953.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -141107.875000 Penalty: 2533.986084
	Iteration 2F: 3 clusters Score -141107.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -141204.671875 Penalty: 2533.986084
	Iteration 3F: 3 clusters Score -141204.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -141275.796875 Penalty: 2533.986084
	Iteration 4Q: 3 clusters Score -141275.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -141327.453125 Penalty: 2533.986084
	Iteration 5Q: 3 clusters Score -141327.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -141376.062500 Penalty: 2533.986084
	Iteration 6Q: 3 clusters Score -141376.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -141432.875000 Penalty: 2533.986084
	Iteration 7Q: 3 clusters Score -141432.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -141499.312500 Penalty: 2533.986084
	Iteration 8Q: 3 clusters Score -141499.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -141549.781250 Penalty: 2533.986084
	Iteration 9Q: 3 clusters Score -141549.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -141587.109375 Penalty: 2533.986084
	Iteration 10Q: 3 clusters Score -141587.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -141613.203125 Penalty: 2533.986084
	Iteration 11Q: 3 clusters Score -141613.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -141641.000000 Penalty: 2533.986084
	Iteration 12Q: 3 clusters Score -141641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -141659.109375 Penalty: 2533.986084
	Iteration 13Q: 3 clusters Score -141659.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141675.453125 Penalty: 2533.986084
	Iteration 14Q: 3 clusters Score -141675.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -141695.281250 Penalty: 2533.986084
	Iteration 15Q: 3 clusters Score -141695.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -141709.921875 Penalty: 2533.986084
	Iteration 16Q: 3 clusters Score -141709.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -141719.687500 Penalty: 2533.986084
	Iteration 17Q: 3 clusters Score -141719.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -141727.078125 Penalty: 2533.986084
	Iteration 18Q: 3 clusters Score -141727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -141733.921875 Penalty: 2533.986084
	Iteration 19Q: 3 clusters Score -141733.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -141742.703125 Penalty: 2533.986084
	Iteration 20F: 3 clusters Score -141742.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -141754.296875 Penalty: 2533.986084
	Iteration 21Q: 3 clusters Score -141754.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -141766.750000 Penalty: 2533.986084
	Iteration 22Q: 3 clusters Score -141766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -141775.468750 Penalty: 2533.986084
	Iteration 23Q: 3 clusters Score -141775.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -141787.375000 Penalty: 2533.986084
	Iteration 24Q: 3 clusters Score -141787.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -141798.140625 Penalty: 2533.986084
	Iteration 25Q: 3 clusters Score -141798.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -141810.515625 Penalty: 2533.986084
	Iteration 26Q: 3 clusters Score -141810.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -141826.078125 Penalty: 2533.986084
	Iteration 27Q: 3 clusters Score -141826.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -141846.578125 Penalty: 2533.986084
	Iteration 28Q: 3 clusters Score -141846.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -141866.421875 Penalty: 2533.986084
	Iteration 29Q: 3 clusters Score -141866.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -141879.859375 Penalty: 2533.986084
	Iteration 30Q: 3 clusters Score -141879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -141885.828125 Penalty: 2533.986084
	Iteration 31Q: 3 clusters Score -141885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -141891.406250 Penalty: 2533.986084
	Iteration 32Q: 3 clusters Score -141891.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -141898.015625 Penalty: 2533.986084
	Iteration 33Q: 3 clusters Score -141898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -141904.265625 Penalty: 2533.986084
	Iteration 34Q: 3 clusters Score -141904.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141912.859375 Penalty: 2533.986084
	Iteration 35Q: 3 clusters Score -141912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -141923.125000 Penalty: 2533.986084
	Iteration 36Q: 3 clusters Score -141923.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -141931.765625 Penalty: 2533.986084
	Iteration 37Q: 3 clusters Score -141931.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -141944.015625 Penalty: 2533.986084
	Iteration 38Q: 3 clusters Score -141944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -141965.359375 Penalty: 2533.986084
	Iteration 39Q: 3 clusters Score -141965.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -141995.203125 Penalty: 2533.986084
	Iteration 40F: 3 clusters Score -141995.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -142038.312500 Penalty: 2533.986084
	Iteration 41Q: 3 clusters Score -142038.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -142074.062500 Penalty: 2533.986084
	Iteration 42Q: 3 clusters Score -142074.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142107.562500 Penalty: 2533.986084
	Iteration 43Q: 3 clusters Score -142107.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -142142.812500 Penalty: 2533.986084
	Iteration 44Q: 3 clusters Score -142142.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142161.640625 Penalty: 2533.986084
	Iteration 45Q: 3 clusters Score -142161.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142189.890625 Penalty: 2533.986084
	Iteration 46Q: 3 clusters Score -142189.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142208.781250 Penalty: 2533.986084
	Iteration 47Q: 3 clusters Score -142208.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -142220.781250 Penalty: 2533.986084
	Iteration 48Q: 3 clusters Score -142220.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -142229.500000 Penalty: 2533.986084
	Iteration 49Q: 3 clusters Score -142229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -142231.750000 Penalty: 2533.986084
	Iteration 50Q: 3 clusters Score -142231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142234.703125 Penalty: 2533.986084
	Iteration 51Q: 3 clusters Score -142234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142241.562500 Penalty: 2533.986084
	Iteration 52Q: 3 clusters Score -142241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142246.203125 Penalty: 2533.986084
	Iteration 53Q: 3 clusters Score -142246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142249.281250 Penalty: 2533.986084
	Iteration 54Q: 3 clusters Score -142249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142253.656250 Penalty: 2533.986084
	Iteration 55Q: 3 clusters Score -142253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142254.890625 Penalty: 2533.986084
	Iteration 56Q: 3 clusters Score -142254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142257.968750 Penalty: 2533.986084
	Iteration 57Q: 3 clusters Score -142258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142259.140625 Penalty: 2533.986084
	Iteration 58Q: 3 clusters Score -142259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142259.656250 Penalty: 2533.986084
	Iteration 59Q: 3 clusters Score -142259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142259.656250 Penalty: 2533.986084
	Iteration 60F: 3 clusters Score -142259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -233054.421875 Penalty: 1348.310425
	Iteration 0F: 2 clusters Score -233054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -229754.562500 Penalty: 2696.620850
	Iteration 0F: 3 clusters Score -229754.6 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -230785.609375 Penalty: 2696.620850
	Iteration 1F: 3 clusters Score -230785.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -231144.484375 Penalty: 2696.620850
	Iteration 2F: 3 clusters Score -231144.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -231447.312500 Penalty: 2696.620850
	Iteration 3F: 3 clusters Score -231447.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -231765.546875 Penalty: 2696.620850
	Iteration 4F: 3 clusters Score -231765.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -232135.578125 Penalty: 2696.620850
	Iteration 5F: 3 clusters Score -232135.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -232554.687500 Penalty: 2696.620850
	Iteration 6F: 3 clusters Score -232554.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -232886.875000 Penalty: 2696.620850
	Iteration 7F: 3 clusters Score -232886.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -233099.312500 Penalty: 2696.620850
	Iteration 8F: 3 clusters Score -233099.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -233168.625000 Penalty: 2696.620850
	Iteration 9Q: 3 clusters Score -233168.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -233215.078125 Penalty: 2696.620850
	Iteration 10Q: 3 clusters Score -233215.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -233246.390625 Penalty: 2696.620850
	Iteration 11Q: 3 clusters Score -233246.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -233267.015625 Penalty: 2696.620850
	Iteration 12Q: 3 clusters Score -233267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -233283.531250 Penalty: 2696.620850
	Iteration 13Q: 3 clusters Score -233283.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -233299.156250 Penalty: 2696.620850
	Iteration 14Q: 3 clusters Score -233299.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -233307.328125 Penalty: 2696.620850
	Iteration 15Q: 3 clusters Score -233307.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -233321.562500 Penalty: 2696.620850
	Iteration 16Q: 3 clusters Score -233321.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -233336.437500 Penalty: 2696.620850
	Iteration 17Q: 3 clusters Score -233336.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -233352.578125 Penalty: 2696.620850
	Iteration 18Q: 3 clusters Score -233352.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -233360.500000 Penalty: 2696.620850
	Iteration 19Q: 3 clusters Score -233360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -233365.656250 Penalty: 2696.620850
	Iteration 20F: 3 clusters Score -233365.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -233369.734375 Penalty: 2696.620850
	Iteration 21Q: 3 clusters Score -233369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -233374.890625 Penalty: 2696.620850
	Iteration 22Q: 3 clusters Score -233374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -233377.968750 Penalty: 2696.620850
	Iteration 23Q: 3 clusters Score -233378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -233380.328125 Penalty: 2696.620850
	Iteration 24Q: 3 clusters Score -233380.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -233382.640625 Penalty: 2696.620850
	Iteration 25Q: 3 clusters Score -233382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -233385.484375 Penalty: 2696.620850
	Iteration 26Q: 3 clusters Score -233385.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -233389.656250 Penalty: 2696.620850
	Iteration 27Q: 3 clusters Score -233389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -233392.718750 Penalty: 2696.620850
	Iteration 28Q: 3 clusters Score -233392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -233395.250000 Penalty: 2696.620850
	Iteration 29Q: 3 clusters Score -233395.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -233398.609375 Penalty: 2696.620850
	Iteration 30Q: 3 clusters Score -233398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -233400.625000 Penalty: 2696.620850
	Iteration 31Q: 3 clusters Score -233400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -233403.000000 Penalty: 2696.620850
	Iteration 32Q: 3 clusters Score -233403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -233404.562500 Penalty: 2696.620850
	Iteration 33Q: 3 clusters Score -233404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -233405.062500 Penalty: 2696.620850
	Iteration 34Q: 3 clusters Score -233405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -233405.765625 Penalty: 2696.620850
	Iteration 35Q: 3 clusters Score -233405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -233406.031250 Penalty: 2696.620850
	Iteration 36Q: 3 clusters Score -233406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -233406.703125 Penalty: 2696.620850
	Iteration 37Q: 3 clusters Score -233406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -233407.625000 Penalty: 2696.620850
	Iteration 38Q: 3 clusters Score -233407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -233407.812500 Penalty: 2696.620850
	Iteration 39Q: 3 clusters Score -233407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -233410.656250 Penalty: 2696.620850
	Iteration 40F: 3 clusters Score -233410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -233412.281250 Penalty: 2696.620850
	Iteration 41Q: 3 clusters Score -233412.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -233414.171875 Penalty: 2696.620850
	Iteration 42Q: 3 clusters Score -233414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -233417.453125 Penalty: 2696.620850
	Iteration 43Q: 3 clusters Score -233417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -233419.015625 Penalty: 2696.620850
	Iteration 44Q: 3 clusters Score -233419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -233418.796875 Penalty: 2696.620850
	Iteration 45Q: 3 clusters Score -233418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -233418.796875 Penalty: 2696.620850
	Iteration 46F: 3 clusters Score -233418.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Mstep: Class 41 contains 2552 members 
Entering Unmasked Estep 
Score: -12704903.000000 Penalty: 82366.320312
Splitting cluster 21 changes total score from -12705196.000000 to -12704903.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Entering Unmasked Estep 
Score: -474281.250000 Penalty: 1474.050171
	Iteration 0F: 2 clusters Score -474281.2 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 4392 members 
Entering Unmasked Estep 
Score: -467959.812500 Penalty: 2948.100342
	Iteration 0F: 3 clusters Score -467959.8 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -470040.062500 Penalty: 2948.100342
	Iteration 1F: 3 clusters Score -470040.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -470473.562500 Penalty: 2948.100342
	Iteration 2F: 3 clusters Score -470473.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -470875.531250 Penalty: 2948.100342
	Iteration 3F: 3 clusters Score -470875.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -471210.562500 Penalty: 2948.100342
	Iteration 4F: 3 clusters Score -471210.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -471465.906250 Penalty: 2948.100342
	Iteration 5F: 3 clusters Score -471465.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -471728.468750 Penalty: 2948.100342
	Iteration 6Q: 3 clusters Score -471728.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -471940.531250 Penalty: 2948.100342
	Iteration 7Q: 3 clusters Score -471940.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -472155.750000 Penalty: 2948.100342
	Iteration 8Q: 3 clusters Score -472155.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -472356.937500 Penalty: 2948.100342
	Iteration 9Q: 3 clusters Score -472356.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -472522.062500 Penalty: 2948.100342
	Iteration 10Q: 3 clusters Score -472522.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -472689.812500 Penalty: 2948.100342
	Iteration 11Q: 3 clusters Score -472689.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -472826.000000 Penalty: 2948.100342
	Iteration 12Q: 3 clusters Score -472826 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -472957.593750 Penalty: 2948.100342
	Iteration 13Q: 3 clusters Score -472957.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -473076.187500 Penalty: 2948.100342
	Iteration 14Q: 3 clusters Score -473076.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -473193.656250 Penalty: 2948.100342
	Iteration 15Q: 3 clusters Score -473193.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -473315.375000 Penalty: 2948.100342
	Iteration 16Q: 3 clusters Score -473315.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -473438.093750 Penalty: 2948.100342
	Iteration 17Q: 3 clusters Score -473438.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -473563.000000 Penalty: 2948.100342
	Iteration 18Q: 3 clusters Score -473563 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -473673.468750 Penalty: 2948.100342
	Iteration 19Q: 3 clusters Score -473673.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -473754.625000 Penalty: 2948.100342
	Iteration 20F: 3 clusters Score -473754.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -473814.843750 Penalty: 2948.100342
	Iteration 21Q: 3 clusters Score -473814.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -473868.812500 Penalty: 2948.100342
	Iteration 22Q: 3 clusters Score -473868.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -473917.656250 Penalty: 2948.100342
	Iteration 23Q: 3 clusters Score -473917.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -473945.437500 Penalty: 2948.100342
	Iteration 24Q: 3 clusters Score -473945.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -473972.781250 Penalty: 2948.100342
	Iteration 25Q: 3 clusters Score -473972.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -474004.125000 Penalty: 2948.100342
	Iteration 26Q: 3 clusters Score -474004.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -474037.250000 Penalty: 2948.100342
	Iteration 27Q: 3 clusters Score -474037.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -474061.468750 Penalty: 2948.100342
	Iteration 28Q: 3 clusters Score -474061.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -474081.562500 Penalty: 2948.100342
	Iteration 29Q: 3 clusters Score -474081.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -474099.125000 Penalty: 2948.100342
	Iteration 30Q: 3 clusters Score -474099.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -474110.906250 Penalty: 2948.100342
	Iteration 31Q: 3 clusters Score -474110.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -474126.656250 Penalty: 2948.100342
	Iteration 32Q: 3 clusters Score -474126.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -474140.812500 Penalty: 2948.100342
	Iteration 33Q: 3 clusters Score -474140.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -474152.593750 Penalty: 2948.100342
	Iteration 34Q: 3 clusters Score -474152.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -474161.625000 Penalty: 2948.100342
	Iteration 35Q: 3 clusters Score -474161.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -474174.031250 Penalty: 2948.100342
	Iteration 36Q: 3 clusters Score -474174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -474179.343750 Penalty: 2948.100342
	Iteration 37Q: 3 clusters Score -474179.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -474184.000000 Penalty: 2948.100342
	Iteration 38Q: 3 clusters Score -474184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -474189.062500 Penalty: 2948.100342
	Iteration 39Q: 3 clusters Score -474189.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -474192.593750 Penalty: 2948.100342
	Iteration 40F: 3 clusters Score -474192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -474193.250000 Penalty: 2948.100342
	Iteration 41Q: 3 clusters Score -474193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -474195.437500 Penalty: 2948.100342
	Iteration 42Q: 3 clusters Score -474195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -474196.718750 Penalty: 2948.100342
	Iteration 43Q: 3 clusters Score -474196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -474197.500000 Penalty: 2948.100342
	Iteration 44Q: 3 clusters Score -474197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -474198.750000 Penalty: 2948.100342
	Iteration 45Q: 3 clusters Score -474198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -474199.031250 Penalty: 2948.100342
	Iteration 46Q: 3 clusters Score -474199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -474199.562500 Penalty: 2948.100342
	Iteration 47Q: 3 clusters Score -474199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -474199.562500 Penalty: 2948.100342
	Iteration 48F: 3 clusters Score -474199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Entering Unmasked Estep 
Score: -1009217.187500 Penalty: 1588.331299
	Iteration 0F: 2 clusters Score -1009217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -997112.312500 Penalty: 3176.662598
	Iteration 0F: 3 clusters Score -997112.3 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1002320.125000 Penalty: 3176.662598
	Iteration 1F: 3 clusters Score -1002320 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1003775.312500 Penalty: 3176.662598
	Iteration 2F: 3 clusters Score -1003775 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1005186.750000 Penalty: 3176.662598
	Iteration 3F: 3 clusters Score -1005187 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1006192.187500 Penalty: 3176.662598
	Iteration 4F: 3 clusters Score -1006192 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1006963.187500 Penalty: 3176.662598
	Iteration 5F: 3 clusters Score -1006963 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1007531.000000 Penalty: 3176.662598
	Iteration 6Q: 3 clusters Score -1007531 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1007877.750000 Penalty: 3176.662598
	Iteration 7Q: 3 clusters Score -1007878 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1008066.062500 Penalty: 3176.662598
	Iteration 8Q: 3 clusters Score -1008066 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1008180.250000 Penalty: 3176.662598
	Iteration 9Q: 3 clusters Score -1008180 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1008248.687500 Penalty: 3176.662598
	Iteration 10Q: 3 clusters Score -1008249 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1008286.250000 Penalty: 3176.662598
	Iteration 11Q: 3 clusters Score -1008286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1008317.125000 Penalty: 3176.662598
	Iteration 12Q: 3 clusters Score -1008317 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1008343.812500 Penalty: 3176.662598
	Iteration 13Q: 3 clusters Score -1008344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1008370.312500 Penalty: 3176.662598
	Iteration 14Q: 3 clusters Score -1008370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1008390.500000 Penalty: 3176.662598
	Iteration 15Q: 3 clusters Score -1008390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1008409.375000 Penalty: 3176.662598
	Iteration 16Q: 3 clusters Score -1008409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1008428.562500 Penalty: 3176.662598
	Iteration 17Q: 3 clusters Score -1008429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1008448.562500 Penalty: 3176.662598
	Iteration 18Q: 3 clusters Score -1008449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1008476.437500 Penalty: 3176.662598
	Iteration 19Q: 3 clusters Score -1008476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1008507.250000 Penalty: 3176.662598
	Iteration 20F: 3 clusters Score -1008507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1008537.937500 Penalty: 3176.662598
	Iteration 21Q: 3 clusters Score -1008538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1008573.000000 Penalty: 3176.662598
	Iteration 22Q: 3 clusters Score -1008573 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1008619.187500 Penalty: 3176.662598
	Iteration 23Q: 3 clusters Score -1008619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1008659.375000 Penalty: 3176.662598
	Iteration 24Q: 3 clusters Score -1008659 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1008707.437500 Penalty: 3176.662598
	Iteration 25Q: 3 clusters Score -1008707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1008746.937500 Penalty: 3176.662598
	Iteration 26Q: 3 clusters Score -1008747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1008800.562500 Penalty: 3176.662598
	Iteration 27Q: 3 clusters Score -1008801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1008844.875000 Penalty: 3176.662598
	Iteration 28Q: 3 clusters Score -1008845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1008875.500000 Penalty: 3176.662598
	Iteration 29Q: 3 clusters Score -1008876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1008897.750000 Penalty: 3176.662598
	Iteration 30Q: 3 clusters Score -1008898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1008911.562500 Penalty: 3176.662598
	Iteration 31Q: 3 clusters Score -1008912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1008924.625000 Penalty: 3176.662598
	Iteration 32Q: 3 clusters Score -1008925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1008941.812500 Penalty: 3176.662598
	Iteration 33Q: 3 clusters Score -1008942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1008955.937500 Penalty: 3176.662598
	Iteration 34Q: 3 clusters Score -1008956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1008984.937500 Penalty: 3176.662598
	Iteration 35Q: 3 clusters Score -1008985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1009012.062500 Penalty: 3176.662598
	Iteration 36Q: 3 clusters Score -1009012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1009043.687500 Penalty: 3176.662598
	Iteration 37Q: 3 clusters Score -1009044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1009063.562500 Penalty: 3176.662598
	Iteration 38Q: 3 clusters Score -1009064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1009074.187500 Penalty: 3176.662598
	Iteration 39Q: 3 clusters Score -1009074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1009087.312500 Penalty: 3176.662598
	Iteration 40F: 3 clusters Score -1009087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1009100.687500 Penalty: 3176.662598
	Iteration 41Q: 3 clusters Score -1009101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1009110.062500 Penalty: 3176.662598
	Iteration 42Q: 3 clusters Score -1009110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1009119.312500 Penalty: 3176.662598
	Iteration 43Q: 3 clusters Score -1009119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1009125.937500 Penalty: 3176.662598
	Iteration 44Q: 3 clusters Score -1009126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1009131.187500 Penalty: 3176.662598
	Iteration 45Q: 3 clusters Score -1009131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1009132.187500 Penalty: 3176.662598
	Iteration 46Q: 3 clusters Score -1009132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1009137.625000 Penalty: 3176.662598
	Iteration 47Q: 3 clusters Score -1009138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1009138.687500 Penalty: 3176.662598
	Iteration 48Q: 3 clusters Score -1009139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1009140.875000 Penalty: 3176.662598
	Iteration 49Q: 3 clusters Score -1009141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1009145.625000 Penalty: 3176.662598
	Iteration 50Q: 3 clusters Score -1009146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1009148.437500 Penalty: 3176.662598
	Iteration 51Q: 3 clusters Score -1009148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1009151.875000 Penalty: 3176.662598
	Iteration 52Q: 3 clusters Score -1009152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1009155.187500 Penalty: 3176.662598
	Iteration 53Q: 3 clusters Score -1009155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1009157.250000 Penalty: 3176.662598
	Iteration 54Q: 3 clusters Score -1009157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1009158.625000 Penalty: 3176.662598
	Iteration 55Q: 3 clusters Score -1009159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1009160.062500 Penalty: 3176.662598
	Iteration 56Q: 3 clusters Score -1009160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1009159.375000 Penalty: 3176.662598
	Iteration 57Q: 3 clusters Score -1009159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1009163.187500 Penalty: 3176.662598
	Iteration 58Q: 3 clusters Score -1009163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1009165.750000 Penalty: 3176.662598
	Iteration 59Q: 3 clusters Score -1009166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1009165.562500 Penalty: 3176.662598
	Iteration 60F: 3 clusters Score -1009166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1009166.812500 Penalty: 3176.662598
	Iteration 61Q: 3 clusters Score -1009167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1009168.812500 Penalty: 3176.662598
	Iteration 62Q: 3 clusters Score -1009169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1009168.625000 Penalty: 3176.662598
	Iteration 63Q: 3 clusters Score -1009169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1009171.750000 Penalty: 3176.662598
	Iteration 64Q: 3 clusters Score -1009172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1009171.250000 Penalty: 3176.662598
	Iteration 65Q: 3 clusters Score -1009171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1009171.312500 Penalty: 3176.662598
	Iteration 66Q: 3 clusters Score -1009171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1009170.250000 Penalty: 3176.662598
	Iteration 67Q: 3 clusters Score -1009170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1009170.250000 Penalty: 3176.662598
	Iteration 68F: 3 clusters Score -1009170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -177218.890625 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -177218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -174033.515625 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -174033.5 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -174987.390625 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -174987.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -175291.234375 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -175291.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -175517.187500 Penalty: 2674.764404
	Iteration 3F: 3 clusters Score -175517.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -175666.421875 Penalty: 2674.764404
	Iteration 4F: 3 clusters Score -175666.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -175774.484375 Penalty: 2674.764404
	Iteration 5Q: 3 clusters Score -175774.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -175856.109375 Penalty: 2674.764404
	Iteration 6Q: 3 clusters Score -175856.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -175917.453125 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -175917.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -175976.765625 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -175976.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -176022.640625 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -176022.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -176055.062500 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -176055.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -176086.296875 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -176086.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -176116.046875 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -176116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -176151.531250 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -176151.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -176195.312500 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -176195.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -176230.671875 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -176230.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -176260.031250 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -176260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -176285.171875 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -176285.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -176319.703125 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -176319.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -176353.312500 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -176353.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -176394.921875 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -176394.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -176448.343750 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -176448.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -176505.000000 Penalty: 2674.764404
	Iteration 22Q: 3 clusters Score -176505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -176597.625000 Penalty: 2674.764404
	Iteration 23Q: 3 clusters Score -176597.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -176707.609375 Penalty: 2674.764404
	Iteration 24Q: 3 clusters Score -176707.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -176835.984375 Penalty: 2674.764404
	Iteration 25Q: 3 clusters Score -176836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -176974.218750 Penalty: 2674.764404
	Iteration 26Q: 3 clusters Score -176974.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -177100.406250 Penalty: 2674.764404
	Iteration 27Q: 3 clusters Score -177100.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -177216.609375 Penalty: 2674.764404
	Iteration 28Q: 3 clusters Score -177216.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -177305.453125 Penalty: 2674.764404
	Iteration 29Q: 3 clusters Score -177305.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -177369.500000 Penalty: 2674.764404
	Iteration 30Q: 3 clusters Score -177369.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -177417.218750 Penalty: 2674.764404
	Iteration 31Q: 3 clusters Score -177417.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -177439.734375 Penalty: 2674.764404
	Iteration 32Q: 3 clusters Score -177439.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -177447.437500 Penalty: 2674.764404
	Iteration 33Q: 3 clusters Score -177447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -177449.937500 Penalty: 2674.764404
	Iteration 34Q: 3 clusters Score -177449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -177451.000000 Penalty: 2674.764404
	Iteration 35Q: 3 clusters Score -177451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -177451.484375 Penalty: 2674.764404
	Iteration 36Q: 3 clusters Score -177451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -177451.484375 Penalty: 2674.764404
	Iteration 37F: 3 clusters Score -177451.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Mstep: Class 41 contains 2148 members 
Entering Unmasked Estep 
Score: -12704755.000000 Penalty: 82366.320312
Splitting cluster 24 changes total score from -12705196.000000 to -12704755.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -235344.484375 Penalty: 1349.118286
	Iteration 0F: 2 clusters Score -235344.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -231970.390625 Penalty: 2698.236572
	Iteration 0F: 3 clusters Score -231970.4 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -232896.984375 Penalty: 2698.236572
	Iteration 1F: 3 clusters Score -232897 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -233086.734375 Penalty: 2698.236572
	Iteration 2F: 3 clusters Score -233086.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -233252.812500 Penalty: 2698.236572
	Iteration 3F: 3 clusters Score -233252.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -233530.937500 Penalty: 2698.236572
	Iteration 4F: 3 clusters Score -233530.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -233932.796875 Penalty: 2698.236572
	Iteration 5F: 3 clusters Score -233932.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -234442.921875 Penalty: 2698.236572
	Iteration 6F: 3 clusters Score -234442.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -234962.578125 Penalty: 2698.236572
	Iteration 7F: 3 clusters Score -234962.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -235270.453125 Penalty: 2698.236572
	Iteration 8F: 3 clusters Score -235270.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -235447.906250 Penalty: 2698.236572
	Iteration 9Q: 3 clusters Score -235447.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -235550.406250 Penalty: 2698.236572
	Iteration 10Q: 3 clusters Score -235550.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -235607.312500 Penalty: 2698.236572
	Iteration 11Q: 3 clusters Score -235607.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -235640.421875 Penalty: 2698.236572
	Iteration 12Q: 3 clusters Score -235640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -235664.453125 Penalty: 2698.236572
	Iteration 13Q: 3 clusters Score -235664.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -235684.156250 Penalty: 2698.236572
	Iteration 14Q: 3 clusters Score -235684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -235689.843750 Penalty: 2698.236572
	Iteration 15Q: 3 clusters Score -235689.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -235695.937500 Penalty: 2698.236572
	Iteration 16Q: 3 clusters Score -235695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -235700.140625 Penalty: 2698.236572
	Iteration 17Q: 3 clusters Score -235700.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -235703.781250 Penalty: 2698.236572
	Iteration 18Q: 3 clusters Score -235703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -235706.359375 Penalty: 2698.236572
	Iteration 19Q: 3 clusters Score -235706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -235706.796875 Penalty: 2698.236572
	Iteration 20F: 3 clusters Score -235706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -235707.703125 Penalty: 2698.236572
	Iteration 21Q: 3 clusters Score -235707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -235707.546875 Penalty: 2698.236572
	Iteration 22Q: 3 clusters Score -235707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -235707.546875 Penalty: 2698.236572
	Iteration 23F: 3 clusters Score -235707.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 2762 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 1076 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Mstep: Class 41 contains 1271 members 
Entering Unmasked Estep 
Score: -12704879.000000 Penalty: 82366.320312
Splitting cluster 25 changes total score from -12705196.000000 to -12704879.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -331637.250000 Penalty: 1411.983276
	Iteration 0F: 2 clusters Score -331637.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -327050.656250 Penalty: 2823.966553
	Iteration 0F: 3 clusters Score -327050.7 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -328463.125000 Penalty: 2823.966553
	Iteration 1F: 3 clusters Score -328463.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -328769.843750 Penalty: 2823.966553
	Iteration 2F: 3 clusters Score -328769.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -329037.937500 Penalty: 2823.966553
	Iteration 3F: 3 clusters Score -329037.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -329254.687500 Penalty: 2823.966553
	Iteration 4F: 3 clusters Score -329254.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -329420.843750 Penalty: 2823.966553
	Iteration 5Q: 3 clusters Score -329420.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -329580.156250 Penalty: 2823.966553
	Iteration 6Q: 3 clusters Score -329580.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -329739.843750 Penalty: 2823.966553
	Iteration 7Q: 3 clusters Score -329739.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -329890.312500 Penalty: 2823.966553
	Iteration 8Q: 3 clusters Score -329890.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -330027.875000 Penalty: 2823.966553
	Iteration 9Q: 3 clusters Score -330027.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -330121.281250 Penalty: 2823.966553
	Iteration 10Q: 3 clusters Score -330121.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -330202.125000 Penalty: 2823.966553
	Iteration 11Q: 3 clusters Score -330202.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -330266.218750 Penalty: 2823.966553
	Iteration 12Q: 3 clusters Score -330266.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -330306.406250 Penalty: 2823.966553
	Iteration 13Q: 3 clusters Score -330306.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -330349.062500 Penalty: 2823.966553
	Iteration 14Q: 3 clusters Score -330349.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -330387.500000 Penalty: 2823.966553
	Iteration 15Q: 3 clusters Score -330387.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -330418.375000 Penalty: 2823.966553
	Iteration 16Q: 3 clusters Score -330418.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -330436.625000 Penalty: 2823.966553
	Iteration 17Q: 3 clusters Score -330436.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -330446.031250 Penalty: 2823.966553
	Iteration 18Q: 3 clusters Score -330446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -330452.312500 Penalty: 2823.966553
	Iteration 19Q: 3 clusters Score -330452.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -330458.187500 Penalty: 2823.966553
	Iteration 20F: 3 clusters Score -330458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -330463.281250 Penalty: 2823.966553
	Iteration 21Q: 3 clusters Score -330463.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -330467.750000 Penalty: 2823.966553
	Iteration 22Q: 3 clusters Score -330467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -330473.187500 Penalty: 2823.966553
	Iteration 23Q: 3 clusters Score -330473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -330477.156250 Penalty: 2823.966553
	Iteration 24Q: 3 clusters Score -330477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -330478.250000 Penalty: 2823.966553
	Iteration 25Q: 3 clusters Score -330478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -330480.750000 Penalty: 2823.966553
	Iteration 26Q: 3 clusters Score -330480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -330482.125000 Penalty: 2823.966553
	Iteration 27Q: 3 clusters Score -330482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -330482.812500 Penalty: 2823.966553
	Iteration 28Q: 3 clusters Score -330482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -330483.031250 Penalty: 2823.966553
	Iteration 29Q: 3 clusters Score -330483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -330483.031250 Penalty: 2823.966553
	Iteration 30F: 3 clusters Score -330483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11192.831055 Penalty: 880.116333
	Iteration 0F: 2 clusters Score -11192.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10416.589844 Penalty: 1760.232666
	Iteration 0F: 3 clusters Score -10416.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10468.793945 Penalty: 1760.232666
	Iteration 1F: 3 clusters Score -10468.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10493.500000 Penalty: 1760.232666
	Iteration 2Q: 3 clusters Score -10493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10504.791992 Penalty: 1760.232666
	Iteration 3Q: 3 clusters Score -10504.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10513.703125 Penalty: 1760.232666
	Iteration 4Q: 3 clusters Score -10513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -10514.921875 Penalty: 1760.232666
	Iteration 5Q: 3 clusters Score -10514.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10517.273438 Penalty: 1760.232666
	Iteration 6Q: 3 clusters Score -10517.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10517.273438 Penalty: 1760.232666
	Iteration 7F: 3 clusters Score -10517.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Entering Unmasked Estep 
Score: -70044.453125 Penalty: 1159.160645
	Iteration 0F: 2 clusters Score -70044.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68436.109375 Penalty: 2318.321289
	Iteration 0F: 3 clusters Score -68436.11 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -68844.968750 Penalty: 2318.321289
	Iteration 1F: 3 clusters Score -68844.97 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68980.679688 Penalty: 2318.321289
	Iteration 2F: 3 clusters Score -68980.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69043.773438 Penalty: 2318.321289
	Iteration 3Q: 3 clusters Score -69043.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -69082.609375 Penalty: 2318.321289
	Iteration 4Q: 3 clusters Score -69082.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -69112.703125 Penalty: 2318.321289
	Iteration 5Q: 3 clusters Score -69112.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -69131.976562 Penalty: 2318.321289
	Iteration 6Q: 3 clusters Score -69131.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -69150.164062 Penalty: 2318.321289
	Iteration 7Q: 3 clusters Score -69150.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -69163.523438 Penalty: 2318.321289
	Iteration 8Q: 3 clusters Score -69163.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -69174.609375 Penalty: 2318.321289
	Iteration 9Q: 3 clusters Score -69174.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -69185.539062 Penalty: 2318.321289
	Iteration 10Q: 3 clusters Score -69185.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -69189.671875 Penalty: 2318.321289
	Iteration 11Q: 3 clusters Score -69189.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -69194.484375 Penalty: 2318.321289
	Iteration 12Q: 3 clusters Score -69194.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -69197.867188 Penalty: 2318.321289
	Iteration 13Q: 3 clusters Score -69197.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -69200.242188 Penalty: 2318.321289
	Iteration 14Q: 3 clusters Score -69200.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -69207.242188 Penalty: 2318.321289
	Iteration 15Q: 3 clusters Score -69207.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -69213.023438 Penalty: 2318.321289
	Iteration 16Q: 3 clusters Score -69213.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -69217.125000 Penalty: 2318.321289
	Iteration 17Q: 3 clusters Score -69217.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -69227.257812 Penalty: 2318.321289
	Iteration 18Q: 3 clusters Score -69227.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -69233.171875 Penalty: 2318.321289
	Iteration 19Q: 3 clusters Score -69233.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -69238.007812 Penalty: 2318.321289
	Iteration 20F: 3 clusters Score -69238.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -69240.375000 Penalty: 2318.321289
	Iteration 21Q: 3 clusters Score -69240.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -69244.375000 Penalty: 2318.321289
	Iteration 22Q: 3 clusters Score -69244.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -69247.445312 Penalty: 2318.321289
	Iteration 23Q: 3 clusters Score -69247.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -69250.453125 Penalty: 2318.321289
	Iteration 24Q: 3 clusters Score -69250.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69254.773438 Penalty: 2318.321289
	Iteration 25Q: 3 clusters Score -69254.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -69259.281250 Penalty: 2318.321289
	Iteration 26Q: 3 clusters Score -69259.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -69260.703125 Penalty: 2318.321289
	Iteration 27Q: 3 clusters Score -69260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -69264.460938 Penalty: 2318.321289
	Iteration 28Q: 3 clusters Score -69264.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -69270.070312 Penalty: 2318.321289
	Iteration 29Q: 3 clusters Score -69270.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -69271.500000 Penalty: 2318.321289
	Iteration 30Q: 3 clusters Score -69271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -69272.210938 Penalty: 2318.321289
	Iteration 31Q: 3 clusters Score -69272.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -69274.007812 Penalty: 2318.321289
	Iteration 32Q: 3 clusters Score -69274.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -69276.164062 Penalty: 2318.321289
	Iteration 33Q: 3 clusters Score -69276.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -69277.976562 Penalty: 2318.321289
	Iteration 34Q: 3 clusters Score -69277.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -69277.976562 Penalty: 2318.321289
	Iteration 35F: 3 clusters Score -69277.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Entering Unmasked Estep 
Score: -703134.312500 Penalty: 1523.782837
	Iteration 0F: 2 clusters Score -703134.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -694898.437500 Penalty: 3047.565674
	Iteration 0F: 3 clusters Score -694898.4 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -697938.562500 Penalty: 3047.565674
	Iteration 1F: 3 clusters Score -697938.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -698413.625000 Penalty: 3047.565674
	Iteration 2F: 3 clusters Score -698413.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -698930.500000 Penalty: 3047.565674
	Iteration 3F: 3 clusters Score -698930.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -699448.687500 Penalty: 3047.565674
	Iteration 4F: 3 clusters Score -699448.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -699993.687500 Penalty: 3047.565674
	Iteration 5F: 3 clusters Score -699993.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -700516.562500 Penalty: 3047.565674
	Iteration 6F: 3 clusters Score -700516.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -700987.500000 Penalty: 3047.565674
	Iteration 7F: 3 clusters Score -700987.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -701282.562500 Penalty: 3047.565674
	Iteration 8Q: 3 clusters Score -701282.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -701451.875000 Penalty: 3047.565674
	Iteration 9Q: 3 clusters Score -701451.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -701540.125000 Penalty: 3047.565674
	Iteration 10Q: 3 clusters Score -701540.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -701606.500000 Penalty: 3047.565674
	Iteration 11Q: 3 clusters Score -701606.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -701665.062500 Penalty: 3047.565674
	Iteration 12Q: 3 clusters Score -701665.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -701714.000000 Penalty: 3047.565674
	Iteration 13Q: 3 clusters Score -701714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -701754.750000 Penalty: 3047.565674
	Iteration 14Q: 3 clusters Score -701754.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -701785.687500 Penalty: 3047.565674
	Iteration 15Q: 3 clusters Score -701785.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -701803.687500 Penalty: 3047.565674
	Iteration 16Q: 3 clusters Score -701803.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -701823.312500 Penalty: 3047.565674
	Iteration 17Q: 3 clusters Score -701823.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -701843.062500 Penalty: 3047.565674
	Iteration 18Q: 3 clusters Score -701843.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -701859.875000 Penalty: 3047.565674
	Iteration 19Q: 3 clusters Score -701859.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -701876.937500 Penalty: 3047.565674
	Iteration 20F: 3 clusters Score -701876.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -701887.062500 Penalty: 3047.565674
	Iteration 21Q: 3 clusters Score -701887.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -701900.250000 Penalty: 3047.565674
	Iteration 22Q: 3 clusters Score -701900.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -701911.312500 Penalty: 3047.565674
	Iteration 23Q: 3 clusters Score -701911.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -701920.937500 Penalty: 3047.565674
	Iteration 24Q: 3 clusters Score -701920.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -701932.812500 Penalty: 3047.565674
	Iteration 25Q: 3 clusters Score -701932.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -701943.625000 Penalty: 3047.565674
	Iteration 26Q: 3 clusters Score -701943.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -701956.812500 Penalty: 3047.565674
	Iteration 27Q: 3 clusters Score -701956.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -701968.125000 Penalty: 3047.565674
	Iteration 28Q: 3 clusters Score -701968.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -701976.437500 Penalty: 3047.565674
	Iteration 29Q: 3 clusters Score -701976.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -701985.250000 Penalty: 3047.565674
	Iteration 30Q: 3 clusters Score -701985.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -701995.062500 Penalty: 3047.565674
	Iteration 31Q: 3 clusters Score -701995.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -702006.625000 Penalty: 3047.565674
	Iteration 32Q: 3 clusters Score -702006.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -702014.750000 Penalty: 3047.565674
	Iteration 33Q: 3 clusters Score -702014.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -702026.187500 Penalty: 3047.565674
	Iteration 34Q: 3 clusters Score -702026.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -702029.500000 Penalty: 3047.565674
	Iteration 35Q: 3 clusters Score -702029.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -702036.375000 Penalty: 3047.565674
	Iteration 36Q: 3 clusters Score -702036.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -702040.437500 Penalty: 3047.565674
	Iteration 37Q: 3 clusters Score -702040.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -702041.062500 Penalty: 3047.565674
	Iteration 38Q: 3 clusters Score -702041.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -702044.937500 Penalty: 3047.565674
	Iteration 39Q: 3 clusters Score -702044.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -702049.312500 Penalty: 3047.565674
	Iteration 40F: 3 clusters Score -702049.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -702052.500000 Penalty: 3047.565674
	Iteration 41Q: 3 clusters Score -702052.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -702052.625000 Penalty: 3047.565674
	Iteration 42Q: 3 clusters Score -702052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -702052.062500 Penalty: 3047.565674
	Iteration 43Q: 3 clusters Score -702052.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -702055.000000 Penalty: 3047.565674
	Iteration 44Q: 3 clusters Score -702055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -702054.500000 Penalty: 3047.565674
	Iteration 45Q: 3 clusters Score -702054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -702057.062500 Penalty: 3047.565674
	Iteration 46Q: 3 clusters Score -702057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -702058.062500 Penalty: 3047.565674
	Iteration 47Q: 3 clusters Score -702058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -702056.875000 Penalty: 3047.565674
	Iteration 48Q: 3 clusters Score -702056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -702058.000000 Penalty: 3047.565674
	Iteration 49Q: 3 clusters Score -702058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -702058.687500 Penalty: 3047.565674
	Iteration 50Q: 3 clusters Score -702058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -702057.875000 Penalty: 3047.565674
	Iteration 51Q: 3 clusters Score -702057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -702059.000000 Penalty: 3047.565674
	Iteration 52Q: 3 clusters Score -702059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -702059.000000 Penalty: 3047.565674
	Iteration 53F: 3 clusters Score -702059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Entering Unmasked Estep 
Score: -57078.796875 Penalty: 1134.413452
	Iteration 0F: 2 clusters Score -57078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -55602.089844 Penalty: 2268.826904
	Iteration 0F: 3 clusters Score -55602.09 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -55908.355469 Penalty: 2268.826904
	Iteration 1F: 3 clusters Score -55908.36 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -56030.031250 Penalty: 2268.826904
	Iteration 2F: 3 clusters Score -56030.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -56150.335938 Penalty: 2268.826904
	Iteration 3F: 3 clusters Score -56150.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -56311.707031 Penalty: 2268.826904
	Iteration 4F: 3 clusters Score -56311.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -56579.031250 Penalty: 2268.826904
	Iteration 5F: 3 clusters Score -56579.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -56808.164062 Penalty: 2268.826904
	Iteration 6F: 3 clusters Score -56808.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -56901.492188 Penalty: 2268.826904
	Iteration 7F: 3 clusters Score -56901.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -56943.863281 Penalty: 2268.826904
	Iteration 8Q: 3 clusters Score -56943.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56981.792969 Penalty: 2268.826904
	Iteration 9Q: 3 clusters Score -56981.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57011.960938 Penalty: 2268.826904
	Iteration 10Q: 3 clusters Score -57011.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57048.914062 Penalty: 2268.826904
	Iteration 11Q: 3 clusters Score -57048.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57113.027344 Penalty: 2268.826904
	Iteration 12Q: 3 clusters Score -57113.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57155.289062 Penalty: 2268.826904
	Iteration 13Q: 3 clusters Score -57155.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57200.441406 Penalty: 2268.826904
	Iteration 14Q: 3 clusters Score -57200.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57261.812500 Penalty: 2268.826904
	Iteration 15Q: 3 clusters Score -57261.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57360.214844 Penalty: 2268.826904
	Iteration 16Q: 3 clusters Score -57360.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57436.933594 Penalty: 2268.826904
	Iteration 17Q: 3 clusters Score -57436.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57491.820312 Penalty: 2268.826904
	Iteration 18Q: 3 clusters Score -57491.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57503.312500 Penalty: 2268.826904
	Iteration 19Q: 3 clusters Score -57503.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57517.363281 Penalty: 2268.826904
	Iteration 20F: 3 clusters Score -57517.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 13275 members 
Mstep: Class 6 contains 1025 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 640 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 4013 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 225 members 
Mstep: Class 28 contains 1253 members 
Mstep: Class 29 contains 11815 members 
Mstep: Class 30 contains 804 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 4498 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 1886 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 4215 members 
Mstep: Class 37 contains 6334 members 
Mstep: Class 38 contains 576 members 
Mstep: Class 39 contains 11945 members 
Mstep: Class 40 contains 3815 members 
Mstep: Class 41 contains 272 members 
Entering Unmasked Estep 
Score: -12704757.000000 Penalty: 82366.320312
Splitting cluster 30 changes total score from -12705196.000000 to -12704757.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -86029.781250 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -86029.78 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 790 members 
Entering Unmasked Estep 
Score: -84247.656250 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -84247.66 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -84603.148438 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -84603.15 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -84723.265625 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -84723.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -84795.773438 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -84795.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -84860.210938 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -84860.21 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -84922.179688 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -84922.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -84964.828125 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -84964.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -84990.968750 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -84990.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -85007.000000 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -85007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -85019.562500 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -85019.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -85030.398438 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -85030.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -85040.078125 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -85040.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -85047.687500 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -85047.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -85052.023438 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -85052.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -85053.625000 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -85053.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85054.773438 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -85054.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85055.671875 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -85055.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -85056.781250 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -85056.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -85059.242188 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -85059.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -85059.617188 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -85059.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -85060.078125 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -85060.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -85060.304688 Penalty: 2377.446045
	Iteration 21Q: 3 clusters Score -85060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -85060.304688 Penalty: 2377.446045
	Iteration 22F: 3 clusters Score -85060.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -251969.078125 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -251969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -248337.234375 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -248337.2 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -249271.250000 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -249271.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -249447.640625 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -249447.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -249550.312500 Penalty: 2733.701172
	Iteration 3Q: 3 clusters Score -249550.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -249628.812500 Penalty: 2733.701172
	Iteration 4Q: 3 clusters Score -249628.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -249696.968750 Penalty: 2733.701172
	Iteration 5Q: 3 clusters Score -249697 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -249757.000000 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -249757 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -249821.562500 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -249821.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -249888.250000 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -249888.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -249958.578125 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -249958.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -250028.062500 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -250028.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -250103.500000 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -250103.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -250199.453125 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -250199.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -250298.343750 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -250298.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -250373.296875 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -250373.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -250453.671875 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -250453.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -250545.640625 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -250545.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -250615.375000 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -250615.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -250679.625000 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -250679.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -250733.578125 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -250733.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -250767.328125 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -250767.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -250801.140625 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -250801.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -250835.312500 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -250835.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -250852.140625 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -250852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -250863.750000 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -250863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -250868.140625 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -250868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -250869.671875 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -250869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -250872.359375 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -250872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -250873.875000 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -250873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -250875.359375 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -250875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -250875.359375 Penalty: 2733.701172
	Iteration 30F: 3 clusters Score -250875.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -32501.406250 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -32501.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31373.873047 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -31373.87 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31551.873047 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -31551.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31611.046875 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -31611.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31623.039062 Penalty: 2067.984131
	Iteration 3Q: 3 clusters Score -31623.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -31632.330078 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -31632.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31637.429688 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -31637.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31637.429688 Penalty: 2067.984131
	Iteration 6F: 3 clusters Score -31637.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -108461.750000 Penalty: 1225.609741
	Iteration 0F: 2 clusters Score -108461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -106417.085938 Penalty: 2451.219482
	Iteration 0F: 3 clusters Score -106417.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -106876.632812 Penalty: 2451.219482
	Iteration 1F: 3 clusters Score -106876.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107010.843750 Penalty: 2451.219482
	Iteration 2F: 3 clusters Score -107010.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -107081.000000 Penalty: 2451.219482
	Iteration 3F: 3 clusters Score -107081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -107125.031250 Penalty: 2451.219482
	Iteration 4Q: 3 clusters Score -107125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107153.515625 Penalty: 2451.219482
	Iteration 5Q: 3 clusters Score -107153.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -107176.242188 Penalty: 2451.219482
	Iteration 6Q: 3 clusters Score -107176.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -107191.070312 Penalty: 2451.219482
	Iteration 7Q: 3 clusters Score -107191.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -107210.078125 Penalty: 2451.219482
	Iteration 8Q: 3 clusters Score -107210.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -107226.171875 Penalty: 2451.219482
	Iteration 9Q: 3 clusters Score -107226.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -107236.523438 Penalty: 2451.219482
	Iteration 10Q: 3 clusters Score -107236.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -107246.906250 Penalty: 2451.219482
	Iteration 11Q: 3 clusters Score -107246.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -107258.718750 Penalty: 2451.219482
	Iteration 12Q: 3 clusters Score -107258.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107272.843750 Penalty: 2451.219482
	Iteration 13Q: 3 clusters Score -107272.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -107283.398438 Penalty: 2451.219482
	Iteration 14Q: 3 clusters Score -107283.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -107292.101562 Penalty: 2451.219482
	Iteration 15Q: 3 clusters Score -107292.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -107303.914062 Penalty: 2451.219482
	Iteration 16Q: 3 clusters Score -107303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -107314.476562 Penalty: 2451.219482
	Iteration 17Q: 3 clusters Score -107314.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -107324.796875 Penalty: 2451.219482
	Iteration 18Q: 3 clusters Score -107324.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -107337.718750 Penalty: 2451.219482
	Iteration 19Q: 3 clusters Score -107337.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -107351.968750 Penalty: 2451.219482
	Iteration 20F: 3 clusters Score -107352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -107369.703125 Penalty: 2451.219482
	Iteration 21Q: 3 clusters Score -107369.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -107388.085938 Penalty: 2451.219482
	Iteration 22Q: 3 clusters Score -107388.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -107409.539062 Penalty: 2451.219482
	Iteration 23Q: 3 clusters Score -107409.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -107431.882812 Penalty: 2451.219482
	Iteration 24Q: 3 clusters Score -107431.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107451.726562 Penalty: 2451.219482
	Iteration 25Q: 3 clusters Score -107451.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107465.828125 Penalty: 2451.219482
	Iteration 26Q: 3 clusters Score -107465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107476.851562 Penalty: 2451.219482
	Iteration 27Q: 3 clusters Score -107476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -107487.812500 Penalty: 2451.219482
	Iteration 28Q: 3 clusters Score -107487.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107496.000000 Penalty: 2451.219482
	Iteration 29Q: 3 clusters Score -107496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107504.343750 Penalty: 2451.219482
	Iteration 30Q: 3 clusters Score -107504.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107521.835938 Penalty: 2451.219482
	Iteration 31Q: 3 clusters Score -107521.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107543.070312 Penalty: 2451.219482
	Iteration 32Q: 3 clusters Score -107543.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107554.851562 Penalty: 2451.219482
	Iteration 33Q: 3 clusters Score -107554.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107565.109375 Penalty: 2451.219482
	Iteration 34Q: 3 clusters Score -107565.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107577.625000 Penalty: 2451.219482
	Iteration 35Q: 3 clusters Score -107577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107586.804688 Penalty: 2451.219482
	Iteration 36Q: 3 clusters Score -107586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -107591.796875 Penalty: 2451.219482
	Iteration 37Q: 3 clusters Score -107591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107597.898438 Penalty: 2451.219482
	Iteration 38Q: 3 clusters Score -107597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107600.820312 Penalty: 2451.219482
	Iteration 39Q: 3 clusters Score -107600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107604.304688 Penalty: 2451.219482
	Iteration 40F: 3 clusters Score -107604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107605.210938 Penalty: 2451.219482
	Iteration 41Q: 3 clusters Score -107605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -107606.085938 Penalty: 2451.219482
	Iteration 42Q: 3 clusters Score -107606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -107606.945312 Penalty: 2451.219482
	Iteration 43Q: 3 clusters Score -107606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107608.851562 Penalty: 2451.219482
	Iteration 44Q: 3 clusters Score -107608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107609.117188 Penalty: 2451.219482
	Iteration 45Q: 3 clusters Score -107609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107609.117188 Penalty: 2451.219482
	Iteration 46F: 3 clusters Score -107609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -103851.695312 Penalty: 1223.091675
	Iteration 0F: 2 clusters Score -103851.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -101849.109375 Penalty: 2446.183350
	Iteration 0F: 3 clusters Score -101849.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -102311.367188 Penalty: 2446.183350
	Iteration 1F: 3 clusters Score -102311.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -102448.304688 Penalty: 2446.183350
	Iteration 2F: 3 clusters Score -102448.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -102547.640625 Penalty: 2446.183350
	Iteration 3F: 3 clusters Score -102547.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -102626.421875 Penalty: 2446.183350
	Iteration 4Q: 3 clusters Score -102626.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -102678.578125 Penalty: 2446.183350
	Iteration 5Q: 3 clusters Score -102678.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -102719.140625 Penalty: 2446.183350
	Iteration 6Q: 3 clusters Score -102719.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -102748.187500 Penalty: 2446.183350
	Iteration 7Q: 3 clusters Score -102748.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -102770.468750 Penalty: 2446.183350
	Iteration 8Q: 3 clusters Score -102770.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -102787.390625 Penalty: 2446.183350
	Iteration 9Q: 3 clusters Score -102787.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -102796.718750 Penalty: 2446.183350
	Iteration 10Q: 3 clusters Score -102796.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -102802.992188 Penalty: 2446.183350
	Iteration 11Q: 3 clusters Score -102803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -102808.921875 Penalty: 2446.183350
	Iteration 12Q: 3 clusters Score -102808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -102816.859375 Penalty: 2446.183350
	Iteration 13Q: 3 clusters Score -102816.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -102822.328125 Penalty: 2446.183350
	Iteration 14Q: 3 clusters Score -102822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -102823.765625 Penalty: 2446.183350
	Iteration 15Q: 3 clusters Score -102823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -102825.250000 Penalty: 2446.183350
	Iteration 16Q: 3 clusters Score -102825.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -102827.929688 Penalty: 2446.183350
	Iteration 17Q: 3 clusters Score -102827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -102829.054688 Penalty: 2446.183350
	Iteration 18Q: 3 clusters Score -102829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -102829.726562 Penalty: 2446.183350
	Iteration 19Q: 3 clusters Score -102829.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -102830.234375 Penalty: 2446.183350
	Iteration 20F: 3 clusters Score -102830.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -245812.500000 Penalty: 1356.290771
	Iteration 0F: 2 clusters Score -245812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -242326.343750 Penalty: 2712.581543
	Iteration 0F: 3 clusters Score -242326.3 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -243211.890625 Penalty: 2712.581543
	Iteration 1F: 3 clusters Score -243211.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -243352.703125 Penalty: 2712.581543
	Iteration 2F: 3 clusters Score -243352.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -243452.984375 Penalty: 2712.581543
	Iteration 3Q: 3 clusters Score -243453 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -243537.390625 Penalty: 2712.581543
	Iteration 4Q: 3 clusters Score -243537.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -243601.125000 Penalty: 2712.581543
	Iteration 5Q: 3 clusters Score -243601.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -243645.406250 Penalty: 2712.581543
	Iteration 6Q: 3 clusters Score -243645.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -243676.109375 Penalty: 2712.581543
	Iteration 7Q: 3 clusters Score -243676.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -243701.984375 Penalty: 2712.581543
	Iteration 8Q: 3 clusters Score -243702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -243726.453125 Penalty: 2712.581543
	Iteration 9Q: 3 clusters Score -243726.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -243755.312500 Penalty: 2712.581543
	Iteration 10Q: 3 clusters Score -243755.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -243780.328125 Penalty: 2712.581543
	Iteration 11Q: 3 clusters Score -243780.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -243800.125000 Penalty: 2712.581543
	Iteration 12Q: 3 clusters Score -243800.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -243826.828125 Penalty: 2712.581543
	Iteration 13Q: 3 clusters Score -243826.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -243858.500000 Penalty: 2712.581543
	Iteration 14Q: 3 clusters Score -243858.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -243887.625000 Penalty: 2712.581543
	Iteration 15Q: 3 clusters Score -243887.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -243908.921875 Penalty: 2712.581543
	Iteration 16Q: 3 clusters Score -243908.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -243931.328125 Penalty: 2712.581543
	Iteration 17Q: 3 clusters Score -243931.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -243953.437500 Penalty: 2712.581543
	Iteration 18Q: 3 clusters Score -243953.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -243978.687500 Penalty: 2712.581543
	Iteration 19Q: 3 clusters Score -243978.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -244003.546875 Penalty: 2712.581543
	Iteration 20F: 3 clusters Score -244003.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -244022.781250 Penalty: 2712.581543
	Iteration 21Q: 3 clusters Score -244022.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -244045.625000 Penalty: 2712.581543
	Iteration 22Q: 3 clusters Score -244045.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -244063.796875 Penalty: 2712.581543
	Iteration 23Q: 3 clusters Score -244063.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -244083.343750 Penalty: 2712.581543
	Iteration 24Q: 3 clusters Score -244083.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -244098.671875 Penalty: 2712.581543
	Iteration 25Q: 3 clusters Score -244098.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -244122.531250 Penalty: 2712.581543
	Iteration 26Q: 3 clusters Score -244122.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -244146.109375 Penalty: 2712.581543
	Iteration 27Q: 3 clusters Score -244146.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -244184.640625 Penalty: 2712.581543
	Iteration 28Q: 3 clusters Score -244184.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244219.984375 Penalty: 2712.581543
	Iteration 29Q: 3 clusters Score -244220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -244259.109375 Penalty: 2712.581543
	Iteration 30Q: 3 clusters Score -244259.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -244293.203125 Penalty: 2712.581543
	Iteration 31Q: 3 clusters Score -244293.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -244319.359375 Penalty: 2712.581543
	Iteration 32Q: 3 clusters Score -244319.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -244350.140625 Penalty: 2712.581543
	Iteration 33Q: 3 clusters Score -244350.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -244374.062500 Penalty: 2712.581543
	Iteration 34Q: 3 clusters Score -244374.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -244398.984375 Penalty: 2712.581543
	Iteration 35Q: 3 clusters Score -244399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -244416.093750 Penalty: 2712.581543
	Iteration 36Q: 3 clusters Score -244416.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -244428.703125 Penalty: 2712.581543
	Iteration 37Q: 3 clusters Score -244428.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -244443.062500 Penalty: 2712.581543
	Iteration 38Q: 3 clusters Score -244443.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -244457.218750 Penalty: 2712.581543
	Iteration 39Q: 3 clusters Score -244457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -244463.984375 Penalty: 2712.581543
	Iteration 40F: 3 clusters Score -244464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244469.453125 Penalty: 2712.581543
	Iteration 41Q: 3 clusters Score -244469.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -244475.687500 Penalty: 2712.581543
	Iteration 42Q: 3 clusters Score -244475.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -244486.453125 Penalty: 2712.581543
	Iteration 43Q: 3 clusters Score -244486.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -244496.671875 Penalty: 2712.581543
	Iteration 44Q: 3 clusters Score -244496.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -244506.421875 Penalty: 2712.581543
	Iteration 45Q: 3 clusters Score -244506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -244515.687500 Penalty: 2712.581543
	Iteration 46Q: 3 clusters Score -244515.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -244524.375000 Penalty: 2712.581543
	Iteration 47Q: 3 clusters Score -244524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -244531.078125 Penalty: 2712.581543
	Iteration 48Q: 3 clusters Score -244531.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244534.453125 Penalty: 2712.581543
	Iteration 49Q: 3 clusters Score -244534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -244537.515625 Penalty: 2712.581543
	Iteration 50Q: 3 clusters Score -244537.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -244543.265625 Penalty: 2712.581543
	Iteration 51Q: 3 clusters Score -244543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -244548.296875 Penalty: 2712.581543
	Iteration 52Q: 3 clusters Score -244548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -244551.531250 Penalty: 2712.581543
	Iteration 53Q: 3 clusters Score -244551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -244553.890625 Penalty: 2712.581543
	Iteration 54Q: 3 clusters Score -244553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -244556.484375 Penalty: 2712.581543
	Iteration 55Q: 3 clusters Score -244556.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -244560.031250 Penalty: 2712.581543
	Iteration 56Q: 3 clusters Score -244560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -244560.906250 Penalty: 2712.581543
	Iteration 57Q: 3 clusters Score -244560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -244562.421875 Penalty: 2712.581543
	Iteration 58Q: 3 clusters Score -244562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -244562.578125 Penalty: 2712.581543
	Iteration 59Q: 3 clusters Score -244562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -244562.578125 Penalty: 2712.581543
	Iteration 60F: 3 clusters Score -244562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Entering Unmasked Estep 
Score: -377073.906250 Penalty: 1422.474121
	Iteration 0F: 2 clusters Score -377073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -372244.187500 Penalty: 2844.948242
	Iteration 0F: 3 clusters Score -372244.2 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -373651.687500 Penalty: 2844.948242
	Iteration 1F: 3 clusters Score -373651.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -373866.562500 Penalty: 2844.948242
	Iteration 2F: 3 clusters Score -373866.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -374058.531250 Penalty: 2844.948242
	Iteration 3F: 3 clusters Score -374058.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -374219.468750 Penalty: 2844.948242
	Iteration 4Q: 3 clusters Score -374219.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -374353.093750 Penalty: 2844.948242
	Iteration 5Q: 3 clusters Score -374353.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -374459.906250 Penalty: 2844.948242
	Iteration 6Q: 3 clusters Score -374459.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -374548.031250 Penalty: 2844.948242
	Iteration 7Q: 3 clusters Score -374548 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -374632.968750 Penalty: 2844.948242
	Iteration 8Q: 3 clusters Score -374633 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -374719.968750 Penalty: 2844.948242
	Iteration 9Q: 3 clusters Score -374720 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -374795.375000 Penalty: 2844.948242
	Iteration 10Q: 3 clusters Score -374795.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -374877.250000 Penalty: 2844.948242
	Iteration 11Q: 3 clusters Score -374877.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -374980.906250 Penalty: 2844.948242
	Iteration 12Q: 3 clusters Score -374980.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -375076.531250 Penalty: 2844.948242
	Iteration 13Q: 3 clusters Score -375076.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -375177.312500 Penalty: 2844.948242
	Iteration 14Q: 3 clusters Score -375177.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -375271.437500 Penalty: 2844.948242
	Iteration 15Q: 3 clusters Score -375271.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -375362.281250 Penalty: 2844.948242
	Iteration 16Q: 3 clusters Score -375362.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -375433.125000 Penalty: 2844.948242
	Iteration 17Q: 3 clusters Score -375433.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -375504.312500 Penalty: 2844.948242
	Iteration 18Q: 3 clusters Score -375504.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -375567.031250 Penalty: 2844.948242
	Iteration 19Q: 3 clusters Score -375567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -375623.250000 Penalty: 2844.948242
	Iteration 20F: 3 clusters Score -375623.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -375672.843750 Penalty: 2844.948242
	Iteration 21Q: 3 clusters Score -375672.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -375714.000000 Penalty: 2844.948242
	Iteration 22Q: 3 clusters Score -375714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -375760.968750 Penalty: 2844.948242
	Iteration 23Q: 3 clusters Score -375761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -375794.531250 Penalty: 2844.948242
	Iteration 24Q: 3 clusters Score -375794.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -375814.593750 Penalty: 2844.948242
	Iteration 25Q: 3 clusters Score -375814.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -375832.093750 Penalty: 2844.948242
	Iteration 26Q: 3 clusters Score -375832.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -375845.375000 Penalty: 2844.948242
	Iteration 27Q: 3 clusters Score -375845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -375852.187500 Penalty: 2844.948242
	Iteration 28Q: 3 clusters Score -375852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -375857.437500 Penalty: 2844.948242
	Iteration 29Q: 3 clusters Score -375857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -375865.000000 Penalty: 2844.948242
	Iteration 30Q: 3 clusters Score -375865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -375870.625000 Penalty: 2844.948242
	Iteration 31Q: 3 clusters Score -375870.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -375875.718750 Penalty: 2844.948242
	Iteration 32Q: 3 clusters Score -375875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -375879.343750 Penalty: 2844.948242
	Iteration 33Q: 3 clusters Score -375879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -375882.906250 Penalty: 2844.948242
	Iteration 34Q: 3 clusters Score -375882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -375884.718750 Penalty: 2844.948242
	Iteration 35Q: 3 clusters Score -375884.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -375884.718750 Penalty: 2844.948242
	Iteration 36F: 3 clusters Score -375884.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -29748.599609 Penalty: 1032.867554
	Iteration 0F: 2 clusters Score -29748.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28616.228516 Penalty: 2065.735107
	Iteration 0F: 3 clusters Score -28616.23 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28788.871094 Penalty: 2065.735107
	Iteration 1F: 3 clusters Score -28788.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -28843.572266 Penalty: 2065.735107
	Iteration 2F: 3 clusters Score -28843.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28863.650391 Penalty: 2065.735107
	Iteration 3Q: 3 clusters Score -28863.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -28885.880859 Penalty: 2065.735107
	Iteration 4Q: 3 clusters Score -28885.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -28898.212891 Penalty: 2065.735107
	Iteration 5Q: 3 clusters Score -28898.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28911.230469 Penalty: 2065.735107
	Iteration 6Q: 3 clusters Score -28911.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28934.011719 Penalty: 2065.735107
	Iteration 7Q: 3 clusters Score -28934.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28950.148438 Penalty: 2065.735107
	Iteration 8Q: 3 clusters Score -28950.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28958.939453 Penalty: 2065.735107
	Iteration 9Q: 3 clusters Score -28958.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -28961.271484 Penalty: 2065.735107
	Iteration 10Q: 3 clusters Score -28961.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28962.238281 Penalty: 2065.735107
	Iteration 11Q: 3 clusters Score -28962.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28962.238281 Penalty: 2065.735107
	Iteration 12F: 3 clusters Score -28962.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Entering Unmasked Estep 
Score: -723003.625000 Penalty: 1525.561035
	Iteration 0F: 2 clusters Score -723003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -714602.500000 Penalty: 3051.122070
	Iteration 0F: 3 clusters Score -714602.5 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -717376.562500 Penalty: 3051.122070
	Iteration 1F: 3 clusters Score -717376.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -717636.562500 Penalty: 3051.122070
	Iteration 2F: 3 clusters Score -717636.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -717962.187500 Penalty: 3051.122070
	Iteration 3F: 3 clusters Score -717962.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -718360.500000 Penalty: 3051.122070
	Iteration 4F: 3 clusters Score -718360.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -718796.437500 Penalty: 3051.122070
	Iteration 5F: 3 clusters Score -718796.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -719264.187500 Penalty: 3051.122070
	Iteration 6F: 3 clusters Score -719264.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -719728.437500 Penalty: 3051.122070
	Iteration 7F: 3 clusters Score -719728.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -720134.000000 Penalty: 3051.122070
	Iteration 8F: 3 clusters Score -720134 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -720420.312500 Penalty: 3051.122070
	Iteration 9Q: 3 clusters Score -720420.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -720633.937500 Penalty: 3051.122070
	Iteration 10Q: 3 clusters Score -720633.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -720795.062500 Penalty: 3051.122070
	Iteration 11Q: 3 clusters Score -720795.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -720933.375000 Penalty: 3051.122070
	Iteration 12Q: 3 clusters Score -720933.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -721055.750000 Penalty: 3051.122070
	Iteration 13Q: 3 clusters Score -721055.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -721176.000000 Penalty: 3051.122070
	Iteration 14Q: 3 clusters Score -721176 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -721287.500000 Penalty: 3051.122070
	Iteration 15Q: 3 clusters Score -721287.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -721369.562500 Penalty: 3051.122070
	Iteration 16Q: 3 clusters Score -721369.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -721433.812500 Penalty: 3051.122070
	Iteration 17Q: 3 clusters Score -721433.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -721479.875000 Penalty: 3051.122070
	Iteration 18Q: 3 clusters Score -721479.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -721521.500000 Penalty: 3051.122070
	Iteration 19Q: 3 clusters Score -721521.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -721566.937500 Penalty: 3051.122070
	Iteration 20F: 3 clusters Score -721566.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -721610.812500 Penalty: 3051.122070
	Iteration 21Q: 3 clusters Score -721610.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -721637.437500 Penalty: 3051.122070
	Iteration 22Q: 3 clusters Score -721637.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -721656.750000 Penalty: 3051.122070
	Iteration 23Q: 3 clusters Score -721656.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -721679.187500 Penalty: 3051.122070
	Iteration 24Q: 3 clusters Score -721679.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -721700.187500 Penalty: 3051.122070
	Iteration 25Q: 3 clusters Score -721700.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -721712.125000 Penalty: 3051.122070
	Iteration 26Q: 3 clusters Score -721712.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -721726.187500 Penalty: 3051.122070
	Iteration 27Q: 3 clusters Score -721726.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -721733.625000 Penalty: 3051.122070
	Iteration 28Q: 3 clusters Score -721733.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -721745.125000 Penalty: 3051.122070
	Iteration 29Q: 3 clusters Score -721745.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -721749.187500 Penalty: 3051.122070
	Iteration 30Q: 3 clusters Score -721749.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -721757.000000 Penalty: 3051.122070
	Iteration 31Q: 3 clusters Score -721757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -721759.937500 Penalty: 3051.122070
	Iteration 32Q: 3 clusters Score -721759.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -721765.000000 Penalty: 3051.122070
	Iteration 33Q: 3 clusters Score -721765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -721771.562500 Penalty: 3051.122070
	Iteration 34Q: 3 clusters Score -721771.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -721773.375000 Penalty: 3051.122070
	Iteration 35Q: 3 clusters Score -721773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -721777.437500 Penalty: 3051.122070
	Iteration 36Q: 3 clusters Score -721777.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -721777.562500 Penalty: 3051.122070
	Iteration 37Q: 3 clusters Score -721777.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -721780.250000 Penalty: 3051.122070
	Iteration 38Q: 3 clusters Score -721780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -721783.250000 Penalty: 3051.122070
	Iteration 39Q: 3 clusters Score -721783.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -721786.250000 Penalty: 3051.122070
	Iteration 40F: 3 clusters Score -721786.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -721791.312500 Penalty: 3051.122070
	Iteration 41Q: 3 clusters Score -721791.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -721791.687500 Penalty: 3051.122070
	Iteration 42Q: 3 clusters Score -721791.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -721794.250000 Penalty: 3051.122070
	Iteration 43Q: 3 clusters Score -721794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -721795.000000 Penalty: 3051.122070
	Iteration 44Q: 3 clusters Score -721795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -721798.062500 Penalty: 3051.122070
	Iteration 45Q: 3 clusters Score -721798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -721796.937500 Penalty: 3051.122070
	Iteration 46Q: 3 clusters Score -721796.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -721799.312500 Penalty: 3051.122070
	Iteration 47Q: 3 clusters Score -721799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -721800.812500 Penalty: 3051.122070
	Iteration 48Q: 3 clusters Score -721800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -721800.437500 Penalty: 3051.122070
	Iteration 49Q: 3 clusters Score -721800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -721804.125000 Penalty: 3051.122070
	Iteration 50Q: 3 clusters Score -721804.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -721805.875000 Penalty: 3051.122070
	Iteration 51Q: 3 clusters Score -721805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -721804.375000 Penalty: 3051.122070
	Iteration 52Q: 3 clusters Score -721804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -721806.875000 Penalty: 3051.122070
	Iteration 53Q: 3 clusters Score -721806.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -721811.812500 Penalty: 3051.122070
	Iteration 54Q: 3 clusters Score -721811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -721811.000000 Penalty: 3051.122070
	Iteration 55Q: 3 clusters Score -721811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -721810.562500 Penalty: 3051.122070
	Iteration 56Q: 3 clusters Score -721810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -721811.000000 Penalty: 3051.122070
	Iteration 57Q: 3 clusters Score -721811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -721812.875000 Penalty: 3051.122070
	Iteration 58Q: 3 clusters Score -721812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -721813.500000 Penalty: 3051.122070
	Iteration 59Q: 3 clusters Score -721813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -721815.500000 Penalty: 3051.122070
	Iteration 60F: 3 clusters Score -721815.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -721815.187500 Penalty: 3051.122070
	Iteration 61Q: 3 clusters Score -721815.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -721816.625000 Penalty: 3051.122070
	Iteration 62Q: 3 clusters Score -721816.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -721816.875000 Penalty: 3051.122070
	Iteration 63Q: 3 clusters Score -721816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -721818.687500 Penalty: 3051.122070
	Iteration 64Q: 3 clusters Score -721818.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -721820.812500 Penalty: 3051.122070
	Iteration 65Q: 3 clusters Score -721820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -721819.562500 Penalty: 3051.122070
	Iteration 66Q: 3 clusters Score -721819.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -721820.812500 Penalty: 3051.122070
	Iteration 67Q: 3 clusters Score -721820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -721820.875000 Penalty: 3051.122070
	Iteration 68Q: 3 clusters Score -721820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -721824.062500 Penalty: 3051.122070
	Iteration 69Q: 3 clusters Score -721824.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -721824.562500 Penalty: 3051.122070
	Iteration 70Q: 3 clusters Score -721824.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -721826.562500 Penalty: 3051.122070
	Iteration 71Q: 3 clusters Score -721826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -721828.125000 Penalty: 3051.122070
	Iteration 72Q: 3 clusters Score -721828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -721828.437500 Penalty: 3051.122070
	Iteration 73Q: 3 clusters Score -721828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -721828.500000 Penalty: 3051.122070
	Iteration 74Q: 3 clusters Score -721828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -721828.812500 Penalty: 3051.122070
	Iteration 75Q: 3 clusters Score -721828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -721828.937500 Penalty: 3051.122070
	Iteration 76Q: 3 clusters Score -721828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -721830.375000 Penalty: 3051.122070
	Iteration 77Q: 3 clusters Score -721830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -721831.062500 Penalty: 3051.122070
	Iteration 78Q: 3 clusters Score -721831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -721831.375000 Penalty: 3051.122070
	Iteration 79Q: 3 clusters Score -721831.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -721830.125000 Penalty: 3051.122070
	Iteration 80F: 3 clusters Score -721830.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -721834.312500 Penalty: 3051.122070
	Iteration 81Q: 3 clusters Score -721834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -721835.750000 Penalty: 3051.122070
	Iteration 82Q: 3 clusters Score -721835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -721837.375000 Penalty: 3051.122070
	Iteration 83Q: 3 clusters Score -721837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -721835.937500 Penalty: 3051.122070
	Iteration 84Q: 3 clusters Score -721835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -721839.687500 Penalty: 3051.122070
	Iteration 85Q: 3 clusters Score -721839.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -721842.625000 Penalty: 3051.122070
	Iteration 86Q: 3 clusters Score -721842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -721843.625000 Penalty: 3051.122070
	Iteration 87Q: 3 clusters Score -721843.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -721844.562500 Penalty: 3051.122070
	Iteration 88Q: 3 clusters Score -721844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -721844.562500 Penalty: 3051.122070
	Iteration 89Q: 3 clusters Score -721844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -721844.562500 Penalty: 3051.122070
	Iteration 90F: 3 clusters Score -721844.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Entering Unmasked Estep 
Score: -182396.812500 Penalty: 1340.088013
	Iteration 0F: 2 clusters Score -182396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -179199.609375 Penalty: 2680.176025
	Iteration 0F: 3 clusters Score -179199.6 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -180177.609375 Penalty: 2680.176025
	Iteration 1F: 3 clusters Score -180177.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -180434.718750 Penalty: 2680.176025
	Iteration 2F: 3 clusters Score -180434.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -180625.531250 Penalty: 2680.176025
	Iteration 3F: 3 clusters Score -180625.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -180737.796875 Penalty: 2680.176025
	Iteration 4Q: 3 clusters Score -180737.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -180827.265625 Penalty: 2680.176025
	Iteration 5Q: 3 clusters Score -180827.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -180913.453125 Penalty: 2680.176025
	Iteration 6Q: 3 clusters Score -180913.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -180991.812500 Penalty: 2680.176025
	Iteration 7Q: 3 clusters Score -180991.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -181063.875000 Penalty: 2680.176025
	Iteration 8Q: 3 clusters Score -181063.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -181118.375000 Penalty: 2680.176025
	Iteration 9Q: 3 clusters Score -181118.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -181162.671875 Penalty: 2680.176025
	Iteration 10Q: 3 clusters Score -181162.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -181190.734375 Penalty: 2680.176025
	Iteration 11Q: 3 clusters Score -181190.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -181224.625000 Penalty: 2680.176025
	Iteration 12Q: 3 clusters Score -181224.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -181251.171875 Penalty: 2680.176025
	Iteration 13Q: 3 clusters Score -181251.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -181271.265625 Penalty: 2680.176025
	Iteration 14Q: 3 clusters Score -181271.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -181291.171875 Penalty: 2680.176025
	Iteration 15Q: 3 clusters Score -181291.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -181306.484375 Penalty: 2680.176025
	Iteration 16Q: 3 clusters Score -181306.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181321.218750 Penalty: 2680.176025
	Iteration 17Q: 3 clusters Score -181321.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181332.187500 Penalty: 2680.176025
	Iteration 18Q: 3 clusters Score -181332.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -181340.140625 Penalty: 2680.176025
	Iteration 19Q: 3 clusters Score -181340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -181347.000000 Penalty: 2680.176025
	Iteration 20F: 3 clusters Score -181347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -181349.906250 Penalty: 2680.176025
	Iteration 21Q: 3 clusters Score -181349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -181353.046875 Penalty: 2680.176025
	Iteration 22Q: 3 clusters Score -181353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -181356.343750 Penalty: 2680.176025
	Iteration 23Q: 3 clusters Score -181356.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -181359.187500 Penalty: 2680.176025
	Iteration 24Q: 3 clusters Score -181359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -181361.937500 Penalty: 2680.176025
	Iteration 25Q: 3 clusters Score -181361.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -181365.140625 Penalty: 2680.176025
	Iteration 26Q: 3 clusters Score -181365.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -181367.203125 Penalty: 2680.176025
	Iteration 27Q: 3 clusters Score -181367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -181367.203125 Penalty: 2680.176025
	Iteration 28Q: 3 clusters Score -181367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181368.906250 Penalty: 2680.176025
	Iteration 29Q: 3 clusters Score -181368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181370.046875 Penalty: 2680.176025
	Iteration 30Q: 3 clusters Score -181370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -181370.859375 Penalty: 2680.176025
	Iteration 31Q: 3 clusters Score -181370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -181372.375000 Penalty: 2680.176025
	Iteration 32Q: 3 clusters Score -181372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -181373.187500 Penalty: 2680.176025
	Iteration 33Q: 3 clusters Score -181373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -181374.203125 Penalty: 2680.176025
	Iteration 34Q: 3 clusters Score -181374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -181375.390625 Penalty: 2680.176025
	Iteration 35Q: 3 clusters Score -181375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -181375.656250 Penalty: 2680.176025
	Iteration 36Q: 3 clusters Score -181375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -181377.359375 Penalty: 2680.176025
	Iteration 37Q: 3 clusters Score -181377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -181377.953125 Penalty: 2680.176025
	Iteration 38Q: 3 clusters Score -181378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -181378.765625 Penalty: 2680.176025
	Iteration 39Q: 3 clusters Score -181378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -181379.093750 Penalty: 2680.176025
	Iteration 40F: 3 clusters Score -181379.1 nChanged 0
--- Evaluating fit on full set of 701719 points ---
Entering Unmasked Estep 
Score: -38063528.000000 Penalty: 87498.375000
24->41 Clusters: Score -38063528.000000, best is -38243444.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 233906 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 9720 members 
Mstep: Class 4 contains 9781 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 9841 members 
Mstep: Class 7 contains 9845 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 9770 members 
Mstep: Class 10 contains 9890 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 9773 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 9846 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 9849 members 
Mstep: Class 17 contains 9651 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 9678 members 
Mstep: Class 21 contains 9739 members 
Mstep: Class 22 contains 9636 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 9803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 308.123138 but Gain 2008.933594
Score: -10488304.000000 Penalty: 46205.496094
Iteration 0F: 24 clusters Score -1.04883e+07 nChanged 221449
Entering Unmasked Mstep 
Mstep: Class 0 contains 583 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 15430 members 
Mstep: Class 3 contains 3680 members 
Mstep: Class 4 contains 16921 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 11769 members 
Mstep: Class 7 contains 18853 members 
Mstep: Class 8 contains 9622 members 
Mstep: Class 9 contains 9821 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 14974 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 11207 members 
Mstep: Class 15 contains 8902 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 10868 members 
Mstep: Class 19 contains 6736 members 
Mstep: Class 21 contains 8033 members 
Mstep: Class 22 contains 6549 members 
Mstep: Class 23 contains 11053 members 
Mstep: Class 24 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -11608504.000000 Penalty: 46205.496094
Iteration 1F: 24 clusters Score -1.16085e+07 nChanged 98955
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 8868 members 
Mstep: Class 3 contains 3101 members 
Mstep: Class 4 contains 26859 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 17217 members 
Mstep: Class 8 contains 6459 members 
Mstep: Class 9 contains 8683 members 
Mstep: Class 10 contains 12639 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 8780 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 10016 members 
Mstep: Class 19 contains 5873 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 17990 members 
Mstep: Class 24 contains 15867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1612.695190 but Gain 2008.933594
Score: -12054178.000000 Penalty: 44196.562500
Iteration 2F: 23 clusters Score -1.205418e+07 nChanged 77855
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 36078 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 5219 members 
Mstep: Class 7 contains 16166 members 
Mstep: Class 8 contains 2081 members 
Mstep: Class 9 contains 7442 members 
Mstep: Class 10 contains 17524 members 
Mstep: Class 11 contains 3481 members 
Mstep: Class 12 contains 8906 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 3391 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 37071 members 
Mstep: Class 24 contains 16881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1370.571045 but Gain 2008.933594
Score: -12329062.000000 Penalty: 42187.628906
Iteration 3F: 22 clusters Score -1.232906e+07 nChanged 48603
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 41104 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 16704 members 
Mstep: Class 9 contains 8293 members 
Mstep: Class 10 contains 17482 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 14865 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 9515 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 51648 members 
Mstep: Class 24 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12437339.000000 Penalty: 42187.628906
Iteration 4F: 22 clusters Score -1.243734e+07 nChanged 27994
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5957 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 42263 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 3417 members 
Mstep: Class 7 contains 17163 members 
Mstep: Class 9 contains 9487 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 2628 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 1475 members 
Mstep: Class 16 contains 16315 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 10976 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 57818 members 
Mstep: Class 24 contains 13475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12484709.000000 Penalty: 42187.628906
Iteration 5F: 22 clusters Score -1.248471e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6348 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 42352 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 16999 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 15187 members 
Mstep: Class 11 contains 4271 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 5043 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 1711 members 
Mstep: Class 16 contains 17178 members 
Mstep: Class 17 contains 2062 members 
Mstep: Class 18 contains 11660 members 
Mstep: Class 19 contains 2505 members 
Mstep: Class 22 contains 1847 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12520509.000000 Penalty: 42187.628906
Iteration 6F: 22 clusters Score -1.252051e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 4784 members 
Mstep: Class 4 contains 40562 members 
Mstep: Class 5 contains 6223 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 16703 members 
Mstep: Class 9 contains 9894 members 
Mstep: Class 10 contains 14346 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 1542 members 
Mstep: Class 13 contains 5328 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 17590 members 
Mstep: Class 17 contains 1995 members 
Mstep: Class 18 contains 11986 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 60651 members 
Mstep: Class 24 contains 11661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12548482.000000 Penalty: 42187.628906
Iteration 7F: 22 clusters Score -1.254848e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 4644 members 
Mstep: Class 4 contains 37251 members 
Mstep: Class 5 contains 6153 members 
Mstep: Class 6 contains 7210 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 9 contains 9660 members 
Mstep: Class 10 contains 13805 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 5733 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 17730 members 
Mstep: Class 17 contains 2282 members 
Mstep: Class 18 contains 12131 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 22 contains 2971 members 
Mstep: Class 23 contains 60448 members 
Mstep: Class 24 contains 11350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1804.634399 but Gain 2008.937500
Score: -12571698.000000 Penalty: 40178.691406
Iteration 8F: 21 clusters Score -1.25717e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 34139 members 
Mstep: Class 5 contains 6123 members 
Mstep: Class 6 contains 11144 members 
Mstep: Class 7 contains 16157 members 
Mstep: Class 9 contains 9441 members 
Mstep: Class 10 contains 13434 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 2577 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 22 contains 3526 members 
Mstep: Class 23 contains 60222 members 
Mstep: Class 24 contains 11255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12592254.000000 Penalty: 40178.691406
Iteration 9F: 21 clusters Score -1.259225e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 30702 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 14099 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 9 contains 9316 members 
Mstep: Class 10 contains 13174 members 
Mstep: Class 11 contains 7764 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 2946 members 
Mstep: Class 16 contains 17636 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 12266 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 22 contains 4034 members 
Mstep: Class 23 contains 59532 members 
Mstep: Class 24 contains 11260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12608282.000000 Penalty: 40178.691406
Iteration 10Q: 21 clusters Score -1.260828e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 28553 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 16173 members 
Mstep: Class 7 contains 15825 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 12989 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 6280 members 
Mstep: Class 14 contains 6145 members 
Mstep: Class 15 contains 3150 members 
Mstep: Class 16 contains 17449 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 22 contains 4385 members 
Mstep: Class 23 contains 58749 members 
Mstep: Class 24 contains 11278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12622993.000000 Penalty: 40178.691406
Iteration 11Q: 21 clusters Score -1.262299e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 6009 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 28288 members 
Mstep: Class 5 contains 6070 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 15701 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 12885 members 
Mstep: Class 11 contains 9210 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 6534 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 17231 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 12047 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 22 contains 4674 members 
Mstep: Class 23 contains 57920 members 
Mstep: Class 24 contains 11299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12627262.000000 Penalty: 40178.691406
Iteration 12Q: 21 clusters Score -1.262726e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 28299 members 
Mstep: Class 5 contains 6127 members 
Mstep: Class 6 contains 16695 members 
Mstep: Class 7 contains 15532 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 9823 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 16981 members 
Mstep: Class 17 contains 3286 members 
Mstep: Class 18 contains 11934 members 
Mstep: Class 19 contains 1659 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 57116 members 
Mstep: Class 24 contains 11315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12629663.000000 Penalty: 40178.691406
Iteration 13Q: 21 clusters Score -1.262966e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 28344 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 16728 members 
Mstep: Class 7 contains 15340 members 
Mstep: Class 9 contains 9021 members 
Mstep: Class 10 contains 12804 members 
Mstep: Class 11 contains 10351 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 16748 members 
Mstep: Class 17 contains 3360 members 
Mstep: Class 18 contains 11871 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 22 contains 5103 members 
Mstep: Class 23 contains 56368 members 
Mstep: Class 24 contains 11334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12631364.000000 Penalty: 40178.691406
Iteration 14Q: 21 clusters Score -1.263136e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 5998 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 28389 members 
Mstep: Class 5 contains 6333 members 
Mstep: Class 6 contains 16754 members 
Mstep: Class 7 contains 15158 members 
Mstep: Class 9 contains 8969 members 
Mstep: Class 10 contains 12784 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 3776 members 
Mstep: Class 16 contains 16530 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 55651 members 
Mstep: Class 24 contains 11348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12632730.000000 Penalty: 40178.691406
Iteration 15Q: 21 clusters Score -1.263273e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 3915 members 
Mstep: Class 4 contains 28423 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 16776 members 
Mstep: Class 7 contains 15034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 12764 members 
Mstep: Class 11 contains 11155 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 7562 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 3847 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 3463 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 54974 members 
Mstep: Class 24 contains 11358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12633882.000000 Penalty: 40178.691406
Iteration 16Q: 21 clusters Score -1.263388e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 28453 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 16796 members 
Mstep: Class 7 contains 14952 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 12755 members 
Mstep: Class 11 contains 11482 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 7812 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 16220 members 
Mstep: Class 17 contains 3486 members 
Mstep: Class 18 contains 11763 members 
Mstep: Class 19 contains 1822 members 
Mstep: Class 22 contains 5264 members 
Mstep: Class 23 contains 54300 members 
Mstep: Class 24 contains 11366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12634668.000000 Penalty: 40178.691406
Iteration 17Q: 21 clusters Score -1.263467e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 28476 members 
Mstep: Class 5 contains 6600 members 
Mstep: Class 6 contains 16809 members 
Mstep: Class 7 contains 14877 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 12745 members 
Mstep: Class 11 contains 11760 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 8077 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 3927 members 
Mstep: Class 16 contains 16178 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 11732 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 22 contains 5267 members 
Mstep: Class 23 contains 53651 members 
Mstep: Class 24 contains 11367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12635298.000000 Penalty: 40178.691406
Iteration 18Q: 21 clusters Score -1.26353e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 4148 members 
Mstep: Class 4 contains 28488 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 16817 members 
Mstep: Class 7 contains 14779 members 
Mstep: Class 9 contains 8950 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 11998 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 8391 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 16 contains 16174 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 1852 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 53028 members 
Mstep: Class 24 contains 11367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12635956.000000 Penalty: 40178.691406
Iteration 19Q: 21 clusters Score -1.263596e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 28501 members 
Mstep: Class 5 contains 6672 members 
Mstep: Class 6 contains 16823 members 
Mstep: Class 7 contains 14717 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 12171 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 16195 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 11715 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 22 contains 5265 members 
Mstep: Class 23 contains 52436 members 
Mstep: Class 24 contains 11372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12637088.000000 Penalty: 40178.691406
Iteration 20F: 21 clusters Score -1.263709e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 28515 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 16833 members 
Mstep: Class 7 contains 14664 members 
Mstep: Class 9 contains 8959 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 12410 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 9174 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 4036 members 
Mstep: Class 16 contains 16201 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 51665 members 
Mstep: Class 24 contains 11377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12638279.000000 Penalty: 40178.691406
Iteration 21Q: 21 clusters Score -1.263828e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 6004 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 28546 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 16848 members 
Mstep: Class 7 contains 14613 members 
Mstep: Class 9 contains 8940 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 12641 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 9692 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 16191 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 11702 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 22 contains 5287 members 
Mstep: Class 23 contains 50863 members 
Mstep: Class 24 contains 11388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12639226.000000 Penalty: 40178.691406
Iteration 22Q: 21 clusters Score -1.263923e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 28572 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 16852 members 
Mstep: Class 7 contains 14595 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 12801 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 10170 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 16191 members 
Mstep: Class 17 contains 3508 members 
Mstep: Class 18 contains 11711 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 50155 members 
Mstep: Class 24 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12639748.000000 Penalty: 40178.691406
Iteration 23Q: 21 clusters Score -1.263975e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 28607 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 16861 members 
Mstep: Class 7 contains 14578 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 12973 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 10566 members 
Mstep: Class 14 contains 6013 members 
Mstep: Class 15 contains 4086 members 
Mstep: Class 16 contains 16208 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 11720 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 49506 members 
Mstep: Class 24 contains 11395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640151.000000 Penalty: 40178.691406
Iteration 24Q: 21 clusters Score -1.264015e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6014 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 28623 members 
Mstep: Class 5 contains 6852 members 
Mstep: Class 6 contains 16865 members 
Mstep: Class 7 contains 14551 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 12724 members 
Mstep: Class 11 contains 13143 members 
Mstep: Class 12 contains 2052 members 
Mstep: Class 13 contains 10855 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 4097 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 11729 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 22 contains 5193 members 
Mstep: Class 23 contains 48993 members 
Mstep: Class 24 contains 11397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640479.000000 Penalty: 40178.691406
Iteration 25Q: 21 clusters Score -1.264048e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 4223 members 
Mstep: Class 4 contains 28636 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 16869 members 
Mstep: Class 7 contains 14530 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 12723 members 
Mstep: Class 11 contains 13293 members 
Mstep: Class 12 contains 2048 members 
Mstep: Class 13 contains 11090 members 
Mstep: Class 14 contains 6011 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 16 contains 16278 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 1879 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 48546 members 
Mstep: Class 24 contains 11401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640590.000000 Penalty: 40178.691406
Iteration 26Q: 21 clusters Score -1.264059e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 4227 members 
Mstep: Class 4 contains 28648 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 16871 members 
Mstep: Class 7 contains 14497 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 12721 members 
Mstep: Class 11 contains 13448 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 11259 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 4118 members 
Mstep: Class 16 contains 16317 members 
Mstep: Class 17 contains 3493 members 
Mstep: Class 18 contains 11741 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 48186 members 
Mstep: Class 24 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640678.000000 Penalty: 40178.691406
Iteration 27Q: 21 clusters Score -1.264068e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 28659 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 16873 members 
Mstep: Class 7 contains 14460 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 13595 members 
Mstep: Class 12 contains 2049 members 
Mstep: Class 13 contains 11408 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 17 contains 3489 members 
Mstep: Class 18 contains 11741 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 47847 members 
Mstep: Class 24 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640804.000000 Penalty: 40178.691406
Iteration 28Q: 21 clusters Score -1.26408e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 4261 members 
Mstep: Class 4 contains 28667 members 
Mstep: Class 5 contains 6902 members 
Mstep: Class 6 contains 16873 members 
Mstep: Class 7 contains 14416 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 12726 members 
Mstep: Class 11 contains 13725 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 11510 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 4135 members 
Mstep: Class 16 contains 16409 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 1863 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 47590 members 
Mstep: Class 24 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12640911.000000 Penalty: 40178.691406
Iteration 29Q: 21 clusters Score -1.264091e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 4277 members 
Mstep: Class 4 contains 28670 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 16874 members 
Mstep: Class 7 contains 14371 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 12727 members 
Mstep: Class 11 contains 13844 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 4145 members 
Mstep: Class 16 contains 16460 members 
Mstep: Class 17 contains 3480 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 1859 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 47387 members 
Mstep: Class 24 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641025.000000 Penalty: 40178.691406
Iteration 30Q: 21 clusters Score -1.264102e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 28674 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 16874 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 12730 members 
Mstep: Class 11 contains 13961 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 11591 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 4154 members 
Mstep: Class 16 contains 16525 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 47211 members 
Mstep: Class 24 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641111.000000 Penalty: 40178.691406
Iteration 31Q: 21 clusters Score -1.264111e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 28675 members 
Mstep: Class 5 contains 6864 members 
Mstep: Class 6 contains 16876 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 12733 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 11604 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 4161 members 
Mstep: Class 16 contains 16587 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 11735 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 22 contains 5130 members 
Mstep: Class 23 contains 47064 members 
Mstep: Class 24 contains 11405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641166.000000 Penalty: 40178.691406
Iteration 32Q: 21 clusters Score -1.264117e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 28677 members 
Mstep: Class 5 contains 6845 members 
Mstep: Class 6 contains 16879 members 
Mstep: Class 7 contains 14258 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 12735 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 11615 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 16661 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 11733 members 
Mstep: Class 19 contains 1857 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 46927 members 
Mstep: Class 24 contains 11405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641243.000000 Penalty: 40178.691406
Iteration 33Q: 21 clusters Score -1.264124e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6062 members 
Mstep: Class 3 contains 4300 members 
Mstep: Class 4 contains 28683 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 16881 members 
Mstep: Class 7 contains 14222 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 12731 members 
Mstep: Class 11 contains 14231 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 13 contains 11619 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4182 members 
Mstep: Class 16 contains 16736 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 11731 members 
Mstep: Class 19 contains 1855 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 11405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641227.000000 Penalty: 40178.691406
Iteration 34Q: 21 clusters Score -1.264123e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 4301 members 
Mstep: Class 4 contains 28685 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 16882 members 
Mstep: Class 7 contains 14184 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 12731 members 
Mstep: Class 11 contains 14293 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 11617 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4196 members 
Mstep: Class 16 contains 16793 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 11726 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 46714 members 
Mstep: Class 24 contains 11405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641253.000000 Penalty: 40178.691406
Iteration 35Q: 21 clusters Score -1.264125e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 4302 members 
Mstep: Class 4 contains 28689 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 14163 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 12729 members 
Mstep: Class 11 contains 14338 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 11623 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4214 members 
Mstep: Class 16 contains 16807 members 
Mstep: Class 17 contains 3455 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 1848 members 
Mstep: Class 22 contains 5124 members 
Mstep: Class 23 contains 46659 members 
Mstep: Class 24 contains 11406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641276.000000 Penalty: 40178.691406
Iteration 36Q: 21 clusters Score -1.264128e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 4302 members 
Mstep: Class 4 contains 28690 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 14132 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 12728 members 
Mstep: Class 11 contains 14388 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 11638 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4233 members 
Mstep: Class 16 contains 16826 members 
Mstep: Class 17 contains 3454 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 22 contains 5120 members 
Mstep: Class 23 contains 46602 members 
Mstep: Class 24 contains 11407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641337.000000 Penalty: 40178.691406
Iteration 37Q: 21 clusters Score -1.264134e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 4306 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6801 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 14108 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 12727 members 
Mstep: Class 11 contains 14440 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11640 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 16 contains 16835 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 22 contains 5114 members 
Mstep: Class 23 contains 46550 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12641328.000000 Penalty: 40178.691406
Iteration 38Q: 21 clusters Score -1.264133e+07 nChanged 218
Entering ConstructFrom: 
Score: -12641328.000000 Penalty: 40178.691406
Entering ConstructFrom: 
Trying to split cluster 2 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -336005.093750 Penalty: 1416.250610
	Iteration 0F: 2 clusters Score -336005.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -331418.468750 Penalty: 2832.501221
	Iteration 0F: 3 clusters Score -331418.5 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -332912.843750 Penalty: 2832.501221
	Iteration 1F: 3 clusters Score -332912.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -333202.125000 Penalty: 2832.501221
	Iteration 2F: 3 clusters Score -333202.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -333467.250000 Penalty: 2832.501221
	Iteration 3F: 3 clusters Score -333467.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -333753.625000 Penalty: 2832.501221
	Iteration 4F: 3 clusters Score -333753.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -334030.500000 Penalty: 2832.501221
	Iteration 5F: 3 clusters Score -334030.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -334305.093750 Penalty: 2832.501221
	Iteration 6F: 3 clusters Score -334305.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -334559.000000 Penalty: 2832.501221
	Iteration 7Q: 3 clusters Score -334559 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -334835.656250 Penalty: 2832.501221
	Iteration 8Q: 3 clusters Score -334835.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -335094.468750 Penalty: 2832.501221
	Iteration 9Q: 3 clusters Score -335094.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -335267.031250 Penalty: 2832.501221
	Iteration 10Q: 3 clusters Score -335267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -335441.968750 Penalty: 2832.501221
	Iteration 11Q: 3 clusters Score -335442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -335595.656250 Penalty: 2832.501221
	Iteration 12Q: 3 clusters Score -335595.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -335807.343750 Penalty: 2832.501221
	Iteration 13Q: 3 clusters Score -335807.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -335982.187500 Penalty: 2832.501221
	Iteration 14Q: 3 clusters Score -335982.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -336079.218750 Penalty: 2832.501221
	Iteration 15Q: 3 clusters Score -336079.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -336135.968750 Penalty: 2832.501221
	Iteration 16Q: 3 clusters Score -336136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -336170.718750 Penalty: 2832.501221
	Iteration 17Q: 3 clusters Score -336170.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -336195.781250 Penalty: 2832.501221
	Iteration 18Q: 3 clusters Score -336195.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -336225.312500 Penalty: 2832.501221
	Iteration 19Q: 3 clusters Score -336225.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -336254.375000 Penalty: 2832.501221
	Iteration 20F: 3 clusters Score -336254.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -336284.031250 Penalty: 2832.501221
	Iteration 21Q: 3 clusters Score -336284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -336308.375000 Penalty: 2832.501221
	Iteration 22Q: 3 clusters Score -336308.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -336326.062500 Penalty: 2832.501221
	Iteration 23Q: 3 clusters Score -336326.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -336338.437500 Penalty: 2832.501221
	Iteration 24Q: 3 clusters Score -336338.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -336353.125000 Penalty: 2832.501221
	Iteration 25Q: 3 clusters Score -336353.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -336373.718750 Penalty: 2832.501221
	Iteration 26Q: 3 clusters Score -336373.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -336389.156250 Penalty: 2832.501221
	Iteration 27Q: 3 clusters Score -336389.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -336400.218750 Penalty: 2832.501221
	Iteration 28Q: 3 clusters Score -336400.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -336410.812500 Penalty: 2832.501221
	Iteration 29Q: 3 clusters Score -336410.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -336420.625000 Penalty: 2832.501221
	Iteration 30Q: 3 clusters Score -336420.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -336428.406250 Penalty: 2832.501221
	Iteration 31Q: 3 clusters Score -336428.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -336435.375000 Penalty: 2832.501221
	Iteration 32Q: 3 clusters Score -336435.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -336440.531250 Penalty: 2832.501221
	Iteration 33Q: 3 clusters Score -336440.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -336446.093750 Penalty: 2832.501221
	Iteration 34Q: 3 clusters Score -336446.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -336454.218750 Penalty: 2832.501221
	Iteration 35Q: 3 clusters Score -336454.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -336462.906250 Penalty: 2832.501221
	Iteration 36Q: 3 clusters Score -336462.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -336472.218750 Penalty: 2832.501221
	Iteration 37Q: 3 clusters Score -336472.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -336476.937500 Penalty: 2832.501221
	Iteration 38Q: 3 clusters Score -336476.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -336482.750000 Penalty: 2832.501221
	Iteration 39Q: 3 clusters Score -336482.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -336487.875000 Penalty: 2832.501221
	Iteration 40F: 3 clusters Score -336487.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -336491.625000 Penalty: 2832.501221
	Iteration 41Q: 3 clusters Score -336491.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -336496.281250 Penalty: 2832.501221
	Iteration 42Q: 3 clusters Score -336496.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -336504.562500 Penalty: 2832.501221
	Iteration 43Q: 3 clusters Score -336504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -336508.843750 Penalty: 2832.501221
	Iteration 44Q: 3 clusters Score -336508.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -336511.718750 Penalty: 2832.501221
	Iteration 45Q: 3 clusters Score -336511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -336514.000000 Penalty: 2832.501221
	Iteration 46Q: 3 clusters Score -336514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -336517.656250 Penalty: 2832.501221
	Iteration 47Q: 3 clusters Score -336517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -336519.812500 Penalty: 2832.501221
	Iteration 48Q: 3 clusters Score -336519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -336521.187500 Penalty: 2832.501221
	Iteration 49Q: 3 clusters Score -336521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -336522.875000 Penalty: 2832.501221
	Iteration 50Q: 3 clusters Score -336522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -336524.718750 Penalty: 2832.501221
	Iteration 51Q: 3 clusters Score -336524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -336524.937500 Penalty: 2832.501221
	Iteration 52Q: 3 clusters Score -336524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -336526.406250 Penalty: 2832.501221
	Iteration 53Q: 3 clusters Score -336526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -336526.718750 Penalty: 2832.501221
	Iteration 54Q: 3 clusters Score -336526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -336528.218750 Penalty: 2832.501221
	Iteration 55Q: 3 clusters Score -336528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -336528.437500 Penalty: 2832.501221
	Iteration 56Q: 3 clusters Score -336528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -336528.375000 Penalty: 2832.501221
	Iteration 57Q: 3 clusters Score -336528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -336528.937500 Penalty: 2832.501221
	Iteration 58Q: 3 clusters Score -336528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -336528.937500 Penalty: 2832.501221
	Iteration 59F: 3 clusters Score -336528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 14075 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
Score: -12641294.000000 Penalty: 42187.628906
Splitting cluster 2 changes total score from -12641328.000000 to -12641294.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -203204.328125 Penalty: 1359.837158
	Iteration 0F: 2 clusters Score -203204.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -199798.046875 Penalty: 2719.674316
	Iteration 0F: 3 clusters Score -199798 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -201558.218750 Penalty: 2719.674316
	Iteration 1F: 3 clusters Score -201558.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -203086.265625 Penalty: 2719.674316
	Iteration 2F: 3 clusters Score -203086.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -205360.750000 Penalty: 2719.674316
	Iteration 3F: 3 clusters Score -205360.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -207012.078125 Penalty: 2719.674316
	Iteration 4F: 3 clusters Score -207012.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -207541.156250 Penalty: 2719.674316
	Iteration 5Q: 3 clusters Score -207541.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -207907.640625 Penalty: 2719.674316
	Iteration 6Q: 3 clusters Score -207907.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -208101.390625 Penalty: 2719.674316
	Iteration 7Q: 3 clusters Score -208101.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -208264.765625 Penalty: 2719.674316
	Iteration 8Q: 3 clusters Score -208264.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -208367.312500 Penalty: 2719.674316
	Iteration 9Q: 3 clusters Score -208367.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -208401.625000 Penalty: 2719.674316
	Iteration 10Q: 3 clusters Score -208401.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -208426.734375 Penalty: 2719.674316
	Iteration 11Q: 3 clusters Score -208426.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -208436.765625 Penalty: 2719.674316
	Iteration 12Q: 3 clusters Score -208436.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -208440.453125 Penalty: 2719.674316
	Iteration 13Q: 3 clusters Score -208440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -208441.562500 Penalty: 2719.674316
	Iteration 14Q: 3 clusters Score -208441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -208442.062500 Penalty: 2719.674316
	Iteration 15Q: 3 clusters Score -208442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -208442.296875 Penalty: 2719.674316
	Iteration 16Q: 3 clusters Score -208442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -208442.296875 Penalty: 2719.674316
	Iteration 17F: 3 clusters Score -208442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 14075 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
Score: -12645942.000000 Penalty: 42187.628906
Splitting cluster 3 changes total score from -12641328.000000 to -12645942.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (28692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Entering Unmasked Estep 
Score: -1664131.625000 Penalty: 1667.960693
	Iteration 0F: 2 clusters Score -1664132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1644782.250000 Penalty: 3335.921387
	Iteration 0F: 3 clusters Score -1644782 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1652418.750000 Penalty: 3335.921387
	Iteration 1F: 3 clusters Score -1652419 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1653354.375000 Penalty: 3335.921387
	Iteration 2F: 3 clusters Score -1653354 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1654632.750000 Penalty: 3335.921387
	Iteration 3F: 3 clusters Score -1654633 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1656266.375000 Penalty: 3335.921387
	Iteration 4F: 3 clusters Score -1656266 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1658098.125000 Penalty: 3335.921387
	Iteration 5F: 3 clusters Score -1658098 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1659836.125000 Penalty: 3335.921387
	Iteration 6F: 3 clusters Score -1659836 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1661432.125000 Penalty: 3335.921387
	Iteration 7F: 3 clusters Score -1661432 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1662663.125000 Penalty: 3335.921387
	Iteration 8F: 3 clusters Score -1662663 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1663377.375000 Penalty: 3335.921387
	Iteration 9Q: 3 clusters Score -1663377 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1663651.375000 Penalty: 3335.921387
	Iteration 10Q: 3 clusters Score -1663651 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1663749.000000 Penalty: 3335.921387
	Iteration 11Q: 3 clusters Score -1663749 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1663801.250000 Penalty: 3335.921387
	Iteration 12Q: 3 clusters Score -1663801 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1663824.125000 Penalty: 3335.921387
	Iteration 13Q: 3 clusters Score -1663824 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1663846.125000 Penalty: 3335.921387
	Iteration 14Q: 3 clusters Score -1663846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1663866.250000 Penalty: 3335.921387
	Iteration 15Q: 3 clusters Score -1663866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -1663871.500000 Penalty: 3335.921387
	Iteration 16Q: 3 clusters Score -1663872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1663877.500000 Penalty: 3335.921387
	Iteration 17Q: 3 clusters Score -1663878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1663884.625000 Penalty: 3335.921387
	Iteration 18Q: 3 clusters Score -1663885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1663888.125000 Penalty: 3335.921387
	Iteration 19Q: 3 clusters Score -1663888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1663889.250000 Penalty: 3335.921387
	Iteration 20F: 3 clusters Score -1663889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1663891.625000 Penalty: 3335.921387
	Iteration 21Q: 3 clusters Score -1663892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1663889.125000 Penalty: 3335.921387
	Iteration 22Q: 3 clusters Score -1663889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1663893.125000 Penalty: 3335.921387
	Iteration 23Q: 3 clusters Score -1663893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1663895.250000 Penalty: 3335.921387
	Iteration 24Q: 3 clusters Score -1663895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1663892.500000 Penalty: 3335.921387
	Iteration 25Q: 3 clusters Score -1663892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1663895.875000 Penalty: 3335.921387
	Iteration 26Q: 3 clusters Score -1663896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -1663894.125000 Penalty: 3335.921387
	Iteration 27Q: 3 clusters Score -1663894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1663895.125000 Penalty: 3335.921387
	Iteration 28Q: 3 clusters Score -1663895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -1663896.875000 Penalty: 3335.921387
	Iteration 29Q: 3 clusters Score -1663897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1663899.750000 Penalty: 3335.921387
	Iteration 30Q: 3 clusters Score -1663900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1663902.125000 Penalty: 3335.921387
	Iteration 31Q: 3 clusters Score -1663902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1663899.875000 Penalty: 3335.921387
	Iteration 32Q: 3 clusters Score -1663900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1663906.500000 Penalty: 3335.921387
	Iteration 33Q: 3 clusters Score -1663906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1663906.500000 Penalty: 3335.921387
	Iteration 34F: 3 clusters Score -1663906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -331136.218750 Penalty: 1433.770996
	Iteration 0F: 2 clusters Score -331136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -326083.937500 Penalty: 2867.541992
	Iteration 0F: 3 clusters Score -326083.9 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -327991.562500 Penalty: 2867.541992
	Iteration 1F: 3 clusters Score -327991.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -328681.687500 Penalty: 2867.541992
	Iteration 2F: 3 clusters Score -328681.7 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -329254.375000 Penalty: 2867.541992
	Iteration 3F: 3 clusters Score -329254.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -329676.687500 Penalty: 2867.541992
	Iteration 4F: 3 clusters Score -329676.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -329969.625000 Penalty: 2867.541992
	Iteration 5F: 3 clusters Score -329969.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -330178.187500 Penalty: 2867.541992
	Iteration 6Q: 3 clusters Score -330178.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -330331.281250 Penalty: 2867.541992
	Iteration 7Q: 3 clusters Score -330331.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -330428.875000 Penalty: 2867.541992
	Iteration 8Q: 3 clusters Score -330428.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -330489.843750 Penalty: 2867.541992
	Iteration 9Q: 3 clusters Score -330489.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -330530.656250 Penalty: 2867.541992
	Iteration 10Q: 3 clusters Score -330530.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -330567.218750 Penalty: 2867.541992
	Iteration 11Q: 3 clusters Score -330567.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -330606.656250 Penalty: 2867.541992
	Iteration 12Q: 3 clusters Score -330606.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -330657.281250 Penalty: 2867.541992
	Iteration 13Q: 3 clusters Score -330657.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -330714.125000 Penalty: 2867.541992
	Iteration 14Q: 3 clusters Score -330714.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -330778.718750 Penalty: 2867.541992
	Iteration 15Q: 3 clusters Score -330778.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -330843.562500 Penalty: 2867.541992
	Iteration 16Q: 3 clusters Score -330843.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -330880.750000 Penalty: 2867.541992
	Iteration 17Q: 3 clusters Score -330880.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -330901.218750 Penalty: 2867.541992
	Iteration 18Q: 3 clusters Score -330901.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -330911.406250 Penalty: 2867.541992
	Iteration 19Q: 3 clusters Score -330911.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -330924.625000 Penalty: 2867.541992
	Iteration 20F: 3 clusters Score -330924.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -330933.906250 Penalty: 2867.541992
	Iteration 21Q: 3 clusters Score -330933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -330939.968750 Penalty: 2867.541992
	Iteration 22Q: 3 clusters Score -330940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -330945.812500 Penalty: 2867.541992
	Iteration 23Q: 3 clusters Score -330945.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -330950.843750 Penalty: 2867.541992
	Iteration 24Q: 3 clusters Score -330950.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -330953.187500 Penalty: 2867.541992
	Iteration 25Q: 3 clusters Score -330953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -330957.250000 Penalty: 2867.541992
	Iteration 26Q: 3 clusters Score -330957.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -330960.562500 Penalty: 2867.541992
	Iteration 27Q: 3 clusters Score -330960.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -330962.843750 Penalty: 2867.541992
	Iteration 28Q: 3 clusters Score -330962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -330966.625000 Penalty: 2867.541992
	Iteration 29Q: 3 clusters Score -330966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -330969.312500 Penalty: 2867.541992
	Iteration 30Q: 3 clusters Score -330969.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -330972.437500 Penalty: 2867.541992
	Iteration 31Q: 3 clusters Score -330972.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -330973.437500 Penalty: 2867.541992
	Iteration 32Q: 3 clusters Score -330973.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -330975.750000 Penalty: 2867.541992
	Iteration 33Q: 3 clusters Score -330975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -330977.562500 Penalty: 2867.541992
	Iteration 34Q: 3 clusters Score -330977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -330977.968750 Penalty: 2867.541992
	Iteration 35Q: 3 clusters Score -330978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -330980.125000 Penalty: 2867.541992
	Iteration 36Q: 3 clusters Score -330980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -330981.156250 Penalty: 2867.541992
	Iteration 37Q: 3 clusters Score -330981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -330983.187500 Penalty: 2867.541992
	Iteration 38Q: 3 clusters Score -330983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -330985.406250 Penalty: 2867.541992
	Iteration 39Q: 3 clusters Score -330985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -330985.406250 Penalty: 2867.541992
	Iteration 40F: 3 clusters Score -330985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -330987.156250 Penalty: 2867.541992
	Iteration 41Q: 3 clusters Score -330987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -330988.406250 Penalty: 2867.541992
	Iteration 42Q: 3 clusters Score -330988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -330991.312500 Penalty: 2867.541992
	Iteration 43Q: 3 clusters Score -330991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -330994.531250 Penalty: 2867.541992
	Iteration 44Q: 3 clusters Score -330994.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -330999.000000 Penalty: 2867.541992
	Iteration 45Q: 3 clusters Score -330999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -331005.281250 Penalty: 2867.541992
	Iteration 46Q: 3 clusters Score -331005.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -331010.281250 Penalty: 2867.541992
	Iteration 47Q: 3 clusters Score -331010.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -331017.125000 Penalty: 2867.541992
	Iteration 48Q: 3 clusters Score -331017.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -331024.718750 Penalty: 2867.541992
	Iteration 49Q: 3 clusters Score -331024.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -331030.218750 Penalty: 2867.541992
	Iteration 50Q: 3 clusters Score -331030.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -331038.906250 Penalty: 2867.541992
	Iteration 51Q: 3 clusters Score -331038.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -331049.281250 Penalty: 2867.541992
	Iteration 52Q: 3 clusters Score -331049.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -331058.843750 Penalty: 2867.541992
	Iteration 53Q: 3 clusters Score -331058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -331065.750000 Penalty: 2867.541992
	Iteration 54Q: 3 clusters Score -331065.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -331076.187500 Penalty: 2867.541992
	Iteration 55Q: 3 clusters Score -331076.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -331080.687500 Penalty: 2867.541992
	Iteration 56Q: 3 clusters Score -331080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -331082.312500 Penalty: 2867.541992
	Iteration 57Q: 3 clusters Score -331082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -331084.406250 Penalty: 2867.541992
	Iteration 58Q: 3 clusters Score -331084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -331086.937500 Penalty: 2867.541992
	Iteration 59Q: 3 clusters Score -331086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -331087.218750 Penalty: 2867.541992
	Iteration 60F: 3 clusters Score -331087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -331087.406250 Penalty: 2867.541992
	Iteration 61Q: 3 clusters Score -331087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -331087.687500 Penalty: 2867.541992
	Iteration 62Q: 3 clusters Score -331087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -331087.687500 Penalty: 2867.541992
	Iteration 63Q: 3 clusters Score -331087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -331087.468750 Penalty: 2867.541992
	Iteration 64Q: 3 clusters Score -331087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -331087.468750 Penalty: 2867.541992
	Iteration 65F: 3 clusters Score -331087.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Entering Unmasked Estep 
Score: -991352.125000 Penalty: 1581.785156
	Iteration 0F: 2 clusters Score -991352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -979770.500000 Penalty: 3163.570312
	Iteration 0F: 3 clusters Score -979770.5 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -984206.062500 Penalty: 3163.570312
	Iteration 1F: 3 clusters Score -984206.1 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -985071.187500 Penalty: 3163.570312
	Iteration 2F: 3 clusters Score -985071.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -986261.375000 Penalty: 3163.570312
	Iteration 3F: 3 clusters Score -986261.4 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -987586.750000 Penalty: 3163.570312
	Iteration 4F: 3 clusters Score -987586.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -988680.937500 Penalty: 3163.570312
	Iteration 5F: 3 clusters Score -988680.9 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -989237.000000 Penalty: 3163.570312
	Iteration 6F: 3 clusters Score -989237 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -989492.187500 Penalty: 3163.570312
	Iteration 7Q: 3 clusters Score -989492.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -989623.187500 Penalty: 3163.570312
	Iteration 8Q: 3 clusters Score -989623.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -989689.750000 Penalty: 3163.570312
	Iteration 9Q: 3 clusters Score -989689.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -989740.125000 Penalty: 3163.570312
	Iteration 10Q: 3 clusters Score -989740.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -989790.187500 Penalty: 3163.570312
	Iteration 11Q: 3 clusters Score -989790.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -989834.312500 Penalty: 3163.570312
	Iteration 12Q: 3 clusters Score -989834.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -989877.375000 Penalty: 3163.570312
	Iteration 13Q: 3 clusters Score -989877.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -989920.687500 Penalty: 3163.570312
	Iteration 14Q: 3 clusters Score -989920.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -989967.062500 Penalty: 3163.570312
	Iteration 15Q: 3 clusters Score -989967.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -990010.562500 Penalty: 3163.570312
	Iteration 16Q: 3 clusters Score -990010.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -990052.812500 Penalty: 3163.570312
	Iteration 17Q: 3 clusters Score -990052.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -990091.375000 Penalty: 3163.570312
	Iteration 18Q: 3 clusters Score -990091.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -990122.500000 Penalty: 3163.570312
	Iteration 19Q: 3 clusters Score -990122.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -990140.375000 Penalty: 3163.570312
	Iteration 20F: 3 clusters Score -990140.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -990147.875000 Penalty: 3163.570312
	Iteration 21Q: 3 clusters Score -990147.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -990161.062500 Penalty: 3163.570312
	Iteration 22Q: 3 clusters Score -990161.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -990176.875000 Penalty: 3163.570312
	Iteration 23Q: 3 clusters Score -990176.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -990179.875000 Penalty: 3163.570312
	Iteration 24Q: 3 clusters Score -990179.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -990190.500000 Penalty: 3163.570312
	Iteration 25Q: 3 clusters Score -990190.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -990187.812500 Penalty: 3163.570312
	Iteration 26Q: 3 clusters Score -990187.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -990191.500000 Penalty: 3163.570312
	Iteration 27Q: 3 clusters Score -990191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -990196.375000 Penalty: 3163.570312
	Iteration 28Q: 3 clusters Score -990196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -990196.562500 Penalty: 3163.570312
	Iteration 29Q: 3 clusters Score -990196.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -990198.812500 Penalty: 3163.570312
	Iteration 30Q: 3 clusters Score -990198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -990198.562500 Penalty: 3163.570312
	Iteration 31Q: 3 clusters Score -990198.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -990201.000000 Penalty: 3163.570312
	Iteration 32Q: 3 clusters Score -990201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -990203.562500 Penalty: 3163.570312
	Iteration 33Q: 3 clusters Score -990203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -990203.062500 Penalty: 3163.570312
	Iteration 34Q: 3 clusters Score -990203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -990205.000000 Penalty: 3163.570312
	Iteration 35Q: 3 clusters Score -990205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -990205.000000 Penalty: 3163.570312
	Iteration 36Q: 3 clusters Score -990205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -990203.625000 Penalty: 3163.570312
	Iteration 37Q: 3 clusters Score -990203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -990207.937500 Penalty: 3163.570312
	Iteration 38Q: 3 clusters Score -990207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -990204.187500 Penalty: 3163.570312
	Iteration 39Q: 3 clusters Score -990204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -990205.750000 Penalty: 3163.570312
	Iteration 40F: 3 clusters Score -990205.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -990207.000000 Penalty: 3163.570312
	Iteration 41Q: 3 clusters Score -990207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -990208.812500 Penalty: 3163.570312
	Iteration 42Q: 3 clusters Score -990208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -990208.562500 Penalty: 3163.570312
	Iteration 43Q: 3 clusters Score -990208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -990209.937500 Penalty: 3163.570312
	Iteration 44Q: 3 clusters Score -990209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -990206.750000 Penalty: 3163.570312
	Iteration 45Q: 3 clusters Score -990206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -990207.562500 Penalty: 3163.570312
	Iteration 46Q: 3 clusters Score -990207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -990207.562500 Penalty: 3163.570312
	Iteration 47F: 3 clusters Score -990207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Entering Unmasked Estep 
Score: -798746.500000 Penalty: 1552.225220
	Iteration 0F: 2 clusters Score -798746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -789008.937500 Penalty: 3104.450439
	Iteration 0F: 3 clusters Score -789008.9 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -793317.125000 Penalty: 3104.450439
	Iteration 1F: 3 clusters Score -793317.1 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -795103.000000 Penalty: 3104.450439
	Iteration 2F: 3 clusters Score -795103 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -796812.625000 Penalty: 3104.450439
	Iteration 3F: 3 clusters Score -796812.6 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -798479.937500 Penalty: 3104.450439
	Iteration 4F: 3 clusters Score -798479.9 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -799941.500000 Penalty: 3104.450439
	Iteration 5F: 3 clusters Score -799941.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -800983.875000 Penalty: 3104.450439
	Iteration 6F: 3 clusters Score -800983.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -801742.062500 Penalty: 3104.450439
	Iteration 7Q: 3 clusters Score -801742.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -802199.187500 Penalty: 3104.450439
	Iteration 8Q: 3 clusters Score -802199.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -802566.187500 Penalty: 3104.450439
	Iteration 9Q: 3 clusters Score -802566.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -802823.125000 Penalty: 3104.450439
	Iteration 10Q: 3 clusters Score -802823.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -803042.562500 Penalty: 3104.450439
	Iteration 11Q: 3 clusters Score -803042.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -803244.500000 Penalty: 3104.450439
	Iteration 12Q: 3 clusters Score -803244.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -803442.375000 Penalty: 3104.450439
	Iteration 13Q: 3 clusters Score -803442.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -803629.875000 Penalty: 3104.450439
	Iteration 14Q: 3 clusters Score -803629.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -803767.187500 Penalty: 3104.450439
	Iteration 15Q: 3 clusters Score -803767.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -803821.250000 Penalty: 3104.450439
	Iteration 16Q: 3 clusters Score -803821.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -803831.562500 Penalty: 3104.450439
	Iteration 17Q: 3 clusters Score -803831.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -803837.062500 Penalty: 3104.450439
	Iteration 18Q: 3 clusters Score -803837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -803840.312500 Penalty: 3104.450439
	Iteration 19Q: 3 clusters Score -803840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -803852.250000 Penalty: 3104.450439
	Iteration 20F: 3 clusters Score -803852.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -803854.000000 Penalty: 3104.450439
	Iteration 21Q: 3 clusters Score -803854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -803856.437500 Penalty: 3104.450439
	Iteration 22Q: 3 clusters Score -803856.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -803859.000000 Penalty: 3104.450439
	Iteration 23Q: 3 clusters Score -803859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -803858.500000 Penalty: 3104.450439
	Iteration 24Q: 3 clusters Score -803858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -803859.250000 Penalty: 3104.450439
	Iteration 25Q: 3 clusters Score -803859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -803859.125000 Penalty: 3104.450439
	Iteration 26Q: 3 clusters Score -803859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -803860.000000 Penalty: 3104.450439
	Iteration 27Q: 3 clusters Score -803860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -803860.000000 Penalty: 3104.450439
	Iteration 28F: 3 clusters Score -803860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
Score: -12650595.000000 Penalty: 44196.562500
Splitting cluster 7 changes total score from -12641328.000000 to -12650595.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (8937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Entering Unmasked Estep 
Score: -512268.312500 Penalty: 1478.417847
	Iteration 0F: 2 clusters Score -512268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -505815.218750 Penalty: 2956.835693
	Iteration 0F: 3 clusters Score -505815.2 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -507939.093750 Penalty: 2956.835693
	Iteration 1F: 3 clusters Score -507939.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -508339.906250 Penalty: 2956.835693
	Iteration 2F: 3 clusters Score -508339.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -508890.843750 Penalty: 2956.835693
	Iteration 3F: 3 clusters Score -508890.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -509472.906250 Penalty: 2956.835693
	Iteration 4F: 3 clusters Score -509472.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -510030.406250 Penalty: 2956.835693
	Iteration 5F: 3 clusters Score -510030.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -510535.750000 Penalty: 2956.835693
	Iteration 6F: 3 clusters Score -510535.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -510936.843750 Penalty: 2956.835693
	Iteration 7F: 3 clusters Score -510936.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -511203.718750 Penalty: 2956.835693
	Iteration 8Q: 3 clusters Score -511203.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -511366.718750 Penalty: 2956.835693
	Iteration 9Q: 3 clusters Score -511366.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -511476.437500 Penalty: 2956.835693
	Iteration 10Q: 3 clusters Score -511476.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -511540.250000 Penalty: 2956.835693
	Iteration 11Q: 3 clusters Score -511540.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -511585.437500 Penalty: 2956.835693
	Iteration 12Q: 3 clusters Score -511585.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -511624.125000 Penalty: 2956.835693
	Iteration 13Q: 3 clusters Score -511624.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -511668.406250 Penalty: 2956.835693
	Iteration 14Q: 3 clusters Score -511668.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -511720.437500 Penalty: 2956.835693
	Iteration 15Q: 3 clusters Score -511720.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -511766.406250 Penalty: 2956.835693
	Iteration 16Q: 3 clusters Score -511766.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -511811.625000 Penalty: 2956.835693
	Iteration 17Q: 3 clusters Score -511811.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -511845.687500 Penalty: 2956.835693
	Iteration 18Q: 3 clusters Score -511845.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -511881.375000 Penalty: 2956.835693
	Iteration 19Q: 3 clusters Score -511881.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -511917.593750 Penalty: 2956.835693
	Iteration 20F: 3 clusters Score -511917.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -511954.500000 Penalty: 2956.835693
	Iteration 21Q: 3 clusters Score -511954.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -511992.562500 Penalty: 2956.835693
	Iteration 22Q: 3 clusters Score -511992.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -512039.281250 Penalty: 2956.835693
	Iteration 23Q: 3 clusters Score -512039.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -512093.250000 Penalty: 2956.835693
	Iteration 24Q: 3 clusters Score -512093.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -512143.218750 Penalty: 2956.835693
	Iteration 25Q: 3 clusters Score -512143.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -512184.218750 Penalty: 2956.835693
	Iteration 26Q: 3 clusters Score -512184.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -512219.687500 Penalty: 2956.835693
	Iteration 27Q: 3 clusters Score -512219.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -512249.312500 Penalty: 2956.835693
	Iteration 28Q: 3 clusters Score -512249.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -512264.562500 Penalty: 2956.835693
	Iteration 29Q: 3 clusters Score -512264.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -512277.000000 Penalty: 2956.835693
	Iteration 30Q: 3 clusters Score -512277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -512285.187500 Penalty: 2956.835693
	Iteration 31Q: 3 clusters Score -512285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -512294.531250 Penalty: 2956.835693
	Iteration 32Q: 3 clusters Score -512294.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -512301.500000 Penalty: 2956.835693
	Iteration 33Q: 3 clusters Score -512301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -512308.218750 Penalty: 2956.835693
	Iteration 34Q: 3 clusters Score -512308.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -512313.125000 Penalty: 2956.835693
	Iteration 35Q: 3 clusters Score -512313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -512314.656250 Penalty: 2956.835693
	Iteration 36Q: 3 clusters Score -512314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -512315.906250 Penalty: 2956.835693
	Iteration 37Q: 3 clusters Score -512315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -512316.031250 Penalty: 2956.835693
	Iteration 38Q: 3 clusters Score -512316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -512316.812500 Penalty: 2956.835693
	Iteration 39Q: 3 clusters Score -512316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -512317.781250 Penalty: 2956.835693
	Iteration 40F: 3 clusters Score -512317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -512317.625000 Penalty: 2956.835693
	Iteration 41Q: 3 clusters Score -512317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -512317.625000 Penalty: 2956.835693
	Iteration 42F: 3 clusters Score -512317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 12725 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
Score: -12650107.000000 Penalty: 46205.496094
Splitting cluster 9 changes total score from -12641328.000000 to -12650107.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (12725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Entering Unmasked Estep 
Score: -752689.937500 Penalty: 1535.840088
	Iteration 0F: 2 clusters Score -752689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -743825.562500 Penalty: 3071.680176
	Iteration 0F: 3 clusters Score -743825.6 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -747159.062500 Penalty: 3071.680176
	Iteration 1F: 3 clusters Score -747159.1 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -747906.562500 Penalty: 3071.680176
	Iteration 2F: 3 clusters Score -747906.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -748918.875000 Penalty: 3071.680176
	Iteration 3F: 3 clusters Score -748918.9 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -750111.812500 Penalty: 3071.680176
	Iteration 4F: 3 clusters Score -750111.8 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -751200.750000 Penalty: 3071.680176
	Iteration 5F: 3 clusters Score -751200.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -752005.187500 Penalty: 3071.680176
	Iteration 6F: 3 clusters Score -752005.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -752476.687500 Penalty: 3071.680176
	Iteration 7Q: 3 clusters Score -752476.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -752750.187500 Penalty: 3071.680176
	Iteration 8Q: 3 clusters Score -752750.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -752916.875000 Penalty: 3071.680176
	Iteration 9Q: 3 clusters Score -752916.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -753003.562500 Penalty: 3071.680176
	Iteration 10Q: 3 clusters Score -753003.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -753044.562500 Penalty: 3071.680176
	Iteration 11Q: 3 clusters Score -753044.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -753060.937500 Penalty: 3071.680176
	Iteration 12Q: 3 clusters Score -753060.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -753073.437500 Penalty: 3071.680176
	Iteration 13Q: 3 clusters Score -753073.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -753082.312500 Penalty: 3071.680176
	Iteration 14Q: 3 clusters Score -753082.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -753088.000000 Penalty: 3071.680176
	Iteration 15Q: 3 clusters Score -753088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -753092.812500 Penalty: 3071.680176
	Iteration 16Q: 3 clusters Score -753092.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -753096.625000 Penalty: 3071.680176
	Iteration 17Q: 3 clusters Score -753096.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -753100.000000 Penalty: 3071.680176
	Iteration 18Q: 3 clusters Score -753100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -753102.812500 Penalty: 3071.680176
	Iteration 19Q: 3 clusters Score -753102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -753103.375000 Penalty: 3071.680176
	Iteration 20F: 3 clusters Score -753103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -753104.375000 Penalty: 3071.680176
	Iteration 21Q: 3 clusters Score -753104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -753103.937500 Penalty: 3071.680176
	Iteration 22Q: 3 clusters Score -753103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -753104.250000 Penalty: 3071.680176
	Iteration 23Q: 3 clusters Score -753104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -753103.375000 Penalty: 3071.680176
	Iteration 24Q: 3 clusters Score -753103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -753104.750000 Penalty: 3071.680176
	Iteration 25Q: 3 clusters Score -753104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -753104.812500 Penalty: 3071.680176
	Iteration 26Q: 3 clusters Score -753104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -753105.375000 Penalty: 3071.680176
	Iteration 27Q: 3 clusters Score -753105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -753105.375000 Penalty: 3071.680176
	Iteration 28F: 3 clusters Score -753105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
Score: -12650075.000000 Penalty: 48214.429688
Splitting cluster 10 changes total score from -12641328.000000 to -12650075.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -862444.250000 Penalty: 1556.823853
	Iteration 0F: 2 clusters Score -862444.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -852348.062500 Penalty: 3113.647705
	Iteration 0F: 3 clusters Score -852348.1 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -856139.187500 Penalty: 3113.647705
	Iteration 1F: 3 clusters Score -856139.2 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -857024.250000 Penalty: 3113.647705
	Iteration 2F: 3 clusters Score -857024.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -858167.375000 Penalty: 3113.647705
	Iteration 3F: 3 clusters Score -858167.4 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -859238.250000 Penalty: 3113.647705
	Iteration 4F: 3 clusters Score -859238.2 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -860144.750000 Penalty: 3113.647705
	Iteration 5F: 3 clusters Score -860144.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -860786.500000 Penalty: 3113.647705
	Iteration 6F: 3 clusters Score -860786.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -861203.625000 Penalty: 3113.647705
	Iteration 7Q: 3 clusters Score -861203.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -861437.812500 Penalty: 3113.647705
	Iteration 8Q: 3 clusters Score -861437.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -861621.687500 Penalty: 3113.647705
	Iteration 9Q: 3 clusters Score -861621.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -861753.812500 Penalty: 3113.647705
	Iteration 10Q: 3 clusters Score -861753.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -861857.750000 Penalty: 3113.647705
	Iteration 11Q: 3 clusters Score -861857.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -861977.937500 Penalty: 3113.647705
	Iteration 12Q: 3 clusters Score -861977.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -862105.562500 Penalty: 3113.647705
	Iteration 13Q: 3 clusters Score -862105.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -862217.187500 Penalty: 3113.647705
	Iteration 14Q: 3 clusters Score -862217.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -862332.750000 Penalty: 3113.647705
	Iteration 15Q: 3 clusters Score -862332.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -862416.812500 Penalty: 3113.647705
	Iteration 16Q: 3 clusters Score -862416.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -862477.187500 Penalty: 3113.647705
	Iteration 17Q: 3 clusters Score -862477.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -862526.812500 Penalty: 3113.647705
	Iteration 18Q: 3 clusters Score -862526.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -862570.687500 Penalty: 3113.647705
	Iteration 19Q: 3 clusters Score -862570.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -862602.187500 Penalty: 3113.647705
	Iteration 20F: 3 clusters Score -862602.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -862636.250000 Penalty: 3113.647705
	Iteration 21Q: 3 clusters Score -862636.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -862668.250000 Penalty: 3113.647705
	Iteration 22Q: 3 clusters Score -862668.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -862694.625000 Penalty: 3113.647705
	Iteration 23Q: 3 clusters Score -862694.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -862716.500000 Penalty: 3113.647705
	Iteration 24Q: 3 clusters Score -862716.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -862733.062500 Penalty: 3113.647705
	Iteration 25Q: 3 clusters Score -862733.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -862748.937500 Penalty: 3113.647705
	Iteration 26Q: 3 clusters Score -862748.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -862756.500000 Penalty: 3113.647705
	Iteration 27Q: 3 clusters Score -862756.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -862760.687500 Penalty: 3113.647705
	Iteration 28Q: 3 clusters Score -862760.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -862770.187500 Penalty: 3113.647705
	Iteration 29Q: 3 clusters Score -862770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -862774.500000 Penalty: 3113.647705
	Iteration 30Q: 3 clusters Score -862774.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -862778.437500 Penalty: 3113.647705
	Iteration 31Q: 3 clusters Score -862778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -862780.000000 Penalty: 3113.647705
	Iteration 32Q: 3 clusters Score -862780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -862783.937500 Penalty: 3113.647705
	Iteration 33Q: 3 clusters Score -862783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -862786.750000 Penalty: 3113.647705
	Iteration 34Q: 3 clusters Score -862786.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -862793.687500 Penalty: 3113.647705
	Iteration 35Q: 3 clusters Score -862793.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -862796.312500 Penalty: 3113.647705
	Iteration 36Q: 3 clusters Score -862796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -862797.500000 Penalty: 3113.647705
	Iteration 37Q: 3 clusters Score -862797.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -862799.750000 Penalty: 3113.647705
	Iteration 38Q: 3 clusters Score -862799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -862800.375000 Penalty: 3113.647705
	Iteration 39Q: 3 clusters Score -862800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -862804.062500 Penalty: 3113.647705
	Iteration 40F: 3 clusters Score -862804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -862811.250000 Penalty: 3113.647705
	Iteration 41Q: 3 clusters Score -862811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -862816.375000 Penalty: 3113.647705
	Iteration 42Q: 3 clusters Score -862816.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -862822.562500 Penalty: 3113.647705
	Iteration 43Q: 3 clusters Score -862822.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -862824.937500 Penalty: 3113.647705
	Iteration 44Q: 3 clusters Score -862824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -862827.937500 Penalty: 3113.647705
	Iteration 45Q: 3 clusters Score -862827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -862828.625000 Penalty: 3113.647705
	Iteration 46Q: 3 clusters Score -862828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -862829.500000 Penalty: 3113.647705
	Iteration 47Q: 3 clusters Score -862829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -862830.562500 Penalty: 3113.647705
	Iteration 48Q: 3 clusters Score -862830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -862832.312500 Penalty: 3113.647705
	Iteration 49Q: 3 clusters Score -862832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -862832.062500 Penalty: 3113.647705
	Iteration 50Q: 3 clusters Score -862832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -862831.875000 Penalty: 3113.647705
	Iteration 51Q: 3 clusters Score -862831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -862832.812500 Penalty: 3113.647705
	Iteration 52Q: 3 clusters Score -862832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -862832.812500 Penalty: 3113.647705
	Iteration 53F: 3 clusters Score -862832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Entering Unmasked Estep 
Score: -12650031.000000 Penalty: 50223.367188
Splitting cluster 11 changes total score from -12641328.000000 to -12650031.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -113180.632812 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -113180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -111017.234375 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -111017.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -111552.054688 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -111552.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -111728.804688 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -111728.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -111867.234375 Penalty: 2484.598877
	Iteration 3F: 3 clusters Score -111867.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -112011.039062 Penalty: 2484.598877
	Iteration 4F: 3 clusters Score -112011 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112181.132812 Penalty: 2484.598877
	Iteration 5F: 3 clusters Score -112181.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -112364.218750 Penalty: 2484.598877
	Iteration 6F: 3 clusters Score -112364.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -112513.187500 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -112513.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -112742.539062 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -112742.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -113008.640625 Penalty: 2484.598877
	Iteration 9F: 3 clusters Score -113008.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -113260.359375 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -113260.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -113513.085938 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -113513.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -113565.539062 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -113565.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -113588.734375 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -113588.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113602.117188 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -113602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -113607.132812 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -113607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -113612.726562 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -113612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -113617.984375 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -113618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -113623.195312 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -113623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -113626.625000 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -113626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -113629.921875 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -113629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -113635.710938 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -113635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -113642.382812 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -113642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -113644.351562 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -113644.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -113646.015625 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -113646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -113648.031250 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -113648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -113649.804688 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -113649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -113652.226562 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -113652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -113655.250000 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -113655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -113660.453125 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -113660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -113664.382812 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -113664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -113666.281250 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -113666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -113667.500000 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -113667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -113669.101562 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -113669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -113671.085938 Penalty: 2484.598877
	Iteration 34Q: 3 clusters Score -113671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -113672.601562 Penalty: 2484.598877
	Iteration 35Q: 3 clusters Score -113672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -113674.125000 Penalty: 2484.598877
	Iteration 36Q: 3 clusters Score -113674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -113674.765625 Penalty: 2484.598877
	Iteration 37Q: 3 clusters Score -113674.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -113675.273438 Penalty: 2484.598877
	Iteration 38Q: 3 clusters Score -113675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -113675.757812 Penalty: 2484.598877
	Iteration 39Q: 3 clusters Score -113675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -113676.484375 Penalty: 2484.598877
	Iteration 40F: 3 clusters Score -113676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 11665 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Entering Unmasked Estep 
Score: -12649778.000000 Penalty: 52232.300781
Splitting cluster 12 changes total score from -12641328.000000 to -12649778.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (11665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Entering Unmasked Estep 
Score: -655166.625000 Penalty: 1521.706665
	Iteration 0F: 2 clusters Score -655166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -647016.562500 Penalty: 3043.413330
	Iteration 0F: 3 clusters Score -647016.6 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -650372.437500 Penalty: 3043.413330
	Iteration 1F: 3 clusters Score -650372.4 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -651969.250000 Penalty: 3043.413330
	Iteration 2F: 3 clusters Score -651969.2 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -653738.062500 Penalty: 3043.413330
	Iteration 3F: 3 clusters Score -653738.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -654827.937500 Penalty: 3043.413330
	Iteration 4F: 3 clusters Score -654827.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -655475.375000 Penalty: 3043.413330
	Iteration 5F: 3 clusters Score -655475.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -656085.312500 Penalty: 3043.413330
	Iteration 6F: 3 clusters Score -656085.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -656613.750000 Penalty: 3043.413330
	Iteration 7Q: 3 clusters Score -656613.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -657017.125000 Penalty: 3043.413330
	Iteration 8Q: 3 clusters Score -657017.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -657265.625000 Penalty: 3043.413330
	Iteration 9Q: 3 clusters Score -657265.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -657440.062500 Penalty: 3043.413330
	Iteration 10Q: 3 clusters Score -657440.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -657583.500000 Penalty: 3043.413330
	Iteration 11Q: 3 clusters Score -657583.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -657708.750000 Penalty: 3043.413330
	Iteration 12Q: 3 clusters Score -657708.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -657887.937500 Penalty: 3043.413330
	Iteration 13Q: 3 clusters Score -657887.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -658116.312500 Penalty: 3043.413330
	Iteration 14Q: 3 clusters Score -658116.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -658372.250000 Penalty: 3043.413330
	Iteration 15Q: 3 clusters Score -658372.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -658517.750000 Penalty: 3043.413330
	Iteration 16Q: 3 clusters Score -658517.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -658615.812500 Penalty: 3043.413330
	Iteration 17Q: 3 clusters Score -658615.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -658696.500000 Penalty: 3043.413330
	Iteration 18Q: 3 clusters Score -658696.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -658752.125000 Penalty: 3043.413330
	Iteration 19Q: 3 clusters Score -658752.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -658771.437500 Penalty: 3043.413330
	Iteration 20F: 3 clusters Score -658771.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -658778.812500 Penalty: 3043.413330
	Iteration 21Q: 3 clusters Score -658778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -658781.187500 Penalty: 3043.413330
	Iteration 22Q: 3 clusters Score -658781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -658783.562500 Penalty: 3043.413330
	Iteration 23Q: 3 clusters Score -658783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -658782.875000 Penalty: 3043.413330
	Iteration 24Q: 3 clusters Score -658782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -658782.562500 Penalty: 3043.413330
	Iteration 25Q: 3 clusters Score -658782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -658782.562500 Penalty: 3043.413330
	Iteration 26F: 3 clusters Score -658782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Entering Unmasked Estep 
Score: -12652948.000000 Penalty: 54241.234375
Splitting cluster 13 changes total score from -12641328.000000 to -12652948.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -349773.531250 Penalty: 1413.725342
	Iteration 0F: 2 clusters Score -349773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -345186.781250 Penalty: 2827.450684
	Iteration 0F: 3 clusters Score -345186.8 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -346579.375000 Penalty: 2827.450684
	Iteration 1F: 3 clusters Score -346579.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -346774.968750 Penalty: 2827.450684
	Iteration 2F: 3 clusters Score -346775 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -346892.812500 Penalty: 2827.450684
	Iteration 3Q: 3 clusters Score -346892.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -346974.687500 Penalty: 2827.450684
	Iteration 4Q: 3 clusters Score -346974.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -347031.937500 Penalty: 2827.450684
	Iteration 5Q: 3 clusters Score -347031.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -347079.625000 Penalty: 2827.450684
	Iteration 6Q: 3 clusters Score -347079.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -347127.875000 Penalty: 2827.450684
	Iteration 7Q: 3 clusters Score -347127.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -347183.906250 Penalty: 2827.450684
	Iteration 8Q: 3 clusters Score -347183.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -347262.843750 Penalty: 2827.450684
	Iteration 9Q: 3 clusters Score -347262.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -347357.625000 Penalty: 2827.450684
	Iteration 10Q: 3 clusters Score -347357.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -347461.093750 Penalty: 2827.450684
	Iteration 11Q: 3 clusters Score -347461.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -347617.843750 Penalty: 2827.450684
	Iteration 12Q: 3 clusters Score -347617.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -347788.437500 Penalty: 2827.450684
	Iteration 13Q: 3 clusters Score -347788.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -347938.687500 Penalty: 2827.450684
	Iteration 14Q: 3 clusters Score -347938.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -348059.843750 Penalty: 2827.450684
	Iteration 15Q: 3 clusters Score -348059.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -348154.750000 Penalty: 2827.450684
	Iteration 16Q: 3 clusters Score -348154.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -348237.281250 Penalty: 2827.450684
	Iteration 17Q: 3 clusters Score -348237.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -348309.656250 Penalty: 2827.450684
	Iteration 18Q: 3 clusters Score -348309.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -348365.593750 Penalty: 2827.450684
	Iteration 19Q: 3 clusters Score -348365.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -348398.843750 Penalty: 2827.450684
	Iteration 20F: 3 clusters Score -348398.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -348421.656250 Penalty: 2827.450684
	Iteration 21Q: 3 clusters Score -348421.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -348438.531250 Penalty: 2827.450684
	Iteration 22Q: 3 clusters Score -348438.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -348454.750000 Penalty: 2827.450684
	Iteration 23Q: 3 clusters Score -348454.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -348471.281250 Penalty: 2827.450684
	Iteration 24Q: 3 clusters Score -348471.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -348489.406250 Penalty: 2827.450684
	Iteration 25Q: 3 clusters Score -348489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -348502.593750 Penalty: 2827.450684
	Iteration 26Q: 3 clusters Score -348502.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -348515.562500 Penalty: 2827.450684
	Iteration 27Q: 3 clusters Score -348515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -348520.875000 Penalty: 2827.450684
	Iteration 28Q: 3 clusters Score -348520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -348524.406250 Penalty: 2827.450684
	Iteration 29Q: 3 clusters Score -348524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -348529.875000 Penalty: 2827.450684
	Iteration 30Q: 3 clusters Score -348529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -348533.656250 Penalty: 2827.450684
	Iteration 31Q: 3 clusters Score -348533.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -348538.281250 Penalty: 2827.450684
	Iteration 32Q: 3 clusters Score -348538.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -348541.718750 Penalty: 2827.450684
	Iteration 33Q: 3 clusters Score -348541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -348545.156250 Penalty: 2827.450684
	Iteration 34Q: 3 clusters Score -348545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -348548.625000 Penalty: 2827.450684
	Iteration 35Q: 3 clusters Score -348548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -348555.906250 Penalty: 2827.450684
	Iteration 36Q: 3 clusters Score -348555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -348557.750000 Penalty: 2827.450684
	Iteration 37Q: 3 clusters Score -348557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -348559.281250 Penalty: 2827.450684
	Iteration 38Q: 3 clusters Score -348559.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -348562.312500 Penalty: 2827.450684
	Iteration 39Q: 3 clusters Score -348562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -348564.062500 Penalty: 2827.450684
	Iteration 40F: 3 clusters Score -348564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -348563.906250 Penalty: 2827.450684
	Iteration 41Q: 3 clusters Score -348563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -348563.906250 Penalty: 2827.450684
	Iteration 42F: 3 clusters Score -348563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -247005.031250 Penalty: 1358.587646
	Iteration 0F: 2 clusters Score -247005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -243460.468750 Penalty: 2717.175293
	Iteration 0F: 3 clusters Score -243460.5 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -244590.765625 Penalty: 2717.175293
	Iteration 1F: 3 clusters Score -244590.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -245056.453125 Penalty: 2717.175293
	Iteration 2F: 3 clusters Score -245056.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -245495.046875 Penalty: 2717.175293
	Iteration 3F: 3 clusters Score -245495 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -245859.656250 Penalty: 2717.175293
	Iteration 4F: 3 clusters Score -245859.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -246182.375000 Penalty: 2717.175293
	Iteration 5F: 3 clusters Score -246182.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -246437.843750 Penalty: 2717.175293
	Iteration 6Q: 3 clusters Score -246437.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -246647.375000 Penalty: 2717.175293
	Iteration 7Q: 3 clusters Score -246647.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -246820.015625 Penalty: 2717.175293
	Iteration 8Q: 3 clusters Score -246820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -246965.046875 Penalty: 2717.175293
	Iteration 9Q: 3 clusters Score -246965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -247082.078125 Penalty: 2717.175293
	Iteration 10Q: 3 clusters Score -247082.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -247144.968750 Penalty: 2717.175293
	Iteration 11Q: 3 clusters Score -247145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -247194.031250 Penalty: 2717.175293
	Iteration 12Q: 3 clusters Score -247194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -247224.796875 Penalty: 2717.175293
	Iteration 13Q: 3 clusters Score -247224.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -247260.484375 Penalty: 2717.175293
	Iteration 14Q: 3 clusters Score -247260.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -247286.500000 Penalty: 2717.175293
	Iteration 15Q: 3 clusters Score -247286.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -247306.984375 Penalty: 2717.175293
	Iteration 16Q: 3 clusters Score -247307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -247321.828125 Penalty: 2717.175293
	Iteration 17Q: 3 clusters Score -247321.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -247328.390625 Penalty: 2717.175293
	Iteration 18Q: 3 clusters Score -247328.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -247334.734375 Penalty: 2717.175293
	Iteration 19Q: 3 clusters Score -247334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -247337.890625 Penalty: 2717.175293
	Iteration 20F: 3 clusters Score -247337.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -247341.375000 Penalty: 2717.175293
	Iteration 21Q: 3 clusters Score -247341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -247343.578125 Penalty: 2717.175293
	Iteration 22Q: 3 clusters Score -247343.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -247347.046875 Penalty: 2717.175293
	Iteration 23Q: 3 clusters Score -247347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -247350.875000 Penalty: 2717.175293
	Iteration 24Q: 3 clusters Score -247350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -247353.234375 Penalty: 2717.175293
	Iteration 25Q: 3 clusters Score -247353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247353.843750 Penalty: 2717.175293
	Iteration 26Q: 3 clusters Score -247353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -247354.359375 Penalty: 2717.175293
	Iteration 27Q: 3 clusters Score -247354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -247354.359375 Penalty: 2717.175293
	Iteration 28F: 3 clusters Score -247354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Entering Unmasked Estep 
Score: -12652652.000000 Penalty: 56250.171875
Splitting cluster 15 changes total score from -12641328.000000 to -12652652.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (16834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Entering Unmasked Estep 
Score: -975202.375000 Penalty: 1581.312866
	Iteration 0F: 2 clusters Score -975202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -963626.250000 Penalty: 3162.625732
	Iteration 0F: 3 clusters Score -963626.2 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -967990.437500 Penalty: 3162.625732
	Iteration 1F: 3 clusters Score -967990.4 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -968880.937500 Penalty: 3162.625732
	Iteration 2F: 3 clusters Score -968880.9 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -970009.187500 Penalty: 3162.625732
	Iteration 3F: 3 clusters Score -970009.2 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -971231.187500 Penalty: 3162.625732
	Iteration 4F: 3 clusters Score -971231.2 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -972341.562500 Penalty: 3162.625732
	Iteration 5F: 3 clusters Score -972341.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -973253.375000 Penalty: 3162.625732
	Iteration 6F: 3 clusters Score -973253.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -973808.625000 Penalty: 3162.625732
	Iteration 7Q: 3 clusters Score -973808.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -974163.687500 Penalty: 3162.625732
	Iteration 8Q: 3 clusters Score -974163.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -974535.750000 Penalty: 3162.625732
	Iteration 9Q: 3 clusters Score -974535.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -975143.250000 Penalty: 3162.625732
	Iteration 10Q: 3 clusters Score -975143.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -975490.500000 Penalty: 3162.625732
	Iteration 11Q: 3 clusters Score -975490.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -975623.500000 Penalty: 3162.625732
	Iteration 12Q: 3 clusters Score -975623.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -975690.500000 Penalty: 3162.625732
	Iteration 13Q: 3 clusters Score -975690.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -975741.250000 Penalty: 3162.625732
	Iteration 14Q: 3 clusters Score -975741.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -975795.687500 Penalty: 3162.625732
	Iteration 15Q: 3 clusters Score -975795.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -975851.000000 Penalty: 3162.625732
	Iteration 16Q: 3 clusters Score -975851 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -975912.500000 Penalty: 3162.625732
	Iteration 17Q: 3 clusters Score -975912.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -975988.750000 Penalty: 3162.625732
	Iteration 18Q: 3 clusters Score -975988.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -976074.687500 Penalty: 3162.625732
	Iteration 19Q: 3 clusters Score -976074.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -976160.062500 Penalty: 3162.625732
	Iteration 20F: 3 clusters Score -976160.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -976248.812500 Penalty: 3162.625732
	Iteration 21Q: 3 clusters Score -976248.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -976330.250000 Penalty: 3162.625732
	Iteration 22Q: 3 clusters Score -976330.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -976411.437500 Penalty: 3162.625732
	Iteration 23Q: 3 clusters Score -976411.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -976506.250000 Penalty: 3162.625732
	Iteration 24Q: 3 clusters Score -976506.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -976593.812500 Penalty: 3162.625732
	Iteration 25Q: 3 clusters Score -976593.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -976686.312500 Penalty: 3162.625732
	Iteration 26Q: 3 clusters Score -976686.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -976760.000000 Penalty: 3162.625732
	Iteration 27Q: 3 clusters Score -976760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -976795.000000 Penalty: 3162.625732
	Iteration 28Q: 3 clusters Score -976795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -976820.625000 Penalty: 3162.625732
	Iteration 29Q: 3 clusters Score -976820.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -976838.437500 Penalty: 3162.625732
	Iteration 30Q: 3 clusters Score -976838.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -976852.750000 Penalty: 3162.625732
	Iteration 31Q: 3 clusters Score -976852.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -976861.312500 Penalty: 3162.625732
	Iteration 32Q: 3 clusters Score -976861.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -976877.000000 Penalty: 3162.625732
	Iteration 33Q: 3 clusters Score -976877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -976880.562500 Penalty: 3162.625732
	Iteration 34Q: 3 clusters Score -976880.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -976887.312500 Penalty: 3162.625732
	Iteration 35Q: 3 clusters Score -976887.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -976894.250000 Penalty: 3162.625732
	Iteration 36Q: 3 clusters Score -976894.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -976896.437500 Penalty: 3162.625732
	Iteration 37Q: 3 clusters Score -976896.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -976898.937500 Penalty: 3162.625732
	Iteration 38Q: 3 clusters Score -976898.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -976901.375000 Penalty: 3162.625732
	Iteration 39Q: 3 clusters Score -976901.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -976906.187500 Penalty: 3162.625732
	Iteration 40F: 3 clusters Score -976906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -976909.625000 Penalty: 3162.625732
	Iteration 41Q: 3 clusters Score -976909.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -976910.250000 Penalty: 3162.625732
	Iteration 42Q: 3 clusters Score -976910.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -976917.312500 Penalty: 3162.625732
	Iteration 43Q: 3 clusters Score -976917.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -976916.500000 Penalty: 3162.625732
	Iteration 44Q: 3 clusters Score -976916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -976923.687500 Penalty: 3162.625732
	Iteration 45Q: 3 clusters Score -976923.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -976924.687500 Penalty: 3162.625732
	Iteration 46Q: 3 clusters Score -976924.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -976923.750000 Penalty: 3162.625732
	Iteration 47Q: 3 clusters Score -976923.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -976925.250000 Penalty: 3162.625732
	Iteration 48Q: 3 clusters Score -976925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -976925.187500 Penalty: 3162.625732
	Iteration 49Q: 3 clusters Score -976925.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -976927.687500 Penalty: 3162.625732
	Iteration 50Q: 3 clusters Score -976927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -976928.500000 Penalty: 3162.625732
	Iteration 51Q: 3 clusters Score -976928.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -976931.875000 Penalty: 3162.625732
	Iteration 52Q: 3 clusters Score -976931.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -976932.437500 Penalty: 3162.625732
	Iteration 53Q: 3 clusters Score -976932.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -976933.312500 Penalty: 3162.625732
	Iteration 54Q: 3 clusters Score -976933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -976933.687500 Penalty: 3162.625732
	Iteration 55Q: 3 clusters Score -976933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -976934.062500 Penalty: 3162.625732
	Iteration 56Q: 3 clusters Score -976934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -976935.312500 Penalty: 3162.625732
	Iteration 57Q: 3 clusters Score -976935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -976935.812500 Penalty: 3162.625732
	Iteration 58Q: 3 clusters Score -976935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -976936.250000 Penalty: 3162.625732
	Iteration 59Q: 3 clusters Score -976936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -976936.250000 Penalty: 3162.625732
	Iteration 60F: 3 clusters Score -976936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 3446 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Mstep: Class 29 contains 6583 members 
Entering Unmasked Estep 
Score: -12653968.000000 Penalty: 58259.105469
Splitting cluster 16 changes total score from -12641328.000000 to -12653968.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -179955.562500 Penalty: 1323.557495
	Iteration 0F: 2 clusters Score -179955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -177021.718750 Penalty: 2647.114990
	Iteration 0F: 3 clusters Score -177021.7 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -177928.203125 Penalty: 2647.114990
	Iteration 1F: 3 clusters Score -177928.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -178421.078125 Penalty: 2647.114990
	Iteration 2F: 3 clusters Score -178421.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -179148.125000 Penalty: 2647.114990
	Iteration 3F: 3 clusters Score -179148.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -179778.015625 Penalty: 2647.114990
	Iteration 4F: 3 clusters Score -179778 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -180057.406250 Penalty: 2647.114990
	Iteration 5F: 3 clusters Score -180057.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -180184.703125 Penalty: 2647.114990
	Iteration 6Q: 3 clusters Score -180184.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -180251.875000 Penalty: 2647.114990
	Iteration 7Q: 3 clusters Score -180251.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -180297.609375 Penalty: 2647.114990
	Iteration 8Q: 3 clusters Score -180297.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -180326.078125 Penalty: 2647.114990
	Iteration 9Q: 3 clusters Score -180326.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -180344.140625 Penalty: 2647.114990
	Iteration 10Q: 3 clusters Score -180344.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -180348.203125 Penalty: 2647.114990
	Iteration 11Q: 3 clusters Score -180348.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -180349.687500 Penalty: 2647.114990
	Iteration 12Q: 3 clusters Score -180349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -180350.968750 Penalty: 2647.114990
	Iteration 13Q: 3 clusters Score -180351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -180353.468750 Penalty: 2647.114990
	Iteration 14Q: 3 clusters Score -180353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -180354.656250 Penalty: 2647.114990
	Iteration 15Q: 3 clusters Score -180354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -180355.734375 Penalty: 2647.114990
	Iteration 16Q: 3 clusters Score -180355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -180356.093750 Penalty: 2647.114990
	Iteration 17Q: 3 clusters Score -180356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -180356.093750 Penalty: 2647.114990
	Iteration 18F: 3 clusters Score -180356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 11714 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 2840 members 
Entering Unmasked Estep 
Score: -12653682.000000 Penalty: 60268.039062
Splitting cluster 17 changes total score from -12641328.000000 to -12653682.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (11714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Entering Unmasked Estep 
Score: -660612.437500 Penalty: 1522.387695
	Iteration 0F: 2 clusters Score -660612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -652366.687500 Penalty: 3044.775391
	Iteration 0F: 3 clusters Score -652366.7 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -655048.062500 Penalty: 3044.775391
	Iteration 1F: 3 clusters Score -655048.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -655430.750000 Penalty: 3044.775391
	Iteration 2F: 3 clusters Score -655430.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -655971.500000 Penalty: 3044.775391
	Iteration 3F: 3 clusters Score -655971.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -656823.312500 Penalty: 3044.775391
	Iteration 4F: 3 clusters Score -656823.3 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -658156.875000 Penalty: 3044.775391
	Iteration 5F: 3 clusters Score -658156.9 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -659412.750000 Penalty: 3044.775391
	Iteration 6F: 3 clusters Score -659412.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -660019.812500 Penalty: 3044.775391
	Iteration 7F: 3 clusters Score -660019.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -660271.625000 Penalty: 3044.775391
	Iteration 8Q: 3 clusters Score -660271.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -660391.250000 Penalty: 3044.775391
	Iteration 9Q: 3 clusters Score -660391.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -660463.187500 Penalty: 3044.775391
	Iteration 10Q: 3 clusters Score -660463.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -660511.937500 Penalty: 3044.775391
	Iteration 11Q: 3 clusters Score -660511.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -660547.000000 Penalty: 3044.775391
	Iteration 12Q: 3 clusters Score -660547 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -660575.812500 Penalty: 3044.775391
	Iteration 13Q: 3 clusters Score -660575.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -660601.250000 Penalty: 3044.775391
	Iteration 14Q: 3 clusters Score -660601.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -660620.500000 Penalty: 3044.775391
	Iteration 15Q: 3 clusters Score -660620.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -660640.000000 Penalty: 3044.775391
	Iteration 16Q: 3 clusters Score -660640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -660669.937500 Penalty: 3044.775391
	Iteration 17Q: 3 clusters Score -660669.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -660706.000000 Penalty: 3044.775391
	Iteration 18Q: 3 clusters Score -660706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -660750.062500 Penalty: 3044.775391
	Iteration 19Q: 3 clusters Score -660750.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -660802.187500 Penalty: 3044.775391
	Iteration 20F: 3 clusters Score -660802.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -660882.125000 Penalty: 3044.775391
	Iteration 21Q: 3 clusters Score -660882.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -660966.812500 Penalty: 3044.775391
	Iteration 22Q: 3 clusters Score -660966.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -661053.562500 Penalty: 3044.775391
	Iteration 23Q: 3 clusters Score -661053.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -661118.062500 Penalty: 3044.775391
	Iteration 24Q: 3 clusters Score -661118.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -661166.625000 Penalty: 3044.775391
	Iteration 25Q: 3 clusters Score -661166.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -661194.437500 Penalty: 3044.775391
	Iteration 26Q: 3 clusters Score -661194.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -661220.250000 Penalty: 3044.775391
	Iteration 27Q: 3 clusters Score -661220.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -661234.812500 Penalty: 3044.775391
	Iteration 28Q: 3 clusters Score -661234.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -661246.625000 Penalty: 3044.775391
	Iteration 29Q: 3 clusters Score -661246.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -661252.562500 Penalty: 3044.775391
	Iteration 30Q: 3 clusters Score -661252.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -661253.875000 Penalty: 3044.775391
	Iteration 31Q: 3 clusters Score -661253.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -661256.562500 Penalty: 3044.775391
	Iteration 32Q: 3 clusters Score -661256.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -661257.250000 Penalty: 3044.775391
	Iteration 33Q: 3 clusters Score -661257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -661257.625000 Penalty: 3044.775391
	Iteration 34Q: 3 clusters Score -661257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -661259.062500 Penalty: 3044.775391
	Iteration 35Q: 3 clusters Score -661259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -661260.375000 Penalty: 3044.775391
	Iteration 36Q: 3 clusters Score -661260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -661261.500000 Penalty: 3044.775391
	Iteration 37Q: 3 clusters Score -661261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -661261.562500 Penalty: 3044.775391
	Iteration 38Q: 3 clusters Score -661261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -661261.562500 Penalty: 3044.775391
	Iteration 39F: 3 clusters Score -661261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 6237 members 
Entering Unmasked Estep 
Score: -12653817.000000 Penalty: 62276.972656
Splitting cluster 18 changes total score from -12641328.000000 to -12653817.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -91143.671875 Penalty: 1221.332031
	Iteration 0F: 2 clusters Score -91143.67 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 947 members 
Entering Unmasked Estep 
Score: -89241.601562 Penalty: 2442.664062
	Iteration 0F: 3 clusters Score -89241.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -91153.359375 Penalty: 2442.664062
	Iteration 1F: 3 clusters Score -91153.36 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -93217.046875 Penalty: 2442.664062
	Iteration 2F: 3 clusters Score -93217.05 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -93788.960938 Penalty: 2442.664062
	Iteration 3F: 3 clusters Score -93788.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -93934.039062 Penalty: 2442.664062
	Iteration 4Q: 3 clusters Score -93934.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -93965.242188 Penalty: 2442.664062
	Iteration 5Q: 3 clusters Score -93965.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -93984.257812 Penalty: 2442.664062
	Iteration 6Q: 3 clusters Score -93984.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -93989.359375 Penalty: 2442.664062
	Iteration 7Q: 3 clusters Score -93989.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -93989.359375 Penalty: 2442.664062
	Iteration 8F: 3 clusters Score -93989.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 1384 members 
Entering Unmasked Estep 
Score: -12655895.000000 Penalty: 64285.910156
Splitting cluster 19 changes total score from -12641328.000000 to -12655895.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -224989.015625 Penalty: 1387.675415
	Iteration 0F: 2 clusters Score -224989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -221148.875000 Penalty: 2775.350830
	Iteration 0F: 3 clusters Score -221148.9 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -223145.718750 Penalty: 2775.350830
	Iteration 1F: 3 clusters Score -223145.7 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -223902.859375 Penalty: 2775.350830
	Iteration 2F: 3 clusters Score -223902.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -224398.140625 Penalty: 2775.350830
	Iteration 3F: 3 clusters Score -224398.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -224709.078125 Penalty: 2775.350830
	Iteration 4F: 3 clusters Score -224709.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -224864.296875 Penalty: 2775.350830
	Iteration 5Q: 3 clusters Score -224864.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -224970.203125 Penalty: 2775.350830
	Iteration 6Q: 3 clusters Score -224970.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -225056.484375 Penalty: 2775.350830
	Iteration 7Q: 3 clusters Score -225056.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -225143.343750 Penalty: 2775.350830
	Iteration 8Q: 3 clusters Score -225143.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -225185.453125 Penalty: 2775.350830
	Iteration 9Q: 3 clusters Score -225185.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -225216.828125 Penalty: 2775.350830
	Iteration 10Q: 3 clusters Score -225216.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -225242.937500 Penalty: 2775.350830
	Iteration 11Q: 3 clusters Score -225242.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -225260.437500 Penalty: 2775.350830
	Iteration 12Q: 3 clusters Score -225260.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -225277.968750 Penalty: 2775.350830
	Iteration 13Q: 3 clusters Score -225278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -225291.843750 Penalty: 2775.350830
	Iteration 14Q: 3 clusters Score -225291.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -225301.265625 Penalty: 2775.350830
	Iteration 15Q: 3 clusters Score -225301.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -225312.859375 Penalty: 2775.350830
	Iteration 16Q: 3 clusters Score -225312.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -225326.000000 Penalty: 2775.350830
	Iteration 17Q: 3 clusters Score -225326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -225340.296875 Penalty: 2775.350830
	Iteration 18Q: 3 clusters Score -225340.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -225355.046875 Penalty: 2775.350830
	Iteration 19Q: 3 clusters Score -225355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -225368.640625 Penalty: 2775.350830
	Iteration 20F: 3 clusters Score -225368.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -225382.031250 Penalty: 2775.350830
	Iteration 21Q: 3 clusters Score -225382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -225394.000000 Penalty: 2775.350830
	Iteration 22Q: 3 clusters Score -225394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -225406.078125 Penalty: 2775.350830
	Iteration 23Q: 3 clusters Score -225406.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -225413.125000 Penalty: 2775.350830
	Iteration 24Q: 3 clusters Score -225413.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -225422.296875 Penalty: 2775.350830
	Iteration 25Q: 3 clusters Score -225422.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -225430.390625 Penalty: 2775.350830
	Iteration 26Q: 3 clusters Score -225430.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -225438.609375 Penalty: 2775.350830
	Iteration 27Q: 3 clusters Score -225438.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -225445.859375 Penalty: 2775.350830
	Iteration 28Q: 3 clusters Score -225445.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -225452.796875 Penalty: 2775.350830
	Iteration 29Q: 3 clusters Score -225452.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -225455.015625 Penalty: 2775.350830
	Iteration 30Q: 3 clusters Score -225455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -225458.203125 Penalty: 2775.350830
	Iteration 31Q: 3 clusters Score -225458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -225461.281250 Penalty: 2775.350830
	Iteration 32Q: 3 clusters Score -225461.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -225471.890625 Penalty: 2775.350830
	Iteration 33Q: 3 clusters Score -225471.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -225479.453125 Penalty: 2775.350830
	Iteration 34Q: 3 clusters Score -225479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -225483.750000 Penalty: 2775.350830
	Iteration 35Q: 3 clusters Score -225483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -225493.281250 Penalty: 2775.350830
	Iteration 36Q: 3 clusters Score -225493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -225505.953125 Penalty: 2775.350830
	Iteration 37Q: 3 clusters Score -225506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -225523.578125 Penalty: 2775.350830
	Iteration 38Q: 3 clusters Score -225523.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -225533.531250 Penalty: 2775.350830
	Iteration 39Q: 3 clusters Score -225533.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -225546.000000 Penalty: 2775.350830
	Iteration 40F: 3 clusters Score -225546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -225553.718750 Penalty: 2775.350830
	Iteration 41Q: 3 clusters Score -225553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -225563.156250 Penalty: 2775.350830
	Iteration 42Q: 3 clusters Score -225563.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -225568.171875 Penalty: 2775.350830
	Iteration 43Q: 3 clusters Score -225568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -225571.656250 Penalty: 2775.350830
	Iteration 44Q: 3 clusters Score -225571.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -225573.796875 Penalty: 2775.350830
	Iteration 45Q: 3 clusters Score -225573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -225576.718750 Penalty: 2775.350830
	Iteration 46Q: 3 clusters Score -225576.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -225580.296875 Penalty: 2775.350830
	Iteration 47Q: 3 clusters Score -225580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -225584.218750 Penalty: 2775.350830
	Iteration 48Q: 3 clusters Score -225584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -225587.359375 Penalty: 2775.350830
	Iteration 49Q: 3 clusters Score -225587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -225595.531250 Penalty: 2775.350830
	Iteration 50Q: 3 clusters Score -225595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -225603.546875 Penalty: 2775.350830
	Iteration 51Q: 3 clusters Score -225603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -225614.203125 Penalty: 2775.350830
	Iteration 52Q: 3 clusters Score -225614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -225620.250000 Penalty: 2775.350830
	Iteration 53Q: 3 clusters Score -225620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -225623.281250 Penalty: 2775.350830
	Iteration 54Q: 3 clusters Score -225623.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -225628.625000 Penalty: 2775.350830
	Iteration 55Q: 3 clusters Score -225628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -225631.812500 Penalty: 2775.350830
	Iteration 56Q: 3 clusters Score -225631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -225633.203125 Penalty: 2775.350830
	Iteration 57Q: 3 clusters Score -225633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -225632.765625 Penalty: 2775.350830
	Iteration 58Q: 3 clusters Score -225632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -225633.062500 Penalty: 2775.350830
	Iteration 59Q: 3 clusters Score -225633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -225633.062500 Penalty: 2775.350830
	Iteration 60F: 3 clusters Score -225633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 1384 members 
Mstep: Class 33 contains 4334 members 
Entering Unmasked Estep 
Score: -12655919.000000 Penalty: 66294.843750
Splitting cluster 22 changes total score from -12641328.000000 to -12655919.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (46509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Entering Unmasked Estep 
Score: -2671046.750000 Penalty: 1746.452759
	Iteration 0F: 2 clusters Score -2671047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2639905.750000 Penalty: 3492.905518
	Iteration 0F: 3 clusters Score -2639906 nChanged 21774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2652682.000000 Penalty: 3492.905518
	Iteration 1F: 3 clusters Score -2652682 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2654585.000000 Penalty: 3492.905518
	Iteration 2F: 3 clusters Score -2654585 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2658070.750000 Penalty: 3492.905518
	Iteration 3F: 3 clusters Score -2658071 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2662327.250000 Penalty: 3492.905518
	Iteration 4F: 3 clusters Score -2662327 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2666637.500000 Penalty: 3492.905518
	Iteration 5F: 3 clusters Score -2666638 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -2671225.750000 Penalty: 3492.905518
	Iteration 6F: 3 clusters Score -2671226 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -2675652.750000 Penalty: 3492.905518
	Iteration 7F: 3 clusters Score -2675653 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -2678791.000000 Penalty: 3492.905518
	Iteration 8F: 3 clusters Score -2678791 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -2680413.750000 Penalty: 3492.905518
	Iteration 9Q: 3 clusters Score -2680414 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -2681281.500000 Penalty: 3492.905518
	Iteration 10Q: 3 clusters Score -2681282 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -2681806.250000 Penalty: 3492.905518
	Iteration 11Q: 3 clusters Score -2681806 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -2682126.250000 Penalty: 3492.905518
	Iteration 12Q: 3 clusters Score -2682126 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -2682389.000000 Penalty: 3492.905518
	Iteration 13Q: 3 clusters Score -2682389 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -2682721.000000 Penalty: 3492.905518
	Iteration 14Q: 3 clusters Score -2682721 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2683095.500000 Penalty: 3492.905518
	Iteration 15Q: 3 clusters Score -2683096 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -2683420.500000 Penalty: 3492.905518
	Iteration 16Q: 3 clusters Score -2683420 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -2683709.750000 Penalty: 3492.905518
	Iteration 17Q: 3 clusters Score -2683710 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -2683897.250000 Penalty: 3492.905518
	Iteration 18Q: 3 clusters Score -2683897 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -2684035.500000 Penalty: 3492.905518
	Iteration 19Q: 3 clusters Score -2684036 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -2684113.000000 Penalty: 3492.905518
	Iteration 20F: 3 clusters Score -2684113 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2684144.250000 Penalty: 3492.905518
	Iteration 21Q: 3 clusters Score -2684144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -2684172.500000 Penalty: 3492.905518
	Iteration 22Q: 3 clusters Score -2684172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -2684194.000000 Penalty: 3492.905518
	Iteration 23Q: 3 clusters Score -2684194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -2684209.250000 Penalty: 3492.905518
	Iteration 24Q: 3 clusters Score -2684209 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -2684205.750000 Penalty: 3492.905518
	Iteration 25Q: 3 clusters Score -2684206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -2684197.500000 Penalty: 3492.905518
	Iteration 26Q: 3 clusters Score -2684198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2684198.500000 Penalty: 3492.905518
	Iteration 27Q: 3 clusters Score -2684198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2684196.250000 Penalty: 3492.905518
	Iteration 28Q: 3 clusters Score -2684196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -2684191.250000 Penalty: 3492.905518
	Iteration 29Q: 3 clusters Score -2684191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2684191.000000 Penalty: 3492.905518
	Iteration 30Q: 3 clusters Score -2684191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -2684190.750000 Penalty: 3492.905518
	Iteration 31Q: 3 clusters Score -2684191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -2684190.750000 Penalty: 3492.905518
	Iteration 32Q: 3 clusters Score -2684191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -2684197.250000 Penalty: 3492.905518
	Iteration 33Q: 3 clusters Score -2684197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2684197.500000 Penalty: 3492.905518
	Iteration 34Q: 3 clusters Score -2684198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -2684199.500000 Penalty: 3492.905518
	Iteration 35Q: 3 clusters Score -2684200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2684198.750000 Penalty: 3492.905518
	Iteration 36Q: 3 clusters Score -2684199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2684198.750000 Penalty: 3492.905518
	Iteration 37F: 3 clusters Score -2684199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 13262 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1437 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 2840 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 1384 members 
Mstep: Class 33 contains 4334 members 
Mstep: Class 34 contains 28241 members 
Entering Unmasked Estep 
Score: -12668888.000000 Penalty: 68303.781250
Splitting cluster 23 changes total score from -12641328.000000 to -12668888.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (11408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Entering Unmasked Estep 
Score: -662406.500000 Penalty: 1518.086426
	Iteration 0F: 2 clusters Score -662406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -654291.937500 Penalty: 3036.172852
	Iteration 0F: 3 clusters Score -654291.9 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -657181.062500 Penalty: 3036.172852
	Iteration 1F: 3 clusters Score -657181.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -657735.687500 Penalty: 3036.172852
	Iteration 2F: 3 clusters Score -657735.7 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -658310.750000 Penalty: 3036.172852
	Iteration 3F: 3 clusters Score -658310.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -658858.062500 Penalty: 3036.172852
	Iteration 4F: 3 clusters Score -658858.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -659336.875000 Penalty: 3036.172852
	Iteration 5F: 3 clusters Score -659336.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -659667.625000 Penalty: 3036.172852
	Iteration 6F: 3 clusters Score -659667.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -659875.125000 Penalty: 3036.172852
	Iteration 7Q: 3 clusters Score -659875.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -660056.312500 Penalty: 3036.172852
	Iteration 8Q: 3 clusters Score -660056.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -660218.937500 Penalty: 3036.172852
	Iteration 9Q: 3 clusters Score -660218.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -660374.375000 Penalty: 3036.172852
	Iteration 10Q: 3 clusters Score -660374.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -660535.312500 Penalty: 3036.172852
	Iteration 11Q: 3 clusters Score -660535.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -660682.000000 Penalty: 3036.172852
	Iteration 12Q: 3 clusters Score -660682 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -660813.750000 Penalty: 3036.172852
	Iteration 13Q: 3 clusters Score -660813.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -660929.187500 Penalty: 3036.172852
	Iteration 14Q: 3 clusters Score -660929.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -661029.625000 Penalty: 3036.172852
	Iteration 15Q: 3 clusters Score -661029.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -661123.500000 Penalty: 3036.172852
	Iteration 16Q: 3 clusters Score -661123.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -661203.250000 Penalty: 3036.172852
	Iteration 17Q: 3 clusters Score -661203.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -661265.937500 Penalty: 3036.172852
	Iteration 18Q: 3 clusters Score -661265.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -661311.625000 Penalty: 3036.172852
	Iteration 19Q: 3 clusters Score -661311.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -661344.562500 Penalty: 3036.172852
	Iteration 20F: 3 clusters Score -661344.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -661376.562500 Penalty: 3036.172852
	Iteration 21Q: 3 clusters Score -661376.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -661396.187500 Penalty: 3036.172852
	Iteration 22Q: 3 clusters Score -661396.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -661410.500000 Penalty: 3036.172852
	Iteration 23Q: 3 clusters Score -661410.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -661422.312500 Penalty: 3036.172852
	Iteration 24Q: 3 clusters Score -661422.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -661427.687500 Penalty: 3036.172852
	Iteration 25Q: 3 clusters Score -661427.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -661433.937500 Penalty: 3036.172852
	Iteration 26Q: 3 clusters Score -661433.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -661440.250000 Penalty: 3036.172852
	Iteration 27Q: 3 clusters Score -661440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -661445.937500 Penalty: 3036.172852
	Iteration 28Q: 3 clusters Score -661445.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -661450.500000 Penalty: 3036.172852
	Iteration 29Q: 3 clusters Score -661450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -661452.750000 Penalty: 3036.172852
	Iteration 30Q: 3 clusters Score -661452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -661454.812500 Penalty: 3036.172852
	Iteration 31Q: 3 clusters Score -661454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -661454.562500 Penalty: 3036.172852
	Iteration 32Q: 3 clusters Score -661454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -661455.375000 Penalty: 3036.172852
	Iteration 33Q: 3 clusters Score -661455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -661455.125000 Penalty: 3036.172852
	Iteration 34Q: 3 clusters Score -661455.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -661456.437500 Penalty: 3036.172852
	Iteration 35Q: 3 clusters Score -661456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -661455.875000 Penalty: 3036.172852
	Iteration 36Q: 3 clusters Score -661455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -661455.437500 Penalty: 3036.172852
	Iteration 37Q: 3 clusters Score -661455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -661456.125000 Penalty: 3036.172852
	Iteration 38Q: 3 clusters Score -661456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -661458.937500 Penalty: 3036.172852
	Iteration 39Q: 3 clusters Score -661458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -661461.500000 Penalty: 3036.172852
	Iteration 40F: 3 clusters Score -661461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -661461.375000 Penalty: 3036.172852
	Iteration 41Q: 3 clusters Score -661461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -661463.187500 Penalty: 3036.172852
	Iteration 42Q: 3 clusters Score -661463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -661463.187500 Penalty: 3036.172852
	Iteration 43Q: 3 clusters Score -661463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -661463.062500 Penalty: 3036.172852
	Iteration 44Q: 3 clusters Score -661463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -661464.250000 Penalty: 3036.172852
	Iteration 45Q: 3 clusters Score -661464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -661464.875000 Penalty: 3036.172852
	Iteration 46Q: 3 clusters Score -661464.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -661465.062500 Penalty: 3036.172852
	Iteration 47Q: 3 clusters Score -661465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -661465.437500 Penalty: 3036.172852
	Iteration 48Q: 3 clusters Score -661465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -661467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -661469.250000 Penalty: 3036.172852
	Iteration 50Q: 3 clusters Score -661469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -661469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -661469.062500 Penalty: 3036.172852
	Iteration 52F: 3 clusters Score -661469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 16883 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 10251 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 18268 members 
Mstep: Class 24 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 35 clusters Score -1.267522e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 4 contains 28722 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 16868 members 
Mstep: Class 7 contains 10396 members 
Mstep: Class 8 contains 4061 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 11527 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 961 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 10442 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 5554 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6510 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 811 members 
Mstep: Class 23 contains 18705 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 12740 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 1398 members 
Mstep: Class 29 contains 6231 members 
Mstep: Class 30 contains 2723 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 27396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12680528.000000 Penalty: 68303.781250
Iteration 40F: 35 clusters Score -1.268053e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 28680 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 16727 members 
Mstep: Class 7 contains 10493 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 5532 members 
Mstep: Class 19 contains 454 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 796 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 11395 members 
Mstep: Class 25 contains 12698 members 
Mstep: Class 26 contains 1064 members 
Mstep: Class 27 contains 2354 members 
Mstep: Class 28 contains 1516 members 
Mstep: Class 29 contains 6319 members 
Mstep: Class 30 contains 2658 members 
Mstep: Class 31 contains 6241 members 
Mstep: Class 32 contains 1577 members 
Mstep: Class 33 contains 4256 members 
Mstep: Class 34 contains 27443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 35 clusters Score -1.268264e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 28677 members 
Mstep: Class 5 contains 6194 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 10515 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 11432 members 
Mstep: Class 11 contains 1302 members 
Mstep: Class 12 contains 982 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 5925 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 10180 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 5513 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 785 members 
Mstep: Class 23 contains 18585 members 
Mstep: Class 24 contains 11390 members 
Mstep: Class 25 contains 12630 members 
Mstep: Class 26 contains 1065 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 6391 members 
Mstep: Class 30 contains 2601 members 
Mstep: Class 31 contains 6306 members 
Mstep: Class 32 contains 1702 members 
Mstep: Class 33 contains 4263 members 
Mstep: Class 34 contains 27402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12683669.000000 Penalty: 68303.781250
Iteration 42Q: 35 clusters Score -1.268367e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 10503 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 2681 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 1314 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 10122 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 18 contains 5513 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6579 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 18548 members 
Mstep: Class 24 contains 11384 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 1071 members 
Mstep: Class 27 contains 2393 members 
Mstep: Class 28 contains 1699 members 
Mstep: Class 29 contains 6488 members 
Mstep: Class 30 contains 2558 members 
Mstep: Class 31 contains 6336 members 
Mstep: Class 32 contains 1821 members 
Mstep: Class 33 contains 4259 members 
Mstep: Class 34 contains 27340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12684365.000000 Penalty: 68303.781250
Iteration 43Q: 35 clusters Score -1.268436e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 28666 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 16582 members 
Mstep: Class 7 contains 10463 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 11409 members 
Mstep: Class 11 contains 1327 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10178 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 3053 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 909 members 
Mstep: Class 18 contains 5507 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 6592 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 18499 members 
Mstep: Class 24 contains 11381 members 
Mstep: Class 25 contains 12501 members 
Mstep: Class 26 contains 1079 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 1796 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 2527 members 
Mstep: Class 31 contains 6347 members 
Mstep: Class 32 contains 1907 members 
Mstep: Class 33 contains 4249 members 
Mstep: Class 34 contains 27297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 35 clusters Score -1.268486e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 28662 members 
Mstep: Class 5 contains 5927 members 
Mstep: Class 6 contains 16565 members 
Mstep: Class 7 contains 10393 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 10211 members 
Mstep: Class 14 contains 5826 members 
Mstep: Class 15 contains 3080 members 
Mstep: Class 16 contains 9828 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 5501 members 
Mstep: Class 19 contains 442 members 
Mstep: Class 20 contains 6608 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 18458 members 
Mstep: Class 24 contains 11379 members 
Mstep: Class 25 contains 12463 members 
Mstep: Class 26 contains 1087 members 
Mstep: Class 27 contains 2398 members 
Mstep: Class 28 contains 1878 members 
Mstep: Class 29 contains 6674 members 
Mstep: Class 30 contains 2500 members 
Mstep: Class 31 contains 6357 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 4243 members 
Mstep: Class 34 contains 27275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12685223.000000 Penalty: 68303.781250
Iteration 45Q: 35 clusters Score -1.268522e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 28654 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 16549 members 
Mstep: Class 7 contains 10320 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1345 members 
Mstep: Class 12 contains 1010 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 5813 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 18432 members 
Mstep: Class 24 contains 11378 members 
Mstep: Class 25 contains 12415 members 
Mstep: Class 26 contains 1088 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 1961 members 
Mstep: Class 29 contains 6777 members 
Mstep: Class 30 contains 2482 members 
Mstep: Class 31 contains 6350 members 
Mstep: Class 32 contains 2066 members 
Mstep: Class 33 contains 4244 members 
Mstep: Class 34 contains 27263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12685512.000000 Penalty: 68303.781250
Iteration 46Q: 35 clusters Score -1.268551e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 28650 members 
Mstep: Class 5 contains 5841 members 
Mstep: Class 6 contains 16540 members 
Mstep: Class 7 contains 10250 members 
Mstep: Class 8 contains 3911 members 
Mstep: Class 9 contains 2854 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 1349 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 10257 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 5497 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 18401 members 
Mstep: Class 24 contains 11377 members 
Mstep: Class 25 contains 12385 members 
Mstep: Class 26 contains 1091 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 2040 members 
Mstep: Class 29 contains 6851 members 
Mstep: Class 30 contains 2462 members 
Mstep: Class 31 contains 6337 members 
Mstep: Class 32 contains 2114 members 
Mstep: Class 33 contains 4242 members 
Mstep: Class 34 contains 27267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12685761.000000 Penalty: 68303.781250
Iteration 47Q: 35 clusters Score -1.268576e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 28645 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 16531 members 
Mstep: Class 7 contains 10173 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 11386 members 
Mstep: Class 11 contains 1355 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 10271 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 3142 members 
Mstep: Class 16 contains 9579 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 5487 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 701 members 
Mstep: Class 23 contains 18388 members 
Mstep: Class 24 contains 11375 members 
Mstep: Class 25 contains 12350 members 
Mstep: Class 26 contains 1095 members 
Mstep: Class 27 contains 2409 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 6913 members 
Mstep: Class 30 contains 2451 members 
Mstep: Class 31 contains 6323 members 
Mstep: Class 32 contains 2176 members 
Mstep: Class 33 contains 4241 members 
Mstep: Class 34 contains 27279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12685995.000000 Penalty: 68303.781250
Iteration 48Q: 35 clusters Score -1.2686e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 28646 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 6 contains 16526 members 
Mstep: Class 7 contains 10082 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 1363 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 10260 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 3148 members 
Mstep: Class 16 contains 9525 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 1230 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 18376 members 
Mstep: Class 24 contains 11373 members 
Mstep: Class 25 contains 12338 members 
Mstep: Class 26 contains 1099 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 2191 members 
Mstep: Class 29 contains 6968 members 
Mstep: Class 30 contains 2441 members 
Mstep: Class 31 contains 6293 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686149.000000 Penalty: 68303.781250
Iteration 49Q: 35 clusters Score -1.268615e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 28645 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 16519 members 
Mstep: Class 7 contains 9999 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 11389 members 
Mstep: Class 11 contains 1367 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 10255 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 9495 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 1229 members 
Mstep: Class 22 contains 691 members 
Mstep: Class 23 contains 18366 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 12322 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 7005 members 
Mstep: Class 30 contains 2436 members 
Mstep: Class 31 contains 6254 members 
Mstep: Class 32 contains 2258 members 
Mstep: Class 33 contains 4238 members 
Mstep: Class 34 contains 27288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686267.000000 Penalty: 68303.781250
Iteration 50Q: 35 clusters Score -1.268627e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 28644 members 
Mstep: Class 5 contains 5760 members 
Mstep: Class 6 contains 16516 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 8 contains 3869 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 10253 members 
Mstep: Class 14 contains 5785 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 16 contains 9458 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 688 members 
Mstep: Class 23 contains 18354 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 12305 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 2416 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 7042 members 
Mstep: Class 30 contains 2429 members 
Mstep: Class 31 contains 6225 members 
Mstep: Class 32 contains 2293 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 27295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686392.000000 Penalty: 68303.781250
Iteration 51Q: 35 clusters Score -1.268639e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 28643 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 16509 members 
Mstep: Class 7 contains 9854 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 1369 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 10255 members 
Mstep: Class 14 contains 5783 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 16 contains 9420 members 
Mstep: Class 17 contains 998 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 18349 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 12294 members 
Mstep: Class 26 contains 1102 members 
Mstep: Class 27 contains 2422 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 7077 members 
Mstep: Class 30 contains 2423 members 
Mstep: Class 31 contains 6210 members 
Mstep: Class 32 contains 2321 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 27299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686421.000000 Penalty: 68303.781250
Iteration 52Q: 35 clusters Score -1.268642e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 5739 members 
Mstep: Class 6 contains 16507 members 
Mstep: Class 7 contains 9809 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 1371 members 
Mstep: Class 12 contains 1019 members 
Mstep: Class 13 contains 10260 members 
Mstep: Class 14 contains 5780 members 
Mstep: Class 15 contains 3183 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 18340 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 1105 members 
Mstep: Class 27 contains 2423 members 
Mstep: Class 28 contains 2429 members 
Mstep: Class 29 contains 7121 members 
Mstep: Class 30 contains 2416 members 
Mstep: Class 31 contains 6203 members 
Mstep: Class 32 contains 2343 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 27294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686524.000000 Penalty: 68303.781250
Iteration 53Q: 35 clusters Score -1.268652e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 16503 members 
Mstep: Class 7 contains 9768 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 13 contains 10278 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 18335 members 
Mstep: Class 24 contains 11372 members 
Mstep: Class 25 contains 12269 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 2423 members 
Mstep: Class 28 contains 2455 members 
Mstep: Class 29 contains 7169 members 
Mstep: Class 30 contains 2411 members 
Mstep: Class 31 contains 6195 members 
Mstep: Class 32 contains 2360 members 
Mstep: Class 33 contains 4230 members 
Mstep: Class 34 contains 27291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686617.000000 Penalty: 68303.781250
Iteration 54Q: 35 clusters Score -1.268662e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 16499 members 
Mstep: Class 7 contains 9732 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 11385 members 
Mstep: Class 11 contains 1374 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 16 contains 9306 members 
Mstep: Class 17 contains 1009 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 18320 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12252 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 2471 members 
Mstep: Class 29 contains 7228 members 
Mstep: Class 30 contains 2406 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2369 members 
Mstep: Class 33 contains 4228 members 
Mstep: Class 34 contains 27286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686628.000000 Penalty: 68303.781250
Iteration 55Q: 35 clusters Score -1.268663e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 16496 members 
Mstep: Class 7 contains 9710 members 
Mstep: Class 8 contains 3827 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 5467 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 18314 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12241 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2482 members 
Mstep: Class 29 contains 7280 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 6180 members 
Mstep: Class 32 contains 2377 members 
Mstep: Class 33 contains 4223 members 
Mstep: Class 34 contains 27289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686689.000000 Penalty: 68303.781250
Iteration 56Q: 35 clusters Score -1.268669e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 16494 members 
Mstep: Class 7 contains 9689 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 1375 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 5471 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 18306 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12230 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2490 members 
Mstep: Class 29 contains 7336 members 
Mstep: Class 30 contains 2397 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 2385 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 27283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686729.000000 Penalty: 68303.781250
Iteration 57Q: 35 clusters Score -1.268673e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 28640 members 
Mstep: Class 5 contains 5722 members 
Mstep: Class 6 contains 16493 members 
Mstep: Class 7 contains 9669 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1376 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 5777 members 
Mstep: Class 15 contains 3238 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 1026 members 
Mstep: Class 18 contains 5469 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6687 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 676 members 
Mstep: Class 23 contains 18302 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2492 members 
Mstep: Class 29 contains 7398 members 
Mstep: Class 30 contains 2393 members 
Mstep: Class 31 contains 6162 members 
Mstep: Class 32 contains 2386 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686757.000000 Penalty: 68303.781250
Iteration 58Q: 35 clusters Score -1.268676e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 5716 members 
Mstep: Class 6 contains 16493 members 
Mstep: Class 7 contains 9658 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 3148 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 5775 members 
Mstep: Class 15 contains 3248 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6693 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 675 members 
Mstep: Class 23 contains 18296 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12213 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2497 members 
Mstep: Class 29 contains 7455 members 
Mstep: Class 30 contains 2391 members 
Mstep: Class 31 contains 6151 members 
Mstep: Class 32 contains 2389 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 27294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686797.000000 Penalty: 68303.781250
Iteration 59Q: 35 clusters Score -1.26868e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 5705 members 
Mstep: Class 6 contains 16492 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 3166 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 1028 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 675 members 
Mstep: Class 23 contains 18296 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12210 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 2499 members 
Mstep: Class 29 contains 7522 members 
Mstep: Class 30 contains 2389 members 
Mstep: Class 31 contains 6135 members 
Mstep: Class 32 contains 2393 members 
Mstep: Class 33 contains 4215 members 
Mstep: Class 34 contains 27301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12686924.000000 Penalty: 68303.781250
Iteration 60F: 35 clusters Score -1.268692e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 28639 members 
Mstep: Class 5 contains 5693 members 
Mstep: Class 6 contains 16491 members 
Mstep: Class 7 contains 9622 members 
Mstep: Class 8 contains 3800 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 10353 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3276 members 
Mstep: Class 16 contains 8957 members 
Mstep: Class 17 contains 1053 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 668 members 
Mstep: Class 23 contains 18301 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 12203 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2517 members 
Mstep: Class 29 contains 7589 members 
Mstep: Class 30 contains 2388 members 
Mstep: Class 31 contains 6118 members 
Mstep: Class 32 contains 2403 members 
Mstep: Class 33 contains 4195 members 
Mstep: Class 34 contains 27311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687127.000000 Penalty: 68303.781250
Iteration 61Q: 35 clusters Score -1.268713e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 28632 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 16487 members 
Mstep: Class 7 contains 9605 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 3289 members 
Mstep: Class 16 contains 8879 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6698 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 659 members 
Mstep: Class 23 contains 18297 members 
Mstep: Class 24 contains 11369 members 
Mstep: Class 25 contains 12192 members 
Mstep: Class 26 contains 1113 members 
Mstep: Class 27 contains 2426 members 
Mstep: Class 28 contains 2534 members 
Mstep: Class 29 contains 7653 members 
Mstep: Class 30 contains 2388 members 
Mstep: Class 31 contains 6085 members 
Mstep: Class 32 contains 2407 members 
Mstep: Class 33 contains 4176 members 
Mstep: Class 34 contains 27319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687128.000000 Penalty: 68303.781250
Iteration 62Q: 35 clusters Score -1.268713e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 28622 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 16479 members 
Mstep: Class 7 contains 9596 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 1111 members 
Mstep: Class 18 contains 5488 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6706 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18291 members 
Mstep: Class 24 contains 11366 members 
Mstep: Class 25 contains 12187 members 
Mstep: Class 26 contains 1115 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2551 members 
Mstep: Class 29 contains 7742 members 
Mstep: Class 30 contains 2387 members 
Mstep: Class 31 contains 6058 members 
Mstep: Class 32 contains 2410 members 
Mstep: Class 33 contains 4166 members 
Mstep: Class 34 contains 27324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687248.000000 Penalty: 68303.781250
Iteration 63Q: 35 clusters Score -1.268725e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 28614 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 16472 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 16 contains 8708 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 18293 members 
Mstep: Class 24 contains 11365 members 
Mstep: Class 25 contains 12180 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2565 members 
Mstep: Class 29 contains 7824 members 
Mstep: Class 30 contains 2382 members 
Mstep: Class 31 contains 6036 members 
Mstep: Class 32 contains 2412 members 
Mstep: Class 33 contains 4152 members 
Mstep: Class 34 contains 27331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687327.000000 Penalty: 68303.781250
Iteration 64Q: 35 clusters Score -1.268733e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 2930 members 
Mstep: Class 4 contains 28609 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 16468 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 10414 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6716 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 18288 members 
Mstep: Class 24 contains 11365 members 
Mstep: Class 25 contains 12180 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2577 members 
Mstep: Class 29 contains 7907 members 
Mstep: Class 30 contains 2379 members 
Mstep: Class 31 contains 6006 members 
Mstep: Class 32 contains 2415 members 
Mstep: Class 33 contains 4146 members 
Mstep: Class 34 contains 27333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687427.000000 Penalty: 68303.781250
Iteration 65Q: 35 clusters Score -1.268743e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5992 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 28609 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 16465 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1011 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 5766 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 5497 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 18288 members 
Mstep: Class 24 contains 11364 members 
Mstep: Class 25 contains 12180 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2585 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 2373 members 
Mstep: Class 31 contains 5970 members 
Mstep: Class 32 contains 2423 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 27336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687465.000000 Penalty: 68303.781250
Iteration 66Q: 35 clusters Score -1.268746e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 28609 members 
Mstep: Class 5 contains 5653 members 
Mstep: Class 6 contains 16457 members 
Mstep: Class 7 contains 9570 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 3402 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1007 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 8512 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 5503 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6722 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 18286 members 
Mstep: Class 24 contains 11362 members 
Mstep: Class 25 contains 12182 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2600 members 
Mstep: Class 29 contains 8034 members 
Mstep: Class 30 contains 2370 members 
Mstep: Class 31 contains 5926 members 
Mstep: Class 32 contains 2432 members 
Mstep: Class 33 contains 4128 members 
Mstep: Class 34 contains 27352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687599.000000 Penalty: 68303.781250
Iteration 67Q: 35 clusters Score -1.26876e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 28609 members 
Mstep: Class 5 contains 5651 members 
Mstep: Class 6 contains 16451 members 
Mstep: Class 7 contains 9556 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 5509 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6723 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 649 members 
Mstep: Class 23 contains 18291 members 
Mstep: Class 24 contains 11360 members 
Mstep: Class 25 contains 12185 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2616 members 
Mstep: Class 29 contains 8093 members 
Mstep: Class 30 contains 2366 members 
Mstep: Class 31 contains 5879 members 
Mstep: Class 32 contains 2441 members 
Mstep: Class 33 contains 4123 members 
Mstep: Class 34 contains 27367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687641.000000 Penalty: 68303.781250
Iteration 68Q: 35 clusters Score -1.268764e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 28608 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 16446 members 
Mstep: Class 7 contains 9559 members 
Mstep: Class 8 contains 3628 members 
Mstep: Class 9 contains 3514 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 8412 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 5516 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 643 members 
Mstep: Class 23 contains 18305 members 
Mstep: Class 24 contains 11358 members 
Mstep: Class 25 contains 12187 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2637 members 
Mstep: Class 29 contains 8132 members 
Mstep: Class 30 contains 2359 members 
Mstep: Class 31 contains 5822 members 
Mstep: Class 32 contains 2445 members 
Mstep: Class 33 contains 4120 members 
Mstep: Class 34 contains 27378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687733.000000 Penalty: 68303.781250
Iteration 69Q: 35 clusters Score -1.268773e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6004 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 28606 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 16443 members 
Mstep: Class 7 contains 9565 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 10446 members 
Mstep: Class 14 contains 5759 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 8374 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6742 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 642 members 
Mstep: Class 23 contains 18304 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 12183 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2427 members 
Mstep: Class 28 contains 2654 members 
Mstep: Class 29 contains 8182 members 
Mstep: Class 30 contains 2351 members 
Mstep: Class 31 contains 5746 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 27379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687810.000000 Penalty: 68303.781250
Iteration 70Q: 35 clusters Score -1.268781e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6002 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28605 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 16444 members 
Mstep: Class 7 contains 9561 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 3268 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 18 contains 5526 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6751 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 640 members 
Mstep: Class 23 contains 18306 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 12186 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 2669 members 
Mstep: Class 29 contains 8223 members 
Mstep: Class 30 contains 2347 members 
Mstep: Class 31 contains 5658 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 4093 members 
Mstep: Class 34 contains 27386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12687941.000000 Penalty: 68303.781250
Iteration 71Q: 35 clusters Score -1.268794e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28603 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 16443 members 
Mstep: Class 7 contains 9547 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10450 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 8311 members 
Mstep: Class 17 contains 1191 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 18312 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 12190 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2429 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 8264 members 
Mstep: Class 30 contains 2338 members 
Mstep: Class 31 contains 5537 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 4078 members 
Mstep: Class 34 contains 27391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688086.000000 Penalty: 68303.781250
Iteration 72Q: 35 clusters Score -1.268809e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6000 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28600 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 16437 members 
Mstep: Class 7 contains 9536 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 3938 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 8282 members 
Mstep: Class 17 contains 1196 members 
Mstep: Class 18 contains 5562 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 18311 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 12186 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2430 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 8299 members 
Mstep: Class 30 contains 2333 members 
Mstep: Class 31 contains 5377 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 4068 members 
Mstep: Class 34 contains 27398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688329.000000 Penalty: 68303.781250
Iteration 73Q: 35 clusters Score -1.268833e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28597 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 9525 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 4114 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 1003 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 5752 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 8264 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 18 contains 5577 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 638 members 
Mstep: Class 23 contains 18309 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 12181 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 8339 members 
Mstep: Class 30 contains 2323 members 
Mstep: Class 31 contains 5199 members 
Mstep: Class 32 contains 2457 members 
Mstep: Class 33 contains 4065 members 
Mstep: Class 34 contains 27395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688570.000000 Penalty: 68303.781250
Iteration 74Q: 35 clusters Score -1.268857e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28597 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 16419 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 3493 members 
Mstep: Class 9 contains 4305 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 5750 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 16 contains 8240 members 
Mstep: Class 17 contains 1216 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 637 members 
Mstep: Class 23 contains 18300 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12177 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2737 members 
Mstep: Class 29 contains 8383 members 
Mstep: Class 30 contains 2304 members 
Mstep: Class 31 contains 5015 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 4059 members 
Mstep: Class 34 contains 27396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688733.000000 Penalty: 68303.781250
Iteration 75Q: 35 clusters Score -1.268873e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28598 members 
Mstep: Class 5 contains 5624 members 
Mstep: Class 6 contains 16411 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 3489 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10487 members 
Mstep: Class 14 contains 5750 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 8213 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 18 contains 5639 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6798 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 633 members 
Mstep: Class 23 contains 18295 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12168 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 8428 members 
Mstep: Class 30 contains 2287 members 
Mstep: Class 31 contains 4838 members 
Mstep: Class 32 contains 2454 members 
Mstep: Class 33 contains 4054 members 
Mstep: Class 34 contains 27385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12688928.000000 Penalty: 68303.781250
Iteration 76Q: 35 clusters Score -1.268893e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 28597 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 9482 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4579 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10497 members 
Mstep: Class 14 contains 5750 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 8193 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6803 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 18290 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12163 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 8464 members 
Mstep: Class 30 contains 2270 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 27386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689095.000000 Penalty: 68303.781250
Iteration 77Q: 35 clusters Score -1.26891e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 28597 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 16394 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 3486 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10499 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8165 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5715 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6813 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 18286 members 
Mstep: Class 24 contains 11357 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2774 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 2250 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 2448 members 
Mstep: Class 33 contains 4054 members 
Mstep: Class 34 contains 27395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12689205.000000 Penalty: 68303.781250
Iteration 78Q: 35 clusters Score -1.26892e+07 nChanged 324
Entering ConstructFrom: 
Score: -12689205.000000 Penalty: 68303.781250
Entering ConstructFrom: 
Trying to split cluster 1 (1914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Entering Unmasked Estep 
Score: -82009.218750 Penalty: 1228.004517
	Iteration 0F: 2 clusters Score -82009.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -80046.437500 Penalty: 2456.009033
	Iteration 0F: 3 clusters Score -80046.44 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -80894.375000 Penalty: 2456.009033
	Iteration 1F: 3 clusters Score -80894.38 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -81562.023438 Penalty: 2456.009033
	Iteration 2F: 3 clusters Score -81562.02 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -81977.664062 Penalty: 2456.009033
	Iteration 3F: 3 clusters Score -81977.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -82232.359375 Penalty: 2456.009033
	Iteration 4F: 3 clusters Score -82232.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -82512.781250 Penalty: 2456.009033
	Iteration 5Q: 3 clusters Score -82512.78 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -82698.000000 Penalty: 2456.009033
	Iteration 6Q: 3 clusters Score -82698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -82773.375000 Penalty: 2456.009033
	Iteration 7Q: 3 clusters Score -82773.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -82826.593750 Penalty: 2456.009033
	Iteration 8Q: 3 clusters Score -82826.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -82874.679688 Penalty: 2456.009033
	Iteration 9Q: 3 clusters Score -82874.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -82909.265625 Penalty: 2456.009033
	Iteration 10Q: 3 clusters Score -82909.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -82929.085938 Penalty: 2456.009033
	Iteration 11Q: 3 clusters Score -82929.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -82937.570312 Penalty: 2456.009033
	Iteration 12Q: 3 clusters Score -82937.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -82958.968750 Penalty: 2456.009033
	Iteration 13Q: 3 clusters Score -82958.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -82988.218750 Penalty: 2456.009033
	Iteration 14Q: 3 clusters Score -82988.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -83006.007812 Penalty: 2456.009033
	Iteration 15Q: 3 clusters Score -83006.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -83021.789062 Penalty: 2456.009033
	Iteration 16Q: 3 clusters Score -83021.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -83040.578125 Penalty: 2456.009033
	Iteration 17Q: 3 clusters Score -83040.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -83055.734375 Penalty: 2456.009033
	Iteration 18Q: 3 clusters Score -83055.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -83070.601562 Penalty: 2456.009033
	Iteration 19Q: 3 clusters Score -83070.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -83098.273438 Penalty: 2456.009033
	Iteration 20F: 3 clusters Score -83098.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -83132.492188 Penalty: 2456.009033
	Iteration 21Q: 3 clusters Score -83132.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -83182.601562 Penalty: 2456.009033
	Iteration 22Q: 3 clusters Score -83182.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -83223.164062 Penalty: 2456.009033
	Iteration 23Q: 3 clusters Score -83223.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -83251.156250 Penalty: 2456.009033
	Iteration 24Q: 3 clusters Score -83251.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -83272.937500 Penalty: 2456.009033
	Iteration 25Q: 3 clusters Score -83272.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -83292.585938 Penalty: 2456.009033
	Iteration 26Q: 3 clusters Score -83292.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -83315.007812 Penalty: 2456.009033
	Iteration 27Q: 3 clusters Score -83315.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -83337.195312 Penalty: 2456.009033
	Iteration 28Q: 3 clusters Score -83337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -83351.156250 Penalty: 2456.009033
	Iteration 29Q: 3 clusters Score -83351.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -83361.398438 Penalty: 2456.009033
	Iteration 30Q: 3 clusters Score -83361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -83367.679688 Penalty: 2456.009033
	Iteration 31Q: 3 clusters Score -83367.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -83383.218750 Penalty: 2456.009033
	Iteration 32Q: 3 clusters Score -83383.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -83395.960938 Penalty: 2456.009033
	Iteration 33Q: 3 clusters Score -83395.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -83399.796875 Penalty: 2456.009033
	Iteration 34Q: 3 clusters Score -83399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -83402.851562 Penalty: 2456.009033
	Iteration 35Q: 3 clusters Score -83402.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83405.109375 Penalty: 2456.009033
	Iteration 36Q: 3 clusters Score -83405.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -83405.109375 Penalty: 2456.009033
	Iteration 37F: 3 clusters Score -83405.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 655 members 
Entering Unmasked Estep 
Score: -12689884.000000 Penalty: 70312.710938
Splitting cluster 1 changes total score from -12689205.000000 to -12689884.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (5989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Entering Unmasked Estep 
Score: -332030.718750 Penalty: 1413.372925
	Iteration 0F: 2 clusters Score -332030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -327387.218750 Penalty: 2826.745850
	Iteration 0F: 3 clusters Score -327387.2 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -328674.281250 Penalty: 2826.745850
	Iteration 1F: 3 clusters Score -328674.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -328901.781250 Penalty: 2826.745850
	Iteration 2F: 3 clusters Score -328901.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -329076.406250 Penalty: 2826.745850
	Iteration 3F: 3 clusters Score -329076.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -329252.468750 Penalty: 2826.745850
	Iteration 4Q: 3 clusters Score -329252.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -329427.375000 Penalty: 2826.745850
	Iteration 5Q: 3 clusters Score -329427.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -329636.781250 Penalty: 2826.745850
	Iteration 6Q: 3 clusters Score -329636.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -329915.250000 Penalty: 2826.745850
	Iteration 7Q: 3 clusters Score -329915.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -330353.968750 Penalty: 2826.745850
	Iteration 8F: 3 clusters Score -330354 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -330970.625000 Penalty: 2826.745850
	Iteration 9F: 3 clusters Score -330970.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -331577.218750 Penalty: 2826.745850
	Iteration 10F: 3 clusters Score -331577.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -331984.937500 Penalty: 2826.745850
	Iteration 11F: 3 clusters Score -331984.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -332165.906250 Penalty: 2826.745850
	Iteration 12Q: 3 clusters Score -332165.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -332240.656250 Penalty: 2826.745850
	Iteration 13Q: 3 clusters Score -332240.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -332272.843750 Penalty: 2826.745850
	Iteration 14Q: 3 clusters Score -332272.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -332293.531250 Penalty: 2826.745850
	Iteration 15Q: 3 clusters Score -332293.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -332315.031250 Penalty: 2826.745850
	Iteration 16Q: 3 clusters Score -332315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -332331.156250 Penalty: 2826.745850
	Iteration 17Q: 3 clusters Score -332331.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -332343.531250 Penalty: 2826.745850
	Iteration 18Q: 3 clusters Score -332343.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -332355.687500 Penalty: 2826.745850
	Iteration 19Q: 3 clusters Score -332355.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -332367.031250 Penalty: 2826.745850
	Iteration 20F: 3 clusters Score -332367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -332373.187500 Penalty: 2826.745850
	Iteration 21Q: 3 clusters Score -332373.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -332386.562500 Penalty: 2826.745850
	Iteration 22Q: 3 clusters Score -332386.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -332405.125000 Penalty: 2826.745850
	Iteration 23Q: 3 clusters Score -332405.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332421.375000 Penalty: 2826.745850
	Iteration 24Q: 3 clusters Score -332421.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -332437.156250 Penalty: 2826.745850
	Iteration 25Q: 3 clusters Score -332437.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -332450.437500 Penalty: 2826.745850
	Iteration 26Q: 3 clusters Score -332450.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -332458.906250 Penalty: 2826.745850
	Iteration 27Q: 3 clusters Score -332458.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -332468.750000 Penalty: 2826.745850
	Iteration 28Q: 3 clusters Score -332468.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -332477.687500 Penalty: 2826.745850
	Iteration 29Q: 3 clusters Score -332477.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -332488.468750 Penalty: 2826.745850
	Iteration 30Q: 3 clusters Score -332488.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -332499.968750 Penalty: 2826.745850
	Iteration 31Q: 3 clusters Score -332500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -332507.156250 Penalty: 2826.745850
	Iteration 32Q: 3 clusters Score -332507.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -332512.062500 Penalty: 2826.745850
	Iteration 33Q: 3 clusters Score -332512.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -332519.000000 Penalty: 2826.745850
	Iteration 34Q: 3 clusters Score -332519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -332525.343750 Penalty: 2826.745850
	Iteration 35Q: 3 clusters Score -332525.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -332530.968750 Penalty: 2826.745850
	Iteration 36Q: 3 clusters Score -332531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -332534.750000 Penalty: 2826.745850
	Iteration 37Q: 3 clusters Score -332534.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -332540.250000 Penalty: 2826.745850
	Iteration 38Q: 3 clusters Score -332540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -332543.437500 Penalty: 2826.745850
	Iteration 39Q: 3 clusters Score -332543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -332545.406250 Penalty: 2826.745850
	Iteration 40F: 3 clusters Score -332545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -332547.062500 Penalty: 2826.745850
	Iteration 41Q: 3 clusters Score -332547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -332548.718750 Penalty: 2826.745850
	Iteration 42Q: 3 clusters Score -332548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -332550.687500 Penalty: 2826.745850
	Iteration 43Q: 3 clusters Score -332550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -332551.500000 Penalty: 2826.745850
	Iteration 44Q: 3 clusters Score -332551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -332552.281250 Penalty: 2826.745850
	Iteration 45Q: 3 clusters Score -332552.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -332552.531250 Penalty: 2826.745850
	Iteration 46Q: 3 clusters Score -332552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -332553.281250 Penalty: 2826.745850
	Iteration 47Q: 3 clusters Score -332553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -332553.531250 Penalty: 2826.745850
	Iteration 48Q: 3 clusters Score -332553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -332553.531250 Penalty: 2826.745850
	Iteration 49F: 3 clusters Score -332553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 2648 members 
Entering Unmasked Estep 
Score: -12689838.000000 Penalty: 72321.648438
Splitting cluster 2 changes total score from -12689205.000000 to -12689838.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -156398.140625 Penalty: 1295.637817
	Iteration 0F: 2 clusters Score -156398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -153758.375000 Penalty: 2591.275635
	Iteration 0F: 3 clusters Score -153758.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -154544.718750 Penalty: 2591.275635
	Iteration 1F: 3 clusters Score -154544.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -154935.750000 Penalty: 2591.275635
	Iteration 2F: 3 clusters Score -154935.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -155283.031250 Penalty: 2591.275635
	Iteration 3F: 3 clusters Score -155283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -155561.859375 Penalty: 2591.275635
	Iteration 4F: 3 clusters Score -155561.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -155851.390625 Penalty: 2591.275635
	Iteration 5F: 3 clusters Score -155851.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -156125.265625 Penalty: 2591.275635
	Iteration 6F: 3 clusters Score -156125.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -156288.078125 Penalty: 2591.275635
	Iteration 7Q: 3 clusters Score -156288.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -156464.609375 Penalty: 2591.275635
	Iteration 8F: 3 clusters Score -156464.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -156753.140625 Penalty: 2591.275635
	Iteration 9F: 3 clusters Score -156753.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -157153.687500 Penalty: 2591.275635
	Iteration 10F: 3 clusters Score -157153.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -157432.312500 Penalty: 2591.275635
	Iteration 11Q: 3 clusters Score -157432.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -157663.437500 Penalty: 2591.275635
	Iteration 12Q: 3 clusters Score -157663.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -157833.875000 Penalty: 2591.275635
	Iteration 13Q: 3 clusters Score -157833.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -157945.531250 Penalty: 2591.275635
	Iteration 14Q: 3 clusters Score -157945.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -158034.640625 Penalty: 2591.275635
	Iteration 15Q: 3 clusters Score -158034.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -158093.343750 Penalty: 2591.275635
	Iteration 16Q: 3 clusters Score -158093.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -158111.000000 Penalty: 2591.275635
	Iteration 17Q: 3 clusters Score -158111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -158129.671875 Penalty: 2591.275635
	Iteration 18Q: 3 clusters Score -158129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -158145.234375 Penalty: 2591.275635
	Iteration 19Q: 3 clusters Score -158145.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -158168.078125 Penalty: 2591.275635
	Iteration 20F: 3 clusters Score -158168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -158186.468750 Penalty: 2591.275635
	Iteration 21Q: 3 clusters Score -158186.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -158210.828125 Penalty: 2591.275635
	Iteration 22Q: 3 clusters Score -158210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -158236.640625 Penalty: 2591.275635
	Iteration 23Q: 3 clusters Score -158236.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -158272.015625 Penalty: 2591.275635
	Iteration 24Q: 3 clusters Score -158272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -158322.796875 Penalty: 2591.275635
	Iteration 25Q: 3 clusters Score -158322.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158386.093750 Penalty: 2591.275635
	Iteration 26Q: 3 clusters Score -158386.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158405.890625 Penalty: 2591.275635
	Iteration 27Q: 3 clusters Score -158405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158406.593750 Penalty: 2591.275635
	Iteration 28Q: 3 clusters Score -158406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158406.593750 Penalty: 2591.275635
	Iteration 29F: 3 clusters Score -158406.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 2648 members 
Mstep: Class 37 contains 726 members 
Entering Unmasked Estep 
Score: -12691138.000000 Penalty: 74330.578125
Splitting cluster 3 changes total score from -12689205.000000 to -12691138.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (28596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Entering Unmasked Estep 
Score: -1659969.750000 Penalty: 1667.416138
	Iteration 0F: 2 clusters Score -1659970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1640653.375000 Penalty: 3334.832275
	Iteration 0F: 3 clusters Score -1640653 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1647840.875000 Penalty: 3334.832275
	Iteration 1F: 3 clusters Score -1647841 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1648335.250000 Penalty: 3334.832275
	Iteration 2Q: 3 clusters Score -1648335 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1649064.625000 Penalty: 3334.832275
	Iteration 3F: 3 clusters Score -1649065 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1650186.375000 Penalty: 3334.832275
	Iteration 4F: 3 clusters Score -1650186 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1651761.375000 Penalty: 3334.832275
	Iteration 5F: 3 clusters Score -1651761 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -1653521.375000 Penalty: 3334.832275
	Iteration 6F: 3 clusters Score -1653521 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -1655080.625000 Penalty: 3334.832275
	Iteration 7F: 3 clusters Score -1655081 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1656106.875000 Penalty: 3334.832275
	Iteration 8F: 3 clusters Score -1656107 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -1656747.000000 Penalty: 3334.832275
	Iteration 9Q: 3 clusters Score -1656747 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -1657182.375000 Penalty: 3334.832275
	Iteration 10Q: 3 clusters Score -1657182 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -1657497.000000 Penalty: 3334.832275
	Iteration 11Q: 3 clusters Score -1657497 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -1657729.500000 Penalty: 3334.832275
	Iteration 12Q: 3 clusters Score -1657730 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -1657902.500000 Penalty: 3334.832275
	Iteration 13Q: 3 clusters Score -1657902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -1658045.375000 Penalty: 3334.832275
	Iteration 14Q: 3 clusters Score -1658045 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -1658122.125000 Penalty: 3334.832275
	Iteration 15Q: 3 clusters Score -1658122 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -1658199.250000 Penalty: 3334.832275
	Iteration 16Q: 3 clusters Score -1658199 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -1658237.875000 Penalty: 3334.832275
	Iteration 17Q: 3 clusters Score -1658238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -1658276.750000 Penalty: 3334.832275
	Iteration 18Q: 3 clusters Score -1658277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1658293.625000 Penalty: 3334.832275
	Iteration 19Q: 3 clusters Score -1658294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -1658322.875000 Penalty: 3334.832275
	Iteration 20F: 3 clusters Score -1658323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -1658345.625000 Penalty: 3334.832275
	Iteration 21Q: 3 clusters Score -1658346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -1658364.875000 Penalty: 3334.832275
	Iteration 22Q: 3 clusters Score -1658365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -1658391.625000 Penalty: 3334.832275
	Iteration 23Q: 3 clusters Score -1658392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -1658414.250000 Penalty: 3334.832275
	Iteration 24Q: 3 clusters Score -1658414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -1658429.750000 Penalty: 3334.832275
	Iteration 25Q: 3 clusters Score -1658430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1658448.625000 Penalty: 3334.832275
	Iteration 26Q: 3 clusters Score -1658449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -1658456.500000 Penalty: 3334.832275
	Iteration 27Q: 3 clusters Score -1658456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -1658470.125000 Penalty: 3334.832275
	Iteration 28Q: 3 clusters Score -1658470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -1658485.625000 Penalty: 3334.832275
	Iteration 29Q: 3 clusters Score -1658486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -1658493.875000 Penalty: 3334.832275
	Iteration 30Q: 3 clusters Score -1658494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -1658501.250000 Penalty: 3334.832275
	Iteration 31Q: 3 clusters Score -1658501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -1658504.875000 Penalty: 3334.832275
	Iteration 32Q: 3 clusters Score -1658505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -1658506.875000 Penalty: 3334.832275
	Iteration 33Q: 3 clusters Score -1658507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -1658510.625000 Penalty: 3334.832275
	Iteration 34Q: 3 clusters Score -1658511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -1658514.000000 Penalty: 3334.832275
	Iteration 35Q: 3 clusters Score -1658514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -1658513.500000 Penalty: 3334.832275
	Iteration 36Q: 3 clusters Score -1658514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -1658513.500000 Penalty: 3334.832275
	Iteration 37F: 3 clusters Score -1658514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -271761.187500 Penalty: 1402.923462
	Iteration 0F: 2 clusters Score -271761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -267413.875000 Penalty: 2805.846924
	Iteration 0F: 3 clusters Score -267413.9 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -269441.343750 Penalty: 2805.846924
	Iteration 1F: 3 clusters Score -269441.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -271078.250000 Penalty: 2805.846924
	Iteration 2F: 3 clusters Score -271078.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -272041.593750 Penalty: 2805.846924
	Iteration 3F: 3 clusters Score -272041.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -272583.562500 Penalty: 2805.846924
	Iteration 4F: 3 clusters Score -272583.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -272994.968750 Penalty: 2805.846924
	Iteration 5F: 3 clusters Score -272995 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -273297.250000 Penalty: 2805.846924
	Iteration 6Q: 3 clusters Score -273297.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -273550.937500 Penalty: 2805.846924
	Iteration 7Q: 3 clusters Score -273550.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -273773.312500 Penalty: 2805.846924
	Iteration 8Q: 3 clusters Score -273773.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -273978.531250 Penalty: 2805.846924
	Iteration 9Q: 3 clusters Score -273978.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -274105.250000 Penalty: 2805.846924
	Iteration 10Q: 3 clusters Score -274105.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -274152.000000 Penalty: 2805.846924
	Iteration 11Q: 3 clusters Score -274152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -274191.781250 Penalty: 2805.846924
	Iteration 12Q: 3 clusters Score -274191.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -274267.343750 Penalty: 2805.846924
	Iteration 13Q: 3 clusters Score -274267.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -274415.593750 Penalty: 2805.846924
	Iteration 14Q: 3 clusters Score -274415.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274499.031250 Penalty: 2805.846924
	Iteration 15Q: 3 clusters Score -274499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -274511.343750 Penalty: 2805.846924
	Iteration 16Q: 3 clusters Score -274511.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -274513.656250 Penalty: 2805.846924
	Iteration 17Q: 3 clusters Score -274513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274513.750000 Penalty: 2805.846924
	Iteration 18Q: 3 clusters Score -274513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274523.656250 Penalty: 2805.846924
	Iteration 19F: 3 clusters Score -274523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -274537.031250 Penalty: 2805.846924
	Iteration 20F: 3 clusters Score -274537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274538.093750 Penalty: 2805.846924
	Iteration 21Q: 3 clusters Score -274538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274539.062500 Penalty: 2805.846924
	Iteration 22Q: 3 clusters Score -274539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274539.062500 Penalty: 2805.846924
	Iteration 23F: 3 clusters Score -274539.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 2648 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 1214 members 
Entering Unmasked Estep 
Score: -12693330.000000 Penalty: 76339.515625
Splitting cluster 5 changes total score from -12689205.000000 to -12693330.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (16390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Entering Unmasked Estep 
Score: -964942.250000 Penalty: 1576.969360
	Iteration 0F: 2 clusters Score -964942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -953765.437500 Penalty: 3153.938721
	Iteration 0F: 3 clusters Score -953765.4 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -957702.500000 Penalty: 3153.938721
	Iteration 1F: 3 clusters Score -957702.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -958168.375000 Penalty: 3153.938721
	Iteration 2F: 3 clusters Score -958168.4 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -958831.500000 Penalty: 3153.938721
	Iteration 3F: 3 clusters Score -958831.5 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -959786.187500 Penalty: 3153.938721
	Iteration 4F: 3 clusters Score -959786.2 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -960968.937500 Penalty: 3153.938721
	Iteration 5F: 3 clusters Score -960968.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -961997.750000 Penalty: 3153.938721
	Iteration 6F: 3 clusters Score -961997.8 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -962567.750000 Penalty: 3153.938721
	Iteration 7F: 3 clusters Score -962567.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -962836.750000 Penalty: 3153.938721
	Iteration 8Q: 3 clusters Score -962836.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -962970.875000 Penalty: 3153.938721
	Iteration 9Q: 3 clusters Score -962970.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -963055.500000 Penalty: 3153.938721
	Iteration 10Q: 3 clusters Score -963055.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -963122.625000 Penalty: 3153.938721
	Iteration 11Q: 3 clusters Score -963122.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -963173.500000 Penalty: 3153.938721
	Iteration 12Q: 3 clusters Score -963173.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -963215.625000 Penalty: 3153.938721
	Iteration 13Q: 3 clusters Score -963215.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -963244.375000 Penalty: 3153.938721
	Iteration 14Q: 3 clusters Score -963244.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -963274.750000 Penalty: 3153.938721
	Iteration 15Q: 3 clusters Score -963274.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -963310.000000 Penalty: 3153.938721
	Iteration 16Q: 3 clusters Score -963310 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -963338.875000 Penalty: 3153.938721
	Iteration 17Q: 3 clusters Score -963338.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -963362.687500 Penalty: 3153.938721
	Iteration 18Q: 3 clusters Score -963362.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -963388.937500 Penalty: 3153.938721
	Iteration 19Q: 3 clusters Score -963388.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -963417.750000 Penalty: 3153.938721
	Iteration 20F: 3 clusters Score -963417.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -963449.937500 Penalty: 3153.938721
	Iteration 21Q: 3 clusters Score -963449.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -963477.687500 Penalty: 3153.938721
	Iteration 22Q: 3 clusters Score -963477.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -963505.437500 Penalty: 3153.938721
	Iteration 23Q: 3 clusters Score -963505.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -963527.312500 Penalty: 3153.938721
	Iteration 24Q: 3 clusters Score -963527.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -963545.000000 Penalty: 3153.938721
	Iteration 25Q: 3 clusters Score -963545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -963561.187500 Penalty: 3153.938721
	Iteration 26Q: 3 clusters Score -963561.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -963580.562500 Penalty: 3153.938721
	Iteration 27Q: 3 clusters Score -963580.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -963592.062500 Penalty: 3153.938721
	Iteration 28Q: 3 clusters Score -963592.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -963602.500000 Penalty: 3153.938721
	Iteration 29Q: 3 clusters Score -963602.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -963615.000000 Penalty: 3153.938721
	Iteration 30Q: 3 clusters Score -963615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -963621.312500 Penalty: 3153.938721
	Iteration 31Q: 3 clusters Score -963621.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -963626.437500 Penalty: 3153.938721
	Iteration 32Q: 3 clusters Score -963626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -963629.375000 Penalty: 3153.938721
	Iteration 33Q: 3 clusters Score -963629.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -963634.500000 Penalty: 3153.938721
	Iteration 34Q: 3 clusters Score -963634.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -963638.437500 Penalty: 3153.938721
	Iteration 35Q: 3 clusters Score -963638.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -963643.500000 Penalty: 3153.938721
	Iteration 36Q: 3 clusters Score -963643.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -963647.250000 Penalty: 3153.938721
	Iteration 37Q: 3 clusters Score -963647.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -963651.250000 Penalty: 3153.938721
	Iteration 38Q: 3 clusters Score -963651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -963654.312500 Penalty: 3153.938721
	Iteration 39Q: 3 clusters Score -963654.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -963655.312500 Penalty: 3153.938721
	Iteration 40F: 3 clusters Score -963655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -963658.750000 Penalty: 3153.938721
	Iteration 41Q: 3 clusters Score -963658.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -963660.750000 Penalty: 3153.938721
	Iteration 42Q: 3 clusters Score -963660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -963663.000000 Penalty: 3153.938721
	Iteration 43Q: 3 clusters Score -963663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -963668.250000 Penalty: 3153.938721
	Iteration 44Q: 3 clusters Score -963668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -963669.000000 Penalty: 3153.938721
	Iteration 45Q: 3 clusters Score -963669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -963670.875000 Penalty: 3153.938721
	Iteration 46Q: 3 clusters Score -963670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -963671.125000 Penalty: 3153.938721
	Iteration 47Q: 3 clusters Score -963671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -963670.187500 Penalty: 3153.938721
	Iteration 48Q: 3 clusters Score -963670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -963672.187500 Penalty: 3153.938721
	Iteration 49Q: 3 clusters Score -963672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -963672.937500 Penalty: 3153.938721
	Iteration 50Q: 3 clusters Score -963672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -963673.062500 Penalty: 3153.938721
	Iteration 51Q: 3 clusters Score -963673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -963673.937500 Penalty: 3153.938721
	Iteration 52Q: 3 clusters Score -963673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -963673.125000 Penalty: 3153.938721
	Iteration 53Q: 3 clusters Score -963673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -963673.937500 Penalty: 3153.938721
	Iteration 54Q: 3 clusters Score -963673.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -963674.812500 Penalty: 3153.938721
	Iteration 55Q: 3 clusters Score -963674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -963676.375000 Penalty: 3153.938721
	Iteration 56Q: 3 clusters Score -963676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -963677.750000 Penalty: 3153.938721
	Iteration 57Q: 3 clusters Score -963677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -963677.437500 Penalty: 3153.938721
	Iteration 58Q: 3 clusters Score -963677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -963678.125000 Penalty: 3153.938721
	Iteration 59Q: 3 clusters Score -963678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -963678.937500 Penalty: 3153.938721
	Iteration 60F: 3 clusters Score -963678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -963680.812500 Penalty: 3153.938721
	Iteration 61Q: 3 clusters Score -963680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -963679.375000 Penalty: 3153.938721
	Iteration 62Q: 3 clusters Score -963679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -963678.812500 Penalty: 3153.938721
	Iteration 63Q: 3 clusters Score -963678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -963680.250000 Penalty: 3153.938721
	Iteration 64Q: 3 clusters Score -963680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -963680.250000 Penalty: 3153.938721
	Iteration 65Q: 3 clusters Score -963680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -963679.250000 Penalty: 3153.938721
	Iteration 66Q: 3 clusters Score -963679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -963679.250000 Penalty: 3153.938721
	Iteration 67F: 3 clusters Score -963679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Entering Unmasked Estep 
Score: -555002.625000 Penalty: 1487.573608
	Iteration 0F: 2 clusters Score -555002.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -548157.500000 Penalty: 2975.147217
	Iteration 0F: 3 clusters Score -548157.5 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -550620.437500 Penalty: 2975.147217
	Iteration 1F: 3 clusters Score -550620.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -551174.250000 Penalty: 2975.147217
	Iteration 2F: 3 clusters Score -551174.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -551773.250000 Penalty: 2975.147217
	Iteration 3F: 3 clusters Score -551773.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -552377.000000 Penalty: 2975.147217
	Iteration 4F: 3 clusters Score -552377 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -553010.437500 Penalty: 2975.147217
	Iteration 5F: 3 clusters Score -553010.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -553533.875000 Penalty: 2975.147217
	Iteration 6F: 3 clusters Score -553533.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -553897.812500 Penalty: 2975.147217
	Iteration 7Q: 3 clusters Score -553897.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -554138.125000 Penalty: 2975.147217
	Iteration 8Q: 3 clusters Score -554138.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -554277.375000 Penalty: 2975.147217
	Iteration 9Q: 3 clusters Score -554277.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -554380.375000 Penalty: 2975.147217
	Iteration 10Q: 3 clusters Score -554380.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -554464.312500 Penalty: 2975.147217
	Iteration 11Q: 3 clusters Score -554464.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -554510.000000 Penalty: 2975.147217
	Iteration 12Q: 3 clusters Score -554510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -554541.875000 Penalty: 2975.147217
	Iteration 13Q: 3 clusters Score -554541.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -554569.000000 Penalty: 2975.147217
	Iteration 14Q: 3 clusters Score -554569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -554589.500000 Penalty: 2975.147217
	Iteration 15Q: 3 clusters Score -554589.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -554608.312500 Penalty: 2975.147217
	Iteration 16Q: 3 clusters Score -554608.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -554620.687500 Penalty: 2975.147217
	Iteration 17Q: 3 clusters Score -554620.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -554632.437500 Penalty: 2975.147217
	Iteration 18Q: 3 clusters Score -554632.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -554647.125000 Penalty: 2975.147217
	Iteration 19Q: 3 clusters Score -554647.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -554660.937500 Penalty: 2975.147217
	Iteration 20F: 3 clusters Score -554660.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -554674.562500 Penalty: 2975.147217
	Iteration 21Q: 3 clusters Score -554674.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -554696.687500 Penalty: 2975.147217
	Iteration 22Q: 3 clusters Score -554696.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -554717.125000 Penalty: 2975.147217
	Iteration 23Q: 3 clusters Score -554717.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -554738.000000 Penalty: 2975.147217
	Iteration 24Q: 3 clusters Score -554738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -554760.625000 Penalty: 2975.147217
	Iteration 25Q: 3 clusters Score -554760.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -554787.562500 Penalty: 2975.147217
	Iteration 26Q: 3 clusters Score -554787.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -554811.875000 Penalty: 2975.147217
	Iteration 27Q: 3 clusters Score -554811.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -554837.437500 Penalty: 2975.147217
	Iteration 28Q: 3 clusters Score -554837.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -554853.562500 Penalty: 2975.147217
	Iteration 29Q: 3 clusters Score -554853.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -554861.062500 Penalty: 2975.147217
	Iteration 30Q: 3 clusters Score -554861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -554865.312500 Penalty: 2975.147217
	Iteration 31Q: 3 clusters Score -554865.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -554870.562500 Penalty: 2975.147217
	Iteration 32Q: 3 clusters Score -554870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -554874.500000 Penalty: 2975.147217
	Iteration 33Q: 3 clusters Score -554874.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -554876.687500 Penalty: 2975.147217
	Iteration 34Q: 3 clusters Score -554876.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -554878.875000 Penalty: 2975.147217
	Iteration 35Q: 3 clusters Score -554878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -554882.062500 Penalty: 2975.147217
	Iteration 36Q: 3 clusters Score -554882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -554884.812500 Penalty: 2975.147217
	Iteration 37Q: 3 clusters Score -554884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -554886.312500 Penalty: 2975.147217
	Iteration 38Q: 3 clusters Score -554886.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -554886.937500 Penalty: 2975.147217
	Iteration 39Q: 3 clusters Score -554886.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -554888.000000 Penalty: 2975.147217
	Iteration 40F: 3 clusters Score -554888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -554887.750000 Penalty: 2975.147217
	Iteration 41Q: 3 clusters Score -554887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -554887.500000 Penalty: 2975.147217
	Iteration 42Q: 3 clusters Score -554887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -554889.812500 Penalty: 2975.147217
	Iteration 43Q: 3 clusters Score -554889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -554889.062500 Penalty: 2975.147217
	Iteration 44Q: 3 clusters Score -554889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -554889.437500 Penalty: 2975.147217
	Iteration 45Q: 3 clusters Score -554889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -554890.937500 Penalty: 2975.147217
	Iteration 46Q: 3 clusters Score -554890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -554890.937500 Penalty: 2975.147217
	Iteration 47F: 3 clusters Score -554890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -201560.515625 Penalty: 1325.479614
	Iteration 0F: 2 clusters Score -201560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -198528.265625 Penalty: 2650.959229
	Iteration 0F: 3 clusters Score -198528.3 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -199420.546875 Penalty: 2650.959229
	Iteration 1F: 3 clusters Score -199420.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -199731.062500 Penalty: 2650.959229
	Iteration 2F: 3 clusters Score -199731.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -200062.593750 Penalty: 2650.959229
	Iteration 3F: 3 clusters Score -200062.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -200421.015625 Penalty: 2650.959229
	Iteration 4F: 3 clusters Score -200421 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -200805.890625 Penalty: 2650.959229
	Iteration 5F: 3 clusters Score -200805.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -201179.218750 Penalty: 2650.959229
	Iteration 6F: 3 clusters Score -201179.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -201377.453125 Penalty: 2650.959229
	Iteration 7Q: 3 clusters Score -201377.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -201445.578125 Penalty: 2650.959229
	Iteration 8Q: 3 clusters Score -201445.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -201474.406250 Penalty: 2650.959229
	Iteration 9Q: 3 clusters Score -201474.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -201481.718750 Penalty: 2650.959229
	Iteration 10Q: 3 clusters Score -201481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -201484.484375 Penalty: 2650.959229
	Iteration 11Q: 3 clusters Score -201484.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -201487.781250 Penalty: 2650.959229
	Iteration 12Q: 3 clusters Score -201487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -201491.843750 Penalty: 2650.959229
	Iteration 13Q: 3 clusters Score -201491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -201496.484375 Penalty: 2650.959229
	Iteration 14Q: 3 clusters Score -201496.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -201500.500000 Penalty: 2650.959229
	Iteration 15Q: 3 clusters Score -201500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -201502.187500 Penalty: 2650.959229
	Iteration 16Q: 3 clusters Score -201502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -201502.968750 Penalty: 2650.959229
	Iteration 17Q: 3 clusters Score -201503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -201503.703125 Penalty: 2650.959229
	Iteration 18Q: 3 clusters Score -201503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -201503.937500 Penalty: 2650.959229
	Iteration 19Q: 3 clusters Score -201503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -201504.468750 Penalty: 2650.959229
	Iteration 20F: 3 clusters Score -201504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -201505.109375 Penalty: 2650.959229
	Iteration 21Q: 3 clusters Score -201505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -201505.562500 Penalty: 2650.959229
	Iteration 22Q: 3 clusters Score -201505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -201506.125000 Penalty: 2650.959229
	Iteration 23Q: 3 clusters Score -201506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -201506.125000 Penalty: 2650.959229
	Iteration 24F: 3 clusters Score -201506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Entering Unmasked Estep 
Score: -272363.687500 Penalty: 1376.323242
	Iteration 0F: 2 clusters Score -272363.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -268460.281250 Penalty: 2752.646484
	Iteration 0F: 3 clusters Score -268460.3 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -269587.156250 Penalty: 2752.646484
	Iteration 1F: 3 clusters Score -269587.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -269756.437500 Penalty: 2752.646484
	Iteration 2F: 3 clusters Score -269756.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -269869.562500 Penalty: 2752.646484
	Iteration 3Q: 3 clusters Score -269869.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -269960.812500 Penalty: 2752.646484
	Iteration 4Q: 3 clusters Score -269960.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -270033.218750 Penalty: 2752.646484
	Iteration 5Q: 3 clusters Score -270033.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -270103.843750 Penalty: 2752.646484
	Iteration 6Q: 3 clusters Score -270103.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -270162.906250 Penalty: 2752.646484
	Iteration 7Q: 3 clusters Score -270162.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -270216.468750 Penalty: 2752.646484
	Iteration 8Q: 3 clusters Score -270216.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -270272.406250 Penalty: 2752.646484
	Iteration 9Q: 3 clusters Score -270272.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -270325.343750 Penalty: 2752.646484
	Iteration 10Q: 3 clusters Score -270325.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -270397.906250 Penalty: 2752.646484
	Iteration 11Q: 3 clusters Score -270397.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -270471.968750 Penalty: 2752.646484
	Iteration 12Q: 3 clusters Score -270472 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -270553.218750 Penalty: 2752.646484
	Iteration 13Q: 3 clusters Score -270553.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -270634.093750 Penalty: 2752.646484
	Iteration 14Q: 3 clusters Score -270634.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -270712.937500 Penalty: 2752.646484
	Iteration 15Q: 3 clusters Score -270712.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -270807.843750 Penalty: 2752.646484
	Iteration 16Q: 3 clusters Score -270807.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -270876.875000 Penalty: 2752.646484
	Iteration 17Q: 3 clusters Score -270876.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -270935.781250 Penalty: 2752.646484
	Iteration 18Q: 3 clusters Score -270935.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -270977.312500 Penalty: 2752.646484
	Iteration 19Q: 3 clusters Score -270977.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -271011.812500 Penalty: 2752.646484
	Iteration 20F: 3 clusters Score -271011.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -271036.375000 Penalty: 2752.646484
	Iteration 21Q: 3 clusters Score -271036.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -271050.968750 Penalty: 2752.646484
	Iteration 22Q: 3 clusters Score -271051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -271065.187500 Penalty: 2752.646484
	Iteration 23Q: 3 clusters Score -271065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -271073.843750 Penalty: 2752.646484
	Iteration 24Q: 3 clusters Score -271073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -271081.375000 Penalty: 2752.646484
	Iteration 25Q: 3 clusters Score -271081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -271090.218750 Penalty: 2752.646484
	Iteration 26Q: 3 clusters Score -271090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -271099.375000 Penalty: 2752.646484
	Iteration 27Q: 3 clusters Score -271099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -271104.812500 Penalty: 2752.646484
	Iteration 28Q: 3 clusters Score -271104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -271110.500000 Penalty: 2752.646484
	Iteration 29Q: 3 clusters Score -271110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -271114.406250 Penalty: 2752.646484
	Iteration 30Q: 3 clusters Score -271114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -271119.062500 Penalty: 2752.646484
	Iteration 31Q: 3 clusters Score -271119.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -271131.781250 Penalty: 2752.646484
	Iteration 32Q: 3 clusters Score -271131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -271140.406250 Penalty: 2752.646484
	Iteration 33Q: 3 clusters Score -271140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -271148.468750 Penalty: 2752.646484
	Iteration 34Q: 3 clusters Score -271148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -271151.375000 Penalty: 2752.646484
	Iteration 35Q: 3 clusters Score -271151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -271152.906250 Penalty: 2752.646484
	Iteration 36Q: 3 clusters Score -271152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -271153.468750 Penalty: 2752.646484
	Iteration 37Q: 3 clusters Score -271153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -271153.468750 Penalty: 2752.646484
	Iteration 38F: 3 clusters Score -271153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Entering Unmasked Estep 
Score: -682148.500000 Penalty: 1517.715576
	Iteration 0F: 2 clusters Score -682148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -674091.937500 Penalty: 3035.431152
	Iteration 0F: 3 clusters Score -674091.9 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -676927.625000 Penalty: 3035.431152
	Iteration 1F: 3 clusters Score -676927.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -677384.625000 Penalty: 3035.431152
	Iteration 2F: 3 clusters Score -677384.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -677921.937500 Penalty: 3035.431152
	Iteration 3F: 3 clusters Score -677921.9 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -678499.437500 Penalty: 3035.431152
	Iteration 4F: 3 clusters Score -678499.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -679171.750000 Penalty: 3035.431152
	Iteration 5F: 3 clusters Score -679171.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -679749.812500 Penalty: 3035.431152
	Iteration 6F: 3 clusters Score -679749.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -680143.312500 Penalty: 3035.431152
	Iteration 7Q: 3 clusters Score -680143.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -680347.937500 Penalty: 3035.431152
	Iteration 8Q: 3 clusters Score -680347.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -680481.375000 Penalty: 3035.431152
	Iteration 9Q: 3 clusters Score -680481.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -680586.875000 Penalty: 3035.431152
	Iteration 10Q: 3 clusters Score -680586.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -680650.000000 Penalty: 3035.431152
	Iteration 11Q: 3 clusters Score -680650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -680704.125000 Penalty: 3035.431152
	Iteration 12Q: 3 clusters Score -680704.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -680757.812500 Penalty: 3035.431152
	Iteration 13Q: 3 clusters Score -680757.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -680796.500000 Penalty: 3035.431152
	Iteration 14Q: 3 clusters Score -680796.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -680830.500000 Penalty: 3035.431152
	Iteration 15Q: 3 clusters Score -680830.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -680861.062500 Penalty: 3035.431152
	Iteration 16Q: 3 clusters Score -680861.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -680879.125000 Penalty: 3035.431152
	Iteration 17Q: 3 clusters Score -680879.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -680891.687500 Penalty: 3035.431152
	Iteration 18Q: 3 clusters Score -680891.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -680902.875000 Penalty: 3035.431152
	Iteration 19Q: 3 clusters Score -680902.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -680911.062500 Penalty: 3035.431152
	Iteration 20F: 3 clusters Score -680911.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -680921.375000 Penalty: 3035.431152
	Iteration 21Q: 3 clusters Score -680921.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -680923.437500 Penalty: 3035.431152
	Iteration 22Q: 3 clusters Score -680923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -680926.312500 Penalty: 3035.431152
	Iteration 23Q: 3 clusters Score -680926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -680929.875000 Penalty: 3035.431152
	Iteration 24Q: 3 clusters Score -680929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -680929.562500 Penalty: 3035.431152
	Iteration 25Q: 3 clusters Score -680929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -680930.812500 Penalty: 3035.431152
	Iteration 26Q: 3 clusters Score -680930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -680932.062500 Penalty: 3035.431152
	Iteration 27Q: 3 clusters Score -680932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -680931.312500 Penalty: 3035.431152
	Iteration 28Q: 3 clusters Score -680931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -680930.687500 Penalty: 3035.431152
	Iteration 29Q: 3 clusters Score -680930.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -680932.312500 Penalty: 3035.431152
	Iteration 30Q: 3 clusters Score -680932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -680932.437500 Penalty: 3035.431152
	Iteration 31Q: 3 clusters Score -680932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -680932.562500 Penalty: 3035.431152
	Iteration 32Q: 3 clusters Score -680932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -680933.187500 Penalty: 3035.431152
	Iteration 33Q: 3 clusters Score -680933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -680932.437500 Penalty: 3035.431152
	Iteration 34Q: 3 clusters Score -680932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -680932.562500 Penalty: 3035.431152
	Iteration 35Q: 3 clusters Score -680932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -680934.562500 Penalty: 3035.431152
	Iteration 36Q: 3 clusters Score -680934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -680935.312500 Penalty: 3035.431152
	Iteration 37Q: 3 clusters Score -680935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -680937.125000 Penalty: 3035.431152
	Iteration 38Q: 3 clusters Score -680937.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -680938.625000 Penalty: 3035.431152
	Iteration 39Q: 3 clusters Score -680938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -680941.312500 Penalty: 3035.431152
	Iteration 40F: 3 clusters Score -680941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -680943.250000 Penalty: 3035.431152
	Iteration 41Q: 3 clusters Score -680943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -680944.062500 Penalty: 3035.431152
	Iteration 42Q: 3 clusters Score -680944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -680944.125000 Penalty: 3035.431152
	Iteration 43Q: 3 clusters Score -680944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -680944.875000 Penalty: 3035.431152
	Iteration 44Q: 3 clusters Score -680944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -680943.812500 Penalty: 3035.431152
	Iteration 45Q: 3 clusters Score -680943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -680943.437500 Penalty: 3035.431152
	Iteration 46Q: 3 clusters Score -680943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -680945.437500 Penalty: 3035.431152
	Iteration 47Q: 3 clusters Score -680945.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -680944.812500 Penalty: 3035.431152
	Iteration 48Q: 3 clusters Score -680944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -680944.812500 Penalty: 3035.431152
	Iteration 49F: 3 clusters Score -680944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -79398.351562 Penalty: 1175.319214
	Iteration 0F: 2 clusters Score -79398.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77677.023438 Penalty: 2350.638428
	Iteration 0F: 3 clusters Score -77677.02 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77967.812500 Penalty: 2350.638428
	Iteration 1F: 3 clusters Score -77967.81 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -78053.554688 Penalty: 2350.638428
	Iteration 2F: 3 clusters Score -78053.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -78102.078125 Penalty: 2350.638428
	Iteration 3Q: 3 clusters Score -78102.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -78140.710938 Penalty: 2350.638428
	Iteration 4Q: 3 clusters Score -78140.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -78181.507812 Penalty: 2350.638428
	Iteration 5Q: 3 clusters Score -78181.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -78219.937500 Penalty: 2350.638428
	Iteration 6Q: 3 clusters Score -78219.94 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78265.328125 Penalty: 2350.638428
	Iteration 7Q: 3 clusters Score -78265.33 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -78315.179688 Penalty: 2350.638428
	Iteration 8Q: 3 clusters Score -78315.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -78339.648438 Penalty: 2350.638428
	Iteration 9Q: 3 clusters Score -78339.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -78380.179688 Penalty: 2350.638428
	Iteration 10Q: 3 clusters Score -78380.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78441.679688 Penalty: 2350.638428
	Iteration 11Q: 3 clusters Score -78441.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -78486.382812 Penalty: 2350.638428
	Iteration 12Q: 3 clusters Score -78486.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -78517.250000 Penalty: 2350.638428
	Iteration 13Q: 3 clusters Score -78517.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -78547.156250 Penalty: 2350.638428
	Iteration 14Q: 3 clusters Score -78547.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -78581.109375 Penalty: 2350.638428
	Iteration 15Q: 3 clusters Score -78581.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -78634.828125 Penalty: 2350.638428
	Iteration 16Q: 3 clusters Score -78634.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -78672.414062 Penalty: 2350.638428
	Iteration 17Q: 3 clusters Score -78672.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -78696.289062 Penalty: 2350.638428
	Iteration 18Q: 3 clusters Score -78696.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -78728.929688 Penalty: 2350.638428
	Iteration 19Q: 3 clusters Score -78728.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -78758.242188 Penalty: 2350.638428
	Iteration 20F: 3 clusters Score -78758.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78781.445312 Penalty: 2350.638428
	Iteration 21Q: 3 clusters Score -78781.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -78801.828125 Penalty: 2350.638428
	Iteration 22Q: 3 clusters Score -78801.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -78810.046875 Penalty: 2350.638428
	Iteration 23Q: 3 clusters Score -78810.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78816.367188 Penalty: 2350.638428
	Iteration 24Q: 3 clusters Score -78816.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -78822.234375 Penalty: 2350.638428
	Iteration 25Q: 3 clusters Score -78822.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -78827.609375 Penalty: 2350.638428
	Iteration 26Q: 3 clusters Score -78827.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -78830.976562 Penalty: 2350.638428
	Iteration 27Q: 3 clusters Score -78830.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -78834.101562 Penalty: 2350.638428
	Iteration 28Q: 3 clusters Score -78834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78837.445312 Penalty: 2350.638428
	Iteration 29Q: 3 clusters Score -78837.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78838.273438 Penalty: 2350.638428
	Iteration 30Q: 3 clusters Score -78838.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -78838.273438 Penalty: 2350.638428
	Iteration 31F: 3 clusters Score -78838.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -57076.480469 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -57076.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -55616.449219 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -55616.45 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55874.777344 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -55874.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -55940.242188 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -55940.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -55975.070312 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -55975.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -55999.093750 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -55999.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -56017.078125 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -56017.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -56034.851562 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -56034.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -56066.078125 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -56066.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -56139.585938 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -56139.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -56282.753906 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -56282.75 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -56500.597656 Penalty: 2245.669922
	Iteration 10F: 3 clusters Score -56500.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -56622.386719 Penalty: 2245.669922
	Iteration 11F: 3 clusters Score -56622.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56717.324219 Penalty: 2245.669922
	Iteration 12F: 3 clusters Score -56717.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -56787.359375 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -56787.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56843.183594 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -56843.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56892.796875 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -56892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56917.285156 Penalty: 2245.669922
	Iteration 16Q: 3 clusters Score -56917.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56935.062500 Penalty: 2245.669922
	Iteration 17Q: 3 clusters Score -56935.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56951.035156 Penalty: 2245.669922
	Iteration 18Q: 3 clusters Score -56951.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56960.339844 Penalty: 2245.669922
	Iteration 19Q: 3 clusters Score -56960.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56963.312500 Penalty: 2245.669922
	Iteration 20F: 3 clusters Score -56963.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56966.750000 Penalty: 2245.669922
	Iteration 21Q: 3 clusters Score -56966.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56968.164062 Penalty: 2245.669922
	Iteration 22Q: 3 clusters Score -56968.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56969.531250 Penalty: 2245.669922
	Iteration 23Q: 3 clusters Score -56969.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56969.531250 Penalty: 2245.669922
	Iteration 24F: 3 clusters Score -56969.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -582493.062500 Penalty: 1504.655151
	Iteration 0F: 2 clusters Score -582493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -574961.875000 Penalty: 3009.310303
	Iteration 0F: 3 clusters Score -574961.9 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -577952.562500 Penalty: 3009.310303
	Iteration 1F: 3 clusters Score -577952.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -578746.812500 Penalty: 3009.310303
	Iteration 2F: 3 clusters Score -578746.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -579537.250000 Penalty: 3009.310303
	Iteration 3F: 3 clusters Score -579537.2 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -580179.937500 Penalty: 3009.310303
	Iteration 4F: 3 clusters Score -580179.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -580709.750000 Penalty: 3009.310303
	Iteration 5F: 3 clusters Score -580709.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -581065.937500 Penalty: 3009.310303
	Iteration 6Q: 3 clusters Score -581065.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -581273.250000 Penalty: 3009.310303
	Iteration 7Q: 3 clusters Score -581273.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -581437.250000 Penalty: 3009.310303
	Iteration 8Q: 3 clusters Score -581437.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -581548.187500 Penalty: 3009.310303
	Iteration 9Q: 3 clusters Score -581548.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -581613.250000 Penalty: 3009.310303
	Iteration 10Q: 3 clusters Score -581613.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -581657.250000 Penalty: 3009.310303
	Iteration 11Q: 3 clusters Score -581657.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -581699.562500 Penalty: 3009.310303
	Iteration 12Q: 3 clusters Score -581699.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -581735.437500 Penalty: 3009.310303
	Iteration 13Q: 3 clusters Score -581735.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -581769.375000 Penalty: 3009.310303
	Iteration 14Q: 3 clusters Score -581769.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -581791.125000 Penalty: 3009.310303
	Iteration 15Q: 3 clusters Score -581791.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -581803.312500 Penalty: 3009.310303
	Iteration 16Q: 3 clusters Score -581803.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -581815.500000 Penalty: 3009.310303
	Iteration 17Q: 3 clusters Score -581815.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -581829.250000 Penalty: 3009.310303
	Iteration 18Q: 3 clusters Score -581829.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -581838.625000 Penalty: 3009.310303
	Iteration 19Q: 3 clusters Score -581838.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -581845.437500 Penalty: 3009.310303
	Iteration 20F: 3 clusters Score -581845.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -581852.062500 Penalty: 3009.310303
	Iteration 21Q: 3 clusters Score -581852.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -581861.250000 Penalty: 3009.310303
	Iteration 22Q: 3 clusters Score -581861.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -581868.250000 Penalty: 3009.310303
	Iteration 23Q: 3 clusters Score -581868.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -581875.437500 Penalty: 3009.310303
	Iteration 24Q: 3 clusters Score -581875.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -581881.125000 Penalty: 3009.310303
	Iteration 25Q: 3 clusters Score -581881.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -581886.625000 Penalty: 3009.310303
	Iteration 26Q: 3 clusters Score -581886.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -581893.062500 Penalty: 3009.310303
	Iteration 27Q: 3 clusters Score -581893.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -581897.500000 Penalty: 3009.310303
	Iteration 28Q: 3 clusters Score -581897.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -581900.937500 Penalty: 3009.310303
	Iteration 29Q: 3 clusters Score -581900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -581904.312500 Penalty: 3009.310303
	Iteration 30Q: 3 clusters Score -581904.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -581909.875000 Penalty: 3009.310303
	Iteration 31Q: 3 clusters Score -581909.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -581914.375000 Penalty: 3009.310303
	Iteration 32Q: 3 clusters Score -581914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -581918.250000 Penalty: 3009.310303
	Iteration 33Q: 3 clusters Score -581918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -581923.437500 Penalty: 3009.310303
	Iteration 34Q: 3 clusters Score -581923.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -581926.187500 Penalty: 3009.310303
	Iteration 35Q: 3 clusters Score -581926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -581932.000000 Penalty: 3009.310303
	Iteration 36Q: 3 clusters Score -581932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -581934.375000 Penalty: 3009.310303
	Iteration 37Q: 3 clusters Score -581934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -581935.250000 Penalty: 3009.310303
	Iteration 38Q: 3 clusters Score -581935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -581936.062500 Penalty: 3009.310303
	Iteration 39Q: 3 clusters Score -581936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -581938.000000 Penalty: 3009.310303
	Iteration 40F: 3 clusters Score -581938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -581936.687500 Penalty: 3009.310303
	Iteration 41Q: 3 clusters Score -581936.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -581938.062500 Penalty: 3009.310303
	Iteration 42Q: 3 clusters Score -581938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -581938.062500 Penalty: 3009.310303
	Iteration 43Q: 3 clusters Score -581938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -581938.437500 Penalty: 3009.310303
	Iteration 44Q: 3 clusters Score -581938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -581942.250000 Penalty: 3009.310303
	Iteration 45Q: 3 clusters Score -581942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -581942.500000 Penalty: 3009.310303
	Iteration 46Q: 3 clusters Score -581942.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -581942.812500 Penalty: 3009.310303
	Iteration 47Q: 3 clusters Score -581942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -581942.812500 Penalty: 3009.310303
	Iteration 48F: 3 clusters Score -581942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -335176.781250 Penalty: 1406.868286
	Iteration 0F: 2 clusters Score -335176.8 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 2847 members 
Entering Unmasked Estep 
Score: -330813.750000 Penalty: 2813.736572
	Iteration 0F: 3 clusters Score -330813.8 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -332092.687500 Penalty: 2813.736572
	Iteration 1F: 3 clusters Score -332092.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -332279.718750 Penalty: 2813.736572
	Iteration 2F: 3 clusters Score -332279.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -332427.093750 Penalty: 2813.736572
	Iteration 3F: 3 clusters Score -332427.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -332527.812500 Penalty: 2813.736572
	Iteration 4Q: 3 clusters Score -332527.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -332628.906250 Penalty: 2813.736572
	Iteration 5Q: 3 clusters Score -332628.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -332714.062500 Penalty: 2813.736572
	Iteration 6Q: 3 clusters Score -332714.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -332809.843750 Penalty: 2813.736572
	Iteration 7Q: 3 clusters Score -332809.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -332932.000000 Penalty: 2813.736572
	Iteration 8Q: 3 clusters Score -332932 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -333059.500000 Penalty: 2813.736572
	Iteration 9Q: 3 clusters Score -333059.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -333181.000000 Penalty: 2813.736572
	Iteration 10Q: 3 clusters Score -333181 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -333270.843750 Penalty: 2813.736572
	Iteration 11Q: 3 clusters Score -333270.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -333357.531250 Penalty: 2813.736572
	Iteration 12Q: 3 clusters Score -333357.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -333433.875000 Penalty: 2813.736572
	Iteration 13Q: 3 clusters Score -333433.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -333502.375000 Penalty: 2813.736572
	Iteration 14Q: 3 clusters Score -333502.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -333552.625000 Penalty: 2813.736572
	Iteration 15Q: 3 clusters Score -333552.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -333591.812500 Penalty: 2813.736572
	Iteration 16Q: 3 clusters Score -333591.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -333629.843750 Penalty: 2813.736572
	Iteration 17Q: 3 clusters Score -333629.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -333656.875000 Penalty: 2813.736572
	Iteration 18Q: 3 clusters Score -333656.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -333687.250000 Penalty: 2813.736572
	Iteration 19Q: 3 clusters Score -333687.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -333713.000000 Penalty: 2813.736572
	Iteration 20F: 3 clusters Score -333713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -333728.062500 Penalty: 2813.736572
	Iteration 21Q: 3 clusters Score -333728.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -333738.281250 Penalty: 2813.736572
	Iteration 22Q: 3 clusters Score -333738.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -333747.218750 Penalty: 2813.736572
	Iteration 23Q: 3 clusters Score -333747.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -333758.187500 Penalty: 2813.736572
	Iteration 24Q: 3 clusters Score -333758.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -333769.156250 Penalty: 2813.736572
	Iteration 25Q: 3 clusters Score -333769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -333779.562500 Penalty: 2813.736572
	Iteration 26Q: 3 clusters Score -333779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -333792.937500 Penalty: 2813.736572
	Iteration 27Q: 3 clusters Score -333792.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -333803.843750 Penalty: 2813.736572
	Iteration 28Q: 3 clusters Score -333803.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -333814.031250 Penalty: 2813.736572
	Iteration 29Q: 3 clusters Score -333814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -333820.156250 Penalty: 2813.736572
	Iteration 30Q: 3 clusters Score -333820.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -333828.687500 Penalty: 2813.736572
	Iteration 31Q: 3 clusters Score -333828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -333831.562500 Penalty: 2813.736572
	Iteration 32Q: 3 clusters Score -333831.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -333836.687500 Penalty: 2813.736572
	Iteration 33Q: 3 clusters Score -333836.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -333841.375000 Penalty: 2813.736572
	Iteration 34Q: 3 clusters Score -333841.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -333846.656250 Penalty: 2813.736572
	Iteration 35Q: 3 clusters Score -333846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -333849.843750 Penalty: 2813.736572
	Iteration 36Q: 3 clusters Score -333849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -333852.656250 Penalty: 2813.736572
	Iteration 37Q: 3 clusters Score -333852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -333856.093750 Penalty: 2813.736572
	Iteration 38Q: 3 clusters Score -333856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -333859.968750 Penalty: 2813.736572
	Iteration 39Q: 3 clusters Score -333860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -333861.093750 Penalty: 2813.736572
	Iteration 40F: 3 clusters Score -333861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -333862.968750 Penalty: 2813.736572
	Iteration 41Q: 3 clusters Score -333863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -333863.687500 Penalty: 2813.736572
	Iteration 42Q: 3 clusters Score -333863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -333863.750000 Penalty: 2813.736572
	Iteration 43Q: 3 clusters Score -333863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -333863.750000 Penalty: 2813.736572
	Iteration 44F: 3 clusters Score -333863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -190776.890625 Penalty: 1313.591064
	Iteration 0F: 2 clusters Score -190776.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -187926.234375 Penalty: 2627.182129
	Iteration 0F: 3 clusters Score -187926.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -188679.000000 Penalty: 2627.182129
	Iteration 1F: 3 clusters Score -188679 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -188813.109375 Penalty: 2627.182129
	Iteration 2F: 3 clusters Score -188813.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -188915.218750 Penalty: 2627.182129
	Iteration 3F: 3 clusters Score -188915.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -188993.796875 Penalty: 2627.182129
	Iteration 4Q: 3 clusters Score -188993.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -189068.343750 Penalty: 2627.182129
	Iteration 5Q: 3 clusters Score -189068.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -189158.937500 Penalty: 2627.182129
	Iteration 6Q: 3 clusters Score -189158.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -189251.781250 Penalty: 2627.182129
	Iteration 7Q: 3 clusters Score -189251.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -189345.359375 Penalty: 2627.182129
	Iteration 8Q: 3 clusters Score -189345.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -189442.984375 Penalty: 2627.182129
	Iteration 9Q: 3 clusters Score -189443 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -189537.656250 Penalty: 2627.182129
	Iteration 10Q: 3 clusters Score -189537.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -189625.468750 Penalty: 2627.182129
	Iteration 11Q: 3 clusters Score -189625.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -189682.531250 Penalty: 2627.182129
	Iteration 12Q: 3 clusters Score -189682.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -189721.984375 Penalty: 2627.182129
	Iteration 13Q: 3 clusters Score -189722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -189749.968750 Penalty: 2627.182129
	Iteration 14Q: 3 clusters Score -189750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -189766.578125 Penalty: 2627.182129
	Iteration 15Q: 3 clusters Score -189766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -189775.406250 Penalty: 2627.182129
	Iteration 16Q: 3 clusters Score -189775.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -189779.250000 Penalty: 2627.182129
	Iteration 17Q: 3 clusters Score -189779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -189783.375000 Penalty: 2627.182129
	Iteration 18Q: 3 clusters Score -189783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -189784.687500 Penalty: 2627.182129
	Iteration 19Q: 3 clusters Score -189784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -189786.781250 Penalty: 2627.182129
	Iteration 20F: 3 clusters Score -189786.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -189789.750000 Penalty: 2627.182129
	Iteration 21Q: 3 clusters Score -189789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -189795.531250 Penalty: 2627.182129
	Iteration 22Q: 3 clusters Score -189795.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -189798.875000 Penalty: 2627.182129
	Iteration 23Q: 3 clusters Score -189798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -189799.953125 Penalty: 2627.182129
	Iteration 24Q: 3 clusters Score -189800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -189800.265625 Penalty: 2627.182129
	Iteration 25Q: 3 clusters Score -189800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -189801.109375 Penalty: 2627.182129
	Iteration 26Q: 3 clusters Score -189801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -189801.109375 Penalty: 2627.182129
	Iteration 27F: 3 clusters Score -189801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Entering Unmasked Estep 
Score: -472048.125000 Penalty: 1463.378418
	Iteration 0F: 2 clusters Score -472048.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -466117.968750 Penalty: 2926.756836
	Iteration 0F: 3 clusters Score -466118 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -468063.718750 Penalty: 2926.756836
	Iteration 1F: 3 clusters Score -468063.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -468583.781250 Penalty: 2926.756836
	Iteration 2F: 3 clusters Score -468583.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -469255.343750 Penalty: 2926.756836
	Iteration 3F: 3 clusters Score -469255.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -470065.531250 Penalty: 2926.756836
	Iteration 4F: 3 clusters Score -470065.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -470982.031250 Penalty: 2926.756836
	Iteration 5F: 3 clusters Score -470982 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -471692.343750 Penalty: 2926.756836
	Iteration 6F: 3 clusters Score -471692.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -472175.750000 Penalty: 2926.756836
	Iteration 7Q: 3 clusters Score -472175.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -472457.531250 Penalty: 2926.756836
	Iteration 8Q: 3 clusters Score -472457.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -472601.468750 Penalty: 2926.756836
	Iteration 9Q: 3 clusters Score -472601.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -472683.750000 Penalty: 2926.756836
	Iteration 10Q: 3 clusters Score -472683.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -472724.437500 Penalty: 2926.756836
	Iteration 11Q: 3 clusters Score -472724.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -472746.343750 Penalty: 2926.756836
	Iteration 12Q: 3 clusters Score -472746.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -472754.437500 Penalty: 2926.756836
	Iteration 13Q: 3 clusters Score -472754.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -472757.062500 Penalty: 2926.756836
	Iteration 14Q: 3 clusters Score -472757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -472757.437500 Penalty: 2926.756836
	Iteration 15Q: 3 clusters Score -472757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -472759.562500 Penalty: 2926.756836
	Iteration 16Q: 3 clusters Score -472759.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -472762.000000 Penalty: 2926.756836
	Iteration 17Q: 3 clusters Score -472762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -472761.656250 Penalty: 2926.756836
	Iteration 18Q: 3 clusters Score -472761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -472762.031250 Penalty: 2926.756836
	Iteration 19Q: 3 clusters Score -472762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -472763.812500 Penalty: 2926.756836
	Iteration 20F: 3 clusters Score -472763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -472763.312500 Penalty: 2926.756836
	Iteration 21Q: 3 clusters Score -472763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -472763.312500 Penalty: 2926.756836
	Iteration 22F: 3 clusters Score -472763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 2648 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 1214 members 
Mstep: Class 39 contains 6509 members 
Entering Unmasked Estep 
Score: -12693532.000000 Penalty: 78348.453125
Splitting cluster 16 changes total score from -12689205.000000 to -12693532.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -54545.378906 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -54545.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -52964.406250 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -52964.41 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -53314.988281 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -53314.99 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -53469.921875 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -53469.92 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -53594.464844 Penalty: 2315.978271
	Iteration 3F: 3 clusters Score -53594.46 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53662.636719 Penalty: 2315.978271
	Iteration 4F: 3 clusters Score -53662.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53708.738281 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -53708.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -53752.675781 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -53752.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53795.945312 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -53795.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -53825.136719 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -53825.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -53839.886719 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -53839.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -53853.082031 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -53853.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -53869.640625 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -53869.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -53882.972656 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -53882.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -53888.753906 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -53888.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -53891.757812 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -53891.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -53892.812500 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -53892.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -53896.183594 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -53896.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -53902.132812 Penalty: 2315.978271
	Iteration 17Q: 3 clusters Score -53902.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -53906.640625 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -53906.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -53914.000000 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -53914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -53914.484375 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -53914.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53915.679688 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -53915.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -53917.632812 Penalty: 2315.978271
	Iteration 22Q: 3 clusters Score -53917.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -53918.390625 Penalty: 2315.978271
	Iteration 23Q: 3 clusters Score -53918.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -53919.085938 Penalty: 2315.978271
	Iteration 24Q: 3 clusters Score -53919.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -53919.417969 Penalty: 2315.978271
	Iteration 25Q: 3 clusters Score -53919.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -53919.847656 Penalty: 2315.978271
	Iteration 26Q: 3 clusters Score -53919.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -53919.847656 Penalty: 2315.978271
	Iteration 27F: 3 clusters Score -53919.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -336915.437500 Penalty: 1406.529053
	Iteration 0F: 2 clusters Score -336915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -332494.187500 Penalty: 2813.058105
	Iteration 0F: 3 clusters Score -332494.2 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -333788.937500 Penalty: 2813.058105
	Iteration 1F: 3 clusters Score -333788.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -334027.156250 Penalty: 2813.058105
	Iteration 2F: 3 clusters Score -334027.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -334253.093750 Penalty: 2813.058105
	Iteration 3F: 3 clusters Score -334253.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -334453.343750 Penalty: 2813.058105
	Iteration 4F: 3 clusters Score -334453.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -334624.625000 Penalty: 2813.058105
	Iteration 5F: 3 clusters Score -334624.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -334768.156250 Penalty: 2813.058105
	Iteration 6Q: 3 clusters Score -334768.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -334874.562500 Penalty: 2813.058105
	Iteration 7Q: 3 clusters Score -334874.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -334961.218750 Penalty: 2813.058105
	Iteration 8Q: 3 clusters Score -334961.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -335039.968750 Penalty: 2813.058105
	Iteration 9Q: 3 clusters Score -335040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -335106.187500 Penalty: 2813.058105
	Iteration 10Q: 3 clusters Score -335106.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -335160.187500 Penalty: 2813.058105
	Iteration 11Q: 3 clusters Score -335160.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -335216.687500 Penalty: 2813.058105
	Iteration 12Q: 3 clusters Score -335216.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -335276.281250 Penalty: 2813.058105
	Iteration 13Q: 3 clusters Score -335276.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -335325.218750 Penalty: 2813.058105
	Iteration 14Q: 3 clusters Score -335325.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -335365.687500 Penalty: 2813.058105
	Iteration 15Q: 3 clusters Score -335365.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -335407.843750 Penalty: 2813.058105
	Iteration 16Q: 3 clusters Score -335407.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -335453.500000 Penalty: 2813.058105
	Iteration 17Q: 3 clusters Score -335453.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -335496.781250 Penalty: 2813.058105
	Iteration 18Q: 3 clusters Score -335496.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -335539.593750 Penalty: 2813.058105
	Iteration 19Q: 3 clusters Score -335539.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -335576.250000 Penalty: 2813.058105
	Iteration 20F: 3 clusters Score -335576.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -335600.125000 Penalty: 2813.058105
	Iteration 21Q: 3 clusters Score -335600.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -335620.562500 Penalty: 2813.058105
	Iteration 22Q: 3 clusters Score -335620.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -335638.687500 Penalty: 2813.058105
	Iteration 23Q: 3 clusters Score -335638.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -335652.062500 Penalty: 2813.058105
	Iteration 24Q: 3 clusters Score -335652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -335663.687500 Penalty: 2813.058105
	Iteration 25Q: 3 clusters Score -335663.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -335674.093750 Penalty: 2813.058105
	Iteration 26Q: 3 clusters Score -335674.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -335680.750000 Penalty: 2813.058105
	Iteration 27Q: 3 clusters Score -335680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -335690.937500 Penalty: 2813.058105
	Iteration 28Q: 3 clusters Score -335690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -335697.593750 Penalty: 2813.058105
	Iteration 29Q: 3 clusters Score -335697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -335702.218750 Penalty: 2813.058105
	Iteration 30Q: 3 clusters Score -335702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -335701.875000 Penalty: 2813.058105
	Iteration 31Q: 3 clusters Score -335701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -335702.312500 Penalty: 2813.058105
	Iteration 32Q: 3 clusters Score -335702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -335702.750000 Penalty: 2813.058105
	Iteration 33Q: 3 clusters Score -335702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -335703.093750 Penalty: 2813.058105
	Iteration 34Q: 3 clusters Score -335703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -335703.093750 Penalty: 2813.058105
	Iteration 35F: 3 clusters Score -335703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -22188.496094 Penalty: 992.391174
	Iteration 0F: 2 clusters Score -22188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21159.216797 Penalty: 1984.782349
	Iteration 0F: 3 clusters Score -21159.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21267.919922 Penalty: 1984.782349
	Iteration 1F: 3 clusters Score -21267.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21317.257812 Penalty: 1984.782349
	Iteration 2F: 3 clusters Score -21317.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21340.626953 Penalty: 1984.782349
	Iteration 3Q: 3 clusters Score -21340.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21351.294922 Penalty: 1984.782349
	Iteration 4Q: 3 clusters Score -21351.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21365.521484 Penalty: 1984.782349
	Iteration 5Q: 3 clusters Score -21365.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21387.345703 Penalty: 1984.782349
	Iteration 6Q: 3 clusters Score -21387.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21389.535156 Penalty: 1984.782349
	Iteration 7Q: 3 clusters Score -21389.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21392.687500 Penalty: 1984.782349
	Iteration 8Q: 3 clusters Score -21392.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21392.687500 Penalty: 1984.782349
	Iteration 9F: 3 clusters Score -21392.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -395481.906250 Penalty: 1434.487427
	Iteration 0F: 2 clusters Score -395481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -390349.968750 Penalty: 2868.974854
	Iteration 0F: 3 clusters Score -390350 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -391895.343750 Penalty: 2868.974854
	Iteration 1F: 3 clusters Score -391895.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -392128.750000 Penalty: 2868.974854
	Iteration 2F: 3 clusters Score -392128.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -392389.343750 Penalty: 2868.974854
	Iteration 3F: 3 clusters Score -392389.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -392693.500000 Penalty: 2868.974854
	Iteration 4F: 3 clusters Score -392693.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -393049.750000 Penalty: 2868.974854
	Iteration 5F: 3 clusters Score -393049.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -393412.531250 Penalty: 2868.974854
	Iteration 6F: 3 clusters Score -393412.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -393730.687500 Penalty: 2868.974854
	Iteration 7F: 3 clusters Score -393730.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -393934.750000 Penalty: 2868.974854
	Iteration 8Q: 3 clusters Score -393934.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -394051.562500 Penalty: 2868.974854
	Iteration 9Q: 3 clusters Score -394051.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -394118.281250 Penalty: 2868.974854
	Iteration 10Q: 3 clusters Score -394118.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -394155.937500 Penalty: 2868.974854
	Iteration 11Q: 3 clusters Score -394155.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -394178.156250 Penalty: 2868.974854
	Iteration 12Q: 3 clusters Score -394178.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -394193.312500 Penalty: 2868.974854
	Iteration 13Q: 3 clusters Score -394193.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -394206.468750 Penalty: 2868.974854
	Iteration 14Q: 3 clusters Score -394206.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -394220.562500 Penalty: 2868.974854
	Iteration 15Q: 3 clusters Score -394220.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -394227.750000 Penalty: 2868.974854
	Iteration 16Q: 3 clusters Score -394227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -394232.906250 Penalty: 2868.974854
	Iteration 17Q: 3 clusters Score -394232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -394238.000000 Penalty: 2868.974854
	Iteration 18Q: 3 clusters Score -394238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -394243.406250 Penalty: 2868.974854
	Iteration 19Q: 3 clusters Score -394243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -394247.500000 Penalty: 2868.974854
	Iteration 20F: 3 clusters Score -394247.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -394248.906250 Penalty: 2868.974854
	Iteration 21Q: 3 clusters Score -394248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -394248.875000 Penalty: 2868.974854
	Iteration 22Q: 3 clusters Score -394248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -394248.875000 Penalty: 2868.974854
	Iteration 23F: 3 clusters Score -394248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -69654.382812 Penalty: 1155.885620
	Iteration 0F: 2 clusters Score -69654.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -68071.460938 Penalty: 2311.771240
	Iteration 0F: 3 clusters Score -68071.46 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68372.507812 Penalty: 2311.771240
	Iteration 1F: 3 clusters Score -68372.51 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68477.367188 Penalty: 2311.771240
	Iteration 2F: 3 clusters Score -68477.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68561.437500 Penalty: 2311.771240
	Iteration 3Q: 3 clusters Score -68561.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68620.828125 Penalty: 2311.771240
	Iteration 4Q: 3 clusters Score -68620.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68659.640625 Penalty: 2311.771240
	Iteration 5Q: 3 clusters Score -68659.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68687.718750 Penalty: 2311.771240
	Iteration 6Q: 3 clusters Score -68687.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68719.460938 Penalty: 2311.771240
	Iteration 7Q: 3 clusters Score -68719.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68747.070312 Penalty: 2311.771240
	Iteration 8Q: 3 clusters Score -68747.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68761.617188 Penalty: 2311.771240
	Iteration 9Q: 3 clusters Score -68761.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68776.992188 Penalty: 2311.771240
	Iteration 10Q: 3 clusters Score -68776.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68796.812500 Penalty: 2311.771240
	Iteration 11Q: 3 clusters Score -68796.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68828.796875 Penalty: 2311.771240
	Iteration 12Q: 3 clusters Score -68828.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68853.585938 Penalty: 2311.771240
	Iteration 13Q: 3 clusters Score -68853.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68876.093750 Penalty: 2311.771240
	Iteration 14Q: 3 clusters Score -68876.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68896.632812 Penalty: 2311.771240
	Iteration 15Q: 3 clusters Score -68896.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68922.703125 Penalty: 2311.771240
	Iteration 16Q: 3 clusters Score -68922.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68957.320312 Penalty: 2311.771240
	Iteration 17Q: 3 clusters Score -68957.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68979.703125 Penalty: 2311.771240
	Iteration 18Q: 3 clusters Score -68979.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68992.359375 Penalty: 2311.771240
	Iteration 19Q: 3 clusters Score -68992.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69006.757812 Penalty: 2311.771240
	Iteration 20F: 3 clusters Score -69006.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69014.640625 Penalty: 2311.771240
	Iteration 21Q: 3 clusters Score -69014.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69018.203125 Penalty: 2311.771240
	Iteration 22Q: 3 clusters Score -69018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69020.398438 Penalty: 2311.771240
	Iteration 23Q: 3 clusters Score -69020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69021.085938 Penalty: 2311.771240
	Iteration 24Q: 3 clusters Score -69021.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69021.976562 Penalty: 2311.771240
	Iteration 25Q: 3 clusters Score -69021.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69021.976562 Penalty: 2311.771240
	Iteration 26F: 3 clusters Score -69021.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -28514.080078 Penalty: 1047.429443
	Iteration 0F: 2 clusters Score -28514.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -27344.533203 Penalty: 2094.858887
	Iteration 0F: 3 clusters Score -27344.53 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27530.158203 Penalty: 2094.858887
	Iteration 1F: 3 clusters Score -27530.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27575.925781 Penalty: 2094.858887
	Iteration 2F: 3 clusters Score -27575.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27601.089844 Penalty: 2094.858887
	Iteration 3Q: 3 clusters Score -27601.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27629.001953 Penalty: 2094.858887
	Iteration 4Q: 3 clusters Score -27629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27642.708984 Penalty: 2094.858887
	Iteration 5Q: 3 clusters Score -27642.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27662.490234 Penalty: 2094.858887
	Iteration 6Q: 3 clusters Score -27662.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27673.123047 Penalty: 2094.858887
	Iteration 7Q: 3 clusters Score -27673.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27680.253906 Penalty: 2094.858887
	Iteration 8Q: 3 clusters Score -27680.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27683.451172 Penalty: 2094.858887
	Iteration 9Q: 3 clusters Score -27683.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27688.306641 Penalty: 2094.858887
	Iteration 10Q: 3 clusters Score -27688.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27689.439453 Penalty: 2094.858887
	Iteration 11Q: 3 clusters Score -27689.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27691.996094 Penalty: 2094.858887
	Iteration 12Q: 3 clusters Score -27692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -27695.783203 Penalty: 2094.858887
	Iteration 13Q: 3 clusters Score -27695.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27698.496094 Penalty: 2094.858887
	Iteration 14Q: 3 clusters Score -27698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27698.496094 Penalty: 2094.858887
	Iteration 15F: 3 clusters Score -27698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1046740.625000 Penalty: 1594.730713
	Iteration 0F: 2 clusters Score -1046741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1034222.250000 Penalty: 3189.461426
	Iteration 0F: 3 clusters Score -1034222 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1039108.000000 Penalty: 3189.461426
	Iteration 1F: 3 clusters Score -1039108 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1039846.125000 Penalty: 3189.461426
	Iteration 2F: 3 clusters Score -1039846 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1040725.562500 Penalty: 3189.461426
	Iteration 3F: 3 clusters Score -1040726 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1041649.937500 Penalty: 3189.461426
	Iteration 4F: 3 clusters Score -1041650 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1042438.500000 Penalty: 3189.461426
	Iteration 5F: 3 clusters Score -1042438 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1043044.125000 Penalty: 3189.461426
	Iteration 6F: 3 clusters Score -1043044 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1043447.375000 Penalty: 3189.461426
	Iteration 7Q: 3 clusters Score -1043447 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1043751.000000 Penalty: 3189.461426
	Iteration 8Q: 3 clusters Score -1043751 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1043995.937500 Penalty: 3189.461426
	Iteration 9Q: 3 clusters Score -1043996 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1044247.687500 Penalty: 3189.461426
	Iteration 10Q: 3 clusters Score -1044248 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1044566.687500 Penalty: 3189.461426
	Iteration 11Q: 3 clusters Score -1044567 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1044834.062500 Penalty: 3189.461426
	Iteration 12Q: 3 clusters Score -1044834 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1044990.625000 Penalty: 3189.461426
	Iteration 13Q: 3 clusters Score -1044991 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1045101.937500 Penalty: 3189.461426
	Iteration 14Q: 3 clusters Score -1045102 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1045185.000000 Penalty: 3189.461426
	Iteration 15Q: 3 clusters Score -1045185 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1045239.125000 Penalty: 3189.461426
	Iteration 16Q: 3 clusters Score -1045239 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1045273.250000 Penalty: 3189.461426
	Iteration 17Q: 3 clusters Score -1045273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1045289.562500 Penalty: 3189.461426
	Iteration 18Q: 3 clusters Score -1045290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1045302.312500 Penalty: 3189.461426
	Iteration 19Q: 3 clusters Score -1045302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1045312.187500 Penalty: 3189.461426
	Iteration 20F: 3 clusters Score -1045312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1045319.750000 Penalty: 3189.461426
	Iteration 21Q: 3 clusters Score -1045320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1045326.500000 Penalty: 3189.461426
	Iteration 22Q: 3 clusters Score -1045326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1045326.750000 Penalty: 3189.461426
	Iteration 23Q: 3 clusters Score -1045327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1045330.562500 Penalty: 3189.461426
	Iteration 24Q: 3 clusters Score -1045331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1045333.875000 Penalty: 3189.461426
	Iteration 25Q: 3 clusters Score -1045334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1045337.687500 Penalty: 3189.461426
	Iteration 26Q: 3 clusters Score -1045338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1045334.687500 Penalty: 3189.461426
	Iteration 27Q: 3 clusters Score -1045335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1045337.125000 Penalty: 3189.461426
	Iteration 28Q: 3 clusters Score -1045337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1045340.625000 Penalty: 3189.461426
	Iteration 29Q: 3 clusters Score -1045341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1045343.312500 Penalty: 3189.461426
	Iteration 30Q: 3 clusters Score -1045343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1045343.250000 Penalty: 3189.461426
	Iteration 31Q: 3 clusters Score -1045343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1045343.750000 Penalty: 3189.461426
	Iteration 32Q: 3 clusters Score -1045344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1045341.937500 Penalty: 3189.461426
	Iteration 33Q: 3 clusters Score -1045342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1045347.750000 Penalty: 3189.461426
	Iteration 34Q: 3 clusters Score -1045348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1045345.937500 Penalty: 3189.461426
	Iteration 35Q: 3 clusters Score -1045346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1045349.000000 Penalty: 3189.461426
	Iteration 36Q: 3 clusters Score -1045349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1045349.812500 Penalty: 3189.461426
	Iteration 37Q: 3 clusters Score -1045350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1045351.125000 Penalty: 3189.461426
	Iteration 38Q: 3 clusters Score -1045351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1045356.125000 Penalty: 3189.461426
	Iteration 39Q: 3 clusters Score -1045356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1045355.500000 Penalty: 3189.461426
	Iteration 40F: 3 clusters Score -1045356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1045356.000000 Penalty: 3189.461426
	Iteration 41Q: 3 clusters Score -1045356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1045356.375000 Penalty: 3189.461426
	Iteration 42Q: 3 clusters Score -1045356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1045357.312500 Penalty: 3189.461426
	Iteration 43Q: 3 clusters Score -1045357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1045356.187500 Penalty: 3189.461426
	Iteration 44Q: 3 clusters Score -1045356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1045356.312500 Penalty: 3189.461426
	Iteration 45Q: 3 clusters Score -1045356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1045354.437500 Penalty: 3189.461426
	Iteration 46Q: 3 clusters Score -1045354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1045353.375000 Penalty: 3189.461426
	Iteration 47Q: 3 clusters Score -1045353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1045354.125000 Penalty: 3189.461426
	Iteration 48Q: 3 clusters Score -1045354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1045354.875000 Penalty: 3189.461426
	Iteration 49Q: 3 clusters Score -1045355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1045354.375000 Penalty: 3189.461426
	Iteration 50Q: 3 clusters Score -1045354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1045354.375000 Penalty: 3189.461426
	Iteration 51F: 3 clusters Score -1045354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Entering Unmasked Estep 
Score: -660163.000000 Penalty: 1517.343994
	Iteration 0F: 2 clusters Score -660163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -652126.812500 Penalty: 3034.687988
	Iteration 0F: 3 clusters Score -652126.8 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -654788.250000 Penalty: 3034.687988
	Iteration 1F: 3 clusters Score -654788.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -655090.937500 Penalty: 3034.687988
	Iteration 2F: 3 clusters Score -655090.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -655378.250000 Penalty: 3034.687988
	Iteration 3F: 3 clusters Score -655378.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -655695.125000 Penalty: 3034.687988
	Iteration 4F: 3 clusters Score -655695.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -656129.500000 Penalty: 3034.687988
	Iteration 5F: 3 clusters Score -656129.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -656681.250000 Penalty: 3034.687988
	Iteration 6F: 3 clusters Score -656681.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -657286.750000 Penalty: 3034.687988
	Iteration 7F: 3 clusters Score -657286.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -657880.062500 Penalty: 3034.687988
	Iteration 8F: 3 clusters Score -657880.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -658348.750000 Penalty: 3034.687988
	Iteration 9Q: 3 clusters Score -658348.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -658686.062500 Penalty: 3034.687988
	Iteration 10Q: 3 clusters Score -658686.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -658862.187500 Penalty: 3034.687988
	Iteration 11Q: 3 clusters Score -658862.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -658956.250000 Penalty: 3034.687988
	Iteration 12Q: 3 clusters Score -658956.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -659005.562500 Penalty: 3034.687988
	Iteration 13Q: 3 clusters Score -659005.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -659040.812500 Penalty: 3034.687988
	Iteration 14Q: 3 clusters Score -659040.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -659058.500000 Penalty: 3034.687988
	Iteration 15Q: 3 clusters Score -659058.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -659067.687500 Penalty: 3034.687988
	Iteration 16Q: 3 clusters Score -659067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -659076.250000 Penalty: 3034.687988
	Iteration 17Q: 3 clusters Score -659076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -659083.375000 Penalty: 3034.687988
	Iteration 18Q: 3 clusters Score -659083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -659090.375000 Penalty: 3034.687988
	Iteration 19Q: 3 clusters Score -659090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -659092.875000 Penalty: 3034.687988
	Iteration 20F: 3 clusters Score -659092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -659096.562500 Penalty: 3034.687988
	Iteration 21Q: 3 clusters Score -659096.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -659097.500000 Penalty: 3034.687988
	Iteration 22Q: 3 clusters Score -659097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -659097.500000 Penalty: 3034.687988
	Iteration 23F: 3 clusters Score -659097.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -735659.937500 Penalty: 1528.526733
	Iteration 0F: 2 clusters Score -735659.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -727130.875000 Penalty: 3057.053467
	Iteration 0F: 3 clusters Score -727130.9 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -730021.937500 Penalty: 3057.053467
	Iteration 1F: 3 clusters Score -730021.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -730324.375000 Penalty: 3057.053467
	Iteration 2F: 3 clusters Score -730324.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -730583.000000 Penalty: 3057.053467
	Iteration 3F: 3 clusters Score -730583 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -730828.812500 Penalty: 3057.053467
	Iteration 4Q: 3 clusters Score -730828.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -731099.500000 Penalty: 3057.053467
	Iteration 5Q: 3 clusters Score -731099.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -731470.687500 Penalty: 3057.053467
	Iteration 6Q: 3 clusters Score -731470.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -731930.125000 Penalty: 3057.053467
	Iteration 7F: 3 clusters Score -731930.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -732469.750000 Penalty: 3057.053467
	Iteration 8F: 3 clusters Score -732469.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -732911.625000 Penalty: 3057.053467
	Iteration 9F: 3 clusters Score -732911.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -733240.437500 Penalty: 3057.053467
	Iteration 10Q: 3 clusters Score -733240.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -733477.312500 Penalty: 3057.053467
	Iteration 11Q: 3 clusters Score -733477.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -733672.250000 Penalty: 3057.053467
	Iteration 12Q: 3 clusters Score -733672.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -733827.562500 Penalty: 3057.053467
	Iteration 13Q: 3 clusters Score -733827.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -733931.437500 Penalty: 3057.053467
	Iteration 14Q: 3 clusters Score -733931.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -734020.500000 Penalty: 3057.053467
	Iteration 15Q: 3 clusters Score -734020.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -734099.500000 Penalty: 3057.053467
	Iteration 16Q: 3 clusters Score -734099.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -734151.875000 Penalty: 3057.053467
	Iteration 17Q: 3 clusters Score -734151.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -734192.562500 Penalty: 3057.053467
	Iteration 18Q: 3 clusters Score -734192.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -734217.062500 Penalty: 3057.053467
	Iteration 19Q: 3 clusters Score -734217.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -734239.937500 Penalty: 3057.053467
	Iteration 20F: 3 clusters Score -734239.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -734260.250000 Penalty: 3057.053467
	Iteration 21Q: 3 clusters Score -734260.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -734276.375000 Penalty: 3057.053467
	Iteration 22Q: 3 clusters Score -734276.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -734289.125000 Penalty: 3057.053467
	Iteration 23Q: 3 clusters Score -734289.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -734305.562500 Penalty: 3057.053467
	Iteration 24Q: 3 clusters Score -734305.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -734313.812500 Penalty: 3057.053467
	Iteration 25Q: 3 clusters Score -734313.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -734318.500000 Penalty: 3057.053467
	Iteration 26Q: 3 clusters Score -734318.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -734323.812500 Penalty: 3057.053467
	Iteration 27Q: 3 clusters Score -734323.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -734329.625000 Penalty: 3057.053467
	Iteration 28Q: 3 clusters Score -734329.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -734333.125000 Penalty: 3057.053467
	Iteration 29Q: 3 clusters Score -734333.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -734337.875000 Penalty: 3057.053467
	Iteration 30Q: 3 clusters Score -734337.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -734341.250000 Penalty: 3057.053467
	Iteration 31Q: 3 clusters Score -734341.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -734345.375000 Penalty: 3057.053467
	Iteration 32Q: 3 clusters Score -734345.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -734345.625000 Penalty: 3057.053467
	Iteration 33Q: 3 clusters Score -734345.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -734352.000000 Penalty: 3057.053467
	Iteration 34Q: 3 clusters Score -734352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -734356.375000 Penalty: 3057.053467
	Iteration 35Q: 3 clusters Score -734356.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -734361.187500 Penalty: 3057.053467
	Iteration 36Q: 3 clusters Score -734361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -734361.562500 Penalty: 3057.053467
	Iteration 37Q: 3 clusters Score -734361.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -734361.062500 Penalty: 3057.053467
	Iteration 38Q: 3 clusters Score -734361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -734369.187500 Penalty: 3057.053467
	Iteration 39Q: 3 clusters Score -734369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -734371.437500 Penalty: 3057.053467
	Iteration 40F: 3 clusters Score -734371.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -734374.750000 Penalty: 3057.053467
	Iteration 41Q: 3 clusters Score -734374.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -734376.812500 Penalty: 3057.053467
	Iteration 42Q: 3 clusters Score -734376.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -734377.625000 Penalty: 3057.053467
	Iteration 43Q: 3 clusters Score -734377.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -734382.125000 Penalty: 3057.053467
	Iteration 44Q: 3 clusters Score -734382.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -734386.125000 Penalty: 3057.053467
	Iteration 45Q: 3 clusters Score -734386.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -734386.437500 Penalty: 3057.053467
	Iteration 46Q: 3 clusters Score -734386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -734386.625000 Penalty: 3057.053467
	Iteration 47Q: 3 clusters Score -734386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -734387.000000 Penalty: 3057.053467
	Iteration 48Q: 3 clusters Score -734387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -734386.937500 Penalty: 3057.053467
	Iteration 49Q: 3 clusters Score -734386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -734388.062500 Penalty: 3057.053467
	Iteration 50Q: 3 clusters Score -734388.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -734387.625000 Penalty: 3057.053467
	Iteration 51Q: 3 clusters Score -734387.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -734389.125000 Penalty: 3057.053467
	Iteration 52Q: 3 clusters Score -734389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -734388.500000 Penalty: 3057.053467
	Iteration 53Q: 3 clusters Score -734388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -734388.062500 Penalty: 3057.053467
	Iteration 54Q: 3 clusters Score -734388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -734390.187500 Penalty: 3057.053467
	Iteration 55Q: 3 clusters Score -734390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -734388.687500 Penalty: 3057.053467
	Iteration 56Q: 3 clusters Score -734388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -734388.687500 Penalty: 3057.053467
	Iteration 57F: 3 clusters Score -734388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -61072.785156 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -61072.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -59570.472656 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -59570.47 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -59884.765625 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -59884.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59978.093750 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -59978.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60047.949219 Penalty: 2281.271484
	Iteration 3Q: 3 clusters Score -60047.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -60124.011719 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -60124.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60201.117188 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -60201.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -60277.730469 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -60277.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -60330.988281 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -60330.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -60358.390625 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -60358.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -60377.824219 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -60377.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -60399.722656 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -60399.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -60411.097656 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -60411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -60421.496094 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -60421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -60427.855469 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -60427.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -60439.628906 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -60439.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -60453.554688 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -60453.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -60468.800781 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -60468.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -60486.042969 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -60486.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -60516.562500 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -60516.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -60541.816406 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -60541.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60572.449219 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -60572.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -60597.371094 Penalty: 2281.271484
	Iteration 21Q: 3 clusters Score -60597.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -60635.300781 Penalty: 2281.271484
	Iteration 22Q: 3 clusters Score -60635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60694.703125 Penalty: 2281.271484
	Iteration 23Q: 3 clusters Score -60694.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60762.414062 Penalty: 2281.271484
	Iteration 24Q: 3 clusters Score -60762.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -60786.265625 Penalty: 2281.271484
	Iteration 25Q: 3 clusters Score -60786.27 nChanged 6
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: -60801.226562 Penalty: 2281.271484
	Iteration 26Q: 3 clusters Score -60801.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60809.824219 Penalty: 2281.271484
	Iteration 27Q: 3 clusters Score -60809.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -60817.531250 Penalty: 2281.271484
	Iteration 28Q: 3 clusters Score -60817.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -60826.449219 Penalty: 2281.271484
	Iteration 29Q: 3 clusters Score -60826.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -60836.375000 Penalty: 2281.271484
	Iteration 30Q: 3 clusters Score -60836.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60839.089844 Penalty: 2281.271484
	Iteration 31Q: 3 clusters Score -60839.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60839.371094 Penalty: 2281.271484
	Iteration 32Q: 3 clusters Score -60839.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60839.371094 Penalty: 2281.271484
	Iteration 33F: 3 clusters Score -60839.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -149296.281250 Penalty: 1266.926270
	Iteration 0F: 2 clusters Score -149296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -146962.921875 Penalty: 2533.852539
	Iteration 0F: 3 clusters Score -146962.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -147488.890625 Penalty: 2533.852539
	Iteration 1F: 3 clusters Score -147488.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -147596.187500 Penalty: 2533.852539
	Iteration 2F: 3 clusters Score -147596.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -147647.578125 Penalty: 2533.852539
	Iteration 3Q: 3 clusters Score -147647.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -147682.875000 Penalty: 2533.852539
	Iteration 4Q: 3 clusters Score -147682.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -147708.390625 Penalty: 2533.852539
	Iteration 5Q: 3 clusters Score -147708.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -147735.562500 Penalty: 2533.852539
	Iteration 6Q: 3 clusters Score -147735.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -147766.859375 Penalty: 2533.852539
	Iteration 7Q: 3 clusters Score -147766.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -147787.375000 Penalty: 2533.852539
	Iteration 8Q: 3 clusters Score -147787.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -147797.156250 Penalty: 2533.852539
	Iteration 9Q: 3 clusters Score -147797.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -147808.718750 Penalty: 2533.852539
	Iteration 10Q: 3 clusters Score -147808.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -147815.906250 Penalty: 2533.852539
	Iteration 11Q: 3 clusters Score -147815.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -147822.890625 Penalty: 2533.852539
	Iteration 12Q: 3 clusters Score -147822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -147829.843750 Penalty: 2533.852539
	Iteration 13Q: 3 clusters Score -147829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -147836.078125 Penalty: 2533.852539
	Iteration 14Q: 3 clusters Score -147836.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -147842.031250 Penalty: 2533.852539
	Iteration 15Q: 3 clusters Score -147842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -147845.187500 Penalty: 2533.852539
	Iteration 16Q: 3 clusters Score -147845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -147849.000000 Penalty: 2533.852539
	Iteration 17Q: 3 clusters Score -147849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -147853.203125 Penalty: 2533.852539
	Iteration 18Q: 3 clusters Score -147853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -147858.078125 Penalty: 2533.852539
	Iteration 19Q: 3 clusters Score -147858.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -147862.359375 Penalty: 2533.852539
	Iteration 20F: 3 clusters Score -147862.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -147865.187500 Penalty: 2533.852539
	Iteration 21Q: 3 clusters Score -147865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147867.437500 Penalty: 2533.852539
	Iteration 22Q: 3 clusters Score -147867.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -147870.187500 Penalty: 2533.852539
	Iteration 23Q: 3 clusters Score -147870.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -147875.140625 Penalty: 2533.852539
	Iteration 24Q: 3 clusters Score -147875.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -147880.671875 Penalty: 2533.852539
	Iteration 25Q: 3 clusters Score -147880.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -147887.484375 Penalty: 2533.852539
	Iteration 26Q: 3 clusters Score -147887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -147894.093750 Penalty: 2533.852539
	Iteration 27Q: 3 clusters Score -147894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -147899.859375 Penalty: 2533.852539
	Iteration 28Q: 3 clusters Score -147899.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -147904.687500 Penalty: 2533.852539
	Iteration 29Q: 3 clusters Score -147904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -147907.906250 Penalty: 2533.852539
	Iteration 30Q: 3 clusters Score -147907.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -147913.937500 Penalty: 2533.852539
	Iteration 31Q: 3 clusters Score -147913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -147919.046875 Penalty: 2533.852539
	Iteration 32Q: 3 clusters Score -147919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -147927.109375 Penalty: 2533.852539
	Iteration 33Q: 3 clusters Score -147927.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -147937.125000 Penalty: 2533.852539
	Iteration 34Q: 3 clusters Score -147937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -147948.593750 Penalty: 2533.852539
	Iteration 35Q: 3 clusters Score -147948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -147966.187500 Penalty: 2533.852539
	Iteration 36Q: 3 clusters Score -147966.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -147982.453125 Penalty: 2533.852539
	Iteration 37Q: 3 clusters Score -147982.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -147997.953125 Penalty: 2533.852539
	Iteration 38Q: 3 clusters Score -147998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -148012.546875 Penalty: 2533.852539
	Iteration 39Q: 3 clusters Score -148012.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -148025.750000 Penalty: 2533.852539
	Iteration 40F: 3 clusters Score -148025.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -148043.687500 Penalty: 2533.852539
	Iteration 41Q: 3 clusters Score -148043.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -148062.671875 Penalty: 2533.852539
	Iteration 42Q: 3 clusters Score -148062.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -148081.640625 Penalty: 2533.852539
	Iteration 43Q: 3 clusters Score -148081.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -148102.156250 Penalty: 2533.852539
	Iteration 44Q: 3 clusters Score -148102.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -148123.312500 Penalty: 2533.852539
	Iteration 45Q: 3 clusters Score -148123.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -148133.890625 Penalty: 2533.852539
	Iteration 46Q: 3 clusters Score -148133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -148144.062500 Penalty: 2533.852539
	Iteration 47Q: 3 clusters Score -148144.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -148158.453125 Penalty: 2533.852539
	Iteration 48Q: 3 clusters Score -148158.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -148172.312500 Penalty: 2533.852539
	Iteration 49Q: 3 clusters Score -148172.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -148188.343750 Penalty: 2533.852539
	Iteration 50Q: 3 clusters Score -148188.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -148211.015625 Penalty: 2533.852539
	Iteration 51Q: 3 clusters Score -148211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -148236.203125 Penalty: 2533.852539
	Iteration 52Q: 3 clusters Score -148236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -148259.796875 Penalty: 2533.852539
	Iteration 53Q: 3 clusters Score -148259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -148276.281250 Penalty: 2533.852539
	Iteration 54Q: 3 clusters Score -148276.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -148287.296875 Penalty: 2533.852539
	Iteration 55Q: 3 clusters Score -148287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -148292.421875 Penalty: 2533.852539
	Iteration 56Q: 3 clusters Score -148292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -148305.703125 Penalty: 2533.852539
	Iteration 57Q: 3 clusters Score -148305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -148309.062500 Penalty: 2533.852539
	Iteration 58Q: 3 clusters Score -148309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -148310.281250 Penalty: 2533.852539
	Iteration 59Q: 3 clusters Score -148310.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -148311.031250 Penalty: 2533.852539
	Iteration 60F: 3 clusters Score -148311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -148311.578125 Penalty: 2533.852539
	Iteration 61Q: 3 clusters Score -148311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -148312.218750 Penalty: 2533.852539
	Iteration 62Q: 3 clusters Score -148312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -148313.546875 Penalty: 2533.852539
	Iteration 63Q: 3 clusters Score -148313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -148314.671875 Penalty: 2533.852539
	Iteration 64Q: 3 clusters Score -148314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -148316.843750 Penalty: 2533.852539
	Iteration 65Q: 3 clusters Score -148316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -148318.500000 Penalty: 2533.852539
	Iteration 66Q: 3 clusters Score -148318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -148318.500000 Penalty: 2533.852539
	Iteration 67F: 3 clusters Score -148318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -161485.812500 Penalty: 1288.892090
	Iteration 0F: 2 clusters Score -161485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -158921.765625 Penalty: 2577.784180
	Iteration 0F: 3 clusters Score -158921.8 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -159564.828125 Penalty: 2577.784180
	Iteration 1F: 3 clusters Score -159564.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -159733.015625 Penalty: 2577.784180
	Iteration 2F: 3 clusters Score -159733 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -159832.781250 Penalty: 2577.784180
	Iteration 3F: 3 clusters Score -159832.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -159911.687500 Penalty: 2577.784180
	Iteration 4Q: 3 clusters Score -159911.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -159975.687500 Penalty: 2577.784180
	Iteration 5Q: 3 clusters Score -159975.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -160027.375000 Penalty: 2577.784180
	Iteration 6Q: 3 clusters Score -160027.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -160075.281250 Penalty: 2577.784180
	Iteration 7Q: 3 clusters Score -160075.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160136.390625 Penalty: 2577.784180
	Iteration 8Q: 3 clusters Score -160136.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160205.515625 Penalty: 2577.784180
	Iteration 9Q: 3 clusters Score -160205.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -160273.656250 Penalty: 2577.784180
	Iteration 10Q: 3 clusters Score -160273.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -160345.843750 Penalty: 2577.784180
	Iteration 11Q: 3 clusters Score -160345.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160390.812500 Penalty: 2577.784180
	Iteration 12Q: 3 clusters Score -160390.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160434.859375 Penalty: 2577.784180
	Iteration 13Q: 3 clusters Score -160434.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160478.781250 Penalty: 2577.784180
	Iteration 14Q: 3 clusters Score -160478.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160508.250000 Penalty: 2577.784180
	Iteration 15Q: 3 clusters Score -160508.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160534.843750 Penalty: 2577.784180
	Iteration 16Q: 3 clusters Score -160534.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160560.953125 Penalty: 2577.784180
	Iteration 17Q: 3 clusters Score -160561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160577.156250 Penalty: 2577.784180
	Iteration 18Q: 3 clusters Score -160577.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160588.890625 Penalty: 2577.784180
	Iteration 19Q: 3 clusters Score -160588.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -160601.468750 Penalty: 2577.784180
	Iteration 20F: 3 clusters Score -160601.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160615.609375 Penalty: 2577.784180
	Iteration 21Q: 3 clusters Score -160615.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160626.406250 Penalty: 2577.784180
	Iteration 22Q: 3 clusters Score -160626.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160640.687500 Penalty: 2577.784180
	Iteration 23Q: 3 clusters Score -160640.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -160656.000000 Penalty: 2577.784180
	Iteration 24Q: 3 clusters Score -160656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -160672.500000 Penalty: 2577.784180
	Iteration 25Q: 3 clusters Score -160672.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -160680.140625 Penalty: 2577.784180
	Iteration 26Q: 3 clusters Score -160680.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -160687.406250 Penalty: 2577.784180
	Iteration 27Q: 3 clusters Score -160687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160693.031250 Penalty: 2577.784180
	Iteration 28Q: 3 clusters Score -160693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -160696.453125 Penalty: 2577.784180
	Iteration 29Q: 3 clusters Score -160696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -160698.187500 Penalty: 2577.784180
	Iteration 30Q: 3 clusters Score -160698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160699.250000 Penalty: 2577.784180
	Iteration 31Q: 3 clusters Score -160699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160699.250000 Penalty: 2577.784180
	Iteration 32F: 3 clusters Score -160699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -509181.406250 Penalty: 1470.767334
	Iteration 0F: 2 clusters Score -509181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -503027.500000 Penalty: 2941.534668
	Iteration 0F: 3 clusters Score -503027.5 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -504922.343750 Penalty: 2941.534668
	Iteration 1F: 3 clusters Score -504922.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -505254.156250 Penalty: 2941.534668
	Iteration 2F: 3 clusters Score -505254.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -505567.062500 Penalty: 2941.534668
	Iteration 3F: 3 clusters Score -505567.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -505993.937500 Penalty: 2941.534668
	Iteration 4F: 3 clusters Score -505993.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -506437.468750 Penalty: 2941.534668
	Iteration 5F: 3 clusters Score -506437.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -506926.750000 Penalty: 2941.534668
	Iteration 6F: 3 clusters Score -506926.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -507417.125000 Penalty: 2941.534668
	Iteration 7F: 3 clusters Score -507417.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -507857.031250 Penalty: 2941.534668
	Iteration 8F: 3 clusters Score -507857 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -508127.937500 Penalty: 2941.534668
	Iteration 9Q: 3 clusters Score -508127.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -508280.062500 Penalty: 2941.534668
	Iteration 10Q: 3 clusters Score -508280.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -508364.750000 Penalty: 2941.534668
	Iteration 11Q: 3 clusters Score -508364.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -508416.656250 Penalty: 2941.534668
	Iteration 12Q: 3 clusters Score -508416.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -508445.656250 Penalty: 2941.534668
	Iteration 13Q: 3 clusters Score -508445.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -508461.468750 Penalty: 2941.534668
	Iteration 14Q: 3 clusters Score -508461.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -508470.843750 Penalty: 2941.534668
	Iteration 15Q: 3 clusters Score -508470.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -508478.781250 Penalty: 2941.534668
	Iteration 16Q: 3 clusters Score -508478.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -508481.687500 Penalty: 2941.534668
	Iteration 17Q: 3 clusters Score -508481.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -508485.718750 Penalty: 2941.534668
	Iteration 18Q: 3 clusters Score -508485.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -508489.718750 Penalty: 2941.534668
	Iteration 19Q: 3 clusters Score -508489.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -508493.406250 Penalty: 2941.534668
	Iteration 20F: 3 clusters Score -508493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -508496.343750 Penalty: 2941.534668
	Iteration 21Q: 3 clusters Score -508496.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -508498.750000 Penalty: 2941.534668
	Iteration 22Q: 3 clusters Score -508498.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -508500.531250 Penalty: 2941.534668
	Iteration 23Q: 3 clusters Score -508500.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -508502.843750 Penalty: 2941.534668
	Iteration 24Q: 3 clusters Score -508502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -508503.500000 Penalty: 2941.534668
	Iteration 25Q: 3 clusters Score -508503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -508503.500000 Penalty: 2941.534668
	Iteration 26Q: 3 clusters Score -508503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -508504.531250 Penalty: 2941.534668
	Iteration 27Q: 3 clusters Score -508504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -508505.281250 Penalty: 2941.534668
	Iteration 28Q: 3 clusters Score -508505.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -508505.500000 Penalty: 2941.534668
	Iteration 29Q: 3 clusters Score -508505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -508506.562500 Penalty: 2941.534668
	Iteration 30Q: 3 clusters Score -508506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -508507.500000 Penalty: 2941.534668
	Iteration 31Q: 3 clusters Score -508507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -508507.187500 Penalty: 2941.534668
	Iteration 32Q: 3 clusters Score -508507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -508507.531250 Penalty: 2941.534668
	Iteration 33Q: 3 clusters Score -508507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -508507.531250 Penalty: 2941.534668
	Iteration 34Q: 3 clusters Score -508507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -508508.937500 Penalty: 2941.534668
	Iteration 35Q: 3 clusters Score -508508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -508508.000000 Penalty: 2941.534668
	Iteration 36Q: 3 clusters Score -508508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -508508.000000 Penalty: 2941.534668
	Iteration 37F: 3 clusters Score -508508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -123206.460938 Penalty: 1253.344849
	Iteration 0F: 2 clusters Score -123206.5 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 1167 members 
Entering Unmasked Estep 
Score: -120972.148438 Penalty: 2506.689697
	Iteration 0F: 3 clusters Score -120972.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -121431.546875 Penalty: 2506.689697
	Iteration 1F: 3 clusters Score -121431.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -121550.375000 Penalty: 2506.689697
	Iteration 2F: 3 clusters Score -121550.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -121635.390625 Penalty: 2506.689697
	Iteration 3F: 3 clusters Score -121635.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -121692.765625 Penalty: 2506.689697
	Iteration 4Q: 3 clusters Score -121692.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -121737.851562 Penalty: 2506.689697
	Iteration 5Q: 3 clusters Score -121737.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -121767.820312 Penalty: 2506.689697
	Iteration 6Q: 3 clusters Score -121767.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -121785.679688 Penalty: 2506.689697
	Iteration 7Q: 3 clusters Score -121785.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -121804.335938 Penalty: 2506.689697
	Iteration 8Q: 3 clusters Score -121804.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -121831.093750 Penalty: 2506.689697
	Iteration 9Q: 3 clusters Score -121831.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -121847.414062 Penalty: 2506.689697
	Iteration 10Q: 3 clusters Score -121847.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -121868.898438 Penalty: 2506.689697
	Iteration 11Q: 3 clusters Score -121868.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -121893.726562 Penalty: 2506.689697
	Iteration 12Q: 3 clusters Score -121893.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -121914.140625 Penalty: 2506.689697
	Iteration 13Q: 3 clusters Score -121914.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -121928.929688 Penalty: 2506.689697
	Iteration 14Q: 3 clusters Score -121928.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -121946.320312 Penalty: 2506.689697
	Iteration 15Q: 3 clusters Score -121946.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -121960.093750 Penalty: 2506.689697
	Iteration 16Q: 3 clusters Score -121960.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -121972.515625 Penalty: 2506.689697
	Iteration 17Q: 3 clusters Score -121972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -121979.664062 Penalty: 2506.689697
	Iteration 18Q: 3 clusters Score -121979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -121983.039062 Penalty: 2506.689697
	Iteration 19Q: 3 clusters Score -121983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -121984.304688 Penalty: 2506.689697
	Iteration 20F: 3 clusters Score -121984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -121985.218750 Penalty: 2506.689697
	Iteration 21Q: 3 clusters Score -121985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -121985.218750 Penalty: 2506.689697
	Iteration 22F: 3 clusters Score -121985.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -246614.640625 Penalty: 1365.216553
	Iteration 0F: 2 clusters Score -246614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -243045.890625 Penalty: 2730.433105
	Iteration 0F: 3 clusters Score -243045.9 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -244015.234375 Penalty: 2730.433105
	Iteration 1F: 3 clusters Score -244015.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -244167.125000 Penalty: 2730.433105
	Iteration 2F: 3 clusters Score -244167.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -244275.343750 Penalty: 2730.433105
	Iteration 3Q: 3 clusters Score -244275.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -244369.171875 Penalty: 2730.433105
	Iteration 4Q: 3 clusters Score -244369.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -244451.796875 Penalty: 2730.433105
	Iteration 5Q: 3 clusters Score -244451.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -244543.093750 Penalty: 2730.433105
	Iteration 6Q: 3 clusters Score -244543.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -244666.875000 Penalty: 2730.433105
	Iteration 7Q: 3 clusters Score -244666.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -244792.921875 Penalty: 2730.433105
	Iteration 8Q: 3 clusters Score -244792.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -244942.984375 Penalty: 2730.433105
	Iteration 9Q: 3 clusters Score -244943 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245088.203125 Penalty: 2730.433105
	Iteration 10Q: 3 clusters Score -245088.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -245217.718750 Penalty: 2730.433105
	Iteration 11Q: 3 clusters Score -245217.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -245320.203125 Penalty: 2730.433105
	Iteration 12Q: 3 clusters Score -245320.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -245400.984375 Penalty: 2730.433105
	Iteration 13Q: 3 clusters Score -245401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -245455.218750 Penalty: 2730.433105
	Iteration 14Q: 3 clusters Score -245455.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -245500.609375 Penalty: 2730.433105
	Iteration 15Q: 3 clusters Score -245500.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -245529.937500 Penalty: 2730.433105
	Iteration 16Q: 3 clusters Score -245529.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -245544.421875 Penalty: 2730.433105
	Iteration 17Q: 3 clusters Score -245544.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -245558.750000 Penalty: 2730.433105
	Iteration 18Q: 3 clusters Score -245558.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -245567.562500 Penalty: 2730.433105
	Iteration 19Q: 3 clusters Score -245567.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -245570.562500 Penalty: 2730.433105
	Iteration 20F: 3 clusters Score -245570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -245573.937500 Penalty: 2730.433105
	Iteration 21Q: 3 clusters Score -245573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -245576.531250 Penalty: 2730.433105
	Iteration 22Q: 3 clusters Score -245576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -245578.812500 Penalty: 2730.433105
	Iteration 23Q: 3 clusters Score -245578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -245581.812500 Penalty: 2730.433105
	Iteration 24Q: 3 clusters Score -245581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -245586.265625 Penalty: 2730.433105
	Iteration 25Q: 3 clusters Score -245586.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -245589.015625 Penalty: 2730.433105
	Iteration 26Q: 3 clusters Score -245589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -245591.750000 Penalty: 2730.433105
	Iteration 27Q: 3 clusters Score -245591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -245593.937500 Penalty: 2730.433105
	Iteration 28Q: 3 clusters Score -245593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -245595.625000 Penalty: 2730.433105
	Iteration 29Q: 3 clusters Score -245595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -245597.390625 Penalty: 2730.433105
	Iteration 30Q: 3 clusters Score -245597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -245598.234375 Penalty: 2730.433105
	Iteration 31Q: 3 clusters Score -245598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -245599.968750 Penalty: 2730.433105
	Iteration 32Q: 3 clusters Score -245600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -245601.500000 Penalty: 2730.433105
	Iteration 33Q: 3 clusters Score -245601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -245602.125000 Penalty: 2730.433105
	Iteration 34Q: 3 clusters Score -245602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245603.125000 Penalty: 2730.433105
	Iteration 35Q: 3 clusters Score -245603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -245604.359375 Penalty: 2730.433105
	Iteration 36Q: 3 clusters Score -245604.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -245606.203125 Penalty: 2730.433105
	Iteration 37Q: 3 clusters Score -245606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -245606.171875 Penalty: 2730.433105
	Iteration 38Q: 3 clusters Score -245606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -245606.078125 Penalty: 2730.433105
	Iteration 39Q: 3 clusters Score -245606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -245606.078125 Penalty: 2730.433105
	Iteration 40F: 3 clusters Score -245606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -132761.687500 Penalty: 1267.859009
	Iteration 0F: 2 clusters Score -132761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -130430.726562 Penalty: 2535.718018
	Iteration 0F: 3 clusters Score -130430.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -131116.031250 Penalty: 2535.718018
	Iteration 1F: 3 clusters Score -131116 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -131349.546875 Penalty: 2535.718018
	Iteration 2F: 3 clusters Score -131349.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -131531.140625 Penalty: 2535.718018
	Iteration 3F: 3 clusters Score -131531.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -131703.578125 Penalty: 2535.718018
	Iteration 4F: 3 clusters Score -131703.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -131857.859375 Penalty: 2535.718018
	Iteration 5Q: 3 clusters Score -131857.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -131984.531250 Penalty: 2535.718018
	Iteration 6Q: 3 clusters Score -131984.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -132101.546875 Penalty: 2535.718018
	Iteration 7Q: 3 clusters Score -132101.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -132214.859375 Penalty: 2535.718018
	Iteration 8Q: 3 clusters Score -132214.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -132312.156250 Penalty: 2535.718018
	Iteration 9Q: 3 clusters Score -132312.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -132425.437500 Penalty: 2535.718018
	Iteration 10Q: 3 clusters Score -132425.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -132622.578125 Penalty: 2535.718018
	Iteration 11Q: 3 clusters Score -132622.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -132833.312500 Penalty: 2535.718018
	Iteration 12Q: 3 clusters Score -132833.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -132902.984375 Penalty: 2535.718018
	Iteration 13Q: 3 clusters Score -132903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -132922.750000 Penalty: 2535.718018
	Iteration 14Q: 3 clusters Score -132922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -132930.406250 Penalty: 2535.718018
	Iteration 15Q: 3 clusters Score -132930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -132937.625000 Penalty: 2535.718018
	Iteration 16Q: 3 clusters Score -132937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -132949.109375 Penalty: 2535.718018
	Iteration 17Q: 3 clusters Score -132949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -132952.437500 Penalty: 2535.718018
	Iteration 18Q: 3 clusters Score -132952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -132955.468750 Penalty: 2535.718018
	Iteration 19Q: 3 clusters Score -132955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -132958.203125 Penalty: 2535.718018
	Iteration 20F: 3 clusters Score -132958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -132959.203125 Penalty: 2535.718018
	Iteration 21Q: 3 clusters Score -132959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -132960.484375 Penalty: 2535.718018
	Iteration 22Q: 3 clusters Score -132960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -132962.234375 Penalty: 2535.718018
	Iteration 23Q: 3 clusters Score -132962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -132963.671875 Penalty: 2535.718018
	Iteration 24Q: 3 clusters Score -132963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -132965.046875 Penalty: 2535.718018
	Iteration 25Q: 3 clusters Score -132965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -132969.406250 Penalty: 2535.718018
	Iteration 26Q: 3 clusters Score -132969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -132969.921875 Penalty: 2535.718018
	Iteration 27Q: 3 clusters Score -132969.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -132971.078125 Penalty: 2535.718018
	Iteration 28Q: 3 clusters Score -132971.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -132971.531250 Penalty: 2535.718018
	Iteration 29Q: 3 clusters Score -132971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -132971.531250 Penalty: 2535.718018
	Iteration 30F: 3 clusters Score -132971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 1173 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 2648 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 1214 members 
Mstep: Class 39 contains 6509 members 
Mstep: Class 40 contains 1273 members 
Entering Unmasked Estep 
Score: -12693001.000000 Penalty: 80357.382812
Splitting cluster 32 changes total score from -12689205.000000 to -12693001.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 33 (4058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Entering Unmasked Estep 
Score: -185220.734375 Penalty: 1350.122437
	Iteration 0F: 2 clusters Score -185220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -181999.984375 Penalty: 2700.244873
	Iteration 0F: 3 clusters Score -182000 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -183108.828125 Penalty: 2700.244873
	Iteration 1F: 3 clusters Score -183108.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -183443.125000 Penalty: 2700.244873
	Iteration 2F: 3 clusters Score -183443.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -183710.265625 Penalty: 2700.244873
	Iteration 3F: 3 clusters Score -183710.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -183872.281250 Penalty: 2700.244873
	Iteration 4F: 3 clusters Score -183872.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -183970.125000 Penalty: 2700.244873
	Iteration 5Q: 3 clusters Score -183970.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -184044.765625 Penalty: 2700.244873
	Iteration 6Q: 3 clusters Score -184044.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -184116.484375 Penalty: 2700.244873
	Iteration 7Q: 3 clusters Score -184116.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -184176.781250 Penalty: 2700.244873
	Iteration 8Q: 3 clusters Score -184176.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -184228.640625 Penalty: 2700.244873
	Iteration 9Q: 3 clusters Score -184228.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -184260.000000 Penalty: 2700.244873
	Iteration 10Q: 3 clusters Score -184260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -184281.796875 Penalty: 2700.244873
	Iteration 11Q: 3 clusters Score -184281.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -184315.265625 Penalty: 2700.244873
	Iteration 12Q: 3 clusters Score -184315.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -184355.578125 Penalty: 2700.244873
	Iteration 13Q: 3 clusters Score -184355.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -184392.906250 Penalty: 2700.244873
	Iteration 14Q: 3 clusters Score -184392.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -184418.796875 Penalty: 2700.244873
	Iteration 15Q: 3 clusters Score -184418.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -184435.875000 Penalty: 2700.244873
	Iteration 16Q: 3 clusters Score -184435.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -184450.500000 Penalty: 2700.244873
	Iteration 17Q: 3 clusters Score -184450.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -184458.000000 Penalty: 2700.244873
	Iteration 18Q: 3 clusters Score -184458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -184467.328125 Penalty: 2700.244873
	Iteration 19Q: 3 clusters Score -184467.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -184518.531250 Penalty: 2700.244873
	Iteration 20F: 3 clusters Score -184518.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -184564.890625 Penalty: 2700.244873
	Iteration 21Q: 3 clusters Score -184564.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -184593.140625 Penalty: 2700.244873
	Iteration 22Q: 3 clusters Score -184593.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -184615.750000 Penalty: 2700.244873
	Iteration 23Q: 3 clusters Score -184615.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -184638.265625 Penalty: 2700.244873
	Iteration 24Q: 3 clusters Score -184638.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -184652.343750 Penalty: 2700.244873
	Iteration 25Q: 3 clusters Score -184652.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -184675.046875 Penalty: 2700.244873
	Iteration 26Q: 3 clusters Score -184675 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -184697.406250 Penalty: 2700.244873
	Iteration 27Q: 3 clusters Score -184697.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -184713.328125 Penalty: 2700.244873
	Iteration 28Q: 3 clusters Score -184713.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -184730.500000 Penalty: 2700.244873
	Iteration 29Q: 3 clusters Score -184730.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -184739.640625 Penalty: 2700.244873
	Iteration 30Q: 3 clusters Score -184739.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -184749.750000 Penalty: 2700.244873
	Iteration 31Q: 3 clusters Score -184749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -184754.984375 Penalty: 2700.244873
	Iteration 32Q: 3 clusters Score -184755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -184761.765625 Penalty: 2700.244873
	Iteration 33Q: 3 clusters Score -184761.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -184768.421875 Penalty: 2700.244873
	Iteration 34Q: 3 clusters Score -184768.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -184773.765625 Penalty: 2700.244873
	Iteration 35Q: 3 clusters Score -184773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -184777.781250 Penalty: 2700.244873
	Iteration 36Q: 3 clusters Score -184777.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -184782.578125 Penalty: 2700.244873
	Iteration 37Q: 3 clusters Score -184782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -184790.062500 Penalty: 2700.244873
	Iteration 38Q: 3 clusters Score -184790.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -184796.734375 Penalty: 2700.244873
	Iteration 39Q: 3 clusters Score -184796.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -184804.015625 Penalty: 2700.244873
	Iteration 40F: 3 clusters Score -184804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -184811.750000 Penalty: 2700.244873
	Iteration 41Q: 3 clusters Score -184811.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -184819.375000 Penalty: 2700.244873
	Iteration 42Q: 3 clusters Score -184819.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -184826.453125 Penalty: 2700.244873
	Iteration 43Q: 3 clusters Score -184826.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -184831.250000 Penalty: 2700.244873
	Iteration 44Q: 3 clusters Score -184831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -184832.906250 Penalty: 2700.244873
	Iteration 45Q: 3 clusters Score -184832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -184834.734375 Penalty: 2700.244873
	Iteration 46Q: 3 clusters Score -184834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -184835.953125 Penalty: 2700.244873
	Iteration 47Q: 3 clusters Score -184836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -184836.078125 Penalty: 2700.244873
	Iteration 48Q: 3 clusters Score -184836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -184836.281250 Penalty: 2700.244873
	Iteration 49Q: 3 clusters Score -184836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -184838.359375 Penalty: 2700.244873
	Iteration 50Q: 3 clusters Score -184838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -184838.140625 Penalty: 2700.244873
	Iteration 51Q: 3 clusters Score -184838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -184838.140625 Penalty: 2700.244873
	Iteration 52F: 3 clusters Score -184838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Entering Unmasked Estep 
Score: -1625584.750000 Penalty: 1660.449707
	Iteration 0F: 2 clusters Score -1625585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1607082.250000 Penalty: 3320.899414
	Iteration 0F: 3 clusters Score -1607082 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1614393.375000 Penalty: 3320.899414
	Iteration 1F: 3 clusters Score -1614393 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1614873.375000 Penalty: 3320.899414
	Iteration 2F: 3 clusters Score -1614873 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1615344.250000 Penalty: 3320.899414
	Iteration 3Q: 3 clusters Score -1615344 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1615838.125000 Penalty: 3320.899414
	Iteration 4Q: 3 clusters Score -1615838 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1616376.625000 Penalty: 3320.899414
	Iteration 5Q: 3 clusters Score -1616377 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1616919.250000 Penalty: 3320.899414
	Iteration 6Q: 3 clusters Score -1616919 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1617470.000000 Penalty: 3320.899414
	Iteration 7Q: 3 clusters Score -1617470 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1617998.750000 Penalty: 3320.899414
	Iteration 8Q: 3 clusters Score -1617999 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1618418.375000 Penalty: 3320.899414
	Iteration 9Q: 3 clusters Score -1618418 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1618781.875000 Penalty: 3320.899414
	Iteration 10Q: 3 clusters Score -1618782 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1619141.250000 Penalty: 3320.899414
	Iteration 11Q: 3 clusters Score -1619141 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1619472.125000 Penalty: 3320.899414
	Iteration 12Q: 3 clusters Score -1619472 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1619766.625000 Penalty: 3320.899414
	Iteration 13Q: 3 clusters Score -1619767 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1619952.875000 Penalty: 3320.899414
	Iteration 14Q: 3 clusters Score -1619953 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1620098.875000 Penalty: 3320.899414
	Iteration 15Q: 3 clusters Score -1620099 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1620184.125000 Penalty: 3320.899414
	Iteration 16Q: 3 clusters Score -1620184 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1620251.375000 Penalty: 3320.899414
	Iteration 17Q: 3 clusters Score -1620251 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1620292.750000 Penalty: 3320.899414
	Iteration 18Q: 3 clusters Score -1620293 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1620327.250000 Penalty: 3320.899414
	Iteration 19Q: 3 clusters Score -1620327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1620366.250000 Penalty: 3320.899414
	Iteration 20F: 3 clusters Score -1620366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -1620395.500000 Penalty: 3320.899414
	Iteration 21Q: 3 clusters Score -1620396 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1620417.875000 Penalty: 3320.899414
	Iteration 22Q: 3 clusters Score -1620418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1620438.625000 Penalty: 3320.899414
	Iteration 23Q: 3 clusters Score -1620439 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1620463.375000 Penalty: 3320.899414
	Iteration 24Q: 3 clusters Score -1620463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1620484.500000 Penalty: 3320.899414
	Iteration 25Q: 3 clusters Score -1620484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1620509.250000 Penalty: 3320.899414
	Iteration 26Q: 3 clusters Score -1620509 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1620520.375000 Penalty: 3320.899414
	Iteration 27Q: 3 clusters Score -1620520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1620542.250000 Penalty: 3320.899414
	Iteration 28Q: 3 clusters Score -1620542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1620560.000000 Penalty: 3320.899414
	Iteration 29Q: 3 clusters Score -1620560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1620573.750000 Penalty: 3320.899414
	Iteration 30Q: 3 clusters Score -1620574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1620577.750000 Penalty: 3320.899414
	Iteration 31Q: 3 clusters Score -1620578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1620604.625000 Penalty: 3320.899414
	Iteration 32Q: 3 clusters Score -1620605 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1620623.875000 Penalty: 3320.899414
	Iteration 33Q: 3 clusters Score -1620624 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1620635.750000 Penalty: 3320.899414
	Iteration 34Q: 3 clusters Score -1620636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1620645.750000 Penalty: 3320.899414
	Iteration 35Q: 3 clusters Score -1620646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1620659.625000 Penalty: 3320.899414
	Iteration 36Q: 3 clusters Score -1620660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1620675.750000 Penalty: 3320.899414
	Iteration 37Q: 3 clusters Score -1620676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1620697.000000 Penalty: 3320.899414
	Iteration 38Q: 3 clusters Score -1620697 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1620712.125000 Penalty: 3320.899414
	Iteration 39Q: 3 clusters Score -1620712 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1620729.500000 Penalty: 3320.899414
	Iteration 40F: 3 clusters Score -1620730 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1620758.750000 Penalty: 3320.899414
	Iteration 41Q: 3 clusters Score -1620759 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -1620782.875000 Penalty: 3320.899414
	Iteration 42Q: 3 clusters Score -1620783 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1620812.625000 Penalty: 3320.899414
	Iteration 43Q: 3 clusters Score -1620813 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1620859.125000 Penalty: 3320.899414
	Iteration 44Q: 3 clusters Score -1620859 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1620909.375000 Penalty: 3320.899414
	Iteration 45Q: 3 clusters Score -1620909 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1620957.500000 Penalty: 3320.899414
	Iteration 46Q: 3 clusters Score -1620958 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1621005.250000 Penalty: 3320.899414
	Iteration 47Q: 3 clusters Score -1621005 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1621048.125000 Penalty: 3320.899414
	Iteration 48Q: 3 clusters Score -1621048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1621108.750000 Penalty: 3320.899414
	Iteration 49Q: 3 clusters Score -1621109 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1621169.000000 Penalty: 3320.899414
	Iteration 50Q: 3 clusters Score -1621169 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1621223.000000 Penalty: 3320.899414
	Iteration 51Q: 3 clusters Score -1621223 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1621283.500000 Penalty: 3320.899414
	Iteration 52Q: 3 clusters Score -1621284 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1621350.250000 Penalty: 3320.899414
	Iteration 53Q: 3 clusters Score -1621350 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1621432.500000 Penalty: 3320.899414
	Iteration 54Q: 3 clusters Score -1621432 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1621515.625000 Penalty: 3320.899414
	Iteration 55Q: 3 clusters Score -1621516 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1621591.750000 Penalty: 3320.899414
	Iteration 56Q: 3 clusters Score -1621592 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1621681.625000 Penalty: 3320.899414
	Iteration 57Q: 3 clusters Score -1621682 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -1621764.625000 Penalty: 3320.899414
	Iteration 58Q: 3 clusters Score -1621765 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -1621847.125000 Penalty: 3320.899414
	Iteration 59Q: 3 clusters Score -1621847 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -1621935.500000 Penalty: 3320.899414
	Iteration 60F: 3 clusters Score -1621936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1622038.125000 Penalty: 3320.899414
	Iteration 61Q: 3 clusters Score -1622038 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1622147.125000 Penalty: 3320.899414
	Iteration 62Q: 3 clusters Score -1622147 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1622257.250000 Penalty: 3320.899414
	Iteration 63Q: 3 clusters Score -1622257 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -1622377.250000 Penalty: 3320.899414
	Iteration 64Q: 3 clusters Score -1622377 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -1622499.500000 Penalty: 3320.899414
	Iteration 65Q: 3 clusters Score -1622500 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -1622615.125000 Penalty: 3320.899414
	Iteration 66Q: 3 clusters Score -1622615 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -1622716.750000 Penalty: 3320.899414
	Iteration 67Q: 3 clusters Score -1622717 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -1622827.875000 Penalty: 3320.899414
	Iteration 68Q: 3 clusters Score -1622828 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -1622937.000000 Penalty: 3320.899414
	Iteration 69Q: 3 clusters Score -1622937 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -1623052.000000 Penalty: 3320.899414
	Iteration 70Q: 3 clusters Score -1623052 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -1623161.375000 Penalty: 3320.899414
	Iteration 71Q: 3 clusters Score -1623161 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -1623268.875000 Penalty: 3320.899414
	Iteration 72Q: 3 clusters Score -1623269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -1623360.375000 Penalty: 3320.899414
	Iteration 73Q: 3 clusters Score -1623360 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -1623447.125000 Penalty: 3320.899414
	Iteration 74Q: 3 clusters Score -1623447 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -1623528.875000 Penalty: 3320.899414
	Iteration 75Q: 3 clusters Score -1623529 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -1623604.500000 Penalty: 3320.899414
	Iteration 76Q: 3 clusters Score -1623604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -1623674.750000 Penalty: 3320.899414
	Iteration 77Q: 3 clusters Score -1623675 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -1623740.500000 Penalty: 3320.899414
	Iteration 78Q: 3 clusters Score -1623740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -1623799.875000 Penalty: 3320.899414
	Iteration 79Q: 3 clusters Score -1623800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -1623841.625000 Penalty: 3320.899414
	Iteration 80F: 3 clusters Score -1623842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -1623876.375000 Penalty: 3320.899414
	Iteration 81Q: 3 clusters Score -1623876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -1623914.375000 Penalty: 3320.899414
	Iteration 82Q: 3 clusters Score -1623914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -1623941.000000 Penalty: 3320.899414
	Iteration 83Q: 3 clusters Score -1623941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -1623967.500000 Penalty: 3320.899414
	Iteration 84Q: 3 clusters Score -1623968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -1623992.125000 Penalty: 3320.899414
	Iteration 85Q: 3 clusters Score -1623992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -1624015.875000 Penalty: 3320.899414
	Iteration 86Q: 3 clusters Score -1624016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -1624032.750000 Penalty: 3320.899414
	Iteration 87Q: 3 clusters Score -1624033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -1624039.250000 Penalty: 3320.899414
	Iteration 88Q: 3 clusters Score -1624039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -1624046.625000 Penalty: 3320.899414
	Iteration 89Q: 3 clusters Score -1624047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -1624052.750000 Penalty: 3320.899414
	Iteration 90Q: 3 clusters Score -1624053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -1624063.750000 Penalty: 3320.899414
	Iteration 91Q: 3 clusters Score -1624064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -1624075.625000 Penalty: 3320.899414
	Iteration 92Q: 3 clusters Score -1624076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -1624083.875000 Penalty: 3320.899414
	Iteration 93Q: 3 clusters Score -1624084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -1624089.250000 Penalty: 3320.899414
	Iteration 94Q: 3 clusters Score -1624089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -1624094.625000 Penalty: 3320.899414
	Iteration 95Q: 3 clusters Score -1624095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -1624097.250000 Penalty: 3320.899414
	Iteration 96Q: 3 clusters Score -1624097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -1624098.250000 Penalty: 3320.899414
	Iteration 97Q: 3 clusters Score -1624098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -1624101.000000 Penalty: 3320.899414
	Iteration 98Q: 3 clusters Score -1624101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -1624103.375000 Penalty: 3320.899414
	Iteration 99Q: 3 clusters Score -1624103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -1624110.125000 Penalty: 3320.899414
	Iteration 100F: 3 clusters Score -1624110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -1624113.125000 Penalty: 3320.899414
	Iteration 101Q: 3 clusters Score -1624113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -1624116.750000 Penalty: 3320.899414
	Iteration 102Q: 3 clusters Score -1624117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -1624118.875000 Penalty: 3320.899414
	Iteration 103Q: 3 clusters Score -1624119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -1624121.750000 Penalty: 3320.899414
	Iteration 104Q: 3 clusters Score -1624122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -1624123.375000 Penalty: 3320.899414
	Iteration 105Q: 3 clusters Score -1624123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1624124.375000 Penalty: 3320.899414
	Iteration 106Q: 3 clusters Score -1624124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -1624132.000000 Penalty: 3320.899414
	Iteration 107Q: 3 clusters Score -1624132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -1624136.125000 Penalty: 3320.899414
	Iteration 108Q: 3 clusters Score -1624136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1624140.375000 Penalty: 3320.899414
	Iteration 109Q: 3 clusters Score -1624140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1624140.375000 Penalty: 3320.899414
	Iteration 110F: 3 clusters Score -1624140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3341 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 3487 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 11382 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10503 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 5742 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 630 members 
Mstep: Class 23 contains 18283 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12165 members 
Mstep: Class 26 contains 1118 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2784 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 2237 members 
Mstep: Class 31 contains 4453 members 
Mstep: Class 32 contains 1173 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 27396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12693929.000000 Penalty: 80357.382812
Iteration 79Q: 41 clusters Score -1.269393e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 4580 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 9487 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 11378 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 1002 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3248 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 631 members 
Mstep: Class 23 contains 18254 members 
Mstep: Class 24 contains 11356 members 
Mstep: Class 25 contains 12164 members 
Mstep: Class 26 contains 1111 members 
Mstep: Class 27 contains 2433 members 
Mstep: Class 28 contains 2843 members 
Mstep: Class 29 contains 8539 members 
Mstep: Class 30 contains 2223 members 
Mstep: Class 31 contains 4339 members 
Mstep: Class 32 contains 1203 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 27383 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 2633 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 6270 members 
Mstep: Class 40 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12695274.000000 Penalty: 80357.382812
Iteration 80F: 41 clusters Score -1.269527e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 28590 members 
Mstep: Class 5 contains 4596 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 9286 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 10451 members 
Mstep: Class 14 contains 5752 members 
Mstep: Class 15 contains 3250 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 18150 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 12124 members 
Mstep: Class 26 contains 1108 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 2812 members 
Mstep: Class 29 contains 8482 members 
Mstep: Class 30 contains 2212 members 
Mstep: Class 31 contains 4191 members 
Mstep: Class 32 contains 1225 members 
Mstep: Class 33 contains 4038 members 
Mstep: Class 34 contains 27218 members 
Mstep: Class 35 contains 656 members 
Mstep: Class 36 contains 2696 members 
Mstep: Class 37 contains 812 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 6624 members 
Mstep: Class 40 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696231.000000 Penalty: 80357.382812
Iteration 81Q: 41 clusters Score -1.269623e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 28585 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 16372 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 4992 members 
Mstep: Class 10 contains 11380 members 
Mstep: Class 11 contains 1388 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 5752 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 5824 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6819 members 
Mstep: Class 21 contains 1227 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 18076 members 
Mstep: Class 24 contains 11354 members 
Mstep: Class 25 contains 12082 members 
Mstep: Class 26 contains 1106 members 
Mstep: Class 27 contains 2435 members 
Mstep: Class 28 contains 2796 members 
Mstep: Class 29 contains 8464 members 
Mstep: Class 30 contains 2210 members 
Mstep: Class 31 contains 4095 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 4018 members 
Mstep: Class 34 contains 27087 members 
Mstep: Class 35 contains 660 members 
Mstep: Class 36 contains 2723 members 
Mstep: Class 37 contains 889 members 
Mstep: Class 38 contains 1406 members 
Mstep: Class 39 contains 6871 members 
Mstep: Class 40 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12696896.000000 Penalty: 80357.382812
Iteration 82Q: 41 clusters Score -1.26969e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 28575 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 16367 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 5053 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 10434 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 3236 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 5847 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 18004 members 
Mstep: Class 24 contains 11353 members 
Mstep: Class 25 contains 12042 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 2436 members 
Mstep: Class 28 contains 2781 members 
Mstep: Class 29 contains 8470 members 
Mstep: Class 30 contains 2201 members 
Mstep: Class 31 contains 4002 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 4004 members 
Mstep: Class 34 contains 26988 members 
Mstep: Class 35 contains 659 members 
Mstep: Class 36 contains 2739 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 1448 members 
Mstep: Class 39 contains 7051 members 
Mstep: Class 40 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697499.000000 Penalty: 80357.382812
Iteration 83Q: 41 clusters Score -1.26975e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 28557 members 
Mstep: Class 5 contains 4646 members 
Mstep: Class 6 contains 16353 members 
Mstep: Class 7 contains 8948 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 11377 members 
Mstep: Class 11 contains 1395 members 
Mstep: Class 12 contains 1001 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 5867 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 627 members 
Mstep: Class 23 contains 17936 members 
Mstep: Class 24 contains 11350 members 
Mstep: Class 25 contains 12008 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 8474 members 
Mstep: Class 30 contains 2185 members 
Mstep: Class 31 contains 3914 members 
Mstep: Class 32 contains 1274 members 
Mstep: Class 33 contains 4013 members 
Mstep: Class 34 contains 26934 members 
Mstep: Class 35 contains 652 members 
Mstep: Class 36 contains 2747 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 1478 members 
Mstep: Class 39 contains 7217 members 
Mstep: Class 40 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12697821.000000 Penalty: 80357.382812
Iteration 84Q: 41 clusters Score -1.269782e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 28533 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 8873 members 
Mstep: Class 8 contains 3383 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 11374 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 1000 members 
Mstep: Class 13 contains 10417 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 5887 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 629 members 
Mstep: Class 23 contains 17880 members 
Mstep: Class 24 contains 11348 members 
Mstep: Class 25 contains 11990 members 
Mstep: Class 26 contains 1096 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 2779 members 
Mstep: Class 29 contains 8481 members 
Mstep: Class 30 contains 2164 members 
Mstep: Class 31 contains 3853 members 
Mstep: Class 32 contains 1285 members 
Mstep: Class 33 contains 4027 members 
Mstep: Class 34 contains 26890 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 2754 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 1503 members 
Mstep: Class 39 contains 7321 members 
Mstep: Class 40 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698020.000000 Penalty: 80357.382812
Iteration 85Q: 41 clusters Score -1.269802e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3386 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 28516 members 
Mstep: Class 5 contains 4681 members 
Mstep: Class 6 contains 16321 members 
Mstep: Class 7 contains 8821 members 
Mstep: Class 8 contains 3368 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 11373 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 10410 members 
Mstep: Class 14 contains 5747 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 628 members 
Mstep: Class 23 contains 17838 members 
Mstep: Class 24 contains 11348 members 
Mstep: Class 25 contains 11974 members 
Mstep: Class 26 contains 1097 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 2779 members 
Mstep: Class 29 contains 8482 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 3788 members 
Mstep: Class 32 contains 1298 members 
Mstep: Class 33 contains 4034 members 
Mstep: Class 34 contains 26855 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 2760 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 1520 members 
Mstep: Class 39 contains 7388 members 
Mstep: Class 40 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698164.000000 Penalty: 80357.382812
Iteration 86Q: 41 clusters Score -1.269816e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 28501 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 994 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 5748 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6783 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 626 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 11345 members 
Mstep: Class 25 contains 11956 members 
Mstep: Class 26 contains 1099 members 
Mstep: Class 27 contains 2438 members 
Mstep: Class 28 contains 2775 members 
Mstep: Class 29 contains 8489 members 
Mstep: Class 30 contains 2127 members 
Mstep: Class 31 contains 3728 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26821 members 
Mstep: Class 35 contains 647 members 
Mstep: Class 36 contains 2764 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 7448 members 
Mstep: Class 40 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698229.000000 Penalty: 80357.382812
Iteration 87Q: 41 clusters Score -1.269823e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3381 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 28489 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 16306 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 3355 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 10422 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 5915 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 621 members 
Mstep: Class 23 contains 17759 members 
Mstep: Class 24 contains 11341 members 
Mstep: Class 25 contains 11937 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2772 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 2115 members 
Mstep: Class 31 contains 3675 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 26793 members 
Mstep: Class 35 contains 647 members 
Mstep: Class 36 contains 2766 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 1543 members 
Mstep: Class 39 contains 7509 members 
Mstep: Class 40 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698362.000000 Penalty: 80357.382812
Iteration 88Q: 41 clusters Score -1.269836e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 28475 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 16295 members 
Mstep: Class 7 contains 8736 members 
Mstep: Class 8 contains 3349 members 
Mstep: Class 9 contains 5471 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 993 members 
Mstep: Class 13 contains 10430 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1362 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6772 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 618 members 
Mstep: Class 23 contains 17732 members 
Mstep: Class 24 contains 11340 members 
Mstep: Class 25 contains 11925 members 
Mstep: Class 26 contains 1101 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 8515 members 
Mstep: Class 30 contains 2102 members 
Mstep: Class 31 contains 3619 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 26768 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2768 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1553 members 
Mstep: Class 39 contains 7534 members 
Mstep: Class 40 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698496.000000 Penalty: 80357.382812
Iteration 89Q: 41 clusters Score -1.26985e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 28467 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 16286 members 
Mstep: Class 7 contains 8717 members 
Mstep: Class 8 contains 3336 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 992 members 
Mstep: Class 13 contains 10437 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 3234 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 6765 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 614 members 
Mstep: Class 23 contains 17700 members 
Mstep: Class 24 contains 11340 members 
Mstep: Class 25 contains 11915 members 
Mstep: Class 26 contains 1103 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 8541 members 
Mstep: Class 30 contains 2090 members 
Mstep: Class 31 contains 3567 members 
Mstep: Class 32 contains 1325 members 
Mstep: Class 33 contains 4066 members 
Mstep: Class 34 contains 26746 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2770 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1558 members 
Mstep: Class 39 contains 7563 members 
Mstep: Class 40 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698562.000000 Penalty: 80357.382812
Iteration 90Q: 41 clusters Score -1.269856e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 28459 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 16277 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 3234 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 17672 members 
Mstep: Class 24 contains 11338 members 
Mstep: Class 25 contains 11903 members 
Mstep: Class 26 contains 1107 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2741 members 
Mstep: Class 29 contains 8575 members 
Mstep: Class 30 contains 2079 members 
Mstep: Class 31 contains 3503 members 
Mstep: Class 32 contains 1330 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 26715 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2772 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1562 members 
Mstep: Class 39 contains 7589 members 
Mstep: Class 40 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698602.000000 Penalty: 80357.382812
Iteration 91Q: 41 clusters Score -1.26986e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 28453 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 16273 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 5640 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 5959 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 610 members 
Mstep: Class 23 contains 17639 members 
Mstep: Class 24 contains 11337 members 
Mstep: Class 25 contains 11901 members 
Mstep: Class 26 contains 1110 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2736 members 
Mstep: Class 29 contains 8611 members 
Mstep: Class 30 contains 2074 members 
Mstep: Class 31 contains 3446 members 
Mstep: Class 32 contains 1332 members 
Mstep: Class 33 contains 4078 members 
Mstep: Class 34 contains 26697 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2776 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1563 members 
Mstep: Class 39 contains 7604 members 
Mstep: Class 40 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698681.000000 Penalty: 80357.382812
Iteration 92Q: 41 clusters Score -1.269868e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 28449 members 
Mstep: Class 5 contains 4707 members 
Mstep: Class 6 contains 16271 members 
Mstep: Class 7 contains 8683 members 
Mstep: Class 8 contains 3325 members 
Mstep: Class 9 contains 5678 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 5752 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 5971 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6744 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 608 members 
Mstep: Class 23 contains 17610 members 
Mstep: Class 24 contains 11335 members 
Mstep: Class 25 contains 11899 members 
Mstep: Class 26 contains 1112 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2733 members 
Mstep: Class 29 contains 8641 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 3392 members 
Mstep: Class 32 contains 1334 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 26690 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2780 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1565 members 
Mstep: Class 39 contains 7613 members 
Mstep: Class 40 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698740.000000 Penalty: 80357.382812
Iteration 93Q: 41 clusters Score -1.269874e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 28446 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 16271 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 3319 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 5751 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 5982 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 606 members 
Mstep: Class 23 contains 17582 members 
Mstep: Class 24 contains 11335 members 
Mstep: Class 25 contains 11895 members 
Mstep: Class 26 contains 1116 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 8677 members 
Mstep: Class 30 contains 2067 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 1338 members 
Mstep: Class 33 contains 4076 members 
Mstep: Class 34 contains 26682 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1565 members 
Mstep: Class 39 contains 7612 members 
Mstep: Class 40 contains 1826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698769.000000 Penalty: 80357.382812
Iteration 94Q: 41 clusters Score -1.269877e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 2192 members 
Mstep: Class 4 contains 28443 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 16270 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 3318 members 
Mstep: Class 9 contains 5766 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 961 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 5752 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 1872 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 5989 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 605 members 
Mstep: Class 23 contains 17560 members 
Mstep: Class 24 contains 11335 members 
Mstep: Class 25 contains 11888 members 
Mstep: Class 26 contains 1117 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 8710 members 
Mstep: Class 30 contains 2066 members 
Mstep: Class 31 contains 3287 members 
Mstep: Class 32 contains 1341 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 26670 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2784 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1565 members 
Mstep: Class 39 contains 7612 members 
Mstep: Class 40 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698804.000000 Penalty: 80357.382812
Iteration 95Q: 41 clusters Score -1.26988e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3378 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 28440 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 16266 members 
Mstep: Class 7 contains 8635 members 
Mstep: Class 8 contains 3314 members 
Mstep: Class 9 contains 5805 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 957 members 
Mstep: Class 13 contains 10432 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 601 members 
Mstep: Class 23 contains 17537 members 
Mstep: Class 24 contains 11334 members 
Mstep: Class 25 contains 11889 members 
Mstep: Class 26 contains 1121 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 3246 members 
Mstep: Class 32 contains 1345 members 
Mstep: Class 33 contains 4072 members 
Mstep: Class 34 contains 26654 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2784 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1565 members 
Mstep: Class 39 contains 7602 members 
Mstep: Class 40 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698878.000000 Penalty: 80357.382812
Iteration 96Q: 41 clusters Score -1.269888e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 2190 members 
Mstep: Class 4 contains 28437 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 16262 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 9 contains 5852 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 952 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 5997 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6740 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 595 members 
Mstep: Class 23 contains 17515 members 
Mstep: Class 24 contains 11333 members 
Mstep: Class 25 contains 11888 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 8783 members 
Mstep: Class 30 contains 2063 members 
Mstep: Class 31 contains 3191 members 
Mstep: Class 32 contains 1350 members 
Mstep: Class 33 contains 4078 members 
Mstep: Class 34 contains 26637 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2787 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1566 members 
Mstep: Class 39 contains 7600 members 
Mstep: Class 40 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698932.000000 Penalty: 80357.382812
Iteration 97Q: 41 clusters Score -1.269893e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 28433 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 16259 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 10428 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 3234 members 
Mstep: Class 16 contains 1901 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 5997 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6746 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 590 members 
Mstep: Class 23 contains 17491 members 
Mstep: Class 24 contains 11334 members 
Mstep: Class 25 contains 11884 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 8825 members 
Mstep: Class 30 contains 2059 members 
Mstep: Class 31 contains 3146 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 4081 members 
Mstep: Class 34 contains 26620 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2790 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1569 members 
Mstep: Class 39 contains 7604 members 
Mstep: Class 40 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12698991.000000 Penalty: 80357.382812
Iteration 98Q: 41 clusters Score -1.269899e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 28432 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 16255 members 
Mstep: Class 7 contains 8590 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 941 members 
Mstep: Class 13 contains 10426 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 5996 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6751 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 17475 members 
Mstep: Class 24 contains 11334 members 
Mstep: Class 25 contains 11886 members 
Mstep: Class 26 contains 1129 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 8867 members 
Mstep: Class 30 contains 2055 members 
Mstep: Class 31 contains 3101 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 26602 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 2791 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 7592 members 
Mstep: Class 40 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699011.000000 Penalty: 80357.382812
Iteration 99Q: 41 clusters Score -1.269901e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 2188 members 
Mstep: Class 4 contains 28430 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 16250 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 3306 members 
Mstep: Class 9 contains 5974 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 1923 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 6000 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 584 members 
Mstep: Class 23 contains 17464 members 
Mstep: Class 24 contains 11333 members 
Mstep: Class 25 contains 11886 members 
Mstep: Class 26 contains 1130 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 8899 members 
Mstep: Class 30 contains 2054 members 
Mstep: Class 31 contains 3064 members 
Mstep: Class 32 contains 1352 members 
Mstep: Class 33 contains 4055 members 
Mstep: Class 34 contains 26580 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 2795 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 1573 members 
Mstep: Class 39 contains 7594 members 
Mstep: Class 40 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699405.000000 Penalty: 80357.382812
Iteration 100F: 41 clusters Score -1.26994e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3385 members 
Mstep: Class 3 contains 2187 members 
Mstep: Class 4 contains 28424 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 16246 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 3306 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 6003 members 
Mstep: Class 19 contains 447 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 579 members 
Mstep: Class 23 contains 17457 members 
Mstep: Class 24 contains 11331 members 
Mstep: Class 25 contains 11879 members 
Mstep: Class 26 contains 1131 members 
Mstep: Class 27 contains 2444 members 
Mstep: Class 28 contains 2742 members 
Mstep: Class 29 contains 8928 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 3024 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 4026 members 
Mstep: Class 34 contains 26568 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 2796 members 
Mstep: Class 37 contains 1082 members 
Mstep: Class 38 contains 1574 members 
Mstep: Class 39 contains 7600 members 
Mstep: Class 40 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699738.000000 Penalty: 80357.382812
Iteration 101Q: 41 clusters Score -1.269974e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2186 members 
Mstep: Class 4 contains 28408 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 16232 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 3309 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 10409 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 6007 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 6760 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 575 members 
Mstep: Class 23 contains 17448 members 
Mstep: Class 24 contains 11329 members 
Mstep: Class 25 contains 11868 members 
Mstep: Class 26 contains 1134 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 8967 members 
Mstep: Class 30 contains 2050 members 
Mstep: Class 31 contains 2982 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 4008 members 
Mstep: Class 34 contains 26560 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 2795 members 
Mstep: Class 37 contains 1109 members 
Mstep: Class 38 contains 1573 members 
Mstep: Class 39 contains 7601 members 
Mstep: Class 40 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12699989.000000 Penalty: 80357.382812
Iteration 102Q: 41 clusters Score -1.269999e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 28382 members 
Mstep: Class 5 contains 4719 members 
Mstep: Class 6 contains 16219 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 6074 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 6010 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 570 members 
Mstep: Class 23 contains 17428 members 
Mstep: Class 24 contains 11329 members 
Mstep: Class 25 contains 11863 members 
Mstep: Class 26 contains 1135 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 2746 members 
Mstep: Class 29 contains 9005 members 
Mstep: Class 30 contains 2049 members 
Mstep: Class 31 contains 2952 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 4002 members 
Mstep: Class 34 contains 26554 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 2797 members 
Mstep: Class 37 contains 1123 members 
Mstep: Class 38 contains 1571 members 
Mstep: Class 39 contains 7593 members 
Mstep: Class 40 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700110.000000 Penalty: 80357.382812
Iteration 103Q: 41 clusters Score -1.270011e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3398 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 28364 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 16213 members 
Mstep: Class 7 contains 8496 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6753 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 566 members 
Mstep: Class 23 contains 17414 members 
Mstep: Class 24 contains 11327 members 
Mstep: Class 25 contains 11858 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 9047 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 2929 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 3989 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 2797 members 
Mstep: Class 37 contains 1127 members 
Mstep: Class 38 contains 1568 members 
Mstep: Class 39 contains 7577 members 
Mstep: Class 40 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700194.000000 Penalty: 80357.382812
Iteration 104Q: 41 clusters Score -1.270019e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 28347 members 
Mstep: Class 5 contains 4744 members 
Mstep: Class 6 contains 16197 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 6118 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 921 members 
Mstep: Class 13 contains 10398 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 6012 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6755 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 562 members 
Mstep: Class 23 contains 17397 members 
Mstep: Class 24 contains 11326 members 
Mstep: Class 25 contains 11857 members 
Mstep: Class 26 contains 1149 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2752 members 
Mstep: Class 29 contains 9081 members 
Mstep: Class 30 contains 2047 members 
Mstep: Class 31 contains 2906 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 3984 members 
Mstep: Class 34 contains 26539 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2800 members 
Mstep: Class 37 contains 1131 members 
Mstep: Class 38 contains 1568 members 
Mstep: Class 39 contains 7581 members 
Mstep: Class 40 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700287.000000 Penalty: 80357.382812
Iteration 105Q: 41 clusters Score -1.270029e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 28334 members 
Mstep: Class 5 contains 4752 members 
Mstep: Class 6 contains 16187 members 
Mstep: Class 7 contains 8453 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 912 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 5759 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 6010 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6751 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 561 members 
Mstep: Class 23 contains 17385 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 11858 members 
Mstep: Class 26 contains 1157 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2753 members 
Mstep: Class 29 contains 9119 members 
Mstep: Class 30 contains 2045 members 
Mstep: Class 31 contains 2874 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 3988 members 
Mstep: Class 34 contains 26535 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2806 members 
Mstep: Class 37 contains 1134 members 
Mstep: Class 38 contains 1568 members 
Mstep: Class 39 contains 7572 members 
Mstep: Class 40 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700320.000000 Penalty: 80357.382812
Iteration 106Q: 41 clusters Score -1.270032e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 16174 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 10399 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6746 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 555 members 
Mstep: Class 23 contains 17372 members 
Mstep: Class 24 contains 11321 members 
Mstep: Class 25 contains 11859 members 
Mstep: Class 26 contains 1170 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 9160 members 
Mstep: Class 30 contains 2043 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 3992 members 
Mstep: Class 34 contains 26533 members 
Mstep: Class 35 contains 648 members 
Mstep: Class 36 contains 2809 members 
Mstep: Class 37 contains 1136 members 
Mstep: Class 38 contains 1567 members 
Mstep: Class 39 contains 7548 members 
Mstep: Class 40 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700481.000000 Penalty: 80357.382812
Iteration 107Q: 41 clusters Score -1.270048e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 2180 members 
Mstep: Class 4 contains 28319 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 16150 members 
Mstep: Class 7 contains 8410 members 
Mstep: Class 8 contains 3310 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 13 contains 10404 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 550 members 
Mstep: Class 23 contains 17363 members 
Mstep: Class 24 contains 11321 members 
Mstep: Class 25 contains 11857 members 
Mstep: Class 26 contains 1192 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 9191 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 3994 members 
Mstep: Class 34 contains 26528 members 
Mstep: Class 35 contains 647 members 
Mstep: Class 36 contains 2808 members 
Mstep: Class 37 contains 1138 members 
Mstep: Class 38 contains 1567 members 
Mstep: Class 39 contains 7534 members 
Mstep: Class 40 contains 1989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12700750.000000 Penalty: 80357.382812
Iteration 108Q: 41 clusters Score -1.270075e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 28314 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 16128 members 
Mstep: Class 7 contains 8394 members 
Mstep: Class 8 contains 3313 members 
Mstep: Class 9 contains 6227 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 6016 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 543 members 
Mstep: Class 23 contains 17337 members 
Mstep: Class 24 contains 11321 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 1231 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2749 members 
Mstep: Class 29 contains 9217 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 1353 members 
Mstep: Class 33 contains 3994 members 
Mstep: Class 34 contains 26521 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 2808 members 
Mstep: Class 37 contains 1140 members 
Mstep: Class 38 contains 1566 members 
Mstep: Class 39 contains 7520 members 
Mstep: Class 40 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701070.000000 Penalty: 80357.382812
Iteration 109Q: 41 clusters Score -1.270107e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 2175 members 
Mstep: Class 4 contains 28306 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 16068 members 
Mstep: Class 7 contains 8387 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 6242 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 538 members 
Mstep: Class 23 contains 17306 members 
Mstep: Class 24 contains 11320 members 
Mstep: Class 25 contains 11855 members 
Mstep: Class 26 contains 1256 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 9240 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 1354 members 
Mstep: Class 33 contains 4011 members 
Mstep: Class 34 contains 26509 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 2808 members 
Mstep: Class 37 contains 1141 members 
Mstep: Class 38 contains 1564 members 
Mstep: Class 39 contains 7507 members 
Mstep: Class 40 contains 2013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701286.000000 Penalty: 80357.382812
Iteration 110Q: 41 clusters Score -1.270129e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 28303 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 16018 members 
Mstep: Class 7 contains 8371 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 9 contains 6254 members 
Mstep: Class 10 contains 11372 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 961 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6025 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 534 members 
Mstep: Class 23 contains 17272 members 
Mstep: Class 24 contains 11319 members 
Mstep: Class 25 contains 11856 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 9263 members 
Mstep: Class 30 contains 2041 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 1354 members 
Mstep: Class 33 contains 4018 members 
Mstep: Class 34 contains 26507 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 2808 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1562 members 
Mstep: Class 39 contains 7500 members 
Mstep: Class 40 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701362.000000 Penalty: 80357.382812
Iteration 111Q: 41 clusters Score -1.270136e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3400 members 
Mstep: Class 3 contains 2156 members 
Mstep: Class 4 contains 28300 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 15974 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 3302 members 
Mstep: Class 9 contains 6263 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 998 members 
Mstep: Class 13 contains 10397 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6739 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 528 members 
Mstep: Class 23 contains 17237 members 
Mstep: Class 24 contains 11318 members 
Mstep: Class 25 contains 11854 members 
Mstep: Class 26 contains 1308 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2747 members 
Mstep: Class 29 contains 9283 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 2732 members 
Mstep: Class 32 contains 1355 members 
Mstep: Class 33 contains 4019 members 
Mstep: Class 34 contains 26508 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 2809 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1561 members 
Mstep: Class 39 contains 7488 members 
Mstep: Class 40 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701457.000000 Penalty: 80357.382812
Iteration 112Q: 41 clusters Score -1.270146e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 28297 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 15939 members 
Mstep: Class 7 contains 8346 members 
Mstep: Class 8 contains 3293 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 6032 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 525 members 
Mstep: Class 23 contains 17209 members 
Mstep: Class 24 contains 11317 members 
Mstep: Class 25 contains 11851 members 
Mstep: Class 26 contains 1324 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2744 members 
Mstep: Class 29 contains 9305 members 
Mstep: Class 30 contains 2040 members 
Mstep: Class 31 contains 2723 members 
Mstep: Class 32 contains 1357 members 
Mstep: Class 33 contains 4021 members 
Mstep: Class 34 contains 26506 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 2811 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1561 members 
Mstep: Class 39 contains 7470 members 
Mstep: Class 40 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701528.000000 Penalty: 80357.382812
Iteration 113Q: 41 clusters Score -1.270153e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3396 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 28294 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 15913 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 3285 members 
Mstep: Class 9 contains 6283 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 13 contains 10402 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 2037 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 6032 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6733 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 523 members 
Mstep: Class 23 contains 17189 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11849 members 
Mstep: Class 26 contains 1340 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2748 members 
Mstep: Class 29 contains 9330 members 
Mstep: Class 30 contains 2038 members 
Mstep: Class 31 contains 2717 members 
Mstep: Class 32 contains 1359 members 
Mstep: Class 33 contains 4032 members 
Mstep: Class 34 contains 26500 members 
Mstep: Class 35 contains 645 members 
Mstep: Class 36 contains 2814 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1561 members 
Mstep: Class 39 contains 7442 members 
Mstep: Class 40 contains 2078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701579.000000 Penalty: 80357.382812
Iteration 114Q: 41 clusters Score -1.270158e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 28291 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 15895 members 
Mstep: Class 7 contains 8318 members 
Mstep: Class 8 contains 3279 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 11367 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 520 members 
Mstep: Class 23 contains 17166 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11848 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 9346 members 
Mstep: Class 30 contains 2036 members 
Mstep: Class 31 contains 2709 members 
Mstep: Class 32 contains 1361 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 26496 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 2817 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1559 members 
Mstep: Class 39 contains 7437 members 
Mstep: Class 40 contains 2097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701620.000000 Penalty: 80357.382812
Iteration 115Q: 41 clusters Score -1.270162e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3390 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 28288 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 15887 members 
Mstep: Class 7 contains 8304 members 
Mstep: Class 8 contains 3275 members 
Mstep: Class 9 contains 6301 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1059 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6731 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 520 members 
Mstep: Class 23 contains 17151 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11846 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2752 members 
Mstep: Class 29 contains 9365 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 1362 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26492 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 2820 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1557 members 
Mstep: Class 39 contains 7429 members 
Mstep: Class 40 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701640.000000 Penalty: 80357.382812
Iteration 116Q: 41 clusters Score -1.270164e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 28286 members 
Mstep: Class 5 contains 4827 members 
Mstep: Class 6 contains 15879 members 
Mstep: Class 7 contains 8287 members 
Mstep: Class 8 contains 3268 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1064 members 
Mstep: Class 13 contains 10403 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 444 members 
Mstep: Class 20 contains 6729 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 519 members 
Mstep: Class 23 contains 17125 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 1361 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 9378 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2693 members 
Mstep: Class 32 contains 1363 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 26490 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2821 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1554 members 
Mstep: Class 39 contains 7427 members 
Mstep: Class 40 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701681.000000 Penalty: 80357.382812
Iteration 117Q: 41 clusters Score -1.270168e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 28284 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15875 members 
Mstep: Class 7 contains 8270 members 
Mstep: Class 8 contains 3265 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1067 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 17101 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11845 members 
Mstep: Class 26 contains 1372 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2751 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2683 members 
Mstep: Class 32 contains 1365 members 
Mstep: Class 33 contains 4047 members 
Mstep: Class 34 contains 26492 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1142 members 
Mstep: Class 38 contains 1553 members 
Mstep: Class 39 contains 7425 members 
Mstep: Class 40 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12701708.000000 Penalty: 80357.382812
Iteration 118Q: 41 clusters Score -1.270171e+07 nChanged 132
Entering ConstructFrom: 
Score: -12701708.000000 Penalty: 80357.382812
Entering ConstructFrom: 
Trying to split cluster 1 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -38893.535156 Penalty: 1124.769409
	Iteration 0F: 2 clusters Score -38893.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -37538.367188 Penalty: 2249.538818
	Iteration 0F: 3 clusters Score -37538.37 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38117.777344 Penalty: 2249.538818
	Iteration 1F: 3 clusters Score -38117.78 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -38408.089844 Penalty: 2249.538818
	Iteration 2F: 3 clusters Score -38408.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38540.300781 Penalty: 2249.538818
	Iteration 3F: 3 clusters Score -38540.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -38606.281250 Penalty: 2249.538818
	Iteration 4Q: 3 clusters Score -38606.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38644.074219 Penalty: 2249.538818
	Iteration 5Q: 3 clusters Score -38644.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38660.746094 Penalty: 2249.538818
	Iteration 6Q: 3 clusters Score -38660.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38672.671875 Penalty: 2249.538818
	Iteration 7Q: 3 clusters Score -38672.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38680.917969 Penalty: 2249.538818
	Iteration 8Q: 3 clusters Score -38680.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -38686.464844 Penalty: 2249.538818
	Iteration 9Q: 3 clusters Score -38686.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38693.796875 Penalty: 2249.538818
	Iteration 10Q: 3 clusters Score -38693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38708.804688 Penalty: 2249.538818
	Iteration 11Q: 3 clusters Score -38708.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38735.945312 Penalty: 2249.538818
	Iteration 12Q: 3 clusters Score -38735.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -38756.171875 Penalty: 2249.538818
	Iteration 13Q: 3 clusters Score -38756.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38760.222656 Penalty: 2249.538818
	Iteration 14Q: 3 clusters Score -38760.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38763.730469 Penalty: 2249.538818
	Iteration 15Q: 3 clusters Score -38763.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -38763.730469 Penalty: 2249.538818
	Iteration 16F: 3 clusters Score -38763.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Entering Unmasked Estep 
Score: -186743.718750 Penalty: 1320.751221
	Iteration 0F: 2 clusters Score -186743.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -183793.093750 Penalty: 2641.502441
	Iteration 0F: 3 clusters Score -183793.1 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -184495.937500 Penalty: 2641.502441
	Iteration 1F: 3 clusters Score -184495.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -184629.109375 Penalty: 2641.502441
	Iteration 2F: 3 clusters Score -184629.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -184705.343750 Penalty: 2641.502441
	Iteration 3Q: 3 clusters Score -184705.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -184750.578125 Penalty: 2641.502441
	Iteration 4Q: 3 clusters Score -184750.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -184795.140625 Penalty: 2641.502441
	Iteration 5Q: 3 clusters Score -184795.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -184818.953125 Penalty: 2641.502441
	Iteration 6Q: 3 clusters Score -184819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -184837.890625 Penalty: 2641.502441
	Iteration 7Q: 3 clusters Score -184837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -184857.828125 Penalty: 2641.502441
	Iteration 8Q: 3 clusters Score -184857.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -184873.781250 Penalty: 2641.502441
	Iteration 9Q: 3 clusters Score -184873.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -184890.140625 Penalty: 2641.502441
	Iteration 10Q: 3 clusters Score -184890.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -184909.890625 Penalty: 2641.502441
	Iteration 11Q: 3 clusters Score -184909.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -184926.765625 Penalty: 2641.502441
	Iteration 12Q: 3 clusters Score -184926.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -184943.968750 Penalty: 2641.502441
	Iteration 13Q: 3 clusters Score -184944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -184954.593750 Penalty: 2641.502441
	Iteration 14Q: 3 clusters Score -184954.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -184970.968750 Penalty: 2641.502441
	Iteration 15Q: 3 clusters Score -184971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -184994.203125 Penalty: 2641.502441
	Iteration 16Q: 3 clusters Score -184994.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -185022.171875 Penalty: 2641.502441
	Iteration 17Q: 3 clusters Score -185022.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -185053.406250 Penalty: 2641.502441
	Iteration 18Q: 3 clusters Score -185053.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -185087.312500 Penalty: 2641.502441
	Iteration 19Q: 3 clusters Score -185087.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -185121.000000 Penalty: 2641.502441
	Iteration 20F: 3 clusters Score -185121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -185161.250000 Penalty: 2641.502441
	Iteration 21Q: 3 clusters Score -185161.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -185198.828125 Penalty: 2641.502441
	Iteration 22Q: 3 clusters Score -185198.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -185246.375000 Penalty: 2641.502441
	Iteration 23Q: 3 clusters Score -185246.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -185317.640625 Penalty: 2641.502441
	Iteration 24Q: 3 clusters Score -185317.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -185386.750000 Penalty: 2641.502441
	Iteration 25Q: 3 clusters Score -185386.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -185440.640625 Penalty: 2641.502441
	Iteration 26Q: 3 clusters Score -185440.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -185497.281250 Penalty: 2641.502441
	Iteration 27Q: 3 clusters Score -185497.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -185544.515625 Penalty: 2641.502441
	Iteration 28Q: 3 clusters Score -185544.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -185592.484375 Penalty: 2641.502441
	Iteration 29Q: 3 clusters Score -185592.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -185634.359375 Penalty: 2641.502441
	Iteration 30Q: 3 clusters Score -185634.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -185665.078125 Penalty: 2641.502441
	Iteration 31Q: 3 clusters Score -185665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -185685.218750 Penalty: 2641.502441
	Iteration 32Q: 3 clusters Score -185685.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -185699.796875 Penalty: 2641.502441
	Iteration 33Q: 3 clusters Score -185699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -185710.640625 Penalty: 2641.502441
	Iteration 34Q: 3 clusters Score -185710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -185718.421875 Penalty: 2641.502441
	Iteration 35Q: 3 clusters Score -185718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -185726.437500 Penalty: 2641.502441
	Iteration 36Q: 3 clusters Score -185726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -185736.359375 Penalty: 2641.502441
	Iteration 37Q: 3 clusters Score -185736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -185742.281250 Penalty: 2641.502441
	Iteration 38Q: 3 clusters Score -185742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -185743.812500 Penalty: 2641.502441
	Iteration 39Q: 3 clusters Score -185743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -185743.812500 Penalty: 2641.502441
	Iteration 40F: 3 clusters Score -185743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -116757.039062 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -116757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -114609.578125 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -114609.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -115159.632812 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -115159.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -115429.929688 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -115429.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -115659.132812 Penalty: 2485.995361
	Iteration 3F: 3 clusters Score -115659.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -115815.875000 Penalty: 2485.995361
	Iteration 4F: 3 clusters Score -115815.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -115928.625000 Penalty: 2485.995361
	Iteration 5F: 3 clusters Score -115928.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -116017.828125 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -116017.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -116092.398438 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -116092.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -116146.562500 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -116146.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -116184.750000 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -116184.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -116210.234375 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -116210.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -116225.531250 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -116225.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -116235.906250 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -116235.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -116242.218750 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -116242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -116246.148438 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -116246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -116249.093750 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -116249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -116249.093750 Penalty: 2485.995361
	Iteration 16F: 3 clusters Score -116249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Entering Unmasked Estep 
Score: -1644933.875000 Penalty: 1665.627686
	Iteration 0F: 2 clusters Score -1644934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1625840.750000 Penalty: 3331.255371
	Iteration 0F: 3 clusters Score -1625841 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1633169.750000 Penalty: 3331.255371
	Iteration 1F: 3 clusters Score -1633170 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1633833.000000 Penalty: 3331.255371
	Iteration 2F: 3 clusters Score -1633833 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1634691.625000 Penalty: 3331.255371
	Iteration 3F: 3 clusters Score -1634692 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1635717.500000 Penalty: 3331.255371
	Iteration 4F: 3 clusters Score -1635718 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1636849.875000 Penalty: 3331.255371
	Iteration 5F: 3 clusters Score -1636850 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1637943.750000 Penalty: 3331.255371
	Iteration 6F: 3 clusters Score -1637944 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1638849.250000 Penalty: 3331.255371
	Iteration 7F: 3 clusters Score -1638849 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1639539.875000 Penalty: 3331.255371
	Iteration 8F: 3 clusters Score -1639540 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1639973.375000 Penalty: 3331.255371
	Iteration 9Q: 3 clusters Score -1639973 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1640295.375000 Penalty: 3331.255371
	Iteration 10Q: 3 clusters Score -1640295 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1640488.625000 Penalty: 3331.255371
	Iteration 11Q: 3 clusters Score -1640489 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1640634.375000 Penalty: 3331.255371
	Iteration 12Q: 3 clusters Score -1640634 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1640760.250000 Penalty: 3331.255371
	Iteration 13Q: 3 clusters Score -1640760 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1640882.250000 Penalty: 3331.255371
	Iteration 14Q: 3 clusters Score -1640882 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1641057.500000 Penalty: 3331.255371
	Iteration 15Q: 3 clusters Score -1641058 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1641280.375000 Penalty: 3331.255371
	Iteration 16Q: 3 clusters Score -1641280 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1641570.375000 Penalty: 3331.255371
	Iteration 17Q: 3 clusters Score -1641570 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1641853.500000 Penalty: 3331.255371
	Iteration 18Q: 3 clusters Score -1641854 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1642133.000000 Penalty: 3331.255371
	Iteration 19Q: 3 clusters Score -1642133 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1642391.875000 Penalty: 3331.255371
	Iteration 20F: 3 clusters Score -1642392 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1642604.125000 Penalty: 3331.255371
	Iteration 21Q: 3 clusters Score -1642604 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1642743.375000 Penalty: 3331.255371
	Iteration 22Q: 3 clusters Score -1642743 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1642876.125000 Penalty: 3331.255371
	Iteration 23Q: 3 clusters Score -1642876 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1642990.375000 Penalty: 3331.255371
	Iteration 24Q: 3 clusters Score -1642990 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1643097.000000 Penalty: 3331.255371
	Iteration 25Q: 3 clusters Score -1643097 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1643192.250000 Penalty: 3331.255371
	Iteration 26Q: 3 clusters Score -1643192 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1643278.125000 Penalty: 3331.255371
	Iteration 27Q: 3 clusters Score -1643278 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1643351.375000 Penalty: 3331.255371
	Iteration 28Q: 3 clusters Score -1643351 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1643414.000000 Penalty: 3331.255371
	Iteration 29Q: 3 clusters Score -1643414 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1643483.625000 Penalty: 3331.255371
	Iteration 30Q: 3 clusters Score -1643484 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1643543.375000 Penalty: 3331.255371
	Iteration 31Q: 3 clusters Score -1643543 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1643598.125000 Penalty: 3331.255371
	Iteration 32Q: 3 clusters Score -1643598 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1643649.250000 Penalty: 3331.255371
	Iteration 33Q: 3 clusters Score -1643649 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1643689.375000 Penalty: 3331.255371
	Iteration 34Q: 3 clusters Score -1643689 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1643728.875000 Penalty: 3331.255371
	Iteration 35Q: 3 clusters Score -1643729 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1643768.500000 Penalty: 3331.255371
	Iteration 36Q: 3 clusters Score -1643768 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1643809.125000 Penalty: 3331.255371
	Iteration 37Q: 3 clusters Score -1643809 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1643836.750000 Penalty: 3331.255371
	Iteration 38Q: 3 clusters Score -1643837 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1643876.875000 Penalty: 3331.255371
	Iteration 39Q: 3 clusters Score -1643877 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1643902.125000 Penalty: 3331.255371
	Iteration 40F: 3 clusters Score -1643902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1643931.250000 Penalty: 3331.255371
	Iteration 41Q: 3 clusters Score -1643931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1643941.875000 Penalty: 3331.255371
	Iteration 42Q: 3 clusters Score -1643942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1643962.250000 Penalty: 3331.255371
	Iteration 43Q: 3 clusters Score -1643962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1643968.000000 Penalty: 3331.255371
	Iteration 44Q: 3 clusters Score -1643968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1643981.750000 Penalty: 3331.255371
	Iteration 45Q: 3 clusters Score -1643982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -1643985.250000 Penalty: 3331.255371
	Iteration 46Q: 3 clusters Score -1643985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -1643988.375000 Penalty: 3331.255371
	Iteration 47Q: 3 clusters Score -1643988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1643997.250000 Penalty: 3331.255371
	Iteration 48Q: 3 clusters Score -1643997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -1644006.250000 Penalty: 3331.255371
	Iteration 49Q: 3 clusters Score -1644006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1644013.500000 Penalty: 3331.255371
	Iteration 50Q: 3 clusters Score -1644014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1644023.750000 Penalty: 3331.255371
	Iteration 51Q: 3 clusters Score -1644024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1644026.750000 Penalty: 3331.255371
	Iteration 52Q: 3 clusters Score -1644027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -1644037.625000 Penalty: 3331.255371
	Iteration 53Q: 3 clusters Score -1644038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1644045.125000 Penalty: 3331.255371
	Iteration 54Q: 3 clusters Score -1644045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -1644050.125000 Penalty: 3331.255371
	Iteration 55Q: 3 clusters Score -1644050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1644047.625000 Penalty: 3331.255371
	Iteration 56Q: 3 clusters Score -1644048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1644052.125000 Penalty: 3331.255371
	Iteration 57Q: 3 clusters Score -1644052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -1644055.000000 Penalty: 3331.255371
	Iteration 58Q: 3 clusters Score -1644055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -1644055.750000 Penalty: 3331.255371
	Iteration 59Q: 3 clusters Score -1644056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1644056.375000 Penalty: 3331.255371
	Iteration 60F: 3 clusters Score -1644056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -1644064.500000 Penalty: 3331.255371
	Iteration 61Q: 3 clusters Score -1644064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -1644060.875000 Penalty: 3331.255371
	Iteration 62Q: 3 clusters Score -1644061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1644065.625000 Penalty: 3331.255371
	Iteration 63Q: 3 clusters Score -1644066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1644066.250000 Penalty: 3331.255371
	Iteration 64Q: 3 clusters Score -1644066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1644070.125000 Penalty: 3331.255371
	Iteration 65Q: 3 clusters Score -1644070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -1644069.125000 Penalty: 3331.255371
	Iteration 66Q: 3 clusters Score -1644069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -1644067.375000 Penalty: 3331.255371
	Iteration 67Q: 3 clusters Score -1644067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -1644070.875000 Penalty: 3331.255371
	Iteration 68Q: 3 clusters Score -1644071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -1644073.750000 Penalty: 3331.255371
	Iteration 69Q: 3 clusters Score -1644074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -1644073.000000 Penalty: 3331.255371
	Iteration 70Q: 3 clusters Score -1644073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1644067.500000 Penalty: 3331.255371
	Iteration 71Q: 3 clusters Score -1644068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -1644069.125000 Penalty: 3331.255371
	Iteration 72Q: 3 clusters Score -1644069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1644074.875000 Penalty: 3331.255371
	Iteration 73Q: 3 clusters Score -1644075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -1644071.500000 Penalty: 3331.255371
	Iteration 74Q: 3 clusters Score -1644072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -1644071.125000 Penalty: 3331.255371
	Iteration 75Q: 3 clusters Score -1644071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1644069.375000 Penalty: 3331.255371
	Iteration 76Q: 3 clusters Score -1644069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1644068.125000 Penalty: 3331.255371
	Iteration 77Q: 3 clusters Score -1644068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1644070.750000 Penalty: 3331.255371
	Iteration 78Q: 3 clusters Score -1644071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -1644071.375000 Penalty: 3331.255371
	Iteration 79Q: 3 clusters Score -1644071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1644067.250000 Penalty: 3331.255371
	Iteration 80F: 3 clusters Score -1644067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -230154.718750 Penalty: 1378.254517
	Iteration 0F: 2 clusters Score -230154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -226360.703125 Penalty: 2756.509033
	Iteration 0F: 3 clusters Score -226360.7 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -227774.500000 Penalty: 2756.509033
	Iteration 1F: 3 clusters Score -227774.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -228361.875000 Penalty: 2756.509033
	Iteration 2F: 3 clusters Score -228361.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -228760.843750 Penalty: 2756.509033
	Iteration 3F: 3 clusters Score -228760.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -229064.953125 Penalty: 2756.509033
	Iteration 4F: 3 clusters Score -229065 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -229304.593750 Penalty: 2756.509033
	Iteration 5F: 3 clusters Score -229304.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -229498.875000 Penalty: 2756.509033
	Iteration 6Q: 3 clusters Score -229498.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -229629.656250 Penalty: 2756.509033
	Iteration 7Q: 3 clusters Score -229629.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -229714.875000 Penalty: 2756.509033
	Iteration 8Q: 3 clusters Score -229714.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -229774.687500 Penalty: 2756.509033
	Iteration 9Q: 3 clusters Score -229774.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229808.296875 Penalty: 2756.509033
	Iteration 10Q: 3 clusters Score -229808.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -229832.593750 Penalty: 2756.509033
	Iteration 11Q: 3 clusters Score -229832.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229850.859375 Penalty: 2756.509033
	Iteration 12Q: 3 clusters Score -229850.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229869.343750 Penalty: 2756.509033
	Iteration 13Q: 3 clusters Score -229869.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229880.218750 Penalty: 2756.509033
	Iteration 14Q: 3 clusters Score -229880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229886.296875 Penalty: 2756.509033
	Iteration 15Q: 3 clusters Score -229886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229889.187500 Penalty: 2756.509033
	Iteration 16Q: 3 clusters Score -229889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -229891.437500 Penalty: 2756.509033
	Iteration 17Q: 3 clusters Score -229891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -229891.859375 Penalty: 2756.509033
	Iteration 18Q: 3 clusters Score -229891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -229892.421875 Penalty: 2756.509033
	Iteration 19Q: 3 clusters Score -229892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -229892.828125 Penalty: 2756.509033
	Iteration 20F: 3 clusters Score -229892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -229892.937500 Penalty: 2756.509033
	Iteration 21Q: 3 clusters Score -229892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -229892.937500 Penalty: 2756.509033
	Iteration 22F: 3 clusters Score -229892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Entering Unmasked Estep 
Score: -937008.000000 Penalty: 1571.730225
	Iteration 0F: 2 clusters Score -937008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -926091.875000 Penalty: 3143.460449
	Iteration 0F: 3 clusters Score -926091.9 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -930027.625000 Penalty: 3143.460449
	Iteration 1F: 3 clusters Score -930027.6 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -930668.875000 Penalty: 3143.460449
	Iteration 2F: 3 clusters Score -930668.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -931464.062500 Penalty: 3143.460449
	Iteration 3F: 3 clusters Score -931464.1 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -932406.125000 Penalty: 3143.460449
	Iteration 4F: 3 clusters Score -932406.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -933178.187500 Penalty: 3143.460449
	Iteration 5F: 3 clusters Score -933178.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -933668.187500 Penalty: 3143.460449
	Iteration 6F: 3 clusters Score -933668.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -933982.000000 Penalty: 3143.460449
	Iteration 7Q: 3 clusters Score -933982 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -934213.562500 Penalty: 3143.460449
	Iteration 8Q: 3 clusters Score -934213.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -934376.937500 Penalty: 3143.460449
	Iteration 9Q: 3 clusters Score -934376.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -934500.437500 Penalty: 3143.460449
	Iteration 10Q: 3 clusters Score -934500.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -934594.875000 Penalty: 3143.460449
	Iteration 11Q: 3 clusters Score -934594.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -934675.000000 Penalty: 3143.460449
	Iteration 12Q: 3 clusters Score -934675 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -934740.437500 Penalty: 3143.460449
	Iteration 13Q: 3 clusters Score -934740.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -934804.500000 Penalty: 3143.460449
	Iteration 14Q: 3 clusters Score -934804.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -934856.750000 Penalty: 3143.460449
	Iteration 15Q: 3 clusters Score -934856.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -934915.562500 Penalty: 3143.460449
	Iteration 16Q: 3 clusters Score -934915.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -934959.187500 Penalty: 3143.460449
	Iteration 17Q: 3 clusters Score -934959.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -934999.000000 Penalty: 3143.460449
	Iteration 18Q: 3 clusters Score -934999 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -935042.187500 Penalty: 3143.460449
	Iteration 19Q: 3 clusters Score -935042.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -935088.625000 Penalty: 3143.460449
	Iteration 20F: 3 clusters Score -935088.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -935126.187500 Penalty: 3143.460449
	Iteration 21Q: 3 clusters Score -935126.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -935159.500000 Penalty: 3143.460449
	Iteration 22Q: 3 clusters Score -935159.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -935198.750000 Penalty: 3143.460449
	Iteration 23Q: 3 clusters Score -935198.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -935240.312500 Penalty: 3143.460449
	Iteration 24Q: 3 clusters Score -935240.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -935277.125000 Penalty: 3143.460449
	Iteration 25Q: 3 clusters Score -935277.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -935305.937500 Penalty: 3143.460449
	Iteration 26Q: 3 clusters Score -935305.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -935334.500000 Penalty: 3143.460449
	Iteration 27Q: 3 clusters Score -935334.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -935363.625000 Penalty: 3143.460449
	Iteration 28Q: 3 clusters Score -935363.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -935390.750000 Penalty: 3143.460449
	Iteration 29Q: 3 clusters Score -935390.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -935411.687500 Penalty: 3143.460449
	Iteration 30Q: 3 clusters Score -935411.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -935428.250000 Penalty: 3143.460449
	Iteration 31Q: 3 clusters Score -935428.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -935445.000000 Penalty: 3143.460449
	Iteration 32Q: 3 clusters Score -935445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -935461.062500 Penalty: 3143.460449
	Iteration 33Q: 3 clusters Score -935461.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -935476.312500 Penalty: 3143.460449
	Iteration 34Q: 3 clusters Score -935476.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -935482.562500 Penalty: 3143.460449
	Iteration 35Q: 3 clusters Score -935482.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -935492.750000 Penalty: 3143.460449
	Iteration 36Q: 3 clusters Score -935492.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -935506.375000 Penalty: 3143.460449
	Iteration 37Q: 3 clusters Score -935506.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -935520.437500 Penalty: 3143.460449
	Iteration 38Q: 3 clusters Score -935520.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -935528.000000 Penalty: 3143.460449
	Iteration 39Q: 3 clusters Score -935528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -935537.750000 Penalty: 3143.460449
	Iteration 40F: 3 clusters Score -935537.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -935547.562500 Penalty: 3143.460449
	Iteration 41Q: 3 clusters Score -935547.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -935557.500000 Penalty: 3143.460449
	Iteration 42Q: 3 clusters Score -935557.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -935565.062500 Penalty: 3143.460449
	Iteration 43Q: 3 clusters Score -935565.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -935571.625000 Penalty: 3143.460449
	Iteration 44Q: 3 clusters Score -935571.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -935583.500000 Penalty: 3143.460449
	Iteration 45Q: 3 clusters Score -935583.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -935590.062500 Penalty: 3143.460449
	Iteration 46Q: 3 clusters Score -935590.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -935599.562500 Penalty: 3143.460449
	Iteration 47Q: 3 clusters Score -935599.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -935607.062500 Penalty: 3143.460449
	Iteration 48Q: 3 clusters Score -935607.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -935615.687500 Penalty: 3143.460449
	Iteration 49Q: 3 clusters Score -935615.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -935621.937500 Penalty: 3143.460449
	Iteration 50Q: 3 clusters Score -935621.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -935626.812500 Penalty: 3143.460449
	Iteration 51Q: 3 clusters Score -935626.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -935633.500000 Penalty: 3143.460449
	Iteration 52Q: 3 clusters Score -935633.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -935636.687500 Penalty: 3143.460449
	Iteration 53Q: 3 clusters Score -935636.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -935639.562500 Penalty: 3143.460449
	Iteration 54Q: 3 clusters Score -935639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -935643.375000 Penalty: 3143.460449
	Iteration 55Q: 3 clusters Score -935643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -935645.750000 Penalty: 3143.460449
	Iteration 56Q: 3 clusters Score -935645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -935647.687500 Penalty: 3143.460449
	Iteration 57Q: 3 clusters Score -935647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -935648.312500 Penalty: 3143.460449
	Iteration 58Q: 3 clusters Score -935648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -935648.312500 Penalty: 3143.460449
	Iteration 59F: 3 clusters Score -935648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Entering Unmasked Estep 
Score: -486722.093750 Penalty: 1465.419800
	Iteration 0F: 2 clusters Score -486722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -480703.843750 Penalty: 2930.839600
	Iteration 0F: 3 clusters Score -480703.8 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -482908.750000 Penalty: 2930.839600
	Iteration 1F: 3 clusters Score -482908.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -483506.062500 Penalty: 2930.839600
	Iteration 2F: 3 clusters Score -483506.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -484096.750000 Penalty: 2930.839600
	Iteration 3F: 3 clusters Score -484096.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -484682.843750 Penalty: 2930.839600
	Iteration 4F: 3 clusters Score -484682.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -485255.968750 Penalty: 2930.839600
	Iteration 5F: 3 clusters Score -485256 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -485743.750000 Penalty: 2930.839600
	Iteration 6F: 3 clusters Score -485743.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -486273.937500 Penalty: 2930.839600
	Iteration 7F: 3 clusters Score -486273.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -486814.843750 Penalty: 2930.839600
	Iteration 8Q: 3 clusters Score -486814.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -487186.000000 Penalty: 2930.839600
	Iteration 9Q: 3 clusters Score -487186 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -487284.281250 Penalty: 2930.839600
	Iteration 10Q: 3 clusters Score -487284.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -487322.750000 Penalty: 2930.839600
	Iteration 11Q: 3 clusters Score -487322.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -487347.968750 Penalty: 2930.839600
	Iteration 12Q: 3 clusters Score -487348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -487362.562500 Penalty: 2930.839600
	Iteration 13Q: 3 clusters Score -487362.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -487370.500000 Penalty: 2930.839600
	Iteration 14Q: 3 clusters Score -487370.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -487375.375000 Penalty: 2930.839600
	Iteration 15Q: 3 clusters Score -487375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -487379.781250 Penalty: 2930.839600
	Iteration 16Q: 3 clusters Score -487379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -487383.093750 Penalty: 2930.839600
	Iteration 17Q: 3 clusters Score -487383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -487386.250000 Penalty: 2930.839600
	Iteration 18Q: 3 clusters Score -487386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -487392.187500 Penalty: 2930.839600
	Iteration 19Q: 3 clusters Score -487392.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -487396.906250 Penalty: 2930.839600
	Iteration 20F: 3 clusters Score -487396.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -487401.312500 Penalty: 2930.839600
	Iteration 21Q: 3 clusters Score -487401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -487406.500000 Penalty: 2930.839600
	Iteration 22Q: 3 clusters Score -487406.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -487408.625000 Penalty: 2930.839600
	Iteration 23Q: 3 clusters Score -487408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -487410.906250 Penalty: 2930.839600
	Iteration 24Q: 3 clusters Score -487410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -487411.937500 Penalty: 2930.839600
	Iteration 25Q: 3 clusters Score -487411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -487417.218750 Penalty: 2930.839600
	Iteration 26Q: 3 clusters Score -487417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -487420.781250 Penalty: 2930.839600
	Iteration 27Q: 3 clusters Score -487420.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -487422.500000 Penalty: 2930.839600
	Iteration 28Q: 3 clusters Score -487422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -487426.375000 Penalty: 2930.839600
	Iteration 29Q: 3 clusters Score -487426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -487429.937500 Penalty: 2930.839600
	Iteration 30Q: 3 clusters Score -487429.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -487432.218750 Penalty: 2930.839600
	Iteration 31Q: 3 clusters Score -487432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -487436.843750 Penalty: 2930.839600
	Iteration 32Q: 3 clusters Score -487436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -487439.187500 Penalty: 2930.839600
	Iteration 33Q: 3 clusters Score -487439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -487441.406250 Penalty: 2930.839600
	Iteration 34Q: 3 clusters Score -487441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -487443.562500 Penalty: 2930.839600
	Iteration 35Q: 3 clusters Score -487443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -487444.656250 Penalty: 2930.839600
	Iteration 36Q: 3 clusters Score -487444.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -487445.843750 Penalty: 2930.839600
	Iteration 37Q: 3 clusters Score -487445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -487446.656250 Penalty: 2930.839600
	Iteration 38Q: 3 clusters Score -487446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -487447.031250 Penalty: 2930.839600
	Iteration 39Q: 3 clusters Score -487447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -487447.031250 Penalty: 2930.839600
	Iteration 40F: 3 clusters Score -487447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 28283 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 17082 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9387 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26494 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1143 members 
Mstep: Class 38 contains 1552 members 
Mstep: Class 39 contains 7421 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 2919 members 
Entering Unmasked Estep 
Score: -12701891.000000 Penalty: 82366.320312
Splitting cluster 7 changes total score from -12701708.000000 to -12701891.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 8 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -188699.406250 Penalty: 1314.590820
	Iteration 0F: 2 clusters Score -188699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -185867.203125 Penalty: 2629.181641
	Iteration 0F: 3 clusters Score -185867.2 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -186566.296875 Penalty: 2629.181641
	Iteration 1F: 3 clusters Score -186566.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -186744.687500 Penalty: 2629.181641
	Iteration 2F: 3 clusters Score -186744.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -186885.937500 Penalty: 2629.181641
	Iteration 3F: 3 clusters Score -186885.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -187041.562500 Penalty: 2629.181641
	Iteration 4F: 3 clusters Score -187041.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -187253.812500 Penalty: 2629.181641
	Iteration 5F: 3 clusters Score -187253.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -187479.625000 Penalty: 2629.181641
	Iteration 6F: 3 clusters Score -187479.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -187721.093750 Penalty: 2629.181641
	Iteration 7F: 3 clusters Score -187721.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -187913.421875 Penalty: 2629.181641
	Iteration 8F: 3 clusters Score -187913.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -188023.828125 Penalty: 2629.181641
	Iteration 9Q: 3 clusters Score -188023.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -188131.750000 Penalty: 2629.181641
	Iteration 10Q: 3 clusters Score -188131.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -188233.250000 Penalty: 2629.181641
	Iteration 11Q: 3 clusters Score -188233.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -188310.015625 Penalty: 2629.181641
	Iteration 12Q: 3 clusters Score -188310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -188385.843750 Penalty: 2629.181641
	Iteration 13Q: 3 clusters Score -188385.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -188465.859375 Penalty: 2629.181641
	Iteration 14Q: 3 clusters Score -188465.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -188521.375000 Penalty: 2629.181641
	Iteration 15Q: 3 clusters Score -188521.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -188574.515625 Penalty: 2629.181641
	Iteration 16Q: 3 clusters Score -188574.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -188615.187500 Penalty: 2629.181641
	Iteration 17Q: 3 clusters Score -188615.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -188637.796875 Penalty: 2629.181641
	Iteration 18Q: 3 clusters Score -188637.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -188656.718750 Penalty: 2629.181641
	Iteration 19Q: 3 clusters Score -188656.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -188674.843750 Penalty: 2629.181641
	Iteration 20F: 3 clusters Score -188674.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -188693.515625 Penalty: 2629.181641
	Iteration 21Q: 3 clusters Score -188693.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -188710.875000 Penalty: 2629.181641
	Iteration 22Q: 3 clusters Score -188710.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -188720.890625 Penalty: 2629.181641
	Iteration 23Q: 3 clusters Score -188720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -188724.562500 Penalty: 2629.181641
	Iteration 24Q: 3 clusters Score -188724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -188729.781250 Penalty: 2629.181641
	Iteration 25Q: 3 clusters Score -188729.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -188734.734375 Penalty: 2629.181641
	Iteration 26Q: 3 clusters Score -188734.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -188740.328125 Penalty: 2629.181641
	Iteration 27Q: 3 clusters Score -188740.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -188743.531250 Penalty: 2629.181641
	Iteration 28Q: 3 clusters Score -188743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -188745.000000 Penalty: 2629.181641
	Iteration 29Q: 3 clusters Score -188745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -188745.796875 Penalty: 2629.181641
	Iteration 30Q: 3 clusters Score -188745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -188747.765625 Penalty: 2629.181641
	Iteration 31Q: 3 clusters Score -188747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -188749.796875 Penalty: 2629.181641
	Iteration 32Q: 3 clusters Score -188749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -188749.750000 Penalty: 2629.181641
	Iteration 33Q: 3 clusters Score -188749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -188749.750000 Penalty: 2629.181641
	Iteration 34F: 3 clusters Score -188749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 28283 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 17082 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9387 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26494 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1143 members 
Mstep: Class 38 contains 1552 members 
Mstep: Class 39 contains 7421 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 2919 members 
Mstep: Class 42 contains 1981 members 
Entering Unmasked Estep 
Score: -12701243.000000 Penalty: 84375.257812
Splitting cluster 8 changes total score from -12701708.000000 to -12701243.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Entering Unmasked Estep 
Score: -358105.937500 Penalty: 1422.628052
	Iteration 0F: 2 clusters Score -358105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -353267.656250 Penalty: 2845.256104
	Iteration 0F: 3 clusters Score -353267.7 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -354640.156250 Penalty: 2845.256104
	Iteration 1F: 3 clusters Score -354640.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -354858.562500 Penalty: 2845.256104
	Iteration 2F: 3 clusters Score -354858.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -355025.687500 Penalty: 2845.256104
	Iteration 3F: 3 clusters Score -355025.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -355169.125000 Penalty: 2845.256104
	Iteration 4F: 3 clusters Score -355169.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -355290.437500 Penalty: 2845.256104
	Iteration 5Q: 3 clusters Score -355290.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -355394.000000 Penalty: 2845.256104
	Iteration 6Q: 3 clusters Score -355394 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -355483.843750 Penalty: 2845.256104
	Iteration 7Q: 3 clusters Score -355483.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -355588.875000 Penalty: 2845.256104
	Iteration 8Q: 3 clusters Score -355588.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -355695.468750 Penalty: 2845.256104
	Iteration 9Q: 3 clusters Score -355695.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -355785.750000 Penalty: 2845.256104
	Iteration 10Q: 3 clusters Score -355785.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -355858.437500 Penalty: 2845.256104
	Iteration 11Q: 3 clusters Score -355858.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -355928.687500 Penalty: 2845.256104
	Iteration 12Q: 3 clusters Score -355928.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -355982.906250 Penalty: 2845.256104
	Iteration 13Q: 3 clusters Score -355982.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -356027.125000 Penalty: 2845.256104
	Iteration 14Q: 3 clusters Score -356027.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -356063.468750 Penalty: 2845.256104
	Iteration 15Q: 3 clusters Score -356063.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -356083.656250 Penalty: 2845.256104
	Iteration 16Q: 3 clusters Score -356083.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -356100.875000 Penalty: 2845.256104
	Iteration 17Q: 3 clusters Score -356100.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -356118.343750 Penalty: 2845.256104
	Iteration 18Q: 3 clusters Score -356118.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -356132.187500 Penalty: 2845.256104
	Iteration 19Q: 3 clusters Score -356132.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -356144.750000 Penalty: 2845.256104
	Iteration 20F: 3 clusters Score -356144.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -356158.343750 Penalty: 2845.256104
	Iteration 21Q: 3 clusters Score -356158.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -356174.125000 Penalty: 2845.256104
	Iteration 22Q: 3 clusters Score -356174.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -356182.375000 Penalty: 2845.256104
	Iteration 23Q: 3 clusters Score -356182.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -356195.031250 Penalty: 2845.256104
	Iteration 24Q: 3 clusters Score -356195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -356208.781250 Penalty: 2845.256104
	Iteration 25Q: 3 clusters Score -356208.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -356222.406250 Penalty: 2845.256104
	Iteration 26Q: 3 clusters Score -356222.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -356235.750000 Penalty: 2845.256104
	Iteration 27Q: 3 clusters Score -356235.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -356245.156250 Penalty: 2845.256104
	Iteration 28Q: 3 clusters Score -356245.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -356252.875000 Penalty: 2845.256104
	Iteration 29Q: 3 clusters Score -356252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -356261.312500 Penalty: 2845.256104
	Iteration 30Q: 3 clusters Score -356261.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -356270.312500 Penalty: 2845.256104
	Iteration 31Q: 3 clusters Score -356270.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -356279.968750 Penalty: 2845.256104
	Iteration 32Q: 3 clusters Score -356280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -356288.531250 Penalty: 2845.256104
	Iteration 33Q: 3 clusters Score -356288.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -356295.531250 Penalty: 2845.256104
	Iteration 34Q: 3 clusters Score -356295.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -356299.625000 Penalty: 2845.256104
	Iteration 35Q: 3 clusters Score -356299.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -356307.406250 Penalty: 2845.256104
	Iteration 36Q: 3 clusters Score -356307.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -356313.218750 Penalty: 2845.256104
	Iteration 37Q: 3 clusters Score -356313.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -356317.031250 Penalty: 2845.256104
	Iteration 38Q: 3 clusters Score -356317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -356323.031250 Penalty: 2845.256104
	Iteration 39Q: 3 clusters Score -356323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -356332.375000 Penalty: 2845.256104
	Iteration 40F: 3 clusters Score -356332.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -356342.437500 Penalty: 2845.256104
	Iteration 41Q: 3 clusters Score -356342.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -356353.531250 Penalty: 2845.256104
	Iteration 42Q: 3 clusters Score -356353.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -356362.406250 Penalty: 2845.256104
	Iteration 43Q: 3 clusters Score -356362.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -356371.718750 Penalty: 2845.256104
	Iteration 44Q: 3 clusters Score -356371.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -356377.968750 Penalty: 2845.256104
	Iteration 45Q: 3 clusters Score -356378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -356382.375000 Penalty: 2845.256104
	Iteration 46Q: 3 clusters Score -356382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -356388.531250 Penalty: 2845.256104
	Iteration 47Q: 3 clusters Score -356388.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -356393.656250 Penalty: 2845.256104
	Iteration 48Q: 3 clusters Score -356393.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -356401.406250 Penalty: 2845.256104
	Iteration 49Q: 3 clusters Score -356401.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -356407.093750 Penalty: 2845.256104
	Iteration 50Q: 3 clusters Score -356407.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -356413.687500 Penalty: 2845.256104
	Iteration 51Q: 3 clusters Score -356413.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -356421.750000 Penalty: 2845.256104
	Iteration 52Q: 3 clusters Score -356421.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -356432.125000 Penalty: 2845.256104
	Iteration 53Q: 3 clusters Score -356432.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -356442.593750 Penalty: 2845.256104
	Iteration 54Q: 3 clusters Score -356442.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -356459.000000 Penalty: 2845.256104
	Iteration 55Q: 3 clusters Score -356459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -356478.093750 Penalty: 2845.256104
	Iteration 56Q: 3 clusters Score -356478.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -356499.031250 Penalty: 2845.256104
	Iteration 57Q: 3 clusters Score -356499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -356516.843750 Penalty: 2845.256104
	Iteration 58Q: 3 clusters Score -356516.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -356533.437500 Penalty: 2845.256104
	Iteration 59Q: 3 clusters Score -356533.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -356554.000000 Penalty: 2845.256104
	Iteration 60F: 3 clusters Score -356554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -356573.468750 Penalty: 2845.256104
	Iteration 61Q: 3 clusters Score -356573.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -356588.937500 Penalty: 2845.256104
	Iteration 62Q: 3 clusters Score -356588.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -356603.343750 Penalty: 2845.256104
	Iteration 63Q: 3 clusters Score -356603.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -356614.687500 Penalty: 2845.256104
	Iteration 64Q: 3 clusters Score -356614.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -356623.468750 Penalty: 2845.256104
	Iteration 65Q: 3 clusters Score -356623.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -356633.562500 Penalty: 2845.256104
	Iteration 66Q: 3 clusters Score -356633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -356644.468750 Penalty: 2845.256104
	Iteration 67Q: 3 clusters Score -356644.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -356657.687500 Penalty: 2845.256104
	Iteration 68Q: 3 clusters Score -356657.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -356668.531250 Penalty: 2845.256104
	Iteration 69Q: 3 clusters Score -356668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -356674.718750 Penalty: 2845.256104
	Iteration 70Q: 3 clusters Score -356674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -356678.812500 Penalty: 2845.256104
	Iteration 71Q: 3 clusters Score -356678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -356681.781250 Penalty: 2845.256104
	Iteration 72Q: 3 clusters Score -356681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -356684.875000 Penalty: 2845.256104
	Iteration 73Q: 3 clusters Score -356684.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -356688.187500 Penalty: 2845.256104
	Iteration 74Q: 3 clusters Score -356688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -356693.812500 Penalty: 2845.256104
	Iteration 75Q: 3 clusters Score -356693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -356702.000000 Penalty: 2845.256104
	Iteration 76Q: 3 clusters Score -356702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -356709.625000 Penalty: 2845.256104
	Iteration 77Q: 3 clusters Score -356709.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -356720.812500 Penalty: 2845.256104
	Iteration 78Q: 3 clusters Score -356720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -356728.375000 Penalty: 2845.256104
	Iteration 79Q: 3 clusters Score -356728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -356733.500000 Penalty: 2845.256104
	Iteration 80F: 3 clusters Score -356733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -356738.968750 Penalty: 2845.256104
	Iteration 81Q: 3 clusters Score -356739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -356740.375000 Penalty: 2845.256104
	Iteration 82Q: 3 clusters Score -356740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -356745.125000 Penalty: 2845.256104
	Iteration 83Q: 3 clusters Score -356745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -356746.781250 Penalty: 2845.256104
	Iteration 84Q: 3 clusters Score -356746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -356748.406250 Penalty: 2845.256104
	Iteration 85Q: 3 clusters Score -356748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -356750.281250 Penalty: 2845.256104
	Iteration 86Q: 3 clusters Score -356750.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -356751.062500 Penalty: 2845.256104
	Iteration 87Q: 3 clusters Score -356751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -356753.906250 Penalty: 2845.256104
	Iteration 88Q: 3 clusters Score -356753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -356757.718750 Penalty: 2845.256104
	Iteration 89Q: 3 clusters Score -356757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -356760.312500 Penalty: 2845.256104
	Iteration 90Q: 3 clusters Score -356760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -356763.312500 Penalty: 2845.256104
	Iteration 91Q: 3 clusters Score -356763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -356765.500000 Penalty: 2845.256104
	Iteration 92Q: 3 clusters Score -356765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -356769.375000 Penalty: 2845.256104
	Iteration 93Q: 3 clusters Score -356769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -356771.687500 Penalty: 2845.256104
	Iteration 94Q: 3 clusters Score -356771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -356773.062500 Penalty: 2845.256104
	Iteration 95Q: 3 clusters Score -356773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -356773.750000 Penalty: 2845.256104
	Iteration 96Q: 3 clusters Score -356773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -356774.875000 Penalty: 2845.256104
	Iteration 97Q: 3 clusters Score -356774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -356776.125000 Penalty: 2845.256104
	Iteration 98Q: 3 clusters Score -356776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -356777.593750 Penalty: 2845.256104
	Iteration 99Q: 3 clusters Score -356777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -356778.531250 Penalty: 2845.256104
	Iteration 100F: 3 clusters Score -356778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -356780.000000 Penalty: 2845.256104
	Iteration 101Q: 3 clusters Score -356780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -356781.500000 Penalty: 2845.256104
	Iteration 102Q: 3 clusters Score -356781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -356783.312500 Penalty: 2845.256104
	Iteration 103Q: 3 clusters Score -356783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -356783.375000 Penalty: 2845.256104
	Iteration 104Q: 3 clusters Score -356783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -356785.531250 Penalty: 2845.256104
	Iteration 105Q: 3 clusters Score -356785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -356789.656250 Penalty: 2845.256104
	Iteration 106Q: 3 clusters Score -356789.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -356794.343750 Penalty: 2845.256104
	Iteration 107Q: 3 clusters Score -356794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -356799.312500 Penalty: 2845.256104
	Iteration 108Q: 3 clusters Score -356799.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -356804.718750 Penalty: 2845.256104
	Iteration 109Q: 3 clusters Score -356804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -356813.187500 Penalty: 2845.256104
	Iteration 110Q: 3 clusters Score -356813.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -356815.656250 Penalty: 2845.256104
	Iteration 111Q: 3 clusters Score -356815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -356819.187500 Penalty: 2845.256104
	Iteration 112Q: 3 clusters Score -356819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -356824.906250 Penalty: 2845.256104
	Iteration 113Q: 3 clusters Score -356824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -356832.062500 Penalty: 2845.256104
	Iteration 114Q: 3 clusters Score -356832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -356839.343750 Penalty: 2845.256104
	Iteration 115Q: 3 clusters Score -356839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -356843.187500 Penalty: 2845.256104
	Iteration 116Q: 3 clusters Score -356843.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -356844.906250 Penalty: 2845.256104
	Iteration 117Q: 3 clusters Score -356844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -356847.281250 Penalty: 2845.256104
	Iteration 118Q: 3 clusters Score -356847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -356849.531250 Penalty: 2845.256104
	Iteration 119Q: 3 clusters Score -356849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -356852.062500 Penalty: 2845.256104
	Iteration 120F: 3 clusters Score -356852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -356854.625000 Penalty: 2845.256104
	Iteration 121Q: 3 clusters Score -356854.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -356857.875000 Penalty: 2845.256104
	Iteration 122Q: 3 clusters Score -356857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -356859.437500 Penalty: 2845.256104
	Iteration 123Q: 3 clusters Score -356859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -356860.531250 Penalty: 2845.256104
	Iteration 124Q: 3 clusters Score -356860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -356861.187500 Penalty: 2845.256104
	Iteration 125Q: 3 clusters Score -356861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -356862.343750 Penalty: 2845.256104
	Iteration 126Q: 3 clusters Score -356862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -356862.343750 Penalty: 2845.256104
	Iteration 127F: 3 clusters Score -356862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Entering Unmasked Estep 
Score: -681268.875000 Penalty: 1517.487061
	Iteration 0F: 2 clusters Score -681268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -673136.437500 Penalty: 3034.974121
	Iteration 0F: 3 clusters Score -673136.4 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -675867.687500 Penalty: 3034.974121
	Iteration 1F: 3 clusters Score -675867.7 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -676171.062500 Penalty: 3034.974121
	Iteration 2F: 3 clusters Score -676171.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -676442.750000 Penalty: 3034.974121
	Iteration 3F: 3 clusters Score -676442.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -676707.312500 Penalty: 3034.974121
	Iteration 4F: 3 clusters Score -676707.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -677026.125000 Penalty: 3034.974121
	Iteration 5F: 3 clusters Score -677026.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -677460.500000 Penalty: 3034.974121
	Iteration 6F: 3 clusters Score -677460.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -677983.687500 Penalty: 3034.974121
	Iteration 7F: 3 clusters Score -677983.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -678548.937500 Penalty: 3034.974121
	Iteration 8F: 3 clusters Score -678548.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -678995.500000 Penalty: 3034.974121
	Iteration 9F: 3 clusters Score -678995.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -679293.500000 Penalty: 3034.974121
	Iteration 10Q: 3 clusters Score -679293.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -679481.000000 Penalty: 3034.974121
	Iteration 11Q: 3 clusters Score -679481 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -679582.875000 Penalty: 3034.974121
	Iteration 12Q: 3 clusters Score -679582.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -679662.125000 Penalty: 3034.974121
	Iteration 13Q: 3 clusters Score -679662.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -679735.312500 Penalty: 3034.974121
	Iteration 14Q: 3 clusters Score -679735.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -679794.812500 Penalty: 3034.974121
	Iteration 15Q: 3 clusters Score -679794.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -679835.562500 Penalty: 3034.974121
	Iteration 16Q: 3 clusters Score -679835.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -679874.562500 Penalty: 3034.974121
	Iteration 17Q: 3 clusters Score -679874.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -679926.000000 Penalty: 3034.974121
	Iteration 18Q: 3 clusters Score -679926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -679968.375000 Penalty: 3034.974121
	Iteration 19Q: 3 clusters Score -679968.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -679994.375000 Penalty: 3034.974121
	Iteration 20F: 3 clusters Score -679994.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -680014.750000 Penalty: 3034.974121
	Iteration 21Q: 3 clusters Score -680014.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -680031.750000 Penalty: 3034.974121
	Iteration 22Q: 3 clusters Score -680031.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -680043.750000 Penalty: 3034.974121
	Iteration 23Q: 3 clusters Score -680043.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -680055.812500 Penalty: 3034.974121
	Iteration 24Q: 3 clusters Score -680055.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -680062.625000 Penalty: 3034.974121
	Iteration 25Q: 3 clusters Score -680062.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -680066.375000 Penalty: 3034.974121
	Iteration 26Q: 3 clusters Score -680066.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -680073.062500 Penalty: 3034.974121
	Iteration 27Q: 3 clusters Score -680073.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -680081.500000 Penalty: 3034.974121
	Iteration 28Q: 3 clusters Score -680081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -680085.125000 Penalty: 3034.974121
	Iteration 29Q: 3 clusters Score -680085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -680086.500000 Penalty: 3034.974121
	Iteration 30Q: 3 clusters Score -680086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -680089.312500 Penalty: 3034.974121
	Iteration 31Q: 3 clusters Score -680089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -680088.562500 Penalty: 3034.974121
	Iteration 32Q: 3 clusters Score -680088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -680088.562500 Penalty: 3034.974121
	Iteration 33F: 3 clusters Score -680088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -80251.367188 Penalty: 1177.070923
	Iteration 0F: 2 clusters Score -80251.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -78547.093750 Penalty: 2354.141846
	Iteration 0F: 3 clusters Score -78547.09 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78910.257812 Penalty: 2354.141846
	Iteration 1F: 3 clusters Score -78910.26 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -78989.937500 Penalty: 2354.141846
	Iteration 2F: 3 clusters Score -78989.94 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -79030.250000 Penalty: 2354.141846
	Iteration 3Q: 3 clusters Score -79030.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -79050.312500 Penalty: 2354.141846
	Iteration 4Q: 3 clusters Score -79050.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -79068.804688 Penalty: 2354.141846
	Iteration 5Q: 3 clusters Score -79068.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -79090.117188 Penalty: 2354.141846
	Iteration 6Q: 3 clusters Score -79090.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -79106.304688 Penalty: 2354.141846
	Iteration 7Q: 3 clusters Score -79106.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -79123.734375 Penalty: 2354.141846
	Iteration 8Q: 3 clusters Score -79123.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -79135.984375 Penalty: 2354.141846
	Iteration 9Q: 3 clusters Score -79135.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -79148.390625 Penalty: 2354.141846
	Iteration 10Q: 3 clusters Score -79148.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -79157.789062 Penalty: 2354.141846
	Iteration 11Q: 3 clusters Score -79157.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -79169.695312 Penalty: 2354.141846
	Iteration 12Q: 3 clusters Score -79169.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -79183.429688 Penalty: 2354.141846
	Iteration 13Q: 3 clusters Score -79183.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -79193.531250 Penalty: 2354.141846
	Iteration 14Q: 3 clusters Score -79193.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -79201.742188 Penalty: 2354.141846
	Iteration 15Q: 3 clusters Score -79201.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -79210.921875 Penalty: 2354.141846
	Iteration 16Q: 3 clusters Score -79210.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -79223.812500 Penalty: 2354.141846
	Iteration 17Q: 3 clusters Score -79223.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -79235.468750 Penalty: 2354.141846
	Iteration 18Q: 3 clusters Score -79235.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -79242.929688 Penalty: 2354.141846
	Iteration 19Q: 3 clusters Score -79242.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -79251.234375 Penalty: 2354.141846
	Iteration 20F: 3 clusters Score -79251.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -79262.179688 Penalty: 2354.141846
	Iteration 21Q: 3 clusters Score -79262.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -79271.820312 Penalty: 2354.141846
	Iteration 22Q: 3 clusters Score -79271.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -79284.554688 Penalty: 2354.141846
	Iteration 23Q: 3 clusters Score -79284.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -79300.601562 Penalty: 2354.141846
	Iteration 24Q: 3 clusters Score -79300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -79314.585938 Penalty: 2354.141846
	Iteration 25Q: 3 clusters Score -79314.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -79326.328125 Penalty: 2354.141846
	Iteration 26Q: 3 clusters Score -79326.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -79334.960938 Penalty: 2354.141846
	Iteration 27Q: 3 clusters Score -79334.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -79345.875000 Penalty: 2354.141846
	Iteration 28Q: 3 clusters Score -79345.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -79356.976562 Penalty: 2354.141846
	Iteration 29Q: 3 clusters Score -79356.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79366.031250 Penalty: 2354.141846
	Iteration 30Q: 3 clusters Score -79366.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -79373.312500 Penalty: 2354.141846
	Iteration 31Q: 3 clusters Score -79373.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79378.937500 Penalty: 2354.141846
	Iteration 32Q: 3 clusters Score -79378.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79383.750000 Penalty: 2354.141846
	Iteration 33Q: 3 clusters Score -79383.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79387.203125 Penalty: 2354.141846
	Iteration 34Q: 3 clusters Score -79387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -79391.320312 Penalty: 2354.141846
	Iteration 35Q: 3 clusters Score -79391.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -79397.882812 Penalty: 2354.141846
	Iteration 36Q: 3 clusters Score -79397.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -79400.984375 Penalty: 2354.141846
	Iteration 37Q: 3 clusters Score -79400.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -79402.500000 Penalty: 2354.141846
	Iteration 38Q: 3 clusters Score -79402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -79404.648438 Penalty: 2354.141846
	Iteration 39Q: 3 clusters Score -79404.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -79407.171875 Penalty: 2354.141846
	Iteration 40F: 3 clusters Score -79407.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -79410.187500 Penalty: 2354.141846
	Iteration 41Q: 3 clusters Score -79410.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -79411.585938 Penalty: 2354.141846
	Iteration 42Q: 3 clusters Score -79411.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -79411.976562 Penalty: 2354.141846
	Iteration 43Q: 3 clusters Score -79411.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -79412.406250 Penalty: 2354.141846
	Iteration 44Q: 3 clusters Score -79412.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -79412.406250 Penalty: 2354.141846
	Iteration 45F: 3 clusters Score -79412.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -63151.136719 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -63151.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61651.218750 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -61651.22 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -61924.218750 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -61924.22 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62009.878906 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -62009.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -62045.964844 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -62045.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -62065.695312 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -62065.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -62081.929688 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -62081.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -62097.429688 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -62097.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -62106.679688 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -62106.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -62114.550781 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -62114.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -62118.062500 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -62118.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -62118.531250 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -62118.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -62120.375000 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -62120.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -62122.328125 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -62122.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -62124.082031 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -62124.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -62128.613281 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -62128.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -62134.398438 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -62134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -62135.953125 Penalty: 2267.616455
	Iteration 16Q: 3 clusters Score -62135.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -62136.765625 Penalty: 2267.616455
	Iteration 17Q: 3 clusters Score -62136.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -62138.078125 Penalty: 2267.616455
	Iteration 18Q: 3 clusters Score -62138.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62138.589844 Penalty: 2267.616455
	Iteration 19Q: 3 clusters Score -62138.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62138.589844 Penalty: 2267.616455
	Iteration 20F: 3 clusters Score -62138.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Entering Unmasked Estep 
Score: -579754.687500 Penalty: 1503.162964
	Iteration 0F: 2 clusters Score -579754.7 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 5196 members 
Entering Unmasked Estep 
Score: -572345.562500 Penalty: 3006.325928
	Iteration 0F: 3 clusters Score -572345.6 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -575112.125000 Penalty: 3006.325928
	Iteration 1F: 3 clusters Score -575112.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -575697.687500 Penalty: 3006.325928
	Iteration 2F: 3 clusters Score -575697.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -576236.125000 Penalty: 3006.325928
	Iteration 3F: 3 clusters Score -576236.1 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -576794.562500 Penalty: 3006.325928
	Iteration 4F: 3 clusters Score -576794.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -577355.875000 Penalty: 3006.325928
	Iteration 5F: 3 clusters Score -577355.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -577953.187500 Penalty: 3006.325928
	Iteration 6F: 3 clusters Score -577953.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -578458.375000 Penalty: 3006.325928
	Iteration 7F: 3 clusters Score -578458.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -578825.375000 Penalty: 3006.325928
	Iteration 8Q: 3 clusters Score -578825.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -579086.875000 Penalty: 3006.325928
	Iteration 9Q: 3 clusters Score -579086.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -579243.937500 Penalty: 3006.325928
	Iteration 10Q: 3 clusters Score -579243.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -579343.625000 Penalty: 3006.325928
	Iteration 11Q: 3 clusters Score -579343.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -579406.500000 Penalty: 3006.325928
	Iteration 12Q: 3 clusters Score -579406.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -579446.937500 Penalty: 3006.325928
	Iteration 13Q: 3 clusters Score -579446.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -579471.062500 Penalty: 3006.325928
	Iteration 14Q: 3 clusters Score -579471.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -579492.687500 Penalty: 3006.325928
	Iteration 15Q: 3 clusters Score -579492.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -579504.000000 Penalty: 3006.325928
	Iteration 16Q: 3 clusters Score -579504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -579511.312500 Penalty: 3006.325928
	Iteration 17Q: 3 clusters Score -579511.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -579514.500000 Penalty: 3006.325928
	Iteration 18Q: 3 clusters Score -579514.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -579518.187500 Penalty: 3006.325928
	Iteration 19Q: 3 clusters Score -579518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -579520.250000 Penalty: 3006.325928
	Iteration 20F: 3 clusters Score -579520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -579521.687500 Penalty: 3006.325928
	Iteration 21Q: 3 clusters Score -579521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -579524.312500 Penalty: 3006.325928
	Iteration 22Q: 3 clusters Score -579524.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -579525.062500 Penalty: 3006.325928
	Iteration 23Q: 3 clusters Score -579525.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -579526.375000 Penalty: 3006.325928
	Iteration 24Q: 3 clusters Score -579526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -579527.687500 Penalty: 3006.325928
	Iteration 25Q: 3 clusters Score -579527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -579530.375000 Penalty: 3006.325928
	Iteration 26Q: 3 clusters Score -579530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -579530.687500 Penalty: 3006.325928
	Iteration 27Q: 3 clusters Score -579530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -579530.875000 Penalty: 3006.325928
	Iteration 28Q: 3 clusters Score -579530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -579531.437500 Penalty: 3006.325928
	Iteration 29Q: 3 clusters Score -579531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -579532.375000 Penalty: 3006.325928
	Iteration 30Q: 3 clusters Score -579532.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -579535.125000 Penalty: 3006.325928
	Iteration 31Q: 3 clusters Score -579535.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -579538.250000 Penalty: 3006.325928
	Iteration 32Q: 3 clusters Score -579538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -579540.250000 Penalty: 3006.325928
	Iteration 33Q: 3 clusters Score -579540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -579541.562500 Penalty: 3006.325928
	Iteration 34Q: 3 clusters Score -579541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -579544.375000 Penalty: 3006.325928
	Iteration 35Q: 3 clusters Score -579544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -579546.250000 Penalty: 3006.325928
	Iteration 36Q: 3 clusters Score -579546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -579548.375000 Penalty: 3006.325928
	Iteration 37Q: 3 clusters Score -579548.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -579552.125000 Penalty: 3006.325928
	Iteration 38Q: 3 clusters Score -579552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -579552.312500 Penalty: 3006.325928
	Iteration 39Q: 3 clusters Score -579552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -579553.187500 Penalty: 3006.325928
	Iteration 40F: 3 clusters Score -579553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -579554.312500 Penalty: 3006.325928
	Iteration 41Q: 3 clusters Score -579554.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -579554.937500 Penalty: 3006.325928
	Iteration 42Q: 3 clusters Score -579554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -579555.875000 Penalty: 3006.325928
	Iteration 43Q: 3 clusters Score -579555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -579556.812500 Penalty: 3006.325928
	Iteration 44Q: 3 clusters Score -579556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -579558.500000 Penalty: 3006.325928
	Iteration 45Q: 3 clusters Score -579558.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -579558.562500 Penalty: 3006.325928
	Iteration 46Q: 3 clusters Score -579558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -579559.875000 Penalty: 3006.325928
	Iteration 47Q: 3 clusters Score -579559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -579559.812500 Penalty: 3006.325928
	Iteration 48Q: 3 clusters Score -579559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -579560.750000 Penalty: 3006.325928
	Iteration 49Q: 3 clusters Score -579560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -579562.437500 Penalty: 3006.325928
	Iteration 50Q: 3 clusters Score -579562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -579563.000000 Penalty: 3006.325928
	Iteration 51Q: 3 clusters Score -579563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -579562.750000 Penalty: 3006.325928
	Iteration 52Q: 3 clusters Score -579562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -579563.687500 Penalty: 3006.325928
	Iteration 53Q: 3 clusters Score -579563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -579562.687500 Penalty: 3006.325928
	Iteration 54Q: 3 clusters Score -579562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -579562.562500 Penalty: 3006.325928
	Iteration 55Q: 3 clusters Score -579562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -579563.187500 Penalty: 3006.325928
	Iteration 56Q: 3 clusters Score -579563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -579564.312500 Penalty: 3006.325928
	Iteration 57Q: 3 clusters Score -579564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -579564.312500 Penalty: 3006.325928
	Iteration 58F: 3 clusters Score -579564.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Entering Unmasked Estep 
Score: -335283.343750 Penalty: 1407.037476
	Iteration 0F: 2 clusters Score -335283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -330829.031250 Penalty: 2814.074951
	Iteration 0F: 3 clusters Score -330829 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -332083.562500 Penalty: 2814.074951
	Iteration 1F: 3 clusters Score -332083.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -332303.937500 Penalty: 2814.074951
	Iteration 2F: 3 clusters Score -332303.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -332513.531250 Penalty: 2814.074951
	Iteration 3F: 3 clusters Score -332513.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -332742.562500 Penalty: 2814.074951
	Iteration 4F: 3 clusters Score -332742.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -333016.218750 Penalty: 2814.074951
	Iteration 5F: 3 clusters Score -333016.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -333266.906250 Penalty: 2814.074951
	Iteration 6F: 3 clusters Score -333266.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -333453.718750 Penalty: 2814.074951
	Iteration 7Q: 3 clusters Score -333453.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -333629.062500 Penalty: 2814.074951
	Iteration 8Q: 3 clusters Score -333629.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -333753.375000 Penalty: 2814.074951
	Iteration 9Q: 3 clusters Score -333753.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -333807.781250 Penalty: 2814.074951
	Iteration 10Q: 3 clusters Score -333807.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -333839.000000 Penalty: 2814.074951
	Iteration 11Q: 3 clusters Score -333839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -333866.437500 Penalty: 2814.074951
	Iteration 12Q: 3 clusters Score -333866.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -333887.187500 Penalty: 2814.074951
	Iteration 13Q: 3 clusters Score -333887.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -333907.218750 Penalty: 2814.074951
	Iteration 14Q: 3 clusters Score -333907.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -333919.062500 Penalty: 2814.074951
	Iteration 15Q: 3 clusters Score -333919.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -333929.781250 Penalty: 2814.074951
	Iteration 16Q: 3 clusters Score -333929.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -333938.312500 Penalty: 2814.074951
	Iteration 17Q: 3 clusters Score -333938.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -333945.281250 Penalty: 2814.074951
	Iteration 18Q: 3 clusters Score -333945.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -333950.093750 Penalty: 2814.074951
	Iteration 19Q: 3 clusters Score -333950.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -333955.812500 Penalty: 2814.074951
	Iteration 20F: 3 clusters Score -333955.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -333959.031250 Penalty: 2814.074951
	Iteration 21Q: 3 clusters Score -333959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -333962.531250 Penalty: 2814.074951
	Iteration 22Q: 3 clusters Score -333962.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -333966.031250 Penalty: 2814.074951
	Iteration 23Q: 3 clusters Score -333966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -333970.812500 Penalty: 2814.074951
	Iteration 24Q: 3 clusters Score -333970.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -333972.937500 Penalty: 2814.074951
	Iteration 25Q: 3 clusters Score -333972.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -333974.750000 Penalty: 2814.074951
	Iteration 26Q: 3 clusters Score -333974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -333976.875000 Penalty: 2814.074951
	Iteration 27Q: 3 clusters Score -333976.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -333978.125000 Penalty: 2814.074951
	Iteration 28Q: 3 clusters Score -333978.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -333980.843750 Penalty: 2814.074951
	Iteration 29Q: 3 clusters Score -333980.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -333983.375000 Penalty: 2814.074951
	Iteration 30Q: 3 clusters Score -333983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -333985.187500 Penalty: 2814.074951
	Iteration 31Q: 3 clusters Score -333985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -333987.750000 Penalty: 2814.074951
	Iteration 32Q: 3 clusters Score -333987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -333989.093750 Penalty: 2814.074951
	Iteration 33Q: 3 clusters Score -333989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -333990.250000 Penalty: 2814.074951
	Iteration 34Q: 3 clusters Score -333990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -333991.156250 Penalty: 2814.074951
	Iteration 35Q: 3 clusters Score -333991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -333993.187500 Penalty: 2814.074951
	Iteration 36Q: 3 clusters Score -333993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -333994.343750 Penalty: 2814.074951
	Iteration 37Q: 3 clusters Score -333994.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -333995.968750 Penalty: 2814.074951
	Iteration 38Q: 3 clusters Score -333996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -333996.593750 Penalty: 2814.074951
	Iteration 39Q: 3 clusters Score -333996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -333997.718750 Penalty: 2814.074951
	Iteration 40F: 3 clusters Score -333997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -333997.968750 Penalty: 2814.074951
	Iteration 41Q: 3 clusters Score -333998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -333998.187500 Penalty: 2814.074951
	Iteration 42Q: 3 clusters Score -333998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -333998.187500 Penalty: 2814.074951
	Iteration 43F: 3 clusters Score -333998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -189998.515625 Penalty: 1312.736328
	Iteration 0F: 2 clusters Score -189998.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -187151.750000 Penalty: 2625.472656
	Iteration 0F: 3 clusters Score -187151.8 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -187831.828125 Penalty: 2625.472656
	Iteration 1F: 3 clusters Score -187831.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -187970.218750 Penalty: 2625.472656
	Iteration 2F: 3 clusters Score -187970.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -188059.265625 Penalty: 2625.472656
	Iteration 3Q: 3 clusters Score -188059.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -188116.031250 Penalty: 2625.472656
	Iteration 4Q: 3 clusters Score -188116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -188173.171875 Penalty: 2625.472656
	Iteration 5Q: 3 clusters Score -188173.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -188222.984375 Penalty: 2625.472656
	Iteration 6Q: 3 clusters Score -188223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -188263.703125 Penalty: 2625.472656
	Iteration 7Q: 3 clusters Score -188263.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -188297.343750 Penalty: 2625.472656
	Iteration 8Q: 3 clusters Score -188297.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -188324.000000 Penalty: 2625.472656
	Iteration 9Q: 3 clusters Score -188324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -188344.140625 Penalty: 2625.472656
	Iteration 10Q: 3 clusters Score -188344.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188368.171875 Penalty: 2625.472656
	Iteration 11Q: 3 clusters Score -188368.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -188393.218750 Penalty: 2625.472656
	Iteration 12Q: 3 clusters Score -188393.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -188420.031250 Penalty: 2625.472656
	Iteration 13Q: 3 clusters Score -188420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -188455.531250 Penalty: 2625.472656
	Iteration 14Q: 3 clusters Score -188455.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -188504.406250 Penalty: 2625.472656
	Iteration 15Q: 3 clusters Score -188504.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -188559.515625 Penalty: 2625.472656
	Iteration 16Q: 3 clusters Score -188559.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188620.203125 Penalty: 2625.472656
	Iteration 17Q: 3 clusters Score -188620.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188680.125000 Penalty: 2625.472656
	Iteration 18Q: 3 clusters Score -188680.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -188734.453125 Penalty: 2625.472656
	Iteration 19Q: 3 clusters Score -188734.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188789.093750 Penalty: 2625.472656
	Iteration 20F: 3 clusters Score -188789.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -188839.906250 Penalty: 2625.472656
	Iteration 21Q: 3 clusters Score -188839.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -188880.140625 Penalty: 2625.472656
	Iteration 22Q: 3 clusters Score -188880.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -188908.125000 Penalty: 2625.472656
	Iteration 23Q: 3 clusters Score -188908.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -188933.453125 Penalty: 2625.472656
	Iteration 24Q: 3 clusters Score -188933.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188952.078125 Penalty: 2625.472656
	Iteration 25Q: 3 clusters Score -188952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -188962.250000 Penalty: 2625.472656
	Iteration 26Q: 3 clusters Score -188962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -188972.968750 Penalty: 2625.472656
	Iteration 27Q: 3 clusters Score -188973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -188976.890625 Penalty: 2625.472656
	Iteration 28Q: 3 clusters Score -188976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -188980.218750 Penalty: 2625.472656
	Iteration 29Q: 3 clusters Score -188980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -188982.890625 Penalty: 2625.472656
	Iteration 30Q: 3 clusters Score -188982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -188985.390625 Penalty: 2625.472656
	Iteration 31Q: 3 clusters Score -188985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -188988.484375 Penalty: 2625.472656
	Iteration 32Q: 3 clusters Score -188988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -188992.062500 Penalty: 2625.472656
	Iteration 33Q: 3 clusters Score -188992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -188993.703125 Penalty: 2625.472656
	Iteration 34Q: 3 clusters Score -188993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -188995.359375 Penalty: 2625.472656
	Iteration 35Q: 3 clusters Score -188995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -188995.640625 Penalty: 2625.472656
	Iteration 36Q: 3 clusters Score -188995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -188995.640625 Penalty: 2625.472656
	Iteration 37F: 3 clusters Score -188995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -120089.242188 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -120089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -117943.062500 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -117943.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -118480.210938 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -118480.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -118619.765625 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -118619.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -118701.078125 Penalty: 2485.995361
	Iteration 3F: 3 clusters Score -118701.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -118769.375000 Penalty: 2485.995361
	Iteration 4Q: 3 clusters Score -118769.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -118817.312500 Penalty: 2485.995361
	Iteration 5Q: 3 clusters Score -118817.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -118849.031250 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -118849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -118875.789062 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -118875.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -118893.695312 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -118893.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -118907.171875 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -118907.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -118923.281250 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -118923.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -118933.976562 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -118934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -118938.664062 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -118938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -118941.343750 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -118941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -118948.195312 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -118948.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -118955.843750 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -118955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -118960.320312 Penalty: 2485.995361
	Iteration 16Q: 3 clusters Score -118960.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -118964.125000 Penalty: 2485.995361
	Iteration 17Q: 3 clusters Score -118964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -118969.648438 Penalty: 2485.995361
	Iteration 18Q: 3 clusters Score -118969.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -118974.625000 Penalty: 2485.995361
	Iteration 19Q: 3 clusters Score -118974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -118981.414062 Penalty: 2485.995361
	Iteration 20F: 3 clusters Score -118981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -118986.984375 Penalty: 2485.995361
	Iteration 21Q: 3 clusters Score -118987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -118995.203125 Penalty: 2485.995361
	Iteration 22Q: 3 clusters Score -118995.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -119001.304688 Penalty: 2485.995361
	Iteration 23Q: 3 clusters Score -119001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -119003.093750 Penalty: 2485.995361
	Iteration 24Q: 3 clusters Score -119003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -119004.125000 Penalty: 2485.995361
	Iteration 25Q: 3 clusters Score -119004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -119005.148438 Penalty: 2485.995361
	Iteration 26Q: 3 clusters Score -119005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -119007.171875 Penalty: 2485.995361
	Iteration 27Q: 3 clusters Score -119007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -119011.359375 Penalty: 2485.995361
	Iteration 28Q: 3 clusters Score -119011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -119013.375000 Penalty: 2485.995361
	Iteration 29Q: 3 clusters Score -119013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -119017.929688 Penalty: 2485.995361
	Iteration 30Q: 3 clusters Score -119017.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -119025.226562 Penalty: 2485.995361
	Iteration 31Q: 3 clusters Score -119025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -119030.062500 Penalty: 2485.995361
	Iteration 32Q: 3 clusters Score -119030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -119036.218750 Penalty: 2485.995361
	Iteration 33Q: 3 clusters Score -119036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -119042.601562 Penalty: 2485.995361
	Iteration 34Q: 3 clusters Score -119042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -119048.703125 Penalty: 2485.995361
	Iteration 35Q: 3 clusters Score -119048.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -119057.531250 Penalty: 2485.995361
	Iteration 36Q: 3 clusters Score -119057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119062.117188 Penalty: 2485.995361
	Iteration 37Q: 3 clusters Score -119062.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -119068.710938 Penalty: 2485.995361
	Iteration 38Q: 3 clusters Score -119068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -119072.242188 Penalty: 2485.995361
	Iteration 39Q: 3 clusters Score -119072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -119076.039062 Penalty: 2485.995361
	Iteration 40F: 3 clusters Score -119076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -119086.046875 Penalty: 2485.995361
	Iteration 41Q: 3 clusters Score -119086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -119097.406250 Penalty: 2485.995361
	Iteration 42Q: 3 clusters Score -119097.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -119103.804688 Penalty: 2485.995361
	Iteration 43Q: 3 clusters Score -119103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -119109.976562 Penalty: 2485.995361
	Iteration 44Q: 3 clusters Score -119110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -119116.812500 Penalty: 2485.995361
	Iteration 45Q: 3 clusters Score -119116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -119120.531250 Penalty: 2485.995361
	Iteration 46Q: 3 clusters Score -119120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -119124.523438 Penalty: 2485.995361
	Iteration 47Q: 3 clusters Score -119124.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -119128.296875 Penalty: 2485.995361
	Iteration 48Q: 3 clusters Score -119128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -119129.726562 Penalty: 2485.995361
	Iteration 49Q: 3 clusters Score -119129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -119131.421875 Penalty: 2485.995361
	Iteration 50Q: 3 clusters Score -119131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -119131.742188 Penalty: 2485.995361
	Iteration 51Q: 3 clusters Score -119131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -119133.468750 Penalty: 2485.995361
	Iteration 52Q: 3 clusters Score -119133.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -119138.414062 Penalty: 2485.995361
	Iteration 53Q: 3 clusters Score -119138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -119142.718750 Penalty: 2485.995361
	Iteration 54Q: 3 clusters Score -119142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -119146.648438 Penalty: 2485.995361
	Iteration 55Q: 3 clusters Score -119146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -119152.453125 Penalty: 2485.995361
	Iteration 56Q: 3 clusters Score -119152.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -119157.070312 Penalty: 2485.995361
	Iteration 57Q: 3 clusters Score -119157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -119159.718750 Penalty: 2485.995361
	Iteration 58Q: 3 clusters Score -119159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -119161.359375 Penalty: 2485.995361
	Iteration 59Q: 3 clusters Score -119161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -119162.773438 Penalty: 2485.995361
	Iteration 60F: 3 clusters Score -119162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -119164.523438 Penalty: 2485.995361
	Iteration 61Q: 3 clusters Score -119164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -119169.132812 Penalty: 2485.995361
	Iteration 62Q: 3 clusters Score -119169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -119174.351562 Penalty: 2485.995361
	Iteration 63Q: 3 clusters Score -119174.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -119177.234375 Penalty: 2485.995361
	Iteration 64Q: 3 clusters Score -119177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -119178.921875 Penalty: 2485.995361
	Iteration 65Q: 3 clusters Score -119178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -119178.906250 Penalty: 2485.995361
	Iteration 66Q: 3 clusters Score -119178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -119179.195312 Penalty: 2485.995361
	Iteration 67Q: 3 clusters Score -119179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -119179.625000 Penalty: 2485.995361
	Iteration 68Q: 3 clusters Score -119179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -119180.460938 Penalty: 2485.995361
	Iteration 69Q: 3 clusters Score -119180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -119180.945312 Penalty: 2485.995361
	Iteration 70Q: 3 clusters Score -119180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -119181.281250 Penalty: 2485.995361
	Iteration 71Q: 3 clusters Score -119181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -119182.875000 Penalty: 2485.995361
	Iteration 72Q: 3 clusters Score -119182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -119183.992188 Penalty: 2485.995361
	Iteration 73Q: 3 clusters Score -119184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -119184.593750 Penalty: 2485.995361
	Iteration 74Q: 3 clusters Score -119184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -119185.804688 Penalty: 2485.995361
	Iteration 75Q: 3 clusters Score -119185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -119187.023438 Penalty: 2485.995361
	Iteration 76Q: 3 clusters Score -119187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -119187.843750 Penalty: 2485.995361
	Iteration 77Q: 3 clusters Score -119187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -119188.859375 Penalty: 2485.995361
	Iteration 78Q: 3 clusters Score -119188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -119190.250000 Penalty: 2485.995361
	Iteration 79Q: 3 clusters Score -119190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -119190.250000 Penalty: 2485.995361
	Iteration 80F: 3 clusters Score -119190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -76900.000000 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -76900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -75050.570312 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -75050.57 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -75742.304688 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -75742.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -76066.445312 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -76066.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -76238.703125 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -76238.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -76369.617188 Penalty: 2421.653564
	Iteration 4F: 3 clusters Score -76369.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -76453.085938 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -76453.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -76496.273438 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -76496.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -76526.179688 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -76526.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -76548.382812 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -76548.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -76567.312500 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -76567.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -76582.195312 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -76582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -76590.437500 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -76590.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -76594.984375 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -76594.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -76598.929688 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -76598.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -76600.648438 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -76600.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -76603.804688 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -76603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -76607.625000 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -76607.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -76610.343750 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -76610.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -76610.343750 Penalty: 2421.653564
	Iteration 18F: 3 clusters Score -76610.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -353297.875000 Penalty: 1414.750977
	Iteration 0F: 2 clusters Score -353297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -348655.968750 Penalty: 2829.501953
	Iteration 0F: 3 clusters Score -348656 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -350055.281250 Penalty: 2829.501953
	Iteration 1F: 3 clusters Score -350055.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -350218.000000 Penalty: 2829.501953
	Iteration 2F: 3 clusters Score -350218 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -350322.375000 Penalty: 2829.501953
	Iteration 3Q: 3 clusters Score -350322.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -350404.000000 Penalty: 2829.501953
	Iteration 4Q: 3 clusters Score -350404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -350474.781250 Penalty: 2829.501953
	Iteration 5Q: 3 clusters Score -350474.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -350533.250000 Penalty: 2829.501953
	Iteration 6Q: 3 clusters Score -350533.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -350588.875000 Penalty: 2829.501953
	Iteration 7Q: 3 clusters Score -350588.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -350644.906250 Penalty: 2829.501953
	Iteration 8Q: 3 clusters Score -350644.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -350718.843750 Penalty: 2829.501953
	Iteration 9Q: 3 clusters Score -350718.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -350825.593750 Penalty: 2829.501953
	Iteration 10Q: 3 clusters Score -350825.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -350969.500000 Penalty: 2829.501953
	Iteration 11Q: 3 clusters Score -350969.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -351162.875000 Penalty: 2829.501953
	Iteration 12Q: 3 clusters Score -351162.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -351380.187500 Penalty: 2829.501953
	Iteration 13Q: 3 clusters Score -351380.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -351589.656250 Penalty: 2829.501953
	Iteration 14Q: 3 clusters Score -351589.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -351761.718750 Penalty: 2829.501953
	Iteration 15Q: 3 clusters Score -351761.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -351876.625000 Penalty: 2829.501953
	Iteration 16Q: 3 clusters Score -351876.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -351947.156250 Penalty: 2829.501953
	Iteration 17Q: 3 clusters Score -351947.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -351988.593750 Penalty: 2829.501953
	Iteration 18Q: 3 clusters Score -351988.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -352013.750000 Penalty: 2829.501953
	Iteration 19Q: 3 clusters Score -352013.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -352024.718750 Penalty: 2829.501953
	Iteration 20F: 3 clusters Score -352024.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -352034.468750 Penalty: 2829.501953
	Iteration 21Q: 3 clusters Score -352034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -352040.781250 Penalty: 2829.501953
	Iteration 22Q: 3 clusters Score -352040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -352047.375000 Penalty: 2829.501953
	Iteration 23Q: 3 clusters Score -352047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -352050.593750 Penalty: 2829.501953
	Iteration 24Q: 3 clusters Score -352050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -352052.687500 Penalty: 2829.501953
	Iteration 25Q: 3 clusters Score -352052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -352056.375000 Penalty: 2829.501953
	Iteration 26Q: 3 clusters Score -352056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -352064.281250 Penalty: 2829.501953
	Iteration 27Q: 3 clusters Score -352064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -352070.750000 Penalty: 2829.501953
	Iteration 28Q: 3 clusters Score -352070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -352071.531250 Penalty: 2829.501953
	Iteration 29Q: 3 clusters Score -352071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -352076.750000 Penalty: 2829.501953
	Iteration 30Q: 3 clusters Score -352076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -352078.687500 Penalty: 2829.501953
	Iteration 31Q: 3 clusters Score -352078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -352081.406250 Penalty: 2829.501953
	Iteration 32Q: 3 clusters Score -352081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -352083.250000 Penalty: 2829.501953
	Iteration 33Q: 3 clusters Score -352083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -352083.250000 Penalty: 2829.501953
	Iteration 34F: 3 clusters Score -352083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -22058.302734 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -22058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21025.265625 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -21025.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21166.230469 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -21166.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21195.722656 Penalty: 1981.874146
	Iteration 2Q: 3 clusters Score -21195.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21209.839844 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -21209.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21232.402344 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -21232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21245.675781 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -21245.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21251.767578 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -21251.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21264.357422 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -21264.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21270.035156 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -21270.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21272.492188 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -21272.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21277.353516 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -21277.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21278.994141 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -21278.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21278.994141 Penalty: 1981.874146
	Iteration 12F: 3 clusters Score -21278.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Entering Unmasked Estep 
Score: -390531.406250 Penalty: 1432.256226
	Iteration 0F: 2 clusters Score -390531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -385447.968750 Penalty: 2864.512451
	Iteration 0F: 3 clusters Score -385448 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -387026.343750 Penalty: 2864.512451
	Iteration 1F: 3 clusters Score -387026.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -387382.875000 Penalty: 2864.512451
	Iteration 2F: 3 clusters Score -387382.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -387737.718750 Penalty: 2864.512451
	Iteration 3F: 3 clusters Score -387737.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -388065.312500 Penalty: 2864.512451
	Iteration 4F: 3 clusters Score -388065.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -388387.906250 Penalty: 2864.512451
	Iteration 5F: 3 clusters Score -388387.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -388631.656250 Penalty: 2864.512451
	Iteration 6F: 3 clusters Score -388631.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -388810.562500 Penalty: 2864.512451
	Iteration 7Q: 3 clusters Score -388810.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -388952.281250 Penalty: 2864.512451
	Iteration 8Q: 3 clusters Score -388952.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -389040.218750 Penalty: 2864.512451
	Iteration 9Q: 3 clusters Score -389040.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -389095.906250 Penalty: 2864.512451
	Iteration 10Q: 3 clusters Score -389095.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -389140.750000 Penalty: 2864.512451
	Iteration 11Q: 3 clusters Score -389140.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -389170.375000 Penalty: 2864.512451
	Iteration 12Q: 3 clusters Score -389170.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -389184.812500 Penalty: 2864.512451
	Iteration 13Q: 3 clusters Score -389184.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -389197.125000 Penalty: 2864.512451
	Iteration 14Q: 3 clusters Score -389197.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -389210.625000 Penalty: 2864.512451
	Iteration 15Q: 3 clusters Score -389210.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -389222.250000 Penalty: 2864.512451
	Iteration 16Q: 3 clusters Score -389222.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -389229.093750 Penalty: 2864.512451
	Iteration 17Q: 3 clusters Score -389229.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -389237.218750 Penalty: 2864.512451
	Iteration 18Q: 3 clusters Score -389237.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -389243.375000 Penalty: 2864.512451
	Iteration 19Q: 3 clusters Score -389243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -389247.812500 Penalty: 2864.512451
	Iteration 20F: 3 clusters Score -389247.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -389253.437500 Penalty: 2864.512451
	Iteration 21Q: 3 clusters Score -389253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -389260.156250 Penalty: 2864.512451
	Iteration 22Q: 3 clusters Score -389260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -389264.906250 Penalty: 2864.512451
	Iteration 23Q: 3 clusters Score -389264.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -389270.718750 Penalty: 2864.512451
	Iteration 24Q: 3 clusters Score -389270.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -389276.312500 Penalty: 2864.512451
	Iteration 25Q: 3 clusters Score -389276.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -389283.656250 Penalty: 2864.512451
	Iteration 26Q: 3 clusters Score -389283.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -389289.000000 Penalty: 2864.512451
	Iteration 27Q: 3 clusters Score -389289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -389293.437500 Penalty: 2864.512451
	Iteration 28Q: 3 clusters Score -389293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -389295.968750 Penalty: 2864.512451
	Iteration 29Q: 3 clusters Score -389296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -389298.406250 Penalty: 2864.512451
	Iteration 30Q: 3 clusters Score -389298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -389298.343750 Penalty: 2864.512451
	Iteration 31Q: 3 clusters Score -389298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -389299.031250 Penalty: 2864.512451
	Iteration 32Q: 3 clusters Score -389299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -389299.031250 Penalty: 2864.512451
	Iteration 33F: 3 clusters Score -389299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -69112.601562 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -69112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -67541.093750 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -67541.09 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67848.921875 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -67848.92 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -67940.843750 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -67940.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67980.351562 Penalty: 2308.846924
	Iteration 3Q: 3 clusters Score -67980.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -68016.328125 Penalty: 2308.846924
	Iteration 4Q: 3 clusters Score -68016.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -68041.382812 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -68041.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68083.492188 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -68083.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68100.734375 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -68100.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68123.476562 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -68123.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68150.039062 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -68150.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -68161.156250 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -68161.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -68169.984375 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -68169.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -68175.031250 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -68175.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68182.843750 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -68182.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68189.031250 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -68189.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68198.664062 Penalty: 2308.846924
	Iteration 15Q: 3 clusters Score -68198.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68206.687500 Penalty: 2308.846924
	Iteration 16Q: 3 clusters Score -68206.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68218.796875 Penalty: 2308.846924
	Iteration 17Q: 3 clusters Score -68218.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68234.773438 Penalty: 2308.846924
	Iteration 18Q: 3 clusters Score -68234.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68244.789062 Penalty: 2308.846924
	Iteration 19Q: 3 clusters Score -68244.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68251.718750 Penalty: 2308.846924
	Iteration 20F: 3 clusters Score -68251.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68257.757812 Penalty: 2308.846924
	Iteration 21Q: 3 clusters Score -68257.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68262.812500 Penalty: 2308.846924
	Iteration 22Q: 3 clusters Score -68262.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68272.906250 Penalty: 2308.846924
	Iteration 23Q: 3 clusters Score -68272.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68289.382812 Penalty: 2308.846924
	Iteration 24Q: 3 clusters Score -68289.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68307.304688 Penalty: 2308.846924
	Iteration 25Q: 3 clusters Score -68307.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68322.687500 Penalty: 2308.846924
	Iteration 26Q: 3 clusters Score -68322.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68329.718750 Penalty: 2308.846924
	Iteration 27Q: 3 clusters Score -68329.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68333.000000 Penalty: 2308.846924
	Iteration 28Q: 3 clusters Score -68333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68337.601562 Penalty: 2308.846924
	Iteration 29Q: 3 clusters Score -68337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68338.718750 Penalty: 2308.846924
	Iteration 30Q: 3 clusters Score -68338.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68338.984375 Penalty: 2308.846924
	Iteration 31Q: 3 clusters Score -68338.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68338.984375 Penalty: 2308.846924
	Iteration 32F: 3 clusters Score -68338.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -23386.468750 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -23386.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22261.726562 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -22261.73 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22421.726562 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -22421.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22496.533203 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -22496.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22535.042969 Penalty: 2029.354248
	Iteration 3Q: 3 clusters Score -22535.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22546.691406 Penalty: 2029.354248
	Iteration 4Q: 3 clusters Score -22546.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22577.718750 Penalty: 2029.354248
	Iteration 5Q: 3 clusters Score -22577.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22603.166016 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -22603.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22619.365234 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -22619.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22659.318359 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -22659.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22692.632812 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -22692.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22718.796875 Penalty: 2029.354248
	Iteration 10Q: 3 clusters Score -22718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -22737.156250 Penalty: 2029.354248
	Iteration 11Q: 3 clusters Score -22737.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -22779.869141 Penalty: 2029.354248
	Iteration 12Q: 3 clusters Score -22779.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22826.755859 Penalty: 2029.354248
	Iteration 13Q: 3 clusters Score -22826.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -22845.728516 Penalty: 2029.354248
	Iteration 14Q: 3 clusters Score -22845.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22849.050781 Penalty: 2029.354248
	Iteration 15Q: 3 clusters Score -22849.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22853.580078 Penalty: 2029.354248
	Iteration 16Q: 3 clusters Score -22853.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22857.994141 Penalty: 2029.354248
	Iteration 17Q: 3 clusters Score -22857.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22863.882812 Penalty: 2029.354248
	Iteration 18Q: 3 clusters Score -22863.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22871.308594 Penalty: 2029.354248
	Iteration 19Q: 3 clusters Score -22871.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22878.113281 Penalty: 2029.354248
	Iteration 20F: 3 clusters Score -22878.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22881.539062 Penalty: 2029.354248
	Iteration 21Q: 3 clusters Score -22881.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22897.224609 Penalty: 2029.354248
	Iteration 22Q: 3 clusters Score -22897.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22905.767578 Penalty: 2029.354248
	Iteration 23Q: 3 clusters Score -22905.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22908.890625 Penalty: 2029.354248
	Iteration 24Q: 3 clusters Score -22908.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22913.935547 Penalty: 2029.354248
	Iteration 25Q: 3 clusters Score -22913.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22913.935547 Penalty: 2029.354248
	Iteration 26F: 3 clusters Score -22913.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Entering Unmasked Estep 
Score: -982407.312500 Penalty: 1583.689453
	Iteration 0F: 2 clusters Score -982407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -970656.250000 Penalty: 3167.378906
	Iteration 0F: 3 clusters Score -970656.2 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -975135.250000 Penalty: 3167.378906
	Iteration 1F: 3 clusters Score -975135.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -975837.625000 Penalty: 3167.378906
	Iteration 2F: 3 clusters Score -975837.6 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -976764.187500 Penalty: 3167.378906
	Iteration 3F: 3 clusters Score -976764.2 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -977822.937500 Penalty: 3167.378906
	Iteration 4F: 3 clusters Score -977822.9 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -978834.750000 Penalty: 3167.378906
	Iteration 5F: 3 clusters Score -978834.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -979707.562500 Penalty: 3167.378906
	Iteration 6F: 3 clusters Score -979707.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -980442.812500 Penalty: 3167.378906
	Iteration 7F: 3 clusters Score -980442.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -981102.125000 Penalty: 3167.378906
	Iteration 8Q: 3 clusters Score -981102.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -981599.375000 Penalty: 3167.378906
	Iteration 9Q: 3 clusters Score -981599.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -981907.750000 Penalty: 3167.378906
	Iteration 10Q: 3 clusters Score -981907.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -982067.000000 Penalty: 3167.378906
	Iteration 11Q: 3 clusters Score -982067 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -982137.812500 Penalty: 3167.378906
	Iteration 12Q: 3 clusters Score -982137.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -982181.562500 Penalty: 3167.378906
	Iteration 13Q: 3 clusters Score -982181.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -982205.937500 Penalty: 3167.378906
	Iteration 14Q: 3 clusters Score -982205.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -982216.125000 Penalty: 3167.378906
	Iteration 15Q: 3 clusters Score -982216.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -982223.562500 Penalty: 3167.378906
	Iteration 16Q: 3 clusters Score -982223.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -982229.187500 Penalty: 3167.378906
	Iteration 17Q: 3 clusters Score -982229.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -982230.562500 Penalty: 3167.378906
	Iteration 18Q: 3 clusters Score -982230.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -982234.812500 Penalty: 3167.378906
	Iteration 19Q: 3 clusters Score -982234.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -982236.125000 Penalty: 3167.378906
	Iteration 20F: 3 clusters Score -982236.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -982238.687500 Penalty: 3167.378906
	Iteration 21Q: 3 clusters Score -982238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -982238.187500 Penalty: 3167.378906
	Iteration 22Q: 3 clusters Score -982238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -982238.000000 Penalty: 3167.378906
	Iteration 23Q: 3 clusters Score -982238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -982239.687500 Penalty: 3167.378906
	Iteration 24Q: 3 clusters Score -982239.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -982238.500000 Penalty: 3167.378906
	Iteration 25Q: 3 clusters Score -982238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -982240.750000 Penalty: 3167.378906
	Iteration 26Q: 3 clusters Score -982240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -982242.562500 Penalty: 3167.378906
	Iteration 27Q: 3 clusters Score -982242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -982242.625000 Penalty: 3167.378906
	Iteration 28Q: 3 clusters Score -982242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -982243.500000 Penalty: 3167.378906
	Iteration 29Q: 3 clusters Score -982243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -982242.812500 Penalty: 3167.378906
	Iteration 30Q: 3 clusters Score -982242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -982242.687500 Penalty: 3167.378906
	Iteration 31Q: 3 clusters Score -982242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -982241.062500 Penalty: 3167.378906
	Iteration 32Q: 3 clusters Score -982241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -982241.875000 Penalty: 3167.378906
	Iteration 33Q: 3 clusters Score -982241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -982241.875000 Penalty: 3167.378906
	Iteration 34F: 3 clusters Score -982241.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Entering Unmasked Estep 
Score: -658296.750000 Penalty: 1516.756226
	Iteration 0F: 2 clusters Score -658296.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -650360.000000 Penalty: 3033.512451
	Iteration 0F: 3 clusters Score -650360 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -652932.812500 Penalty: 3033.512451
	Iteration 1F: 3 clusters Score -652932.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -653166.937500 Penalty: 3033.512451
	Iteration 2F: 3 clusters Score -653166.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -653372.312500 Penalty: 3033.512451
	Iteration 3Q: 3 clusters Score -653372.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -653626.875000 Penalty: 3033.512451
	Iteration 4Q: 3 clusters Score -653626.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -653992.250000 Penalty: 3033.512451
	Iteration 5Q: 3 clusters Score -653992.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -654471.500000 Penalty: 3033.512451
	Iteration 6F: 3 clusters Score -654471.5 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -655080.187500 Penalty: 3033.512451
	Iteration 7F: 3 clusters Score -655080.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -655688.750000 Penalty: 3033.512451
	Iteration 8F: 3 clusters Score -655688.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -656178.062500 Penalty: 3033.512451
	Iteration 9Q: 3 clusters Score -656178.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -656503.312500 Penalty: 3033.512451
	Iteration 10Q: 3 clusters Score -656503.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -656692.562500 Penalty: 3033.512451
	Iteration 11Q: 3 clusters Score -656692.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -656827.875000 Penalty: 3033.512451
	Iteration 12Q: 3 clusters Score -656827.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -656893.062500 Penalty: 3033.512451
	Iteration 13Q: 3 clusters Score -656893.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -656936.562500 Penalty: 3033.512451
	Iteration 14Q: 3 clusters Score -656936.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -656971.812500 Penalty: 3033.512451
	Iteration 15Q: 3 clusters Score -656971.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -656995.250000 Penalty: 3033.512451
	Iteration 16Q: 3 clusters Score -656995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -657012.312500 Penalty: 3033.512451
	Iteration 17Q: 3 clusters Score -657012.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -657027.812500 Penalty: 3033.512451
	Iteration 18Q: 3 clusters Score -657027.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -657038.375000 Penalty: 3033.512451
	Iteration 19Q: 3 clusters Score -657038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -657040.687500 Penalty: 3033.512451
	Iteration 20F: 3 clusters Score -657040.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -657049.625000 Penalty: 3033.512451
	Iteration 21Q: 3 clusters Score -657049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -657052.875000 Penalty: 3033.512451
	Iteration 22Q: 3 clusters Score -657052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -657055.500000 Penalty: 3033.512451
	Iteration 23Q: 3 clusters Score -657055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -657057.250000 Penalty: 3033.512451
	Iteration 24Q: 3 clusters Score -657057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -657058.375000 Penalty: 3033.512451
	Iteration 25Q: 3 clusters Score -657058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -657061.125000 Penalty: 3033.512451
	Iteration 26Q: 3 clusters Score -657061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -657064.250000 Penalty: 3033.512451
	Iteration 27Q: 3 clusters Score -657064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -657066.687500 Penalty: 3033.512451
	Iteration 28Q: 3 clusters Score -657066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -657070.062500 Penalty: 3033.512451
	Iteration 29Q: 3 clusters Score -657070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -657070.062500 Penalty: 3033.512451
	Iteration 30Q: 3 clusters Score -657070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -657070.187500 Penalty: 3033.512451
	Iteration 31Q: 3 clusters Score -657070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -657074.125000 Penalty: 3033.512451
	Iteration 32Q: 3 clusters Score -657074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -657073.500000 Penalty: 3033.512451
	Iteration 33Q: 3 clusters Score -657073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -657074.687500 Penalty: 3033.512451
	Iteration 34Q: 3 clusters Score -657074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -657076.250000 Penalty: 3033.512451
	Iteration 35Q: 3 clusters Score -657076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -657077.250000 Penalty: 3033.512451
	Iteration 36Q: 3 clusters Score -657077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -657079.062500 Penalty: 3033.512451
	Iteration 37Q: 3 clusters Score -657079.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -657079.062500 Penalty: 3033.512451
	Iteration 38F: 3 clusters Score -657079.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Entering Unmasked Estep 
Score: -717318.125000 Penalty: 1524.181152
	Iteration 0F: 2 clusters Score -717318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -708898.062500 Penalty: 3048.362305
	Iteration 0F: 3 clusters Score -708898.1 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -711749.375000 Penalty: 3048.362305
	Iteration 1F: 3 clusters Score -711749.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -712049.062500 Penalty: 3048.362305
	Iteration 2F: 3 clusters Score -712049.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -712295.250000 Penalty: 3048.362305
	Iteration 3F: 3 clusters Score -712295.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -712551.750000 Penalty: 3048.362305
	Iteration 4Q: 3 clusters Score -712551.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -712811.875000 Penalty: 3048.362305
	Iteration 5Q: 3 clusters Score -712811.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -713084.437500 Penalty: 3048.362305
	Iteration 6Q: 3 clusters Score -713084.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -713359.125000 Penalty: 3048.362305
	Iteration 7Q: 3 clusters Score -713359.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -713670.812500 Penalty: 3048.362305
	Iteration 8Q: 3 clusters Score -713670.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -714025.687500 Penalty: 3048.362305
	Iteration 9Q: 3 clusters Score -714025.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -714413.187500 Penalty: 3048.362305
	Iteration 10Q: 3 clusters Score -714413.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -714843.500000 Penalty: 3048.362305
	Iteration 11Q: 3 clusters Score -714843.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -715231.937500 Penalty: 3048.362305
	Iteration 12Q: 3 clusters Score -715231.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -715502.500000 Penalty: 3048.362305
	Iteration 13Q: 3 clusters Score -715502.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -715678.687500 Penalty: 3048.362305
	Iteration 14Q: 3 clusters Score -715678.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -715832.062500 Penalty: 3048.362305
	Iteration 15Q: 3 clusters Score -715832.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -715935.687500 Penalty: 3048.362305
	Iteration 16Q: 3 clusters Score -715935.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -716003.562500 Penalty: 3048.362305
	Iteration 17Q: 3 clusters Score -716003.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -716050.375000 Penalty: 3048.362305
	Iteration 18Q: 3 clusters Score -716050.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -716080.250000 Penalty: 3048.362305
	Iteration 19Q: 3 clusters Score -716080.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -716102.875000 Penalty: 3048.362305
	Iteration 20F: 3 clusters Score -716102.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -716122.062500 Penalty: 3048.362305
	Iteration 21Q: 3 clusters Score -716122.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -716131.250000 Penalty: 3048.362305
	Iteration 22Q: 3 clusters Score -716131.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -716136.875000 Penalty: 3048.362305
	Iteration 23Q: 3 clusters Score -716136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -716143.562500 Penalty: 3048.362305
	Iteration 24Q: 3 clusters Score -716143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -716148.312500 Penalty: 3048.362305
	Iteration 25Q: 3 clusters Score -716148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -716152.875000 Penalty: 3048.362305
	Iteration 26Q: 3 clusters Score -716152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -716154.187500 Penalty: 3048.362305
	Iteration 27Q: 3 clusters Score -716154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -716159.625000 Penalty: 3048.362305
	Iteration 28Q: 3 clusters Score -716159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -716164.562500 Penalty: 3048.362305
	Iteration 29Q: 3 clusters Score -716164.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -716167.000000 Penalty: 3048.362305
	Iteration 30Q: 3 clusters Score -716167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -716175.875000 Penalty: 3048.362305
	Iteration 31Q: 3 clusters Score -716175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -716181.062500 Penalty: 3048.362305
	Iteration 32Q: 3 clusters Score -716181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -716182.562500 Penalty: 3048.362305
	Iteration 33Q: 3 clusters Score -716182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -716185.437500 Penalty: 3048.362305
	Iteration 34Q: 3 clusters Score -716185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -716188.437500 Penalty: 3048.362305
	Iteration 35Q: 3 clusters Score -716188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -716190.000000 Penalty: 3048.362305
	Iteration 36Q: 3 clusters Score -716190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -716192.562500 Penalty: 3048.362305
	Iteration 37Q: 3 clusters Score -716192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -716192.437500 Penalty: 3048.362305
	Iteration 38Q: 3 clusters Score -716192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -716193.312500 Penalty: 3048.362305
	Iteration 39Q: 3 clusters Score -716193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -716194.625000 Penalty: 3048.362305
	Iteration 40F: 3 clusters Score -716194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -716194.750000 Penalty: 3048.362305
	Iteration 41Q: 3 clusters Score -716194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -716195.312500 Penalty: 3048.362305
	Iteration 42Q: 3 clusters Score -716195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -716196.625000 Penalty: 3048.362305
	Iteration 43Q: 3 clusters Score -716196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -716195.687500 Penalty: 3048.362305
	Iteration 44Q: 3 clusters Score -716195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -716195.687500 Penalty: 3048.362305
	Iteration 45F: 3 clusters Score -716195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -75751.906250 Penalty: 1174.848755
	Iteration 0F: 2 clusters Score -75751.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -74067.484375 Penalty: 2349.697510
	Iteration 0F: 3 clusters Score -74067.48 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -74441.062500 Penalty: 2349.697510
	Iteration 1F: 3 clusters Score -74441.06 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -74568.171875 Penalty: 2349.697510
	Iteration 2F: 3 clusters Score -74568.17 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -74666.007812 Penalty: 2349.697510
	Iteration 3F: 3 clusters Score -74666.01 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -74753.796875 Penalty: 2349.697510
	Iteration 4F: 3 clusters Score -74753.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -74828.718750 Penalty: 2349.697510
	Iteration 5Q: 3 clusters Score -74828.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -74880.515625 Penalty: 2349.697510
	Iteration 6Q: 3 clusters Score -74880.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -74928.585938 Penalty: 2349.697510
	Iteration 7Q: 3 clusters Score -74928.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -74976.687500 Penalty: 2349.697510
	Iteration 8Q: 3 clusters Score -74976.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -75021.976562 Penalty: 2349.697510
	Iteration 9Q: 3 clusters Score -75021.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -75056.851562 Penalty: 2349.697510
	Iteration 10Q: 3 clusters Score -75056.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -75082.414062 Penalty: 2349.697510
	Iteration 11Q: 3 clusters Score -75082.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -75111.421875 Penalty: 2349.697510
	Iteration 12Q: 3 clusters Score -75111.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -75135.312500 Penalty: 2349.697510
	Iteration 13Q: 3 clusters Score -75135.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -75149.570312 Penalty: 2349.697510
	Iteration 14Q: 3 clusters Score -75149.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75164.054688 Penalty: 2349.697510
	Iteration 15Q: 3 clusters Score -75164.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75175.335938 Penalty: 2349.697510
	Iteration 16Q: 3 clusters Score -75175.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75183.546875 Penalty: 2349.697510
	Iteration 17Q: 3 clusters Score -75183.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -75191.718750 Penalty: 2349.697510
	Iteration 18Q: 3 clusters Score -75191.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -75195.703125 Penalty: 2349.697510
	Iteration 19Q: 3 clusters Score -75195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -75200.187500 Penalty: 2349.697510
	Iteration 20F: 3 clusters Score -75200.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -75204.203125 Penalty: 2349.697510
	Iteration 21Q: 3 clusters Score -75204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -75209.078125 Penalty: 2349.697510
	Iteration 22Q: 3 clusters Score -75209.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -75214.195312 Penalty: 2349.697510
	Iteration 23Q: 3 clusters Score -75214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -75222.117188 Penalty: 2349.697510
	Iteration 24Q: 3 clusters Score -75222.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -75223.679688 Penalty: 2349.697510
	Iteration 25Q: 3 clusters Score -75223.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -75223.679688 Penalty: 2349.697510
	Iteration 26F: 3 clusters Score -75223.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Entering Unmasked Estep 
Score: -150066.390625 Penalty: 1267.859009
	Iteration 0F: 2 clusters Score -150066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -147665.031250 Penalty: 2535.718018
	Iteration 0F: 3 clusters Score -147665 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -148221.593750 Penalty: 2535.718018
	Iteration 1F: 3 clusters Score -148221.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -148345.578125 Penalty: 2535.718018
	Iteration 2F: 3 clusters Score -148345.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -148427.406250 Penalty: 2535.718018
	Iteration 3Q: 3 clusters Score -148427.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -148504.031250 Penalty: 2535.718018
	Iteration 4Q: 3 clusters Score -148504 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -148564.843750 Penalty: 2535.718018
	Iteration 5Q: 3 clusters Score -148564.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -148614.093750 Penalty: 2535.718018
	Iteration 6Q: 3 clusters Score -148614.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -148665.937500 Penalty: 2535.718018
	Iteration 7Q: 3 clusters Score -148665.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -148697.453125 Penalty: 2535.718018
	Iteration 8Q: 3 clusters Score -148697.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -148728.453125 Penalty: 2535.718018
	Iteration 9Q: 3 clusters Score -148728.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -148751.515625 Penalty: 2535.718018
	Iteration 10Q: 3 clusters Score -148751.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148770.703125 Penalty: 2535.718018
	Iteration 11Q: 3 clusters Score -148770.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -148784.093750 Penalty: 2535.718018
	Iteration 12Q: 3 clusters Score -148784.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -148801.234375 Penalty: 2535.718018
	Iteration 13Q: 3 clusters Score -148801.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -148823.171875 Penalty: 2535.718018
	Iteration 14Q: 3 clusters Score -148823.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -148839.312500 Penalty: 2535.718018
	Iteration 15Q: 3 clusters Score -148839.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -148852.421875 Penalty: 2535.718018
	Iteration 16Q: 3 clusters Score -148852.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -148862.406250 Penalty: 2535.718018
	Iteration 17Q: 3 clusters Score -148862.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -148874.562500 Penalty: 2535.718018
	Iteration 18Q: 3 clusters Score -148874.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -148888.453125 Penalty: 2535.718018
	Iteration 19Q: 3 clusters Score -148888.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -148904.343750 Penalty: 2535.718018
	Iteration 20F: 3 clusters Score -148904.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148918.125000 Penalty: 2535.718018
	Iteration 21Q: 3 clusters Score -148918.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148932.937500 Penalty: 2535.718018
	Iteration 22Q: 3 clusters Score -148932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -148941.046875 Penalty: 2535.718018
	Iteration 23Q: 3 clusters Score -148941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148946.718750 Penalty: 2535.718018
	Iteration 24Q: 3 clusters Score -148946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148952.953125 Penalty: 2535.718018
	Iteration 25Q: 3 clusters Score -148953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148958.609375 Penalty: 2535.718018
	Iteration 26Q: 3 clusters Score -148958.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -148962.812500 Penalty: 2535.718018
	Iteration 27Q: 3 clusters Score -148962.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -148968.000000 Penalty: 2535.718018
	Iteration 28Q: 3 clusters Score -148968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148970.468750 Penalty: 2535.718018
	Iteration 29Q: 3 clusters Score -148970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148971.421875 Penalty: 2535.718018
	Iteration 30Q: 3 clusters Score -148971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148972.656250 Penalty: 2535.718018
	Iteration 31Q: 3 clusters Score -148972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -148974.203125 Penalty: 2535.718018
	Iteration 32Q: 3 clusters Score -148974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148978.296875 Penalty: 2535.718018
	Iteration 33Q: 3 clusters Score -148978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148983.453125 Penalty: 2535.718018
	Iteration 34Q: 3 clusters Score -148983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -148985.343750 Penalty: 2535.718018
	Iteration 35Q: 3 clusters Score -148985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -148986.203125 Penalty: 2535.718018
	Iteration 36Q: 3 clusters Score -148986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -148987.562500 Penalty: 2535.718018
	Iteration 37Q: 3 clusters Score -148987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148989.390625 Penalty: 2535.718018
	Iteration 38Q: 3 clusters Score -148989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -148990.687500 Penalty: 2535.718018
	Iteration 39Q: 3 clusters Score -148990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -148992.593750 Penalty: 2535.718018
	Iteration 40F: 3 clusters Score -148992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148994.609375 Penalty: 2535.718018
	Iteration 41Q: 3 clusters Score -148994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -148997.687500 Penalty: 2535.718018
	Iteration 42Q: 3 clusters Score -148997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -148998.593750 Penalty: 2535.718018
	Iteration 43Q: 3 clusters Score -148998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -148999.546875 Penalty: 2535.718018
	Iteration 44Q: 3 clusters Score -148999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -148999.656250 Penalty: 2535.718018
	Iteration 45Q: 3 clusters Score -148999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -148999.656250 Penalty: 2535.718018
	Iteration 46F: 3 clusters Score -148999.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -159840.359375 Penalty: 1287.131592
	Iteration 0F: 2 clusters Score -159840.4 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 1380 members 
Entering Unmasked Estep 
Score: -157284.703125 Penalty: 2574.263184
	Iteration 0F: 3 clusters Score -157284.7 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -157858.187500 Penalty: 2574.263184
	Iteration 1F: 3 clusters Score -157858.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -158029.109375 Penalty: 2574.263184
	Iteration 2F: 3 clusters Score -158029.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -158152.156250 Penalty: 2574.263184
	Iteration 3F: 3 clusters Score -158152.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -158262.578125 Penalty: 2574.263184
	Iteration 4F: 3 clusters Score -158262.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -158366.140625 Penalty: 2574.263184
	Iteration 5Q: 3 clusters Score -158366.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -158460.765625 Penalty: 2574.263184
	Iteration 6Q: 3 clusters Score -158460.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -158547.890625 Penalty: 2574.263184
	Iteration 7Q: 3 clusters Score -158547.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -158623.156250 Penalty: 2574.263184
	Iteration 8Q: 3 clusters Score -158623.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -158680.796875 Penalty: 2574.263184
	Iteration 9Q: 3 clusters Score -158680.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -158720.484375 Penalty: 2574.263184
	Iteration 10Q: 3 clusters Score -158720.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -158760.718750 Penalty: 2574.263184
	Iteration 11Q: 3 clusters Score -158760.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -158801.000000 Penalty: 2574.263184
	Iteration 12Q: 3 clusters Score -158801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -158829.562500 Penalty: 2574.263184
	Iteration 13Q: 3 clusters Score -158829.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -158855.500000 Penalty: 2574.263184
	Iteration 14Q: 3 clusters Score -158855.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -158880.609375 Penalty: 2574.263184
	Iteration 15Q: 3 clusters Score -158880.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -158898.968750 Penalty: 2574.263184
	Iteration 16Q: 3 clusters Score -158899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -158910.828125 Penalty: 2574.263184
	Iteration 17Q: 3 clusters Score -158910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -158919.031250 Penalty: 2574.263184
	Iteration 18Q: 3 clusters Score -158919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -158921.671875 Penalty: 2574.263184
	Iteration 19Q: 3 clusters Score -158921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -158923.031250 Penalty: 2574.263184
	Iteration 20F: 3 clusters Score -158923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -158923.937500 Penalty: 2574.263184
	Iteration 21Q: 3 clusters Score -158923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -158923.937500 Penalty: 2574.263184
	Iteration 22F: 3 clusters Score -158923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Entering Unmasked Estep 
Score: -560045.937500 Penalty: 1486.400757
	Iteration 0F: 2 clusters Score -560045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -553218.250000 Penalty: 2972.801514
	Iteration 0F: 3 clusters Score -553218.2 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -555597.312500 Penalty: 2972.801514
	Iteration 1F: 3 clusters Score -555597.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -556044.062500 Penalty: 2972.801514
	Iteration 2F: 3 clusters Score -556044.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -556572.500000 Penalty: 2972.801514
	Iteration 3F: 3 clusters Score -556572.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -557155.187500 Penalty: 2972.801514
	Iteration 4F: 3 clusters Score -557155.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -557676.250000 Penalty: 2972.801514
	Iteration 5F: 3 clusters Score -557676.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -558036.250000 Penalty: 2972.801514
	Iteration 6F: 3 clusters Score -558036.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -558282.000000 Penalty: 2972.801514
	Iteration 7Q: 3 clusters Score -558282 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -558535.125000 Penalty: 2972.801514
	Iteration 8Q: 3 clusters Score -558535.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -558716.375000 Penalty: 2972.801514
	Iteration 9Q: 3 clusters Score -558716.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -558830.187500 Penalty: 2972.801514
	Iteration 10Q: 3 clusters Score -558830.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -558892.125000 Penalty: 2972.801514
	Iteration 11Q: 3 clusters Score -558892.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -558937.750000 Penalty: 2972.801514
	Iteration 12Q: 3 clusters Score -558937.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -558981.562500 Penalty: 2972.801514
	Iteration 13Q: 3 clusters Score -558981.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -559014.812500 Penalty: 2972.801514
	Iteration 14Q: 3 clusters Score -559014.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -559043.250000 Penalty: 2972.801514
	Iteration 15Q: 3 clusters Score -559043.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -559058.750000 Penalty: 2972.801514
	Iteration 16Q: 3 clusters Score -559058.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -559071.125000 Penalty: 2972.801514
	Iteration 17Q: 3 clusters Score -559071.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -559080.125000 Penalty: 2972.801514
	Iteration 18Q: 3 clusters Score -559080.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -559083.562500 Penalty: 2972.801514
	Iteration 19Q: 3 clusters Score -559083.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -559089.125000 Penalty: 2972.801514
	Iteration 20F: 3 clusters Score -559089.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -559091.250000 Penalty: 2972.801514
	Iteration 21Q: 3 clusters Score -559091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -559092.062500 Penalty: 2972.801514
	Iteration 22Q: 3 clusters Score -559092.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -559093.687500 Penalty: 2972.801514
	Iteration 23Q: 3 clusters Score -559093.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -559095.187500 Penalty: 2972.801514
	Iteration 24Q: 3 clusters Score -559095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -559099.312500 Penalty: 2972.801514
	Iteration 25Q: 3 clusters Score -559099.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -559098.437500 Penalty: 2972.801514
	Iteration 26Q: 3 clusters Score -559098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -559099.437500 Penalty: 2972.801514
	Iteration 27Q: 3 clusters Score -559099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -559102.437500 Penalty: 2972.801514
	Iteration 28Q: 3 clusters Score -559102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -559102.937500 Penalty: 2972.801514
	Iteration 29Q: 3 clusters Score -559102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -559105.000000 Penalty: 2972.801514
	Iteration 30Q: 3 clusters Score -559105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -559106.562500 Penalty: 2972.801514
	Iteration 31Q: 3 clusters Score -559106.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -559106.500000 Penalty: 2972.801514
	Iteration 32Q: 3 clusters Score -559106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -559108.312500 Penalty: 2972.801514
	Iteration 33Q: 3 clusters Score -559108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -559109.312500 Penalty: 2972.801514
	Iteration 34Q: 3 clusters Score -559109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -559109.312500 Penalty: 2972.801514
	Iteration 35Q: 3 clusters Score -559109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -559109.687500 Penalty: 2972.801514
	Iteration 36Q: 3 clusters Score -559109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -559109.500000 Penalty: 2972.801514
	Iteration 37Q: 3 clusters Score -559109.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -559109.562500 Penalty: 2972.801514
	Iteration 38Q: 3 clusters Score -559109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -559111.125000 Penalty: 2972.801514
	Iteration 39Q: 3 clusters Score -559111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -559110.625000 Penalty: 2972.801514
	Iteration 40F: 3 clusters Score -559110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -559111.500000 Penalty: 2972.801514
	Iteration 41Q: 3 clusters Score -559111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -559112.375000 Penalty: 2972.801514
	Iteration 42Q: 3 clusters Score -559112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -559111.937500 Penalty: 2972.801514
	Iteration 43Q: 3 clusters Score -559111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -559112.625000 Penalty: 2972.801514
	Iteration 44Q: 3 clusters Score -559112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -559111.875000 Penalty: 2972.801514
	Iteration 45Q: 3 clusters Score -559111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -559112.187500 Penalty: 2972.801514
	Iteration 46Q: 3 clusters Score -559112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -559113.187500 Penalty: 2972.801514
	Iteration 47Q: 3 clusters Score -559113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -559116.062500 Penalty: 2972.801514
	Iteration 48Q: 3 clusters Score -559116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -559114.750000 Penalty: 2972.801514
	Iteration 49Q: 3 clusters Score -559114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -559114.625000 Penalty: 2972.801514
	Iteration 50Q: 3 clusters Score -559114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -559114.437500 Penalty: 2972.801514
	Iteration 51Q: 3 clusters Score -559114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -559116.562500 Penalty: 2972.801514
	Iteration 52Q: 3 clusters Score -559116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -559116.312500 Penalty: 2972.801514
	Iteration 53Q: 3 clusters Score -559116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -559115.687500 Penalty: 2972.801514
	Iteration 54Q: 3 clusters Score -559115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -559118.250000 Penalty: 2972.801514
	Iteration 55Q: 3 clusters Score -559118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559118.250000 Penalty: 2972.801514
	Iteration 56Q: 3 clusters Score -559118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -559119.500000 Penalty: 2972.801514
	Iteration 57Q: 3 clusters Score -559119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -559118.750000 Penalty: 2972.801514
	Iteration 58Q: 3 clusters Score -559118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -559119.750000 Penalty: 2972.801514
	Iteration 59Q: 3 clusters Score -559119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -559119.000000 Penalty: 2972.801514
	Iteration 60F: 3 clusters Score -559119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -112097.382812 Penalty: 1237.726074
	Iteration 0F: 2 clusters Score -112097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109980.523438 Penalty: 2475.452148
	Iteration 0F: 3 clusters Score -109980.5 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -110395.539062 Penalty: 2475.452148
	Iteration 1F: 3 clusters Score -110395.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -110497.820312 Penalty: 2475.452148
	Iteration 2F: 3 clusters Score -110497.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -110565.429688 Penalty: 2475.452148
	Iteration 3Q: 3 clusters Score -110565.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -110608.390625 Penalty: 2475.452148
	Iteration 4Q: 3 clusters Score -110608.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -110633.578125 Penalty: 2475.452148
	Iteration 5Q: 3 clusters Score -110633.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -110653.273438 Penalty: 2475.452148
	Iteration 6Q: 3 clusters Score -110653.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -110670.320312 Penalty: 2475.452148
	Iteration 7Q: 3 clusters Score -110670.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -110683.156250 Penalty: 2475.452148
	Iteration 8Q: 3 clusters Score -110683.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -110700.953125 Penalty: 2475.452148
	Iteration 9Q: 3 clusters Score -110701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -110725.304688 Penalty: 2475.452148
	Iteration 10Q: 3 clusters Score -110725.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -110751.617188 Penalty: 2475.452148
	Iteration 11Q: 3 clusters Score -110751.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -110778.132812 Penalty: 2475.452148
	Iteration 12Q: 3 clusters Score -110778.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -110799.843750 Penalty: 2475.452148
	Iteration 13Q: 3 clusters Score -110799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -110811.187500 Penalty: 2475.452148
	Iteration 14Q: 3 clusters Score -110811.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -110825.585938 Penalty: 2475.452148
	Iteration 15Q: 3 clusters Score -110825.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -110840.156250 Penalty: 2475.452148
	Iteration 16Q: 3 clusters Score -110840.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -110856.906250 Penalty: 2475.452148
	Iteration 17Q: 3 clusters Score -110856.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -110879.523438 Penalty: 2475.452148
	Iteration 18Q: 3 clusters Score -110879.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -110896.757812 Penalty: 2475.452148
	Iteration 19Q: 3 clusters Score -110896.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -110906.906250 Penalty: 2475.452148
	Iteration 20F: 3 clusters Score -110906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -110914.117188 Penalty: 2475.452148
	Iteration 21Q: 3 clusters Score -110914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -110920.812500 Penalty: 2475.452148
	Iteration 22Q: 3 clusters Score -110920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -110928.453125 Penalty: 2475.452148
	Iteration 23Q: 3 clusters Score -110928.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -110940.265625 Penalty: 2475.452148
	Iteration 24Q: 3 clusters Score -110940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -110950.125000 Penalty: 2475.452148
	Iteration 25Q: 3 clusters Score -110950.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -110965.500000 Penalty: 2475.452148
	Iteration 26Q: 3 clusters Score -110965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -110973.273438 Penalty: 2475.452148
	Iteration 27Q: 3 clusters Score -110973.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -110983.187500 Penalty: 2475.452148
	Iteration 28Q: 3 clusters Score -110983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -110989.164062 Penalty: 2475.452148
	Iteration 29Q: 3 clusters Score -110989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -110993.734375 Penalty: 2475.452148
	Iteration 30Q: 3 clusters Score -110993.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -110998.140625 Penalty: 2475.452148
	Iteration 31Q: 3 clusters Score -110998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -111001.460938 Penalty: 2475.452148
	Iteration 32Q: 3 clusters Score -111001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -111005.273438 Penalty: 2475.452148
	Iteration 33Q: 3 clusters Score -111005.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -111012.929688 Penalty: 2475.452148
	Iteration 34Q: 3 clusters Score -111012.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -111022.320312 Penalty: 2475.452148
	Iteration 35Q: 3 clusters Score -111022.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -111030.867188 Penalty: 2475.452148
	Iteration 36Q: 3 clusters Score -111030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -111038.125000 Penalty: 2475.452148
	Iteration 37Q: 3 clusters Score -111038.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -111046.281250 Penalty: 2475.452148
	Iteration 38Q: 3 clusters Score -111046.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -111051.429688 Penalty: 2475.452148
	Iteration 39Q: 3 clusters Score -111051.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -111056.304688 Penalty: 2475.452148
	Iteration 40F: 3 clusters Score -111056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -111063.843750 Penalty: 2475.452148
	Iteration 41Q: 3 clusters Score -111063.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -111070.156250 Penalty: 2475.452148
	Iteration 42Q: 3 clusters Score -111070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -111078.234375 Penalty: 2475.452148
	Iteration 43Q: 3 clusters Score -111078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -111086.843750 Penalty: 2475.452148
	Iteration 44Q: 3 clusters Score -111086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -111092.695312 Penalty: 2475.452148
	Iteration 45Q: 3 clusters Score -111092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -111095.539062 Penalty: 2475.452148
	Iteration 46Q: 3 clusters Score -111095.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -111099.421875 Penalty: 2475.452148
	Iteration 47Q: 3 clusters Score -111099.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -111105.500000 Penalty: 2475.452148
	Iteration 48Q: 3 clusters Score -111105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -111107.492188 Penalty: 2475.452148
	Iteration 49Q: 3 clusters Score -111107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -111110.265625 Penalty: 2475.452148
	Iteration 50Q: 3 clusters Score -111110.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -111114.773438 Penalty: 2475.452148
	Iteration 51Q: 3 clusters Score -111114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -111119.367188 Penalty: 2475.452148
	Iteration 52Q: 3 clusters Score -111119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -111121.429688 Penalty: 2475.452148
	Iteration 53Q: 3 clusters Score -111121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -111126.945312 Penalty: 2475.452148
	Iteration 54Q: 3 clusters Score -111126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -111128.023438 Penalty: 2475.452148
	Iteration 55Q: 3 clusters Score -111128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -111128.632812 Penalty: 2475.452148
	Iteration 56Q: 3 clusters Score -111128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -111128.914062 Penalty: 2475.452148
	Iteration 57Q: 3 clusters Score -111128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -111129.289062 Penalty: 2475.452148
	Iteration 58Q: 3 clusters Score -111129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -111130.304688 Penalty: 2475.452148
	Iteration 59Q: 3 clusters Score -111130.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -111130.304688 Penalty: 2475.452148
	Iteration 60F: 3 clusters Score -111130.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -150303.859375 Penalty: 1281.976196
	Iteration 0F: 2 clusters Score -150303.9 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 1349 members 
Entering Unmasked Estep 
Score: -147769.109375 Penalty: 2563.952393
	Iteration 0F: 3 clusters Score -147769.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -148406.656250 Penalty: 2563.952393
	Iteration 1F: 3 clusters Score -148406.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -148542.890625 Penalty: 2563.952393
	Iteration 2F: 3 clusters Score -148542.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -148633.546875 Penalty: 2563.952393
	Iteration 3Q: 3 clusters Score -148633.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -148701.000000 Penalty: 2563.952393
	Iteration 4Q: 3 clusters Score -148701 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -148757.812500 Penalty: 2563.952393
	Iteration 5Q: 3 clusters Score -148757.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -148810.734375 Penalty: 2563.952393
	Iteration 6Q: 3 clusters Score -148810.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -148859.156250 Penalty: 2563.952393
	Iteration 7Q: 3 clusters Score -148859.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -148912.093750 Penalty: 2563.952393
	Iteration 8Q: 3 clusters Score -148912.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -148947.671875 Penalty: 2563.952393
	Iteration 9Q: 3 clusters Score -148947.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -148975.453125 Penalty: 2563.952393
	Iteration 10Q: 3 clusters Score -148975.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -148994.078125 Penalty: 2563.952393
	Iteration 11Q: 3 clusters Score -148994.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -149009.531250 Penalty: 2563.952393
	Iteration 12Q: 3 clusters Score -149009.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -149021.359375 Penalty: 2563.952393
	Iteration 13Q: 3 clusters Score -149021.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -149037.703125 Penalty: 2563.952393
	Iteration 14Q: 3 clusters Score -149037.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -149050.500000 Penalty: 2563.952393
	Iteration 15Q: 3 clusters Score -149050.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -149058.000000 Penalty: 2563.952393
	Iteration 16Q: 3 clusters Score -149058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -149062.968750 Penalty: 2563.952393
	Iteration 17Q: 3 clusters Score -149063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -149069.937500 Penalty: 2563.952393
	Iteration 18Q: 3 clusters Score -149069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -149076.093750 Penalty: 2563.952393
	Iteration 19Q: 3 clusters Score -149076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -149081.109375 Penalty: 2563.952393
	Iteration 20F: 3 clusters Score -149081.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -149084.875000 Penalty: 2563.952393
	Iteration 21Q: 3 clusters Score -149084.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -149089.984375 Penalty: 2563.952393
	Iteration 22Q: 3 clusters Score -149090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -149097.187500 Penalty: 2563.952393
	Iteration 23Q: 3 clusters Score -149097.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -149105.406250 Penalty: 2563.952393
	Iteration 24Q: 3 clusters Score -149105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -149112.468750 Penalty: 2563.952393
	Iteration 25Q: 3 clusters Score -149112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -149119.625000 Penalty: 2563.952393
	Iteration 26Q: 3 clusters Score -149119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -149126.031250 Penalty: 2563.952393
	Iteration 27Q: 3 clusters Score -149126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -149132.453125 Penalty: 2563.952393
	Iteration 28Q: 3 clusters Score -149132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -149137.062500 Penalty: 2563.952393
	Iteration 29Q: 3 clusters Score -149137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -149143.593750 Penalty: 2563.952393
	Iteration 30Q: 3 clusters Score -149143.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -149151.437500 Penalty: 2563.952393
	Iteration 31Q: 3 clusters Score -149151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -149156.890625 Penalty: 2563.952393
	Iteration 32Q: 3 clusters Score -149156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -149161.437500 Penalty: 2563.952393
	Iteration 33Q: 3 clusters Score -149161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -149166.859375 Penalty: 2563.952393
	Iteration 34Q: 3 clusters Score -149166.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -149171.406250 Penalty: 2563.952393
	Iteration 35Q: 3 clusters Score -149171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -149176.578125 Penalty: 2563.952393
	Iteration 36Q: 3 clusters Score -149176.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -149182.281250 Penalty: 2563.952393
	Iteration 37Q: 3 clusters Score -149182.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -149189.140625 Penalty: 2563.952393
	Iteration 38Q: 3 clusters Score -149189.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -149196.296875 Penalty: 2563.952393
	Iteration 39Q: 3 clusters Score -149196.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -149200.953125 Penalty: 2563.952393
	Iteration 40F: 3 clusters Score -149201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -149204.953125 Penalty: 2563.952393
	Iteration 41Q: 3 clusters Score -149205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -149209.046875 Penalty: 2563.952393
	Iteration 42Q: 3 clusters Score -149209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -149210.734375 Penalty: 2563.952393
	Iteration 43Q: 3 clusters Score -149210.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -149213.281250 Penalty: 2563.952393
	Iteration 44Q: 3 clusters Score -149213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -149215.156250 Penalty: 2563.952393
	Iteration 45Q: 3 clusters Score -149215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -149216.406250 Penalty: 2563.952393
	Iteration 46Q: 3 clusters Score -149216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -149217.875000 Penalty: 2563.952393
	Iteration 47Q: 3 clusters Score -149217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -149219.281250 Penalty: 2563.952393
	Iteration 48Q: 3 clusters Score -149219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -149219.281250 Penalty: 2563.952393
	Iteration 49F: 3 clusters Score -149219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -76287.250000 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -76287.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -74631.640625 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -74631.64 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -75008.765625 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -75008.77 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75121.187500 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -75121.19 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -75210.484375 Penalty: 2346.621338
	Iteration 3F: 3 clusters Score -75210.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -75278.789062 Penalty: 2346.621338
	Iteration 4Q: 3 clusters Score -75278.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -75323.695312 Penalty: 2346.621338
	Iteration 5Q: 3 clusters Score -75323.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -75370.960938 Penalty: 2346.621338
	Iteration 6Q: 3 clusters Score -75370.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -75412.937500 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -75412.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -75456.617188 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -75456.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -75487.593750 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -75487.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -75513.609375 Penalty: 2346.621338
	Iteration 10Q: 3 clusters Score -75513.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -75536.867188 Penalty: 2346.621338
	Iteration 11Q: 3 clusters Score -75536.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -75547.328125 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -75547.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -75551.789062 Penalty: 2346.621338
	Iteration 13Q: 3 clusters Score -75551.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -75556.320312 Penalty: 2346.621338
	Iteration 14Q: 3 clusters Score -75556.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -75561.570312 Penalty: 2346.621338
	Iteration 15Q: 3 clusters Score -75561.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -75566.093750 Penalty: 2346.621338
	Iteration 16Q: 3 clusters Score -75566.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -75569.187500 Penalty: 2346.621338
	Iteration 17Q: 3 clusters Score -75569.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -75569.187500 Penalty: 2346.621338
	Iteration 18F: 3 clusters Score -75569.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Entering Unmasked Estep 
Score: -190972.109375 Penalty: 1349.600952
	Iteration 0F: 2 clusters Score -190972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -187588.046875 Penalty: 2699.201904
	Iteration 0F: 3 clusters Score -187588 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -188601.171875 Penalty: 2699.201904
	Iteration 1F: 3 clusters Score -188601.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -188874.578125 Penalty: 2699.201904
	Iteration 2F: 3 clusters Score -188874.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -189043.406250 Penalty: 2699.201904
	Iteration 3F: 3 clusters Score -189043.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -189173.140625 Penalty: 2699.201904
	Iteration 4F: 3 clusters Score -189173.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -189283.984375 Penalty: 2699.201904
	Iteration 5Q: 3 clusters Score -189284 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -189382.578125 Penalty: 2699.201904
	Iteration 6Q: 3 clusters Score -189382.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -189450.046875 Penalty: 2699.201904
	Iteration 7Q: 3 clusters Score -189450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -189518.281250 Penalty: 2699.201904
	Iteration 8Q: 3 clusters Score -189518.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -189568.468750 Penalty: 2699.201904
	Iteration 9Q: 3 clusters Score -189568.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -189624.921875 Penalty: 2699.201904
	Iteration 10Q: 3 clusters Score -189624.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -189685.078125 Penalty: 2699.201904
	Iteration 11Q: 3 clusters Score -189685.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -189734.796875 Penalty: 2699.201904
	Iteration 12Q: 3 clusters Score -189734.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -189787.703125 Penalty: 2699.201904
	Iteration 13Q: 3 clusters Score -189787.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -189840.953125 Penalty: 2699.201904
	Iteration 14Q: 3 clusters Score -189841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -189881.031250 Penalty: 2699.201904
	Iteration 15Q: 3 clusters Score -189881 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -189936.687500 Penalty: 2699.201904
	Iteration 16Q: 3 clusters Score -189936.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -189981.531250 Penalty: 2699.201904
	Iteration 17Q: 3 clusters Score -189981.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -190020.609375 Penalty: 2699.201904
	Iteration 18Q: 3 clusters Score -190020.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -190062.125000 Penalty: 2699.201904
	Iteration 19Q: 3 clusters Score -190062.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -190110.250000 Penalty: 2699.201904
	Iteration 20F: 3 clusters Score -190110.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -190165.718750 Penalty: 2699.201904
	Iteration 21Q: 3 clusters Score -190165.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -190221.671875 Penalty: 2699.201904
	Iteration 22Q: 3 clusters Score -190221.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -190303.421875 Penalty: 2699.201904
	Iteration 23Q: 3 clusters Score -190303.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -190364.109375 Penalty: 2699.201904
	Iteration 24Q: 3 clusters Score -190364.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -190399.281250 Penalty: 2699.201904
	Iteration 25Q: 3 clusters Score -190399.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -190422.968750 Penalty: 2699.201904
	Iteration 26Q: 3 clusters Score -190423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -190433.656250 Penalty: 2699.201904
	Iteration 27Q: 3 clusters Score -190433.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -190439.718750 Penalty: 2699.201904
	Iteration 28Q: 3 clusters Score -190439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -190443.343750 Penalty: 2699.201904
	Iteration 29Q: 3 clusters Score -190443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -190444.640625 Penalty: 2699.201904
	Iteration 30Q: 3 clusters Score -190444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -190444.703125 Penalty: 2699.201904
	Iteration 31Q: 3 clusters Score -190444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -190444.781250 Penalty: 2699.201904
	Iteration 32Q: 3 clusters Score -190444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -190444.968750 Penalty: 2699.201904
	Iteration 33Q: 3 clusters Score -190445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -190447.250000 Penalty: 2699.201904
	Iteration 34Q: 3 clusters Score -190447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -190446.906250 Penalty: 2699.201904
	Iteration 35Q: 3 clusters Score -190446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -190447.859375 Penalty: 2699.201904
	Iteration 36Q: 3 clusters Score -190447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -190448.359375 Penalty: 2699.201904
	Iteration 37Q: 3 clusters Score -190448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -190449.656250 Penalty: 2699.201904
	Iteration 38Q: 3 clusters Score -190449.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -190450.109375 Penalty: 2699.201904
	Iteration 39Q: 3 clusters Score -190450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -190450.593750 Penalty: 2699.201904
	Iteration 40F: 3 clusters Score -190450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -190451.031250 Penalty: 2699.201904
	Iteration 41Q: 3 clusters Score -190451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -190451.031250 Penalty: 2699.201904
	Iteration 42F: 3 clusters Score -190451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Entering Unmasked Estep 
Score: -1574328.500000 Penalty: 1655.009399
	Iteration 0F: 2 clusters Score -1574328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1556363.000000 Penalty: 3310.018799
	Iteration 0F: 3 clusters Score -1556363 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1562984.000000 Penalty: 3310.018799
	Iteration 1F: 3 clusters Score -1562984 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1563311.500000 Penalty: 3310.018799
	Iteration 2Q: 3 clusters Score -1563312 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1563620.000000 Penalty: 3310.018799
	Iteration 3Q: 3 clusters Score -1563620 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1563913.500000 Penalty: 3310.018799
	Iteration 4Q: 3 clusters Score -1563914 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1564287.125000 Penalty: 3310.018799
	Iteration 5Q: 3 clusters Score -1564287 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1564817.000000 Penalty: 3310.018799
	Iteration 6Q: 3 clusters Score -1564817 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1565589.250000 Penalty: 3310.018799
	Iteration 7F: 3 clusters Score -1565589 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1566620.875000 Penalty: 3310.018799
	Iteration 8F: 3 clusters Score -1566621 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1567809.000000 Penalty: 3310.018799
	Iteration 9F: 3 clusters Score -1567809 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1568992.625000 Penalty: 3310.018799
	Iteration 10F: 3 clusters Score -1568993 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1570057.250000 Penalty: 3310.018799
	Iteration 11F: 3 clusters Score -1570057 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1570932.625000 Penalty: 3310.018799
	Iteration 12Q: 3 clusters Score -1570933 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1571605.375000 Penalty: 3310.018799
	Iteration 13Q: 3 clusters Score -1571605 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1572096.625000 Penalty: 3310.018799
	Iteration 14Q: 3 clusters Score -1572097 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1572387.750000 Penalty: 3310.018799
	Iteration 15Q: 3 clusters Score -1572388 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1572548.875000 Penalty: 3310.018799
	Iteration 16Q: 3 clusters Score -1572549 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1572670.500000 Penalty: 3310.018799
	Iteration 17Q: 3 clusters Score -1572670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1572748.625000 Penalty: 3310.018799
	Iteration 18Q: 3 clusters Score -1572749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1572799.500000 Penalty: 3310.018799
	Iteration 19Q: 3 clusters Score -1572800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1572828.875000 Penalty: 3310.018799
	Iteration 20F: 3 clusters Score -1572829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1572850.000000 Penalty: 3310.018799
	Iteration 21Q: 3 clusters Score -1572850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1572862.250000 Penalty: 3310.018799
	Iteration 22Q: 3 clusters Score -1572862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1572867.500000 Penalty: 3310.018799
	Iteration 23Q: 3 clusters Score -1572868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1572872.500000 Penalty: 3310.018799
	Iteration 24Q: 3 clusters Score -1572872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1572874.250000 Penalty: 3310.018799
	Iteration 25Q: 3 clusters Score -1572874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1572880.250000 Penalty: 3310.018799
	Iteration 26Q: 3 clusters Score -1572880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1572891.125000 Penalty: 3310.018799
	Iteration 27Q: 3 clusters Score -1572891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1572900.625000 Penalty: 3310.018799
	Iteration 28Q: 3 clusters Score -1572901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1572902.875000 Penalty: 3310.018799
	Iteration 29Q: 3 clusters Score -1572903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1572903.000000 Penalty: 3310.018799
	Iteration 30Q: 3 clusters Score -1572903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1572903.000000 Penalty: 3310.018799
	Iteration 31Q: 3 clusters Score -1572903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1572903.000000 Penalty: 3310.018799
	Iteration 32Q: 3 clusters Score -1572903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1572905.750000 Penalty: 3310.018799
	Iteration 33Q: 3 clusters Score -1572906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1572905.750000 Penalty: 3310.018799
	Iteration 34F: 3 clusters Score -1572906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -30910.630859 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -30910.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -29733.021484 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -29733.02 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29927.712891 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -29927.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30047.347656 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -30047.35 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30192.048828 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -30192.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30329.814453 Penalty: 2101.497070
	Iteration 4F: 3 clusters Score -30329.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30410.992188 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -30410.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30482.718750 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -30482.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30586.041016 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -30586.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30766.810547 Penalty: 2101.497070
	Iteration 8F: 3 clusters Score -30766.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30942.203125 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -30942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30985.810547 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -30985.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -30993.160156 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -30993.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31000.101562 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -31000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31001.519531 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -31001.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31001.519531 Penalty: 2101.497070
	Iteration 14F: 3 clusters Score -31001.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 28283 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 17082 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9387 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26494 members 
Mstep: Class 35 contains 355 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1143 members 
Mstep: Class 38 contains 1552 members 
Mstep: Class 39 contains 7421 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 2919 members 
Mstep: Class 42 contains 288 members 
Entering Unmasked Estep 
Score: -12701037.000000 Penalty: 84375.257812
Splitting cluster 35 changes total score from -12701708.000000 to -12701037.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Entering Unmasked Estep 
Score: -161221.218750 Penalty: 1291.152710
	Iteration 0F: 2 clusters Score -161221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -158605.437500 Penalty: 2582.305420
	Iteration 0F: 3 clusters Score -158605.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -159197.203125 Penalty: 2582.305420
	Iteration 1F: 3 clusters Score -159197.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -159318.687500 Penalty: 2582.305420
	Iteration 2F: 3 clusters Score -159318.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -159390.546875 Penalty: 2582.305420
	Iteration 3F: 3 clusters Score -159390.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -159432.828125 Penalty: 2582.305420
	Iteration 4Q: 3 clusters Score -159432.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -159465.906250 Penalty: 2582.305420
	Iteration 5Q: 3 clusters Score -159465.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -159504.640625 Penalty: 2582.305420
	Iteration 6Q: 3 clusters Score -159504.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -159534.828125 Penalty: 2582.305420
	Iteration 7Q: 3 clusters Score -159534.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -159559.453125 Penalty: 2582.305420
	Iteration 8Q: 3 clusters Score -159559.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -159579.625000 Penalty: 2582.305420
	Iteration 9Q: 3 clusters Score -159579.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -159596.375000 Penalty: 2582.305420
	Iteration 10Q: 3 clusters Score -159596.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -159609.593750 Penalty: 2582.305420
	Iteration 11Q: 3 clusters Score -159609.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -159619.156250 Penalty: 2582.305420
	Iteration 12Q: 3 clusters Score -159619.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -159627.156250 Penalty: 2582.305420
	Iteration 13Q: 3 clusters Score -159627.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -159635.046875 Penalty: 2582.305420
	Iteration 14Q: 3 clusters Score -159635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -159642.484375 Penalty: 2582.305420
	Iteration 15Q: 3 clusters Score -159642.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -159648.515625 Penalty: 2582.305420
	Iteration 16Q: 3 clusters Score -159648.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -159652.781250 Penalty: 2582.305420
	Iteration 17Q: 3 clusters Score -159652.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -159657.843750 Penalty: 2582.305420
	Iteration 18Q: 3 clusters Score -159657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -159660.093750 Penalty: 2582.305420
	Iteration 19Q: 3 clusters Score -159660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -159664.250000 Penalty: 2582.305420
	Iteration 20F: 3 clusters Score -159664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -159667.843750 Penalty: 2582.305420
	Iteration 21Q: 3 clusters Score -159667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -159669.296875 Penalty: 2582.305420
	Iteration 22Q: 3 clusters Score -159669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -159670.796875 Penalty: 2582.305420
	Iteration 23Q: 3 clusters Score -159670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -159672.859375 Penalty: 2582.305420
	Iteration 24Q: 3 clusters Score -159672.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -159674.171875 Penalty: 2582.305420
	Iteration 25Q: 3 clusters Score -159674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -159674.984375 Penalty: 2582.305420
	Iteration 26Q: 3 clusters Score -159675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -159676.218750 Penalty: 2582.305420
	Iteration 27Q: 3 clusters Score -159676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -159677.671875 Penalty: 2582.305420
	Iteration 28Q: 3 clusters Score -159677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -159678.937500 Penalty: 2582.305420
	Iteration 29Q: 3 clusters Score -159678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -159680.531250 Penalty: 2582.305420
	Iteration 30Q: 3 clusters Score -159680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -159683.046875 Penalty: 2582.305420
	Iteration 31Q: 3 clusters Score -159683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -159687.203125 Penalty: 2582.305420
	Iteration 32Q: 3 clusters Score -159687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -159689.156250 Penalty: 2582.305420
	Iteration 33Q: 3 clusters Score -159689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -159690.875000 Penalty: 2582.305420
	Iteration 34Q: 3 clusters Score -159690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -159691.515625 Penalty: 2582.305420
	Iteration 35Q: 3 clusters Score -159691.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -159692.031250 Penalty: 2582.305420
	Iteration 36Q: 3 clusters Score -159692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -159692.031250 Penalty: 2582.305420
	Iteration 37F: 3 clusters Score -159692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -61130.152344 Penalty: 1144.229370
	Iteration 0F: 2 clusters Score -61130.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -59605.777344 Penalty: 2288.458740
	Iteration 0F: 3 clusters Score -59605.78 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -59965.988281 Penalty: 2288.458740
	Iteration 1F: 3 clusters Score -59965.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60086.972656 Penalty: 2288.458740
	Iteration 2F: 3 clusters Score -60086.97 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60155.203125 Penalty: 2288.458740
	Iteration 3F: 3 clusters Score -60155.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60202.796875 Penalty: 2288.458740
	Iteration 4Q: 3 clusters Score -60202.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -60220.417969 Penalty: 2288.458740
	Iteration 5Q: 3 clusters Score -60220.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60229.957031 Penalty: 2288.458740
	Iteration 6Q: 3 clusters Score -60229.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -60237.601562 Penalty: 2288.458740
	Iteration 7Q: 3 clusters Score -60237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60247.703125 Penalty: 2288.458740
	Iteration 8Q: 3 clusters Score -60247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -60256.636719 Penalty: 2288.458740
	Iteration 9Q: 3 clusters Score -60256.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -60265.781250 Penalty: 2288.458740
	Iteration 10Q: 3 clusters Score -60265.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60278.902344 Penalty: 2288.458740
	Iteration 11Q: 3 clusters Score -60278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -60286.660156 Penalty: 2288.458740
	Iteration 12Q: 3 clusters Score -60286.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60295.980469 Penalty: 2288.458740
	Iteration 13Q: 3 clusters Score -60295.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60301.949219 Penalty: 2288.458740
	Iteration 14Q: 3 clusters Score -60301.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -60307.820312 Penalty: 2288.458740
	Iteration 15Q: 3 clusters Score -60307.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60313.667969 Penalty: 2288.458740
	Iteration 16Q: 3 clusters Score -60313.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60317.480469 Penalty: 2288.458740
	Iteration 17Q: 3 clusters Score -60317.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -60318.714844 Penalty: 2288.458740
	Iteration 18Q: 3 clusters Score -60318.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60320.406250 Penalty: 2288.458740
	Iteration 19Q: 3 clusters Score -60320.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60321.871094 Penalty: 2288.458740
	Iteration 20F: 3 clusters Score -60321.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60322.507812 Penalty: 2288.458740
	Iteration 21Q: 3 clusters Score -60322.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60324.195312 Penalty: 2288.458740
	Iteration 22Q: 3 clusters Score -60324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60327.000000 Penalty: 2288.458740
	Iteration 23Q: 3 clusters Score -60327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60327.351562 Penalty: 2288.458740
	Iteration 24Q: 3 clusters Score -60327.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -60327.351562 Penalty: 2288.458740
	Iteration 25F: 3 clusters Score -60327.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -86169.898438 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -86169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -84353.867188 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -84353.87 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -84783.265625 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -84783.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -84913.585938 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -84913.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -84993.250000 Penalty: 2387.872314
	Iteration 3F: 3 clusters Score -84993.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -85076.984375 Penalty: 2387.872314
	Iteration 4Q: 3 clusters Score -85076.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -85163.992188 Penalty: 2387.872314
	Iteration 5Q: 3 clusters Score -85163.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85302.062500 Penalty: 2387.872314
	Iteration 6Q: 3 clusters Score -85302.06 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -85538.640625 Penalty: 2387.872314
	Iteration 7F: 3 clusters Score -85538.64 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -85803.593750 Penalty: 2387.872314
	Iteration 8F: 3 clusters Score -85803.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -86117.148438 Penalty: 2387.872314
	Iteration 9F: 3 clusters Score -86117.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -86364.710938 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -86364.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -86518.593750 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -86518.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -86577.562500 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -86577.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -86594.437500 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -86594.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -86602.281250 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -86602.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -86606.843750 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -86606.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -86610.679688 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -86610.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -86616.140625 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -86616.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -86626.476562 Penalty: 2387.872314
	Iteration 18Q: 3 clusters Score -86626.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -86638.335938 Penalty: 2387.872314
	Iteration 19Q: 3 clusters Score -86638.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -86643.507812 Penalty: 2387.872314
	Iteration 20F: 3 clusters Score -86643.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -86648.242188 Penalty: 2387.872314
	Iteration 21Q: 3 clusters Score -86648.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -86650.500000 Penalty: 2387.872314
	Iteration 22Q: 3 clusters Score -86650.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -86652.812500 Penalty: 2387.872314
	Iteration 23Q: 3 clusters Score -86652.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -86653.929688 Penalty: 2387.872314
	Iteration 24Q: 3 clusters Score -86653.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -86656.187500 Penalty: 2387.872314
	Iteration 25Q: 3 clusters Score -86656.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -86657.789062 Penalty: 2387.872314
	Iteration 26Q: 3 clusters Score -86657.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -86661.968750 Penalty: 2387.872314
	Iteration 27Q: 3 clusters Score -86661.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -86664.117188 Penalty: 2387.872314
	Iteration 28Q: 3 clusters Score -86664.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -86668.812500 Penalty: 2387.872314
	Iteration 29Q: 3 clusters Score -86668.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -86675.781250 Penalty: 2387.872314
	Iteration 30Q: 3 clusters Score -86675.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -86695.976562 Penalty: 2387.872314
	Iteration 31Q: 3 clusters Score -86695.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86753.750000 Penalty: 2387.872314
	Iteration 32Q: 3 clusters Score -86753.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -86832.070312 Penalty: 2387.872314
	Iteration 33Q: 3 clusters Score -86832.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -86868.875000 Penalty: 2387.872314
	Iteration 34Q: 3 clusters Score -86868.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86888.328125 Penalty: 2387.872314
	Iteration 35Q: 3 clusters Score -86888.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86893.273438 Penalty: 2387.872314
	Iteration 36Q: 3 clusters Score -86893.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86893.937500 Penalty: 2387.872314
	Iteration 37Q: 3 clusters Score -86893.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86894.929688 Penalty: 2387.872314
	Iteration 38Q: 3 clusters Score -86894.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86894.929688 Penalty: 2387.872314
	Iteration 39F: 3 clusters Score -86894.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 28283 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 17082 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9387 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26494 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1143 members 
Mstep: Class 38 contains 973 members 
Mstep: Class 39 contains 7421 members 
Mstep: Class 40 contains 2184 members 
Mstep: Class 41 contains 2919 members 
Mstep: Class 42 contains 579 members 
Entering Unmasked Estep 
Score: -12701804.000000 Penalty: 84375.257812
Splitting cluster 38 changes total score from -12701708.000000 to -12701804.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 39 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -436272.437500 Penalty: 1448.211304
	Iteration 0F: 2 clusters Score -436272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -430741.875000 Penalty: 2896.422607
	Iteration 0F: 3 clusters Score -430741.9 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -432524.968750 Penalty: 2896.422607
	Iteration 1F: 3 clusters Score -432525 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -432943.968750 Penalty: 2896.422607
	Iteration 2F: 3 clusters Score -432944 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -433310.718750 Penalty: 2896.422607
	Iteration 3F: 3 clusters Score -433310.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -433622.718750 Penalty: 2896.422607
	Iteration 4F: 3 clusters Score -433622.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -433897.187500 Penalty: 2896.422607
	Iteration 5F: 3 clusters Score -433897.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -434128.562500 Penalty: 2896.422607
	Iteration 6Q: 3 clusters Score -434128.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -434379.343750 Penalty: 2896.422607
	Iteration 7Q: 3 clusters Score -434379.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -434585.718750 Penalty: 2896.422607
	Iteration 8Q: 3 clusters Score -434585.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -434739.031250 Penalty: 2896.422607
	Iteration 9Q: 3 clusters Score -434739 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -434867.750000 Penalty: 2896.422607
	Iteration 10Q: 3 clusters Score -434867.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -434980.000000 Penalty: 2896.422607
	Iteration 11Q: 3 clusters Score -434980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -435046.812500 Penalty: 2896.422607
	Iteration 12Q: 3 clusters Score -435046.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -435096.062500 Penalty: 2896.422607
	Iteration 13Q: 3 clusters Score -435096.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -435142.906250 Penalty: 2896.422607
	Iteration 14Q: 3 clusters Score -435142.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -435184.843750 Penalty: 2896.422607
	Iteration 15Q: 3 clusters Score -435184.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -435214.562500 Penalty: 2896.422607
	Iteration 16Q: 3 clusters Score -435214.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -435241.468750 Penalty: 2896.422607
	Iteration 17Q: 3 clusters Score -435241.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -435266.750000 Penalty: 2896.422607
	Iteration 18Q: 3 clusters Score -435266.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -435300.125000 Penalty: 2896.422607
	Iteration 19Q: 3 clusters Score -435300.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -435338.156250 Penalty: 2896.422607
	Iteration 20F: 3 clusters Score -435338.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -435388.062500 Penalty: 2896.422607
	Iteration 21Q: 3 clusters Score -435388.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -435430.406250 Penalty: 2896.422607
	Iteration 22Q: 3 clusters Score -435430.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -435450.718750 Penalty: 2896.422607
	Iteration 23Q: 3 clusters Score -435450.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -435464.625000 Penalty: 2896.422607
	Iteration 24Q: 3 clusters Score -435464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -435471.062500 Penalty: 2896.422607
	Iteration 25Q: 3 clusters Score -435471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -435477.875000 Penalty: 2896.422607
	Iteration 26Q: 3 clusters Score -435477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -435483.187500 Penalty: 2896.422607
	Iteration 27Q: 3 clusters Score -435483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -435488.312500 Penalty: 2896.422607
	Iteration 28Q: 3 clusters Score -435488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -435493.187500 Penalty: 2896.422607
	Iteration 29Q: 3 clusters Score -435493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -435497.125000 Penalty: 2896.422607
	Iteration 30Q: 3 clusters Score -435497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -435500.500000 Penalty: 2896.422607
	Iteration 31Q: 3 clusters Score -435500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -435504.937500 Penalty: 2896.422607
	Iteration 32Q: 3 clusters Score -435504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -435506.062500 Penalty: 2896.422607
	Iteration 33Q: 3 clusters Score -435506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -435508.093750 Penalty: 2896.422607
	Iteration 34Q: 3 clusters Score -435508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -435509.250000 Penalty: 2896.422607
	Iteration 35Q: 3 clusters Score -435509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -435508.906250 Penalty: 2896.422607
	Iteration 36Q: 3 clusters Score -435508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -435509.937500 Penalty: 2896.422607
	Iteration 37Q: 3 clusters Score -435509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -435509.937500 Penalty: 2896.422607
	Iteration 38F: 3 clusters Score -435509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Entering Unmasked Estep 
Score: -123123.281250 Penalty: 1249.448364
	Iteration 0F: 2 clusters Score -123123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -120909.164062 Penalty: 2498.896729
	Iteration 0F: 3 clusters Score -120909.2 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -121465.882812 Penalty: 2498.896729
	Iteration 1F: 3 clusters Score -121465.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -121610.031250 Penalty: 2498.896729
	Iteration 2F: 3 clusters Score -121610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -121686.820312 Penalty: 2498.896729
	Iteration 3F: 3 clusters Score -121686.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -121741.109375 Penalty: 2498.896729
	Iteration 4Q: 3 clusters Score -121741.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -121780.523438 Penalty: 2498.896729
	Iteration 5Q: 3 clusters Score -121780.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -121812.078125 Penalty: 2498.896729
	Iteration 6Q: 3 clusters Score -121812.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -121840.476562 Penalty: 2498.896729
	Iteration 7Q: 3 clusters Score -121840.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -121871.421875 Penalty: 2498.896729
	Iteration 8Q: 3 clusters Score -121871.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -121905.046875 Penalty: 2498.896729
	Iteration 9Q: 3 clusters Score -121905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -121929.187500 Penalty: 2498.896729
	Iteration 10Q: 3 clusters Score -121929.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -121951.226562 Penalty: 2498.896729
	Iteration 11Q: 3 clusters Score -121951.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -121974.351562 Penalty: 2498.896729
	Iteration 12Q: 3 clusters Score -121974.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -122003.726562 Penalty: 2498.896729
	Iteration 13Q: 3 clusters Score -122003.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -122030.601562 Penalty: 2498.896729
	Iteration 14Q: 3 clusters Score -122030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -122057.132812 Penalty: 2498.896729
	Iteration 15Q: 3 clusters Score -122057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -122074.671875 Penalty: 2498.896729
	Iteration 16Q: 3 clusters Score -122074.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -122089.578125 Penalty: 2498.896729
	Iteration 17Q: 3 clusters Score -122089.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -122103.242188 Penalty: 2498.896729
	Iteration 18Q: 3 clusters Score -122103.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -122122.242188 Penalty: 2498.896729
	Iteration 19Q: 3 clusters Score -122122.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -122135.359375 Penalty: 2498.896729
	Iteration 20F: 3 clusters Score -122135.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -122151.414062 Penalty: 2498.896729
	Iteration 21Q: 3 clusters Score -122151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -122170.601562 Penalty: 2498.896729
	Iteration 22Q: 3 clusters Score -122170.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -122191.625000 Penalty: 2498.896729
	Iteration 23Q: 3 clusters Score -122191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -122213.046875 Penalty: 2498.896729
	Iteration 24Q: 3 clusters Score -122213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -122237.273438 Penalty: 2498.896729
	Iteration 25Q: 3 clusters Score -122237.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -122280.304688 Penalty: 2498.896729
	Iteration 26Q: 3 clusters Score -122280.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -122329.148438 Penalty: 2498.896729
	Iteration 27Q: 3 clusters Score -122329.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122382.921875 Penalty: 2498.896729
	Iteration 28Q: 3 clusters Score -122382.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -122435.617188 Penalty: 2498.896729
	Iteration 29Q: 3 clusters Score -122435.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -122469.507812 Penalty: 2498.896729
	Iteration 30Q: 3 clusters Score -122469.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -122499.890625 Penalty: 2498.896729
	Iteration 31Q: 3 clusters Score -122499.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -122527.234375 Penalty: 2498.896729
	Iteration 32Q: 3 clusters Score -122527.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -122543.210938 Penalty: 2498.896729
	Iteration 33Q: 3 clusters Score -122543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -122548.390625 Penalty: 2498.896729
	Iteration 34Q: 3 clusters Score -122548.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -122555.054688 Penalty: 2498.896729
	Iteration 35Q: 3 clusters Score -122555.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -122566.671875 Penalty: 2498.896729
	Iteration 36Q: 3 clusters Score -122566.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -122581.960938 Penalty: 2498.896729
	Iteration 37Q: 3 clusters Score -122582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -122603.164062 Penalty: 2498.896729
	Iteration 38Q: 3 clusters Score -122603.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -122614.765625 Penalty: 2498.896729
	Iteration 39Q: 3 clusters Score -122614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -122624.476562 Penalty: 2498.896729
	Iteration 40F: 3 clusters Score -122624.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -122632.406250 Penalty: 2498.896729
	Iteration 41Q: 3 clusters Score -122632.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -122639.343750 Penalty: 2498.896729
	Iteration 42Q: 3 clusters Score -122639.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -122643.867188 Penalty: 2498.896729
	Iteration 43Q: 3 clusters Score -122643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -122644.929688 Penalty: 2498.896729
	Iteration 44Q: 3 clusters Score -122644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -122645.632812 Penalty: 2498.896729
	Iteration 45Q: 3 clusters Score -122645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -122647.117188 Penalty: 2498.896729
	Iteration 46Q: 3 clusters Score -122647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -122647.476562 Penalty: 2498.896729
	Iteration 47Q: 3 clusters Score -122647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -122647.476562 Penalty: 2498.896729
	Iteration 48F: 3 clusters Score -122647.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 28283 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15870 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 6340 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1072 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2099 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 17082 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11844 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9387 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2668 members 
Mstep: Class 32 contains 1367 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26494 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1143 members 
Mstep: Class 38 contains 973 members 
Mstep: Class 39 contains 7421 members 
Mstep: Class 40 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702374.000000 Penalty: 84375.257812
Iteration 119Q: 43 clusters Score -1.270237e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 28282 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 15865 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 3268 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 10314 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3229 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 6720 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 17067 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11804 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2778 members 
Mstep: Class 29 contains 9395 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 1369 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 26505 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1145 members 
Mstep: Class 38 contains 1049 members 
Mstep: Class 39 contains 7384 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 2780 members 
Mstep: Class 42 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12702932.000000 Penalty: 84375.257812
Iteration 120F: 43 clusters Score -1.270293e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 28282 members 
Mstep: Class 5 contains 4823 members 
Mstep: Class 6 contains 15859 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 6375 members 
Mstep: Class 10 contains 11366 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6710 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 510 members 
Mstep: Class 23 contains 17047 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11786 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2768 members 
Mstep: Class 29 contains 9386 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 1371 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 26497 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1148 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 7356 members 
Mstep: Class 40 contains 2268 members 
Mstep: Class 41 contains 2885 members 
Mstep: Class 42 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703277.000000 Penalty: 84375.257812
Iteration 121Q: 43 clusters Score -1.270328e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 28271 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 15853 members 
Mstep: Class 7 contains 5568 members 
Mstep: Class 8 contains 3224 members 
Mstep: Class 9 contains 6383 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 2145 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6703 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 506 members 
Mstep: Class 23 contains 17030 members 
Mstep: Class 24 contains 11316 members 
Mstep: Class 25 contains 11766 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 2436 members 
Mstep: Class 28 contains 2764 members 
Mstep: Class 29 contains 9393 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2650 members 
Mstep: Class 32 contains 1372 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 26491 members 
Mstep: Class 35 contains 640 members 
Mstep: Class 36 contains 2823 members 
Mstep: Class 37 contains 1150 members 
Mstep: Class 38 contains 1095 members 
Mstep: Class 39 contains 7334 members 
Mstep: Class 40 contains 2260 members 
Mstep: Class 41 contains 2924 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703387.000000 Penalty: 84375.257812
Iteration 122Q: 43 clusters Score -1.270339e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 28265 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 15847 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 3215 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 1404 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 504 members 
Mstep: Class 23 contains 17012 members 
Mstep: Class 24 contains 11315 members 
Mstep: Class 25 contains 11740 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 2436 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 9410 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 1373 members 
Mstep: Class 33 contains 4046 members 
Mstep: Class 34 contains 26493 members 
Mstep: Class 35 contains 641 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1152 members 
Mstep: Class 38 contains 1107 members 
Mstep: Class 39 contains 7314 members 
Mstep: Class 40 contains 2252 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703460.000000 Penalty: 84375.257812
Iteration 123Q: 43 clusters Score -1.270346e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 28263 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 15840 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 10080 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 503 members 
Mstep: Class 23 contains 16992 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11728 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 9423 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2641 members 
Mstep: Class 32 contains 1374 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 26487 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1156 members 
Mstep: Class 38 contains 1121 members 
Mstep: Class 39 contains 7298 members 
Mstep: Class 40 contains 2242 members 
Mstep: Class 41 contains 2984 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703529.000000 Penalty: 84375.257812
Iteration 124Q: 43 clusters Score -1.270353e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 2090 members 
Mstep: Class 4 contains 28258 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 15828 members 
Mstep: Class 7 contains 5730 members 
Mstep: Class 8 contains 3207 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 1099 members 
Mstep: Class 13 contains 10044 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 16971 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11722 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 2735 members 
Mstep: Class 29 contains 9432 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2639 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4049 members 
Mstep: Class 34 contains 26486 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 1133 members 
Mstep: Class 39 contains 7280 members 
Mstep: Class 40 contains 2231 members 
Mstep: Class 41 contains 3004 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703537.000000 Penalty: 84375.257812
Iteration 125Q: 43 clusters Score -1.270354e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 28251 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 10013 members 
Mstep: Class 14 contains 5765 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 497 members 
Mstep: Class 23 contains 16944 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11718 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 2438 members 
Mstep: Class 28 contains 2732 members 
Mstep: Class 29 contains 9442 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2636 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4051 members 
Mstep: Class 34 contains 26486 members 
Mstep: Class 35 contains 642 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1158 members 
Mstep: Class 38 contains 1140 members 
Mstep: Class 39 contains 7264 members 
Mstep: Class 40 contains 2226 members 
Mstep: Class 41 contains 3025 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703600.000000 Penalty: 84375.257812
Iteration 126Q: 43 clusters Score -1.27036e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 2076 members 
Mstep: Class 4 contains 28245 members 
Mstep: Class 5 contains 4866 members 
Mstep: Class 6 contains 15815 members 
Mstep: Class 7 contains 5786 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 9983 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 3221 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 1740 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 495 members 
Mstep: Class 23 contains 16926 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11711 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 2439 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 9453 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2631 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4056 members 
Mstep: Class 34 contains 26491 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1159 members 
Mstep: Class 38 contains 1145 members 
Mstep: Class 39 contains 7254 members 
Mstep: Class 40 contains 2211 members 
Mstep: Class 41 contains 3048 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703645.000000 Penalty: 84375.257812
Iteration 127Q: 43 clusters Score -1.270364e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 2075 members 
Mstep: Class 4 contains 28240 members 
Mstep: Class 5 contains 4873 members 
Mstep: Class 6 contains 15807 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 3205 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 1113 members 
Mstep: Class 13 contains 9962 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 1744 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 16911 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11708 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 9464 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2629 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4062 members 
Mstep: Class 34 contains 26491 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1146 members 
Mstep: Class 39 contains 7244 members 
Mstep: Class 40 contains 2210 members 
Mstep: Class 41 contains 3055 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703642.000000 Penalty: 84375.257812
Iteration 128Q: 43 clusters Score -1.270364e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 3 contains 2077 members 
Mstep: Class 4 contains 28238 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 15802 members 
Mstep: Class 7 contains 5836 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1413 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 9934 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 16901 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11704 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2730 members 
Mstep: Class 29 contains 9470 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2623 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4065 members 
Mstep: Class 34 contains 26493 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1147 members 
Mstep: Class 39 contains 7233 members 
Mstep: Class 40 contains 2212 members 
Mstep: Class 41 contains 3061 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703636.000000 Penalty: 84375.257812
Iteration 129Q: 43 clusters Score -1.270364e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 28238 members 
Mstep: Class 5 contains 4880 members 
Mstep: Class 6 contains 15798 members 
Mstep: Class 7 contains 5858 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 9919 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 16891 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11699 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 9483 members 
Mstep: Class 30 contains 2032 members 
Mstep: Class 31 contains 2621 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4065 members 
Mstep: Class 34 contains 26497 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 7216 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 3065 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703682.000000 Penalty: 84375.257812
Iteration 130Q: 43 clusters Score -1.270368e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 28238 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 15794 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 9900 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 16877 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11702 members 
Mstep: Class 26 contains 1392 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2731 members 
Mstep: Class 29 contains 9497 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2618 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4069 members 
Mstep: Class 34 contains 26498 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 7201 members 
Mstep: Class 40 contains 2212 members 
Mstep: Class 41 contains 3068 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703692.000000 Penalty: 84375.257812
Iteration 131Q: 43 clusters Score -1.270369e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 4 contains 28237 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 15795 members 
Mstep: Class 7 contains 5891 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 9884 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 3218 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 16865 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11701 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2440 members 
Mstep: Class 28 contains 2729 members 
Mstep: Class 29 contains 9507 members 
Mstep: Class 30 contains 2031 members 
Mstep: Class 31 contains 2615 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4071 members 
Mstep: Class 34 contains 26497 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 7196 members 
Mstep: Class 40 contains 2211 members 
Mstep: Class 41 contains 3071 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703718.000000 Penalty: 84375.257812
Iteration 132Q: 43 clusters Score -1.270372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2070 members 
Mstep: Class 4 contains 28237 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 5904 members 
Mstep: Class 8 contains 3201 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 9871 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 16861 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11697 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2728 members 
Mstep: Class 29 contains 9517 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2616 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4073 members 
Mstep: Class 34 contains 26499 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 7185 members 
Mstep: Class 40 contains 2210 members 
Mstep: Class 41 contains 3072 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703731.000000 Penalty: 84375.257812
Iteration 133Q: 43 clusters Score -1.270373e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 28236 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 5911 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 9865 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 6057 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 16854 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11693 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 9526 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2615 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4075 members 
Mstep: Class 34 contains 26499 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 7182 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3075 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703725.000000 Penalty: 84375.257812
Iteration 134Q: 43 clusters Score -1.270372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 28235 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 5921 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 9858 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 6058 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 16847 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11689 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 9537 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2614 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4080 members 
Mstep: Class 34 contains 26504 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 7172 members 
Mstep: Class 40 contains 2208 members 
Mstep: Class 41 contains 3078 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703715.000000 Penalty: 84375.257812
Iteration 135Q: 43 clusters Score -1.270372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 28232 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 5929 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 9855 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 1757 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 479 members 
Mstep: Class 23 contains 16842 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 11688 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2727 members 
Mstep: Class 29 contains 9545 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2612 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4086 members 
Mstep: Class 34 contains 26505 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 7167 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 3081 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703707.000000 Penalty: 84375.257812
Iteration 136Q: 43 clusters Score -1.270371e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2067 members 
Mstep: Class 4 contains 28229 members 
Mstep: Class 5 contains 4902 members 
Mstep: Class 6 contains 15796 members 
Mstep: Class 7 contains 5938 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1120 members 
Mstep: Class 13 contains 9846 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 1760 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 16836 members 
Mstep: Class 24 contains 11313 members 
Mstep: Class 25 contains 11685 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2725 members 
Mstep: Class 29 contains 9552 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2611 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4092 members 
Mstep: Class 34 contains 26512 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7165 members 
Mstep: Class 40 contains 2200 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703741.000000 Penalty: 84375.257812
Iteration 137Q: 43 clusters Score -1.270374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2065 members 
Mstep: Class 4 contains 28229 members 
Mstep: Class 5 contains 4909 members 
Mstep: Class 6 contains 15793 members 
Mstep: Class 7 contains 5945 members 
Mstep: Class 8 contains 3196 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9841 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 16830 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 11680 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 9556 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4095 members 
Mstep: Class 34 contains 26512 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1160 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7164 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703752.000000 Penalty: 84375.257812
Iteration 138Q: 43 clusters Score -1.270375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28228 members 
Mstep: Class 5 contains 4915 members 
Mstep: Class 6 contains 15792 members 
Mstep: Class 7 contains 5949 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9835 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 16824 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 11679 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 9560 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4099 members 
Mstep: Class 34 contains 26513 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7161 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703746.000000 Penalty: 84375.257812
Iteration 139Q: 43 clusters Score -1.270375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28226 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 15792 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 11353 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9831 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 471 members 
Mstep: Class 23 contains 16820 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 11678 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2721 members 
Mstep: Class 29 contains 9564 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4102 members 
Mstep: Class 34 contains 26517 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7158 members 
Mstep: Class 40 contains 2204 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703787.000000 Penalty: 84375.257812
Iteration 140F: 43 clusters Score -1.270379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28225 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 6 contains 15792 members 
Mstep: Class 7 contains 5958 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 11353 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9823 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 1759 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 466 members 
Mstep: Class 23 contains 16818 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 11679 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2721 members 
Mstep: Class 29 contains 9565 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4109 members 
Mstep: Class 34 contains 26519 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 7153 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703794.000000 Penalty: 84375.257812
Iteration 141Q: 43 clusters Score -1.270379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28226 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 15791 members 
Mstep: Class 7 contains 5960 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9816 members 
Mstep: Class 14 contains 5769 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 1760 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 456 members 
Mstep: Class 23 contains 16813 members 
Mstep: Class 24 contains 11312 members 
Mstep: Class 25 contains 11679 members 
Mstep: Class 26 contains 1394 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9567 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4117 members 
Mstep: Class 34 contains 26520 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7154 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703825.000000 Penalty: 84375.257812
Iteration 142Q: 43 clusters Score -1.270382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 28224 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 15788 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9815 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 1761 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 16809 members 
Mstep: Class 24 contains 11311 members 
Mstep: Class 25 contains 11678 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9570 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4125 members 
Mstep: Class 34 contains 26520 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7153 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703820.000000 Penalty: 84375.257812
Iteration 143Q: 43 clusters Score -1.270382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2057 members 
Mstep: Class 4 contains 28223 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 15788 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11356 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9814 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 444 members 
Mstep: Class 23 contains 16805 members 
Mstep: Class 24 contains 11311 members 
Mstep: Class 25 contains 11677 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9571 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4128 members 
Mstep: Class 34 contains 26521 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7151 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703831.000000 Penalty: 84375.257812
Iteration 144Q: 43 clusters Score -1.270383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 28222 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 15786 members 
Mstep: Class 7 contains 5967 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9811 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 16800 members 
Mstep: Class 24 contains 11311 members 
Mstep: Class 25 contains 11677 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9577 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26523 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7148 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703834.000000 Penalty: 84375.257812
Iteration 145Q: 43 clusters Score -1.270383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2044 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4921 members 
Mstep: Class 6 contains 15782 members 
Mstep: Class 7 contains 5973 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9804 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 3213 members 
Mstep: Class 16 contains 2259 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 16798 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9580 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 26527 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7143 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703849.000000 Penalty: 84375.257812
Iteration 146Q: 43 clusters Score -1.270385e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2043 members 
Mstep: Class 4 contains 28222 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 15781 members 
Mstep: Class 7 contains 5985 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9792 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2261 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16797 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4140 members 
Mstep: Class 34 contains 26528 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7139 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703860.000000 Penalty: 84375.257812
Iteration 147Q: 43 clusters Score -1.270386e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 15780 members 
Mstep: Class 7 contains 5996 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9783 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16795 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9585 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4141 members 
Mstep: Class 34 contains 26528 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7132 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703850.000000 Penalty: 84375.257812
Iteration 148Q: 43 clusters Score -1.270385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4920 members 
Mstep: Class 6 contains 15780 members 
Mstep: Class 7 contains 6014 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16793 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9583 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 26527 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7123 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 3086 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703849.000000 Penalty: 84375.257812
Iteration 149Q: 43 clusters Score -1.270385e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2056 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 15778 members 
Mstep: Class 7 contains 6033 members 
Mstep: Class 8 contains 3195 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 1418 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9758 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1773 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16787 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11675 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 26527 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7116 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 3085 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703869.000000 Penalty: 84375.257812
Iteration 150Q: 43 clusters Score -1.270387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 6 contains 15776 members 
Mstep: Class 7 contains 6047 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11361 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9744 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3217 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16783 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 26527 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7112 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 3086 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703904.000000 Penalty: 84375.257812
Iteration 151Q: 43 clusters Score -1.27039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11362 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9735 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16781 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4138 members 
Mstep: Class 34 contains 26530 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7105 members 
Mstep: Class 40 contains 2205 members 
Mstep: Class 41 contains 3086 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703890.000000 Penalty: 84375.257812
Iteration 152Q: 43 clusters Score -1.270389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6068 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11363 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9724 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16779 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11675 members 
Mstep: Class 26 contains 1397 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4136 members 
Mstep: Class 34 contains 26531 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7103 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3086 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703895.000000 Penalty: 84375.257812
Iteration 153Q: 43 clusters Score -1.27039e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2061 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6078 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9718 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1782 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16778 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11674 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4133 members 
Mstep: Class 34 contains 26529 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7099 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703886.000000 Penalty: 84375.257812
Iteration 154Q: 43 clusters Score -1.270389e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4934 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9705 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 16775 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11674 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26529 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7097 members 
Mstep: Class 40 contains 2207 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703889.000000 Penalty: 84375.257812
Iteration 155Q: 43 clusters Score -1.270389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 4933 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6101 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9696 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16772 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11672 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9580 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4129 members 
Mstep: Class 34 contains 26530 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7100 members 
Mstep: Class 40 contains 2207 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703893.000000 Penalty: 84375.257812
Iteration 156Q: 43 clusters Score -1.270389e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9688 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16768 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11672 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9579 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26534 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7100 members 
Mstep: Class 40 contains 2207 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703880.000000 Penalty: 84375.257812
Iteration 157Q: 43 clusters Score -1.270388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6112 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9684 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16765 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11670 members 
Mstep: Class 26 contains 1396 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 9580 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26534 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7101 members 
Mstep: Class 40 contains 2207 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703876.000000 Penalty: 84375.257812
Iteration 158Q: 43 clusters Score -1.270388e+07 nChanged 18
Entering ConstructFrom: 
Score: -12703876.000000 Penalty: 84375.257812
Entering ConstructFrom: 
Trying to split cluster 1 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -39148.375000 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -39148.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37750.621094 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -37750.62 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38345.144531 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -38345.14 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38688.757812 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -38688.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38845.937500 Penalty: 2255.257568
	Iteration 3F: 3 clusters Score -38845.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38898.433594 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -38898.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38926.988281 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -38926.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38941.183594 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -38941.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38955.875000 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -38955.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38972.652344 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -38972.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38989.824219 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -38989.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -39011.855469 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -39011.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -39022.773438 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -39022.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -39024.132812 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -39024.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39025.007812 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -39025.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -39025.007812 Penalty: 2255.257568
	Iteration 14F: 3 clusters Score -39025.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -186831.906250 Penalty: 1320.847168
	Iteration 0F: 2 clusters Score -186831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -183891.875000 Penalty: 2641.694336
	Iteration 0F: 3 clusters Score -183891.9 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -184591.015625 Penalty: 2641.694336
	Iteration 1F: 3 clusters Score -184591 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -184708.484375 Penalty: 2641.694336
	Iteration 2F: 3 clusters Score -184708.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -184791.625000 Penalty: 2641.694336
	Iteration 3Q: 3 clusters Score -184791.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -184853.640625 Penalty: 2641.694336
	Iteration 4Q: 3 clusters Score -184853.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -184906.656250 Penalty: 2641.694336
	Iteration 5Q: 3 clusters Score -184906.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -184961.578125 Penalty: 2641.694336
	Iteration 6Q: 3 clusters Score -184961.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -185016.437500 Penalty: 2641.694336
	Iteration 7Q: 3 clusters Score -185016.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -185063.906250 Penalty: 2641.694336
	Iteration 8Q: 3 clusters Score -185063.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -185130.578125 Penalty: 2641.694336
	Iteration 9Q: 3 clusters Score -185130.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -185189.203125 Penalty: 2641.694336
	Iteration 10Q: 3 clusters Score -185189.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -185255.421875 Penalty: 2641.694336
	Iteration 11Q: 3 clusters Score -185255.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -185338.390625 Penalty: 2641.694336
	Iteration 12Q: 3 clusters Score -185338.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -185451.031250 Penalty: 2641.694336
	Iteration 13Q: 3 clusters Score -185451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -185548.781250 Penalty: 2641.694336
	Iteration 14Q: 3 clusters Score -185548.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -185620.984375 Penalty: 2641.694336
	Iteration 15Q: 3 clusters Score -185621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -185666.812500 Penalty: 2641.694336
	Iteration 16Q: 3 clusters Score -185666.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -185703.140625 Penalty: 2641.694336
	Iteration 17Q: 3 clusters Score -185703.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -185729.453125 Penalty: 2641.694336
	Iteration 18Q: 3 clusters Score -185729.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -185747.281250 Penalty: 2641.694336
	Iteration 19Q: 3 clusters Score -185747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -185759.390625 Penalty: 2641.694336
	Iteration 20F: 3 clusters Score -185759.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -185767.796875 Penalty: 2641.694336
	Iteration 21Q: 3 clusters Score -185767.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -185778.218750 Penalty: 2641.694336
	Iteration 22Q: 3 clusters Score -185778.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -185789.531250 Penalty: 2641.694336
	Iteration 23Q: 3 clusters Score -185789.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -185803.687500 Penalty: 2641.694336
	Iteration 24Q: 3 clusters Score -185803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -185809.765625 Penalty: 2641.694336
	Iteration 25Q: 3 clusters Score -185809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -185815.218750 Penalty: 2641.694336
	Iteration 26Q: 3 clusters Score -185815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -185825.734375 Penalty: 2641.694336
	Iteration 27Q: 3 clusters Score -185825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -185833.296875 Penalty: 2641.694336
	Iteration 28Q: 3 clusters Score -185833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -185838.093750 Penalty: 2641.694336
	Iteration 29Q: 3 clusters Score -185838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -185843.578125 Penalty: 2641.694336
	Iteration 30Q: 3 clusters Score -185843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -185854.843750 Penalty: 2641.694336
	Iteration 31Q: 3 clusters Score -185854.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -185859.140625 Penalty: 2641.694336
	Iteration 32Q: 3 clusters Score -185859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -185862.687500 Penalty: 2641.694336
	Iteration 33Q: 3 clusters Score -185862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -185870.218750 Penalty: 2641.694336
	Iteration 34Q: 3 clusters Score -185870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -185871.515625 Penalty: 2641.694336
	Iteration 35Q: 3 clusters Score -185871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -185872.156250 Penalty: 2641.694336
	Iteration 36Q: 3 clusters Score -185872.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -185872.390625 Penalty: 2641.694336
	Iteration 37Q: 3 clusters Score -185872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -185873.656250 Penalty: 2641.694336
	Iteration 38Q: 3 clusters Score -185873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -185873.984375 Penalty: 2641.694336
	Iteration 39Q: 3 clusters Score -185874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -185874.546875 Penalty: 2641.694336
	Iteration 40F: 3 clusters Score -185874.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -115256.804688 Penalty: 1240.186401
	Iteration 0F: 2 clusters Score -115256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -113108.414062 Penalty: 2480.372803
	Iteration 0F: 3 clusters Score -113108.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -113622.601562 Penalty: 2480.372803
	Iteration 1F: 3 clusters Score -113622.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -113828.046875 Penalty: 2480.372803
	Iteration 2F: 3 clusters Score -113828 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -114022.484375 Penalty: 2480.372803
	Iteration 3F: 3 clusters Score -114022.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -114240.929688 Penalty: 2480.372803
	Iteration 4F: 3 clusters Score -114240.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -114405.343750 Penalty: 2480.372803
	Iteration 5F: 3 clusters Score -114405.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -114531.289062 Penalty: 2480.372803
	Iteration 6Q: 3 clusters Score -114531.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -114626.570312 Penalty: 2480.372803
	Iteration 7Q: 3 clusters Score -114626.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -114688.960938 Penalty: 2480.372803
	Iteration 8Q: 3 clusters Score -114689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -114717.757812 Penalty: 2480.372803
	Iteration 9Q: 3 clusters Score -114717.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -114733.585938 Penalty: 2480.372803
	Iteration 10Q: 3 clusters Score -114733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -114739.054688 Penalty: 2480.372803
	Iteration 11Q: 3 clusters Score -114739.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -114741.578125 Penalty: 2480.372803
	Iteration 12Q: 3 clusters Score -114741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -114744.953125 Penalty: 2480.372803
	Iteration 13Q: 3 clusters Score -114745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -114747.484375 Penalty: 2480.372803
	Iteration 14Q: 3 clusters Score -114747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -114752.328125 Penalty: 2480.372803
	Iteration 15Q: 3 clusters Score -114752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -114755.203125 Penalty: 2480.372803
	Iteration 16Q: 3 clusters Score -114755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -114756.367188 Penalty: 2480.372803
	Iteration 17Q: 3 clusters Score -114756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -114757.820312 Penalty: 2480.372803
	Iteration 18Q: 3 clusters Score -114757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -114757.820312 Penalty: 2480.372803
	Iteration 19F: 3 clusters Score -114757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Entering Unmasked Estep 
Score: -1641887.000000 Penalty: 1665.265259
	Iteration 0F: 2 clusters Score -1641887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1622909.625000 Penalty: 3330.530518
	Iteration 0F: 3 clusters Score -1622910 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1630527.750000 Penalty: 3330.530518
	Iteration 1F: 3 clusters Score -1630528 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1631470.250000 Penalty: 3330.530518
	Iteration 2F: 3 clusters Score -1631470 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1632673.625000 Penalty: 3330.530518
	Iteration 3F: 3 clusters Score -1632674 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1633913.750000 Penalty: 3330.530518
	Iteration 4F: 3 clusters Score -1633914 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1635038.500000 Penalty: 3330.530518
	Iteration 5F: 3 clusters Score -1635038 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1636021.750000 Penalty: 3330.530518
	Iteration 6F: 3 clusters Score -1636022 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1636884.500000 Penalty: 3330.530518
	Iteration 7F: 3 clusters Score -1636884 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1637746.125000 Penalty: 3330.530518
	Iteration 8Q: 3 clusters Score -1637746 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1638505.125000 Penalty: 3330.530518
	Iteration 9Q: 3 clusters Score -1638505 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1639040.750000 Penalty: 3330.530518
	Iteration 10Q: 3 clusters Score -1639041 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1639323.125000 Penalty: 3330.530518
	Iteration 11Q: 3 clusters Score -1639323 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1639467.625000 Penalty: 3330.530518
	Iteration 12Q: 3 clusters Score -1639468 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1639553.875000 Penalty: 3330.530518
	Iteration 13Q: 3 clusters Score -1639554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1639612.500000 Penalty: 3330.530518
	Iteration 14Q: 3 clusters Score -1639612 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1639666.125000 Penalty: 3330.530518
	Iteration 15Q: 3 clusters Score -1639666 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1639710.000000 Penalty: 3330.530518
	Iteration 16Q: 3 clusters Score -1639710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1639739.375000 Penalty: 3330.530518
	Iteration 17Q: 3 clusters Score -1639739 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1639776.000000 Penalty: 3330.530518
	Iteration 18Q: 3 clusters Score -1639776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1639815.500000 Penalty: 3330.530518
	Iteration 19Q: 3 clusters Score -1639816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1639845.125000 Penalty: 3330.530518
	Iteration 20F: 3 clusters Score -1639845 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1639865.625000 Penalty: 3330.530518
	Iteration 21Q: 3 clusters Score -1639866 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1639899.750000 Penalty: 3330.530518
	Iteration 22Q: 3 clusters Score -1639900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1639934.875000 Penalty: 3330.530518
	Iteration 23Q: 3 clusters Score -1639935 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1639958.875000 Penalty: 3330.530518
	Iteration 24Q: 3 clusters Score -1639959 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1639998.375000 Penalty: 3330.530518
	Iteration 25Q: 3 clusters Score -1639998 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1640029.875000 Penalty: 3330.530518
	Iteration 26Q: 3 clusters Score -1640030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1640047.125000 Penalty: 3330.530518
	Iteration 27Q: 3 clusters Score -1640047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1640079.750000 Penalty: 3330.530518
	Iteration 28Q: 3 clusters Score -1640080 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1640100.125000 Penalty: 3330.530518
	Iteration 29Q: 3 clusters Score -1640100 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1640139.500000 Penalty: 3330.530518
	Iteration 30Q: 3 clusters Score -1640140 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1640171.000000 Penalty: 3330.530518
	Iteration 31Q: 3 clusters Score -1640171 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1640209.625000 Penalty: 3330.530518
	Iteration 32Q: 3 clusters Score -1640210 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1640253.250000 Penalty: 3330.530518
	Iteration 33Q: 3 clusters Score -1640253 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1640304.875000 Penalty: 3330.530518
	Iteration 34Q: 3 clusters Score -1640305 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1640352.375000 Penalty: 3330.530518
	Iteration 35Q: 3 clusters Score -1640352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1640421.750000 Penalty: 3330.530518
	Iteration 36Q: 3 clusters Score -1640422 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -1640505.000000 Penalty: 3330.530518
	Iteration 37Q: 3 clusters Score -1640505 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1640617.250000 Penalty: 3330.530518
	Iteration 38Q: 3 clusters Score -1640617 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1640781.375000 Penalty: 3330.530518
	Iteration 39Q: 3 clusters Score -1640781 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1641020.875000 Penalty: 3330.530518
	Iteration 40F: 3 clusters Score -1641021 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1641288.375000 Penalty: 3330.530518
	Iteration 41Q: 3 clusters Score -1641288 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1641535.375000 Penalty: 3330.530518
	Iteration 42Q: 3 clusters Score -1641535 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1641696.000000 Penalty: 3330.530518
	Iteration 43Q: 3 clusters Score -1641696 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1641799.500000 Penalty: 3330.530518
	Iteration 44Q: 3 clusters Score -1641800 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -1641862.375000 Penalty: 3330.530518
	Iteration 45Q: 3 clusters Score -1641862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1641902.375000 Penalty: 3330.530518
	Iteration 46Q: 3 clusters Score -1641902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -1641921.625000 Penalty: 3330.530518
	Iteration 47Q: 3 clusters Score -1641922 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -1641939.375000 Penalty: 3330.530518
	Iteration 48Q: 3 clusters Score -1641939 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -1641955.125000 Penalty: 3330.530518
	Iteration 49Q: 3 clusters Score -1641955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -1641966.375000 Penalty: 3330.530518
	Iteration 50Q: 3 clusters Score -1641966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -1641978.750000 Penalty: 3330.530518
	Iteration 51Q: 3 clusters Score -1641979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1641993.750000 Penalty: 3330.530518
	Iteration 52Q: 3 clusters Score -1641994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -1641998.875000 Penalty: 3330.530518
	Iteration 53Q: 3 clusters Score -1641999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -1642003.750000 Penalty: 3330.530518
	Iteration 54Q: 3 clusters Score -1642004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -1642007.250000 Penalty: 3330.530518
	Iteration 55Q: 3 clusters Score -1642007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1642009.625000 Penalty: 3330.530518
	Iteration 56Q: 3 clusters Score -1642010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -1642010.875000 Penalty: 3330.530518
	Iteration 57Q: 3 clusters Score -1642011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -1642017.750000 Penalty: 3330.530518
	Iteration 58Q: 3 clusters Score -1642018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1642024.625000 Penalty: 3330.530518
	Iteration 59Q: 3 clusters Score -1642025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -1642027.875000 Penalty: 3330.530518
	Iteration 60F: 3 clusters Score -1642028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -1642029.000000 Penalty: 3330.530518
	Iteration 61Q: 3 clusters Score -1642029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -1642032.750000 Penalty: 3330.530518
	Iteration 62Q: 3 clusters Score -1642033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -1642036.750000 Penalty: 3330.530518
	Iteration 63Q: 3 clusters Score -1642037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -1642041.500000 Penalty: 3330.530518
	Iteration 64Q: 3 clusters Score -1642042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -1642046.500000 Penalty: 3330.530518
	Iteration 65Q: 3 clusters Score -1642046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -1642053.500000 Penalty: 3330.530518
	Iteration 66Q: 3 clusters Score -1642054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -1642052.250000 Penalty: 3330.530518
	Iteration 67Q: 3 clusters Score -1642052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -1642055.375000 Penalty: 3330.530518
	Iteration 68Q: 3 clusters Score -1642055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -1642058.375000 Penalty: 3330.530518
	Iteration 69Q: 3 clusters Score -1642058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1642056.625000 Penalty: 3330.530518
	Iteration 70Q: 3 clusters Score -1642057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -1642059.000000 Penalty: 3330.530518
	Iteration 71Q: 3 clusters Score -1642059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -1642058.125000 Penalty: 3330.530518
	Iteration 72Q: 3 clusters Score -1642058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -1642060.625000 Penalty: 3330.530518
	Iteration 73Q: 3 clusters Score -1642061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1642060.375000 Penalty: 3330.530518
	Iteration 74Q: 3 clusters Score -1642060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -1642055.625000 Penalty: 3330.530518
	Iteration 75Q: 3 clusters Score -1642056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1642060.625000 Penalty: 3330.530518
	Iteration 76Q: 3 clusters Score -1642061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -1642063.500000 Penalty: 3330.530518
	Iteration 77Q: 3 clusters Score -1642064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -1642066.000000 Penalty: 3330.530518
	Iteration 78Q: 3 clusters Score -1642066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1642065.625000 Penalty: 3330.530518
	Iteration 79Q: 3 clusters Score -1642066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1642062.125000 Penalty: 3330.530518
	Iteration 80F: 3 clusters Score -1642062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -1642065.250000 Penalty: 3330.530518
	Iteration 81Q: 3 clusters Score -1642065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -1642064.500000 Penalty: 3330.530518
	Iteration 82Q: 3 clusters Score -1642064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -1642067.750000 Penalty: 3330.530518
	Iteration 83Q: 3 clusters Score -1642068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -1642069.000000 Penalty: 3330.530518
	Iteration 84Q: 3 clusters Score -1642069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -1642071.000000 Penalty: 3330.530518
	Iteration 85Q: 3 clusters Score -1642071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -1642072.500000 Penalty: 3330.530518
	Iteration 86Q: 3 clusters Score -1642072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -1642071.125000 Penalty: 3330.530518
	Iteration 87Q: 3 clusters Score -1642071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1642072.625000 Penalty: 3330.530518
	Iteration 88Q: 3 clusters Score -1642073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -1642070.250000 Penalty: 3330.530518
	Iteration 89Q: 3 clusters Score -1642070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1642071.500000 Penalty: 3330.530518
	Iteration 90Q: 3 clusters Score -1642072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -1642071.125000 Penalty: 3330.530518
	Iteration 91Q: 3 clusters Score -1642071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -1642071.625000 Penalty: 3330.530518
	Iteration 92Q: 3 clusters Score -1642072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1642071.125000 Penalty: 3330.530518
	Iteration 93Q: 3 clusters Score -1642071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -1642074.500000 Penalty: 3330.530518
	Iteration 94Q: 3 clusters Score -1642074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -1642077.125000 Penalty: 3330.530518
	Iteration 95Q: 3 clusters Score -1642077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -1642076.375000 Penalty: 3330.530518
	Iteration 96Q: 3 clusters Score -1642076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -1642078.250000 Penalty: 3330.530518
	Iteration 97Q: 3 clusters Score -1642078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1642079.500000 Penalty: 3330.530518
	Iteration 98Q: 3 clusters Score -1642080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -1642079.500000 Penalty: 3330.530518
	Iteration 99F: 3 clusters Score -1642080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6113 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16761 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11671 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26536 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7097 members 
Mstep: Class 40 contains 2208 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 574 members 
Mstep: Class 43 contains 22946 members 
Entering Unmasked Estep 
Score: -12703681.000000 Penalty: 86384.187500
Splitting cluster 4 changes total score from -12703876.000000 to -12703681.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -235883.140625 Penalty: 1382.082031
	Iteration 0F: 2 clusters Score -235883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -231956.453125 Penalty: 2764.164062
	Iteration 0F: 3 clusters Score -231956.5 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -233292.750000 Penalty: 2764.164062
	Iteration 1F: 3 clusters Score -233292.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -233743.968750 Penalty: 2764.164062
	Iteration 2F: 3 clusters Score -233744 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -234067.125000 Penalty: 2764.164062
	Iteration 3F: 3 clusters Score -234067.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -234345.046875 Penalty: 2764.164062
	Iteration 4F: 3 clusters Score -234345 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -234561.140625 Penalty: 2764.164062
	Iteration 5F: 3 clusters Score -234561.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -234737.406250 Penalty: 2764.164062
	Iteration 6Q: 3 clusters Score -234737.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -234851.921875 Penalty: 2764.164062
	Iteration 7Q: 3 clusters Score -234851.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -234931.078125 Penalty: 2764.164062
	Iteration 8Q: 3 clusters Score -234931.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -235022.125000 Penalty: 2764.164062
	Iteration 9Q: 3 clusters Score -235022.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -235106.203125 Penalty: 2764.164062
	Iteration 10Q: 3 clusters Score -235106.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -235168.843750 Penalty: 2764.164062
	Iteration 11Q: 3 clusters Score -235168.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -235216.421875 Penalty: 2764.164062
	Iteration 12Q: 3 clusters Score -235216.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -235254.937500 Penalty: 2764.164062
	Iteration 13Q: 3 clusters Score -235254.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -235280.062500 Penalty: 2764.164062
	Iteration 14Q: 3 clusters Score -235280.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -235301.125000 Penalty: 2764.164062
	Iteration 15Q: 3 clusters Score -235301.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -235318.859375 Penalty: 2764.164062
	Iteration 16Q: 3 clusters Score -235318.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -235329.437500 Penalty: 2764.164062
	Iteration 17Q: 3 clusters Score -235329.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -235338.046875 Penalty: 2764.164062
	Iteration 18Q: 3 clusters Score -235338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -235345.171875 Penalty: 2764.164062
	Iteration 19Q: 3 clusters Score -235345.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -235350.328125 Penalty: 2764.164062
	Iteration 20F: 3 clusters Score -235350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -235352.859375 Penalty: 2764.164062
	Iteration 21Q: 3 clusters Score -235352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -235354.125000 Penalty: 2764.164062
	Iteration 22Q: 3 clusters Score -235354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -235354.953125 Penalty: 2764.164062
	Iteration 23Q: 3 clusters Score -235355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -235358.062500 Penalty: 2764.164062
	Iteration 24Q: 3 clusters Score -235358.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -235360.609375 Penalty: 2764.164062
	Iteration 25Q: 3 clusters Score -235360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -235365.390625 Penalty: 2764.164062
	Iteration 26Q: 3 clusters Score -235365.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -235371.109375 Penalty: 2764.164062
	Iteration 27Q: 3 clusters Score -235371.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -235380.046875 Penalty: 2764.164062
	Iteration 28Q: 3 clusters Score -235380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -235384.031250 Penalty: 2764.164062
	Iteration 29Q: 3 clusters Score -235384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -235388.171875 Penalty: 2764.164062
	Iteration 30Q: 3 clusters Score -235388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -235389.953125 Penalty: 2764.164062
	Iteration 31Q: 3 clusters Score -235390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -235390.765625 Penalty: 2764.164062
	Iteration 32Q: 3 clusters Score -235390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -235391.593750 Penalty: 2764.164062
	Iteration 33Q: 3 clusters Score -235391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -235392.812500 Penalty: 2764.164062
	Iteration 34Q: 3 clusters Score -235392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -235393.875000 Penalty: 2764.164062
	Iteration 35Q: 3 clusters Score -235393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -235394.171875 Penalty: 2764.164062
	Iteration 36Q: 3 clusters Score -235394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -235395.890625 Penalty: 2764.164062
	Iteration 37Q: 3 clusters Score -235395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -235398.484375 Penalty: 2764.164062
	Iteration 38Q: 3 clusters Score -235398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -235400.296875 Penalty: 2764.164062
	Iteration 39Q: 3 clusters Score -235400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -235401.187500 Penalty: 2764.164062
	Iteration 40F: 3 clusters Score -235401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -235402.125000 Penalty: 2764.164062
	Iteration 41Q: 3 clusters Score -235402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -235402.203125 Penalty: 2764.164062
	Iteration 42Q: 3 clusters Score -235402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -235402.203125 Penalty: 2764.164062
	Iteration 43F: 3 clusters Score -235402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -931979.250000 Penalty: 1570.754517
	Iteration 0F: 2 clusters Score -931979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -921118.062500 Penalty: 3141.509033
	Iteration 0F: 3 clusters Score -921118.1 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -924825.250000 Penalty: 3141.509033
	Iteration 1F: 3 clusters Score -924825.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -925150.500000 Penalty: 3141.509033
	Iteration 2F: 3 clusters Score -925150.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -925459.187500 Penalty: 3141.509033
	Iteration 3Q: 3 clusters Score -925459.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -925813.062500 Penalty: 3141.509033
	Iteration 4Q: 3 clusters Score -925813.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -926296.500000 Penalty: 3141.509033
	Iteration 5F: 3 clusters Score -926296.5 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -926936.187500 Penalty: 3141.509033
	Iteration 6F: 3 clusters Score -926936.2 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -927635.687500 Penalty: 3141.509033
	Iteration 7F: 3 clusters Score -927635.7 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -928278.187500 Penalty: 3141.509033
	Iteration 8F: 3 clusters Score -928278.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -928811.000000 Penalty: 3141.509033
	Iteration 9F: 3 clusters Score -928811 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -929181.375000 Penalty: 3141.509033
	Iteration 10Q: 3 clusters Score -929181.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -929394.250000 Penalty: 3141.509033
	Iteration 11Q: 3 clusters Score -929394.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -929515.437500 Penalty: 3141.509033
	Iteration 12Q: 3 clusters Score -929515.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -929599.187500 Penalty: 3141.509033
	Iteration 13Q: 3 clusters Score -929599.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -929660.750000 Penalty: 3141.509033
	Iteration 14Q: 3 clusters Score -929660.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -929704.375000 Penalty: 3141.509033
	Iteration 15Q: 3 clusters Score -929704.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -929747.437500 Penalty: 3141.509033
	Iteration 16Q: 3 clusters Score -929747.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -929782.187500 Penalty: 3141.509033
	Iteration 17Q: 3 clusters Score -929782.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -929817.125000 Penalty: 3141.509033
	Iteration 18Q: 3 clusters Score -929817.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -929838.875000 Penalty: 3141.509033
	Iteration 19Q: 3 clusters Score -929838.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -929862.312500 Penalty: 3141.509033
	Iteration 20F: 3 clusters Score -929862.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -929896.375000 Penalty: 3141.509033
	Iteration 21Q: 3 clusters Score -929896.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -929928.812500 Penalty: 3141.509033
	Iteration 22Q: 3 clusters Score -929928.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -929969.062500 Penalty: 3141.509033
	Iteration 23Q: 3 clusters Score -929969.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -930011.312500 Penalty: 3141.509033
	Iteration 24Q: 3 clusters Score -930011.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -930048.875000 Penalty: 3141.509033
	Iteration 25Q: 3 clusters Score -930048.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -930090.875000 Penalty: 3141.509033
	Iteration 26Q: 3 clusters Score -930090.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -930130.250000 Penalty: 3141.509033
	Iteration 27Q: 3 clusters Score -930130.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -930164.750000 Penalty: 3141.509033
	Iteration 28Q: 3 clusters Score -930164.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -930190.812500 Penalty: 3141.509033
	Iteration 29Q: 3 clusters Score -930190.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -930215.750000 Penalty: 3141.509033
	Iteration 30Q: 3 clusters Score -930215.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -930251.500000 Penalty: 3141.509033
	Iteration 31Q: 3 clusters Score -930251.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -930287.187500 Penalty: 3141.509033
	Iteration 32Q: 3 clusters Score -930287.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -930319.937500 Penalty: 3141.509033
	Iteration 33Q: 3 clusters Score -930319.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -930347.812500 Penalty: 3141.509033
	Iteration 34Q: 3 clusters Score -930347.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -930371.000000 Penalty: 3141.509033
	Iteration 35Q: 3 clusters Score -930371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -930388.687500 Penalty: 3141.509033
	Iteration 36Q: 3 clusters Score -930388.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -930402.812500 Penalty: 3141.509033
	Iteration 37Q: 3 clusters Score -930402.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -930416.312500 Penalty: 3141.509033
	Iteration 38Q: 3 clusters Score -930416.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -930430.562500 Penalty: 3141.509033
	Iteration 39Q: 3 clusters Score -930430.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -930443.437500 Penalty: 3141.509033
	Iteration 40F: 3 clusters Score -930443.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -930457.125000 Penalty: 3141.509033
	Iteration 41Q: 3 clusters Score -930457.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -930471.750000 Penalty: 3141.509033
	Iteration 42Q: 3 clusters Score -930471.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -930485.062500 Penalty: 3141.509033
	Iteration 43Q: 3 clusters Score -930485.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -930496.625000 Penalty: 3141.509033
	Iteration 44Q: 3 clusters Score -930496.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -930509.062500 Penalty: 3141.509033
	Iteration 45Q: 3 clusters Score -930509.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -930523.437500 Penalty: 3141.509033
	Iteration 46Q: 3 clusters Score -930523.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -930529.125000 Penalty: 3141.509033
	Iteration 47Q: 3 clusters Score -930529.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -930539.312500 Penalty: 3141.509033
	Iteration 48Q: 3 clusters Score -930539.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -930552.000000 Penalty: 3141.509033
	Iteration 49Q: 3 clusters Score -930552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -930565.187500 Penalty: 3141.509033
	Iteration 50Q: 3 clusters Score -930565.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -930575.625000 Penalty: 3141.509033
	Iteration 51Q: 3 clusters Score -930575.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -930581.687500 Penalty: 3141.509033
	Iteration 52Q: 3 clusters Score -930581.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -930590.312500 Penalty: 3141.509033
	Iteration 53Q: 3 clusters Score -930590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -930591.750000 Penalty: 3141.509033
	Iteration 54Q: 3 clusters Score -930591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -930591.750000 Penalty: 3141.509033
	Iteration 55Q: 3 clusters Score -930591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -930595.937500 Penalty: 3141.509033
	Iteration 56Q: 3 clusters Score -930595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -930602.125000 Penalty: 3141.509033
	Iteration 57Q: 3 clusters Score -930602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -930602.625000 Penalty: 3141.509033
	Iteration 58Q: 3 clusters Score -930602.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -930606.562500 Penalty: 3141.509033
	Iteration 59Q: 3 clusters Score -930606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -930611.062500 Penalty: 3141.509033
	Iteration 60F: 3 clusters Score -930611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -930617.000000 Penalty: 3141.509033
	Iteration 61Q: 3 clusters Score -930617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -930619.125000 Penalty: 3141.509033
	Iteration 62Q: 3 clusters Score -930619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -930623.062500 Penalty: 3141.509033
	Iteration 63Q: 3 clusters Score -930623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -930627.750000 Penalty: 3141.509033
	Iteration 64Q: 3 clusters Score -930627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -930627.250000 Penalty: 3141.509033
	Iteration 65Q: 3 clusters Score -930627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -930628.937500 Penalty: 3141.509033
	Iteration 66Q: 3 clusters Score -930628.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -930631.937500 Penalty: 3141.509033
	Iteration 67Q: 3 clusters Score -930631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -930637.625000 Penalty: 3141.509033
	Iteration 68Q: 3 clusters Score -930637.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -930638.562500 Penalty: 3141.509033
	Iteration 69Q: 3 clusters Score -930638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -930644.312500 Penalty: 3141.509033
	Iteration 70Q: 3 clusters Score -930644.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -930648.625000 Penalty: 3141.509033
	Iteration 71Q: 3 clusters Score -930648.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -930657.000000 Penalty: 3141.509033
	Iteration 72Q: 3 clusters Score -930657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -930663.062500 Penalty: 3141.509033
	Iteration 73Q: 3 clusters Score -930663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -930666.062500 Penalty: 3141.509033
	Iteration 74Q: 3 clusters Score -930666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -930675.250000 Penalty: 3141.509033
	Iteration 75Q: 3 clusters Score -930675.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -930679.125000 Penalty: 3141.509033
	Iteration 76Q: 3 clusters Score -930679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -930683.500000 Penalty: 3141.509033
	Iteration 77Q: 3 clusters Score -930683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -930687.875000 Penalty: 3141.509033
	Iteration 78Q: 3 clusters Score -930687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -930690.875000 Penalty: 3141.509033
	Iteration 79Q: 3 clusters Score -930690.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -930691.312500 Penalty: 3141.509033
	Iteration 80F: 3 clusters Score -930691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Entering Unmasked Estep 
Score: -360290.375000 Penalty: 1416.703125
	Iteration 0F: 2 clusters Score -360290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -355641.625000 Penalty: 2833.406250
	Iteration 0F: 3 clusters Score -355641.6 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -357134.375000 Penalty: 2833.406250
	Iteration 1F: 3 clusters Score -357134.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -357437.906250 Penalty: 2833.406250
	Iteration 2F: 3 clusters Score -357437.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -357753.562500 Penalty: 2833.406250
	Iteration 3F: 3 clusters Score -357753.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -358011.968750 Penalty: 2833.406250
	Iteration 4F: 3 clusters Score -358012 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -358238.343750 Penalty: 2833.406250
	Iteration 5F: 3 clusters Score -358238.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -358447.593750 Penalty: 2833.406250
	Iteration 6Q: 3 clusters Score -358447.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -358620.687500 Penalty: 2833.406250
	Iteration 7Q: 3 clusters Score -358620.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -358752.875000 Penalty: 2833.406250
	Iteration 8Q: 3 clusters Score -358752.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -358864.218750 Penalty: 2833.406250
	Iteration 9Q: 3 clusters Score -358864.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -358970.031250 Penalty: 2833.406250
	Iteration 10Q: 3 clusters Score -358970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -359058.062500 Penalty: 2833.406250
	Iteration 11Q: 3 clusters Score -359058.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -359129.281250 Penalty: 2833.406250
	Iteration 12Q: 3 clusters Score -359129.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -359176.656250 Penalty: 2833.406250
	Iteration 13Q: 3 clusters Score -359176.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -359209.500000 Penalty: 2833.406250
	Iteration 14Q: 3 clusters Score -359209.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -359233.125000 Penalty: 2833.406250
	Iteration 15Q: 3 clusters Score -359233.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -359251.875000 Penalty: 2833.406250
	Iteration 16Q: 3 clusters Score -359251.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -359260.437500 Penalty: 2833.406250
	Iteration 17Q: 3 clusters Score -359260.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -359264.812500 Penalty: 2833.406250
	Iteration 18Q: 3 clusters Score -359264.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -359269.093750 Penalty: 2833.406250
	Iteration 19Q: 3 clusters Score -359269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -359271.093750 Penalty: 2833.406250
	Iteration 20F: 3 clusters Score -359271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -359272.718750 Penalty: 2833.406250
	Iteration 21Q: 3 clusters Score -359272.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -359276.187500 Penalty: 2833.406250
	Iteration 22Q: 3 clusters Score -359276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -359278.968750 Penalty: 2833.406250
	Iteration 23Q: 3 clusters Score -359279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -359283.500000 Penalty: 2833.406250
	Iteration 24Q: 3 clusters Score -359283.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -359286.593750 Penalty: 2833.406250
	Iteration 25Q: 3 clusters Score -359286.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -359292.125000 Penalty: 2833.406250
	Iteration 26Q: 3 clusters Score -359292.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -359296.437500 Penalty: 2833.406250
	Iteration 27Q: 3 clusters Score -359296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -359297.625000 Penalty: 2833.406250
	Iteration 28Q: 3 clusters Score -359297.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -359298.343750 Penalty: 2833.406250
	Iteration 29Q: 3 clusters Score -359298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -359298.750000 Penalty: 2833.406250
	Iteration 30Q: 3 clusters Score -359298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -359300.750000 Penalty: 2833.406250
	Iteration 31Q: 3 clusters Score -359300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -359301.406250 Penalty: 2833.406250
	Iteration 32Q: 3 clusters Score -359301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -359301.156250 Penalty: 2833.406250
	Iteration 33Q: 3 clusters Score -359301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -359301.656250 Penalty: 2833.406250
	Iteration 34Q: 3 clusters Score -359301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -359301.656250 Penalty: 2833.406250
	Iteration 35F: 3 clusters Score -359301.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -184747.078125 Penalty: 1311.166382
	Iteration 0F: 2 clusters Score -184747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -181977.656250 Penalty: 2622.332764
	Iteration 0F: 3 clusters Score -181977.7 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -182723.765625 Penalty: 2622.332764
	Iteration 1F: 3 clusters Score -182723.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -182887.828125 Penalty: 2622.332764
	Iteration 2F: 3 clusters Score -182887.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -183015.578125 Penalty: 2622.332764
	Iteration 3F: 3 clusters Score -183015.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -183117.750000 Penalty: 2622.332764
	Iteration 4Q: 3 clusters Score -183117.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -183215.593750 Penalty: 2622.332764
	Iteration 5Q: 3 clusters Score -183215.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -183347.359375 Penalty: 2622.332764
	Iteration 6Q: 3 clusters Score -183347.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183494.140625 Penalty: 2622.332764
	Iteration 7Q: 3 clusters Score -183494.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -183637.812500 Penalty: 2622.332764
	Iteration 8Q: 3 clusters Score -183637.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -183709.171875 Penalty: 2622.332764
	Iteration 9Q: 3 clusters Score -183709.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -183759.562500 Penalty: 2622.332764
	Iteration 10Q: 3 clusters Score -183759.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -183794.406250 Penalty: 2622.332764
	Iteration 11Q: 3 clusters Score -183794.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -183814.062500 Penalty: 2622.332764
	Iteration 12Q: 3 clusters Score -183814.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183828.406250 Penalty: 2622.332764
	Iteration 13Q: 3 clusters Score -183828.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -183836.734375 Penalty: 2622.332764
	Iteration 14Q: 3 clusters Score -183836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -183841.593750 Penalty: 2622.332764
	Iteration 15Q: 3 clusters Score -183841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -183843.765625 Penalty: 2622.332764
	Iteration 16Q: 3 clusters Score -183843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -183845.296875 Penalty: 2622.332764
	Iteration 17Q: 3 clusters Score -183845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -183846.593750 Penalty: 2622.332764
	Iteration 18Q: 3 clusters Score -183846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -183847.156250 Penalty: 2622.332764
	Iteration 19Q: 3 clusters Score -183847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -183847.671875 Penalty: 2622.332764
	Iteration 20F: 3 clusters Score -183847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -183847.437500 Penalty: 2622.332764
	Iteration 21Q: 3 clusters Score -183847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -183847.437500 Penalty: 2622.332764
	Iteration 22F: 3 clusters Score -183847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -362388.718750 Penalty: 1424.615112
	Iteration 0F: 2 clusters Score -362388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -357518.281250 Penalty: 2849.230225
	Iteration 0F: 3 clusters Score -357518.3 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -358932.187500 Penalty: 2849.230225
	Iteration 1F: 3 clusters Score -358932.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -359145.093750 Penalty: 2849.230225
	Iteration 2F: 3 clusters Score -359145.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -359323.906250 Penalty: 2849.230225
	Iteration 3F: 3 clusters Score -359323.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -359494.625000 Penalty: 2849.230225
	Iteration 4Q: 3 clusters Score -359494.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -359669.437500 Penalty: 2849.230225
	Iteration 5Q: 3 clusters Score -359669.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -359861.968750 Penalty: 2849.230225
	Iteration 6Q: 3 clusters Score -359862 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -360064.250000 Penalty: 2849.230225
	Iteration 7Q: 3 clusters Score -360064.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -360243.625000 Penalty: 2849.230225
	Iteration 8Q: 3 clusters Score -360243.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -360414.875000 Penalty: 2849.230225
	Iteration 9Q: 3 clusters Score -360414.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -360589.968750 Penalty: 2849.230225
	Iteration 10Q: 3 clusters Score -360590 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -360730.125000 Penalty: 2849.230225
	Iteration 11Q: 3 clusters Score -360730.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -360828.812500 Penalty: 2849.230225
	Iteration 12Q: 3 clusters Score -360828.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -360895.625000 Penalty: 2849.230225
	Iteration 13Q: 3 clusters Score -360895.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -360951.375000 Penalty: 2849.230225
	Iteration 14Q: 3 clusters Score -360951.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -361003.218750 Penalty: 2849.230225
	Iteration 15Q: 3 clusters Score -361003.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -361027.093750 Penalty: 2849.230225
	Iteration 16Q: 3 clusters Score -361027.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -361043.375000 Penalty: 2849.230225
	Iteration 17Q: 3 clusters Score -361043.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -361052.937500 Penalty: 2849.230225
	Iteration 18Q: 3 clusters Score -361052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -361058.718750 Penalty: 2849.230225
	Iteration 19Q: 3 clusters Score -361058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -361062.468750 Penalty: 2849.230225
	Iteration 20F: 3 clusters Score -361062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -361065.031250 Penalty: 2849.230225
	Iteration 21Q: 3 clusters Score -361065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -361067.437500 Penalty: 2849.230225
	Iteration 22Q: 3 clusters Score -361067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -361068.968750 Penalty: 2849.230225
	Iteration 23Q: 3 clusters Score -361069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -361069.593750 Penalty: 2849.230225
	Iteration 24Q: 3 clusters Score -361069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -361069.781250 Penalty: 2849.230225
	Iteration 25Q: 3 clusters Score -361069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -361069.781250 Penalty: 2849.230225
	Iteration 26F: 3 clusters Score -361069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -681358.062500 Penalty: 1517.515503
	Iteration 0F: 2 clusters Score -681358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -673360.875000 Penalty: 3035.031006
	Iteration 0F: 3 clusters Score -673360.9 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -675948.187500 Penalty: 3035.031006
	Iteration 1F: 3 clusters Score -675948.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -676276.875000 Penalty: 3035.031006
	Iteration 2F: 3 clusters Score -676276.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -676611.562500 Penalty: 3035.031006
	Iteration 3F: 3 clusters Score -676611.6 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -676999.625000 Penalty: 3035.031006
	Iteration 4F: 3 clusters Score -676999.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -677437.437500 Penalty: 3035.031006
	Iteration 5F: 3 clusters Score -677437.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -677904.125000 Penalty: 3035.031006
	Iteration 6F: 3 clusters Score -677904.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -678283.875000 Penalty: 3035.031006
	Iteration 7F: 3 clusters Score -678283.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -678575.562500 Penalty: 3035.031006
	Iteration 8Q: 3 clusters Score -678575.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -678788.250000 Penalty: 3035.031006
	Iteration 9Q: 3 clusters Score -678788.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -678946.062500 Penalty: 3035.031006
	Iteration 10Q: 3 clusters Score -678946.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -679062.812500 Penalty: 3035.031006
	Iteration 11Q: 3 clusters Score -679062.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -679162.812500 Penalty: 3035.031006
	Iteration 12Q: 3 clusters Score -679162.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -679254.375000 Penalty: 3035.031006
	Iteration 13Q: 3 clusters Score -679254.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -679335.000000 Penalty: 3035.031006
	Iteration 14Q: 3 clusters Score -679335 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -679403.562500 Penalty: 3035.031006
	Iteration 15Q: 3 clusters Score -679403.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -679461.562500 Penalty: 3035.031006
	Iteration 16Q: 3 clusters Score -679461.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -679526.937500 Penalty: 3035.031006
	Iteration 17Q: 3 clusters Score -679526.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -679587.312500 Penalty: 3035.031006
	Iteration 18Q: 3 clusters Score -679587.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -679650.625000 Penalty: 3035.031006
	Iteration 19Q: 3 clusters Score -679650.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -679711.812500 Penalty: 3035.031006
	Iteration 20F: 3 clusters Score -679711.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -679753.750000 Penalty: 3035.031006
	Iteration 21Q: 3 clusters Score -679753.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -679782.562500 Penalty: 3035.031006
	Iteration 22Q: 3 clusters Score -679782.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -679812.125000 Penalty: 3035.031006
	Iteration 23Q: 3 clusters Score -679812.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -679842.062500 Penalty: 3035.031006
	Iteration 24Q: 3 clusters Score -679842.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -679877.687500 Penalty: 3035.031006
	Iteration 25Q: 3 clusters Score -679877.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -679914.937500 Penalty: 3035.031006
	Iteration 26Q: 3 clusters Score -679914.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -679951.125000 Penalty: 3035.031006
	Iteration 27Q: 3 clusters Score -679951.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -679974.750000 Penalty: 3035.031006
	Iteration 28Q: 3 clusters Score -679974.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -679993.250000 Penalty: 3035.031006
	Iteration 29Q: 3 clusters Score -679993.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -680002.750000 Penalty: 3035.031006
	Iteration 30Q: 3 clusters Score -680002.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -680011.500000 Penalty: 3035.031006
	Iteration 31Q: 3 clusters Score -680011.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -680022.562500 Penalty: 3035.031006
	Iteration 32Q: 3 clusters Score -680022.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -680029.562500 Penalty: 3035.031006
	Iteration 33Q: 3 clusters Score -680029.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -680038.375000 Penalty: 3035.031006
	Iteration 34Q: 3 clusters Score -680038.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -680045.750000 Penalty: 3035.031006
	Iteration 35Q: 3 clusters Score -680045.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -680058.750000 Penalty: 3035.031006
	Iteration 36Q: 3 clusters Score -680058.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -680066.187500 Penalty: 3035.031006
	Iteration 37Q: 3 clusters Score -680066.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -680071.937500 Penalty: 3035.031006
	Iteration 38Q: 3 clusters Score -680071.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -680077.312500 Penalty: 3035.031006
	Iteration 39Q: 3 clusters Score -680077.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -680084.562500 Penalty: 3035.031006
	Iteration 40F: 3 clusters Score -680084.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -680091.187500 Penalty: 3035.031006
	Iteration 41Q: 3 clusters Score -680091.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -680096.562500 Penalty: 3035.031006
	Iteration 42Q: 3 clusters Score -680096.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -680100.562500 Penalty: 3035.031006
	Iteration 43Q: 3 clusters Score -680100.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -680103.750000 Penalty: 3035.031006
	Iteration 44Q: 3 clusters Score -680103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -680102.312500 Penalty: 3035.031006
	Iteration 45Q: 3 clusters Score -680102.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -680104.750000 Penalty: 3035.031006
	Iteration 46Q: 3 clusters Score -680104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -680105.187500 Penalty: 3035.031006
	Iteration 47Q: 3 clusters Score -680105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -680105.312500 Penalty: 3035.031006
	Iteration 48Q: 3 clusters Score -680105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -680105.375000 Penalty: 3035.031006
	Iteration 49Q: 3 clusters Score -680105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -680105.375000 Penalty: 3035.031006
	Iteration 50F: 3 clusters Score -680105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -81422.679688 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -81422.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -79710.859375 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -79710.86 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -80089.757812 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -80089.76 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -80230.320312 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -80230.32 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -80335.804688 Penalty: 2359.212646
	Iteration 3F: 3 clusters Score -80335.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -80415.000000 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -80415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -80477.664062 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -80477.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -80524.453125 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -80524.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -80565.226562 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -80565.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -80587.578125 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -80587.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -80608.914062 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -80608.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -80623.070312 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -80623.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -80642.421875 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -80642.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -80658.523438 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -80658.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -80673.031250 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -80673.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -80684.359375 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -80684.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -80691.171875 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -80691.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -80698.054688 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -80698.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -80706.976562 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -80706.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -80712.476562 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -80712.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -80719.890625 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -80719.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -80725.031250 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -80725.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -80733.117188 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -80733.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -80739.531250 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -80739.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -80746.210938 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -80746.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -80753.031250 Penalty: 2359.212646
	Iteration 24Q: 3 clusters Score -80753.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -80756.734375 Penalty: 2359.212646
	Iteration 25Q: 3 clusters Score -80756.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -80759.507812 Penalty: 2359.212646
	Iteration 26Q: 3 clusters Score -80759.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -80761.054688 Penalty: 2359.212646
	Iteration 27Q: 3 clusters Score -80761.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80771.085938 Penalty: 2359.212646
	Iteration 28Q: 3 clusters Score -80771.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -80778.695312 Penalty: 2359.212646
	Iteration 29Q: 3 clusters Score -80778.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -80785.125000 Penalty: 2359.212646
	Iteration 30Q: 3 clusters Score -80785.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -80788.273438 Penalty: 2359.212646
	Iteration 31Q: 3 clusters Score -80788.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -80789.710938 Penalty: 2359.212646
	Iteration 32Q: 3 clusters Score -80789.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -80792.851562 Penalty: 2359.212646
	Iteration 33Q: 3 clusters Score -80792.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -80793.742188 Penalty: 2359.212646
	Iteration 34Q: 3 clusters Score -80793.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -80793.742188 Penalty: 2359.212646
	Iteration 35F: 3 clusters Score -80793.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -66058.859375 Penalty: 1141.071167
	Iteration 0F: 2 clusters Score -66058.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -64517.945312 Penalty: 2282.142334
	Iteration 0F: 3 clusters Score -64517.95 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -64775.539062 Penalty: 2282.142334
	Iteration 1F: 3 clusters Score -64775.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -64835.593750 Penalty: 2282.142334
	Iteration 2F: 3 clusters Score -64835.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -64867.148438 Penalty: 2282.142334
	Iteration 3Q: 3 clusters Score -64867.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -64878.605469 Penalty: 2282.142334
	Iteration 4Q: 3 clusters Score -64878.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64892.117188 Penalty: 2282.142334
	Iteration 5Q: 3 clusters Score -64892.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -64904.980469 Penalty: 2282.142334
	Iteration 6Q: 3 clusters Score -64904.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -64914.804688 Penalty: 2282.142334
	Iteration 7Q: 3 clusters Score -64914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -64925.019531 Penalty: 2282.142334
	Iteration 8Q: 3 clusters Score -64925.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64931.480469 Penalty: 2282.142334
	Iteration 9Q: 3 clusters Score -64931.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -64935.171875 Penalty: 2282.142334
	Iteration 10Q: 3 clusters Score -64935.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -64944.921875 Penalty: 2282.142334
	Iteration 11Q: 3 clusters Score -64944.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -64953.125000 Penalty: 2282.142334
	Iteration 12Q: 3 clusters Score -64953.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -64964.828125 Penalty: 2282.142334
	Iteration 13Q: 3 clusters Score -64964.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64975.882812 Penalty: 2282.142334
	Iteration 14Q: 3 clusters Score -64975.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64981.878906 Penalty: 2282.142334
	Iteration 15Q: 3 clusters Score -64981.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64987.789062 Penalty: 2282.142334
	Iteration 16Q: 3 clusters Score -64987.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64992.972656 Penalty: 2282.142334
	Iteration 17Q: 3 clusters Score -64992.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -64996.273438 Penalty: 2282.142334
	Iteration 18Q: 3 clusters Score -64996.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -64996.273438 Penalty: 2282.142334
	Iteration 19F: 3 clusters Score -64996.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Entering Unmasked Estep 
Score: -540462.562500 Penalty: 1491.412109
	Iteration 0F: 2 clusters Score -540462.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -533460.750000 Penalty: 2982.824219
	Iteration 0F: 3 clusters Score -533460.8 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -535892.000000 Penalty: 2982.824219
	Iteration 1F: 3 clusters Score -535892 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -536444.000000 Penalty: 2982.824219
	Iteration 2F: 3 clusters Score -536444 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -537075.812500 Penalty: 2982.824219
	Iteration 3F: 3 clusters Score -537075.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -537646.187500 Penalty: 2982.824219
	Iteration 4F: 3 clusters Score -537646.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -538103.625000 Penalty: 2982.824219
	Iteration 5F: 3 clusters Score -538103.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -538484.062500 Penalty: 2982.824219
	Iteration 6F: 3 clusters Score -538484.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -538833.625000 Penalty: 2982.824219
	Iteration 7Q: 3 clusters Score -538833.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -539165.250000 Penalty: 2982.824219
	Iteration 8Q: 3 clusters Score -539165.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -539441.062500 Penalty: 2982.824219
	Iteration 9Q: 3 clusters Score -539441.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -539609.625000 Penalty: 2982.824219
	Iteration 10Q: 3 clusters Score -539609.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -539767.812500 Penalty: 2982.824219
	Iteration 11Q: 3 clusters Score -539767.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -539911.687500 Penalty: 2982.824219
	Iteration 12Q: 3 clusters Score -539911.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -540007.937500 Penalty: 2982.824219
	Iteration 13Q: 3 clusters Score -540007.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -540060.875000 Penalty: 2982.824219
	Iteration 14Q: 3 clusters Score -540060.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -540091.812500 Penalty: 2982.824219
	Iteration 15Q: 3 clusters Score -540091.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -540126.500000 Penalty: 2982.824219
	Iteration 16Q: 3 clusters Score -540126.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -540152.375000 Penalty: 2982.824219
	Iteration 17Q: 3 clusters Score -540152.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -540170.125000 Penalty: 2982.824219
	Iteration 18Q: 3 clusters Score -540170.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -540185.062500 Penalty: 2982.824219
	Iteration 19Q: 3 clusters Score -540185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -540195.625000 Penalty: 2982.824219
	Iteration 20F: 3 clusters Score -540195.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -540200.000000 Penalty: 2982.824219
	Iteration 21Q: 3 clusters Score -540200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -540204.750000 Penalty: 2982.824219
	Iteration 22Q: 3 clusters Score -540204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -540208.437500 Penalty: 2982.824219
	Iteration 23Q: 3 clusters Score -540208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -540212.125000 Penalty: 2982.824219
	Iteration 24Q: 3 clusters Score -540212.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -540216.375000 Penalty: 2982.824219
	Iteration 25Q: 3 clusters Score -540216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -540220.062500 Penalty: 2982.824219
	Iteration 26Q: 3 clusters Score -540220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -540222.062500 Penalty: 2982.824219
	Iteration 27Q: 3 clusters Score -540222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -540222.625000 Penalty: 2982.824219
	Iteration 28Q: 3 clusters Score -540222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -540226.187500 Penalty: 2982.824219
	Iteration 29Q: 3 clusters Score -540226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -540229.062500 Penalty: 2982.824219
	Iteration 30Q: 3 clusters Score -540229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -540231.437500 Penalty: 2982.824219
	Iteration 31Q: 3 clusters Score -540231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -540233.062500 Penalty: 2982.824219
	Iteration 32Q: 3 clusters Score -540233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -540237.500000 Penalty: 2982.824219
	Iteration 33Q: 3 clusters Score -540237.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -540240.562500 Penalty: 2982.824219
	Iteration 34Q: 3 clusters Score -540240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -540243.125000 Penalty: 2982.824219
	Iteration 35Q: 3 clusters Score -540243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -540243.437500 Penalty: 2982.824219
	Iteration 36Q: 3 clusters Score -540243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -540242.875000 Penalty: 2982.824219
	Iteration 37Q: 3 clusters Score -540242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -540242.875000 Penalty: 2982.824219
	Iteration 38F: 3 clusters Score -540242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -335876.031250 Penalty: 1407.403809
	Iteration 0F: 2 clusters Score -335876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -331391.156250 Penalty: 2814.807617
	Iteration 0F: 3 clusters Score -331391.2 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -332577.656250 Penalty: 2814.807617
	Iteration 1F: 3 clusters Score -332577.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -332731.500000 Penalty: 2814.807617
	Iteration 2F: 3 clusters Score -332731.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -332869.656250 Penalty: 2814.807617
	Iteration 3F: 3 clusters Score -332869.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -332993.593750 Penalty: 2814.807617
	Iteration 4Q: 3 clusters Score -332993.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -333147.031250 Penalty: 2814.807617
	Iteration 5Q: 3 clusters Score -333147 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -333331.093750 Penalty: 2814.807617
	Iteration 6F: 3 clusters Score -333331.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -333564.406250 Penalty: 2814.807617
	Iteration 7F: 3 clusters Score -333564.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -333797.062500 Penalty: 2814.807617
	Iteration 8F: 3 clusters Score -333797.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -334038.312500 Penalty: 2814.807617
	Iteration 9F: 3 clusters Score -334038.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -334231.156250 Penalty: 2814.807617
	Iteration 10Q: 3 clusters Score -334231.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -334372.312500 Penalty: 2814.807617
	Iteration 11Q: 3 clusters Score -334372.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -334459.562500 Penalty: 2814.807617
	Iteration 12Q: 3 clusters Score -334459.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -334513.093750 Penalty: 2814.807617
	Iteration 13Q: 3 clusters Score -334513.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -334543.281250 Penalty: 2814.807617
	Iteration 14Q: 3 clusters Score -334543.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -334569.531250 Penalty: 2814.807617
	Iteration 15Q: 3 clusters Score -334569.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -334592.281250 Penalty: 2814.807617
	Iteration 16Q: 3 clusters Score -334592.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -334609.125000 Penalty: 2814.807617
	Iteration 17Q: 3 clusters Score -334609.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -334617.250000 Penalty: 2814.807617
	Iteration 18Q: 3 clusters Score -334617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -334623.718750 Penalty: 2814.807617
	Iteration 19Q: 3 clusters Score -334623.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -334627.093750 Penalty: 2814.807617
	Iteration 20F: 3 clusters Score -334627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -334628.312500 Penalty: 2814.807617
	Iteration 21Q: 3 clusters Score -334628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -334629.343750 Penalty: 2814.807617
	Iteration 22Q: 3 clusters Score -334629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -334629.281250 Penalty: 2814.807617
	Iteration 23Q: 3 clusters Score -334629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -334629.937500 Penalty: 2814.807617
	Iteration 24Q: 3 clusters Score -334629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -334632.312500 Penalty: 2814.807617
	Iteration 25Q: 3 clusters Score -334632.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -334634.625000 Penalty: 2814.807617
	Iteration 26Q: 3 clusters Score -334634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -334636.937500 Penalty: 2814.807617
	Iteration 27Q: 3 clusters Score -334636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -334637.500000 Penalty: 2814.807617
	Iteration 28Q: 3 clusters Score -334637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -334637.437500 Penalty: 2814.807617
	Iteration 29Q: 3 clusters Score -334637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -334639.250000 Penalty: 2814.807617
	Iteration 30Q: 3 clusters Score -334639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -334639.281250 Penalty: 2814.807617
	Iteration 31Q: 3 clusters Score -334639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -334639.750000 Penalty: 2814.807617
	Iteration 32Q: 3 clusters Score -334639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -334640.562500 Penalty: 2814.807617
	Iteration 33Q: 3 clusters Score -334640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -334641.093750 Penalty: 2814.807617
	Iteration 34Q: 3 clusters Score -334641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -334641.093750 Penalty: 2814.807617
	Iteration 35F: 3 clusters Score -334641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -189415.093750 Penalty: 1312.282104
	Iteration 0F: 2 clusters Score -189415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -186577.031250 Penalty: 2624.564209
	Iteration 0F: 3 clusters Score -186577 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -187288.031250 Penalty: 2624.564209
	Iteration 1F: 3 clusters Score -187288 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -187443.781250 Penalty: 2624.564209
	Iteration 2F: 3 clusters Score -187443.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -187562.968750 Penalty: 2624.564209
	Iteration 3F: 3 clusters Score -187563 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -187722.281250 Penalty: 2624.564209
	Iteration 4F: 3 clusters Score -187722.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -187910.546875 Penalty: 2624.564209
	Iteration 5F: 3 clusters Score -187910.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -188104.140625 Penalty: 2624.564209
	Iteration 6F: 3 clusters Score -188104.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -188224.828125 Penalty: 2624.564209
	Iteration 7F: 3 clusters Score -188224.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -188301.421875 Penalty: 2624.564209
	Iteration 8Q: 3 clusters Score -188301.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -188366.671875 Penalty: 2624.564209
	Iteration 9Q: 3 clusters Score -188366.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -188398.343750 Penalty: 2624.564209
	Iteration 10Q: 3 clusters Score -188398.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -188412.562500 Penalty: 2624.564209
	Iteration 11Q: 3 clusters Score -188412.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188423.187500 Penalty: 2624.564209
	Iteration 12Q: 3 clusters Score -188423.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188430.812500 Penalty: 2624.564209
	Iteration 13Q: 3 clusters Score -188430.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -188433.609375 Penalty: 2624.564209
	Iteration 14Q: 3 clusters Score -188433.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188437.546875 Penalty: 2624.564209
	Iteration 15Q: 3 clusters Score -188437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -188441.250000 Penalty: 2624.564209
	Iteration 16Q: 3 clusters Score -188441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188444.578125 Penalty: 2624.564209
	Iteration 17Q: 3 clusters Score -188444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188447.078125 Penalty: 2624.564209
	Iteration 18Q: 3 clusters Score -188447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -188448.828125 Penalty: 2624.564209
	Iteration 19Q: 3 clusters Score -188448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -188450.578125 Penalty: 2624.564209
	Iteration 20F: 3 clusters Score -188450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -188451.296875 Penalty: 2624.564209
	Iteration 21Q: 3 clusters Score -188451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -188452.796875 Penalty: 2624.564209
	Iteration 22Q: 3 clusters Score -188452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188453.625000 Penalty: 2624.564209
	Iteration 23Q: 3 clusters Score -188453.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188455.515625 Penalty: 2624.564209
	Iteration 24Q: 3 clusters Score -188455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188455.484375 Penalty: 2624.564209
	Iteration 25Q: 3 clusters Score -188455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188455.953125 Penalty: 2624.564209
	Iteration 26Q: 3 clusters Score -188456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188455.953125 Penalty: 2624.564209
	Iteration 27F: 3 clusters Score -188456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -128859.296875 Penalty: 1255.437866
	Iteration 0F: 2 clusters Score -128859.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -126574.664062 Penalty: 2510.875732
	Iteration 0F: 3 clusters Score -126574.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -127083.125000 Penalty: 2510.875732
	Iteration 1F: 3 clusters Score -127083.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -127224.835938 Penalty: 2510.875732
	Iteration 2F: 3 clusters Score -127224.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -127337.554688 Penalty: 2510.875732
	Iteration 3F: 3 clusters Score -127337.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -127464.867188 Penalty: 2510.875732
	Iteration 4F: 3 clusters Score -127464.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -127600.453125 Penalty: 2510.875732
	Iteration 5F: 3 clusters Score -127600.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -127733.250000 Penalty: 2510.875732
	Iteration 6F: 3 clusters Score -127733.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -127857.898438 Penalty: 2510.875732
	Iteration 7Q: 3 clusters Score -127857.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -127940.367188 Penalty: 2510.875732
	Iteration 8Q: 3 clusters Score -127940.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -127990.679688 Penalty: 2510.875732
	Iteration 9Q: 3 clusters Score -127990.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -128016.687500 Penalty: 2510.875732
	Iteration 10Q: 3 clusters Score -128016.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -128038.718750 Penalty: 2510.875732
	Iteration 11Q: 3 clusters Score -128038.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -128059.945312 Penalty: 2510.875732
	Iteration 12Q: 3 clusters Score -128059.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -128077.585938 Penalty: 2510.875732
	Iteration 13Q: 3 clusters Score -128077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -128091.945312 Penalty: 2510.875732
	Iteration 14Q: 3 clusters Score -128091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -128105.843750 Penalty: 2510.875732
	Iteration 15Q: 3 clusters Score -128105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -128111.945312 Penalty: 2510.875732
	Iteration 16Q: 3 clusters Score -128111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -128116.328125 Penalty: 2510.875732
	Iteration 17Q: 3 clusters Score -128116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -128118.914062 Penalty: 2510.875732
	Iteration 18Q: 3 clusters Score -128118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -128119.929688 Penalty: 2510.875732
	Iteration 19Q: 3 clusters Score -128119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -128120.359375 Penalty: 2510.875732
	Iteration 20F: 3 clusters Score -128120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -80194.007812 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -80194.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -78256.921875 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -78256.92 nChanged 617
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: -78707.578125 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -78707.58 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -78900.914062 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -78900.91 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -79050.937500 Penalty: 2434.059082
	Iteration 3F: 3 clusters Score -79050.94 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -79189.296875 Penalty: 2434.059082
	Iteration 4F: 3 clusters Score -79189.3 nChanged 104
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: -79360.156250 Penalty: 2434.059082
	Iteration 5F: 3 clusters Score -79360.16 nChanged 108
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: -79519.007812 Penalty: 2434.059082
	Iteration 6F: 3 clusters Score -79519.01 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79649.609375 Penalty: 2434.059082
	Iteration 7F: 3 clusters Score -79649.61 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79748.632812 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -79748.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79822.218750 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -79822.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79865.554688 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -79865.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79890.664062 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -79890.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79900.484375 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -79900.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79907.664062 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -79907.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79914.312500 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -79914.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79918.734375 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -79918.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79920.757812 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -79920.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79922.406250 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -79922.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79924.218750 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -79924.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79924.820312 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -79924.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79925.085938 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -79925.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -354533.062500 Penalty: 1415.314819
	Iteration 0F: 2 clusters Score -354533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -349912.437500 Penalty: 2830.629639
	Iteration 0F: 3 clusters Score -349912.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -351333.843750 Penalty: 2830.629639
	Iteration 1F: 3 clusters Score -351333.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -351555.343750 Penalty: 2830.629639
	Iteration 2F: 3 clusters Score -351555.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -351703.406250 Penalty: 2830.629639
	Iteration 3F: 3 clusters Score -351703.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -351798.468750 Penalty: 2830.629639
	Iteration 4Q: 3 clusters Score -351798.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -351874.906250 Penalty: 2830.629639
	Iteration 5Q: 3 clusters Score -351874.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -351935.593750 Penalty: 2830.629639
	Iteration 6Q: 3 clusters Score -351935.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -352006.718750 Penalty: 2830.629639
	Iteration 7Q: 3 clusters Score -352006.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -352086.937500 Penalty: 2830.629639
	Iteration 8Q: 3 clusters Score -352086.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -352174.312500 Penalty: 2830.629639
	Iteration 9Q: 3 clusters Score -352174.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -352282.718750 Penalty: 2830.629639
	Iteration 10Q: 3 clusters Score -352282.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -352406.093750 Penalty: 2830.629639
	Iteration 11Q: 3 clusters Score -352406.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -352537.218750 Penalty: 2830.629639
	Iteration 12Q: 3 clusters Score -352537.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -352673.437500 Penalty: 2830.629639
	Iteration 13Q: 3 clusters Score -352673.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -352780.406250 Penalty: 2830.629639
	Iteration 14Q: 3 clusters Score -352780.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -352883.875000 Penalty: 2830.629639
	Iteration 15Q: 3 clusters Score -352883.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -352971.000000 Penalty: 2830.629639
	Iteration 16Q: 3 clusters Score -352971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -353031.343750 Penalty: 2830.629639
	Iteration 17Q: 3 clusters Score -353031.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -353077.718750 Penalty: 2830.629639
	Iteration 18Q: 3 clusters Score -353077.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -353110.875000 Penalty: 2830.629639
	Iteration 19Q: 3 clusters Score -353110.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -353147.812500 Penalty: 2830.629639
	Iteration 20F: 3 clusters Score -353147.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -353181.031250 Penalty: 2830.629639
	Iteration 21Q: 3 clusters Score -353181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -353207.750000 Penalty: 2830.629639
	Iteration 22Q: 3 clusters Score -353207.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -353226.156250 Penalty: 2830.629639
	Iteration 23Q: 3 clusters Score -353226.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -353235.406250 Penalty: 2830.629639
	Iteration 24Q: 3 clusters Score -353235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -353242.125000 Penalty: 2830.629639
	Iteration 25Q: 3 clusters Score -353242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -353246.187500 Penalty: 2830.629639
	Iteration 26Q: 3 clusters Score -353246.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -353251.562500 Penalty: 2830.629639
	Iteration 27Q: 3 clusters Score -353251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -353255.187500 Penalty: 2830.629639
	Iteration 28Q: 3 clusters Score -353255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -353260.812500 Penalty: 2830.629639
	Iteration 29Q: 3 clusters Score -353260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -353265.781250 Penalty: 2830.629639
	Iteration 30Q: 3 clusters Score -353265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -353269.468750 Penalty: 2830.629639
	Iteration 31Q: 3 clusters Score -353269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -353272.531250 Penalty: 2830.629639
	Iteration 32Q: 3 clusters Score -353272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -353274.062500 Penalty: 2830.629639
	Iteration 33Q: 3 clusters Score -353274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -353278.187500 Penalty: 2830.629639
	Iteration 34Q: 3 clusters Score -353278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -353282.906250 Penalty: 2830.629639
	Iteration 35Q: 3 clusters Score -353282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -353285.500000 Penalty: 2830.629639
	Iteration 36Q: 3 clusters Score -353285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -353286.468750 Penalty: 2830.629639
	Iteration 37Q: 3 clusters Score -353286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -353287.593750 Penalty: 2830.629639
	Iteration 38Q: 3 clusters Score -353287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -353289.218750 Penalty: 2830.629639
	Iteration 39Q: 3 clusters Score -353289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -353288.781250 Penalty: 2830.629639
	Iteration 40F: 3 clusters Score -353288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -353290.125000 Penalty: 2830.629639
	Iteration 41Q: 3 clusters Score -353290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -353292.031250 Penalty: 2830.629639
	Iteration 42Q: 3 clusters Score -353292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -353291.937500 Penalty: 2830.629639
	Iteration 43Q: 3 clusters Score -353291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -353291.937500 Penalty: 2830.629639
	Iteration 44F: 3 clusters Score -353291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -22056.652344 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -22056.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21014.751953 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -21014.75 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21172.210938 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -21172.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21217.517578 Penalty: 1981.874146
	Iteration 2Q: 3 clusters Score -21217.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21259.701172 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -21259.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21284.210938 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -21284.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21316.898438 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -21316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21341.003906 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -21341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21355.365234 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -21355.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21361.720703 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -21361.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21369.554688 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -21369.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21378.703125 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -21378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21395.914062 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -21395.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21419.755859 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -21419.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21437.351562 Penalty: 1981.874146
	Iteration 13Q: 3 clusters Score -21437.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21450.417969 Penalty: 1981.874146
	Iteration 14Q: 3 clusters Score -21450.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21477.613281 Penalty: 1981.874146
	Iteration 15Q: 3 clusters Score -21477.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21501.796875 Penalty: 1981.874146
	Iteration 16Q: 3 clusters Score -21501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21529.072266 Penalty: 1981.874146
	Iteration 17Q: 3 clusters Score -21529.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21555.236328 Penalty: 1981.874146
	Iteration 18Q: 3 clusters Score -21555.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21574.378906 Penalty: 1981.874146
	Iteration 19Q: 3 clusters Score -21574.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21607.904297 Penalty: 1981.874146
	Iteration 20F: 3 clusters Score -21607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21630.705078 Penalty: 1981.874146
	Iteration 21Q: 3 clusters Score -21630.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21653.453125 Penalty: 1981.874146
	Iteration 22Q: 3 clusters Score -21653.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21671.552734 Penalty: 1981.874146
	Iteration 23Q: 3 clusters Score -21671.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21689.142578 Penalty: 1981.874146
	Iteration 24Q: 3 clusters Score -21689.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21747.705078 Penalty: 1981.874146
	Iteration 25Q: 3 clusters Score -21747.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21813.316406 Penalty: 1981.874146
	Iteration 26Q: 3 clusters Score -21813.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21857.689453 Penalty: 1981.874146
	Iteration 27Q: 3 clusters Score -21857.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21872.968750 Penalty: 1981.874146
	Iteration 28Q: 3 clusters Score -21872.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21879.746094 Penalty: 1981.874146
	Iteration 29Q: 3 clusters Score -21879.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21910.296875 Penalty: 1981.874146
	Iteration 30Q: 3 clusters Score -21910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21939.019531 Penalty: 1981.874146
	Iteration 31Q: 3 clusters Score -21939.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21947.890625 Penalty: 1981.874146
	Iteration 32Q: 3 clusters Score -21947.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21952.390625 Penalty: 1981.874146
	Iteration 33Q: 3 clusters Score -21952.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21952.390625 Penalty: 1981.874146
	Iteration 34F: 3 clusters Score -21952.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -386757.750000 Penalty: 1430.580811
	Iteration 0F: 2 clusters Score -386757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -381756.937500 Penalty: 2861.161621
	Iteration 0F: 3 clusters Score -381756.9 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -383138.500000 Penalty: 2861.161621
	Iteration 1F: 3 clusters Score -383138.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -383303.093750 Penalty: 2861.161621
	Iteration 2F: 3 clusters Score -383303.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -383423.343750 Penalty: 2861.161621
	Iteration 3Q: 3 clusters Score -383423.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -383524.000000 Penalty: 2861.161621
	Iteration 4Q: 3 clusters Score -383524 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -383606.812500 Penalty: 2861.161621
	Iteration 5Q: 3 clusters Score -383606.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -383688.406250 Penalty: 2861.161621
	Iteration 6Q: 3 clusters Score -383688.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -383758.937500 Penalty: 2861.161621
	Iteration 7Q: 3 clusters Score -383758.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -383837.156250 Penalty: 2861.161621
	Iteration 8Q: 3 clusters Score -383837.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -383910.375000 Penalty: 2861.161621
	Iteration 9Q: 3 clusters Score -383910.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -383997.375000 Penalty: 2861.161621
	Iteration 10Q: 3 clusters Score -383997.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -384104.812500 Penalty: 2861.161621
	Iteration 11Q: 3 clusters Score -384104.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -384239.500000 Penalty: 2861.161621
	Iteration 12Q: 3 clusters Score -384239.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -384391.218750 Penalty: 2861.161621
	Iteration 13Q: 3 clusters Score -384391.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -384569.375000 Penalty: 2861.161621
	Iteration 14Q: 3 clusters Score -384569.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -384767.593750 Penalty: 2861.161621
	Iteration 15Q: 3 clusters Score -384767.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -384974.625000 Penalty: 2861.161621
	Iteration 16Q: 3 clusters Score -384974.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -385120.718750 Penalty: 2861.161621
	Iteration 17Q: 3 clusters Score -385120.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -385224.812500 Penalty: 2861.161621
	Iteration 18Q: 3 clusters Score -385224.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -385295.250000 Penalty: 2861.161621
	Iteration 19Q: 3 clusters Score -385295.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -385361.000000 Penalty: 2861.161621
	Iteration 20F: 3 clusters Score -385361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -385411.718750 Penalty: 2861.161621
	Iteration 21Q: 3 clusters Score -385411.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -385443.812500 Penalty: 2861.161621
	Iteration 22Q: 3 clusters Score -385443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -385464.687500 Penalty: 2861.161621
	Iteration 23Q: 3 clusters Score -385464.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -385476.406250 Penalty: 2861.161621
	Iteration 24Q: 3 clusters Score -385476.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -385488.750000 Penalty: 2861.161621
	Iteration 25Q: 3 clusters Score -385488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -385497.531250 Penalty: 2861.161621
	Iteration 26Q: 3 clusters Score -385497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -385505.406250 Penalty: 2861.161621
	Iteration 27Q: 3 clusters Score -385505.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -385511.500000 Penalty: 2861.161621
	Iteration 28Q: 3 clusters Score -385511.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -385514.750000 Penalty: 2861.161621
	Iteration 29Q: 3 clusters Score -385514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -385514.750000 Penalty: 2861.161621
	Iteration 30F: 3 clusters Score -385514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -69005.109375 Penalty: 1154.156128
	Iteration 0F: 2 clusters Score -69005.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -67414.335938 Penalty: 2308.312256
	Iteration 0F: 3 clusters Score -67414.34 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -67704.835938 Penalty: 2308.312256
	Iteration 1F: 3 clusters Score -67704.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67790.148438 Penalty: 2308.312256
	Iteration 2F: 3 clusters Score -67790.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67841.914062 Penalty: 2308.312256
	Iteration 3Q: 3 clusters Score -67841.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -67888.828125 Penalty: 2308.312256
	Iteration 4Q: 3 clusters Score -67888.83 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67958.343750 Penalty: 2308.312256
	Iteration 5Q: 3 clusters Score -67958.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68034.585938 Penalty: 2308.312256
	Iteration 6Q: 3 clusters Score -68034.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68102.304688 Penalty: 2308.312256
	Iteration 7Q: 3 clusters Score -68102.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68181.023438 Penalty: 2308.312256
	Iteration 8Q: 3 clusters Score -68181.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68230.671875 Penalty: 2308.312256
	Iteration 9Q: 3 clusters Score -68230.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68265.625000 Penalty: 2308.312256
	Iteration 10Q: 3 clusters Score -68265.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68291.359375 Penalty: 2308.312256
	Iteration 11Q: 3 clusters Score -68291.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68309.578125 Penalty: 2308.312256
	Iteration 12Q: 3 clusters Score -68309.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68323.210938 Penalty: 2308.312256
	Iteration 13Q: 3 clusters Score -68323.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68336.750000 Penalty: 2308.312256
	Iteration 14Q: 3 clusters Score -68336.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68347.132812 Penalty: 2308.312256
	Iteration 15Q: 3 clusters Score -68347.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68352.617188 Penalty: 2308.312256
	Iteration 16Q: 3 clusters Score -68352.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68356.898438 Penalty: 2308.312256
	Iteration 17Q: 3 clusters Score -68356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68359.398438 Penalty: 2308.312256
	Iteration 18Q: 3 clusters Score -68359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68362.695312 Penalty: 2308.312256
	Iteration 19Q: 3 clusters Score -68362.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68365.085938 Penalty: 2308.312256
	Iteration 20F: 3 clusters Score -68365.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68368.820312 Penalty: 2308.312256
	Iteration 21Q: 3 clusters Score -68368.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68368.820312 Penalty: 2308.312256
	Iteration 22F: 3 clusters Score -68368.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -19897.687500 Penalty: 987.616882
	Iteration 0F: 2 clusters Score -19897.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -18902.843750 Penalty: 1975.233765
	Iteration 0F: 3 clusters Score -18902.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19029.376953 Penalty: 1975.233765
	Iteration 1F: 3 clusters Score -19029.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19063.189453 Penalty: 1975.233765
	Iteration 2Q: 3 clusters Score -19063.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19083.951172 Penalty: 1975.233765
	Iteration 3Q: 3 clusters Score -19083.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19091.052734 Penalty: 1975.233765
	Iteration 4Q: 3 clusters Score -19091.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19092.699219 Penalty: 1975.233765
	Iteration 5Q: 3 clusters Score -19092.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19093.542969 Penalty: 1975.233765
	Iteration 6Q: 3 clusters Score -19093.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19094.960938 Penalty: 1975.233765
	Iteration 7Q: 3 clusters Score -19094.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19096.193359 Penalty: 1975.233765
	Iteration 8Q: 3 clusters Score -19096.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19096.193359 Penalty: 1975.233765
	Iteration 9F: 3 clusters Score -19096.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Entering Unmasked Estep 
Score: -964866.125000 Penalty: 1580.606689
	Iteration 0F: 2 clusters Score -964866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -953321.875000 Penalty: 3161.213379
	Iteration 0F: 3 clusters Score -953321.9 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -957630.625000 Penalty: 3161.213379
	Iteration 1F: 3 clusters Score -957630.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -958163.500000 Penalty: 3161.213379
	Iteration 2F: 3 clusters Score -958163.5 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -958622.187500 Penalty: 3161.213379
	Iteration 3F: 3 clusters Score -958622.2 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -959045.250000 Penalty: 3161.213379
	Iteration 4F: 3 clusters Score -959045.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -959467.187500 Penalty: 3161.213379
	Iteration 5F: 3 clusters Score -959467.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -959900.312500 Penalty: 3161.213379
	Iteration 6Q: 3 clusters Score -959900.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -960413.750000 Penalty: 3161.213379
	Iteration 7Q: 3 clusters Score -960413.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -960955.625000 Penalty: 3161.213379
	Iteration 8F: 3 clusters Score -960955.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -961490.312500 Penalty: 3161.213379
	Iteration 9Q: 3 clusters Score -961490.3 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -962036.250000 Penalty: 3161.213379
	Iteration 10Q: 3 clusters Score -962036.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -962458.187500 Penalty: 3161.213379
	Iteration 11Q: 3 clusters Score -962458.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -962792.062500 Penalty: 3161.213379
	Iteration 12Q: 3 clusters Score -962792.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -963072.125000 Penalty: 3161.213379
	Iteration 13Q: 3 clusters Score -963072.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -963322.750000 Penalty: 3161.213379
	Iteration 14Q: 3 clusters Score -963322.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -963540.437500 Penalty: 3161.213379
	Iteration 15Q: 3 clusters Score -963540.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -963737.937500 Penalty: 3161.213379
	Iteration 16Q: 3 clusters Score -963737.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -963968.875000 Penalty: 3161.213379
	Iteration 17Q: 3 clusters Score -963968.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -964169.875000 Penalty: 3161.213379
	Iteration 18Q: 3 clusters Score -964169.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -964325.125000 Penalty: 3161.213379
	Iteration 19Q: 3 clusters Score -964325.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -964416.500000 Penalty: 3161.213379
	Iteration 20F: 3 clusters Score -964416.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -964466.250000 Penalty: 3161.213379
	Iteration 21Q: 3 clusters Score -964466.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -964499.687500 Penalty: 3161.213379
	Iteration 22Q: 3 clusters Score -964499.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -964520.062500 Penalty: 3161.213379
	Iteration 23Q: 3 clusters Score -964520.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -964536.625000 Penalty: 3161.213379
	Iteration 24Q: 3 clusters Score -964536.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -964548.062500 Penalty: 3161.213379
	Iteration 25Q: 3 clusters Score -964548.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -964561.750000 Penalty: 3161.213379
	Iteration 26Q: 3 clusters Score -964561.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -964575.500000 Penalty: 3161.213379
	Iteration 27Q: 3 clusters Score -964575.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -964585.625000 Penalty: 3161.213379
	Iteration 28Q: 3 clusters Score -964585.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -964597.812500 Penalty: 3161.213379
	Iteration 29Q: 3 clusters Score -964597.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -964606.750000 Penalty: 3161.213379
	Iteration 30Q: 3 clusters Score -964606.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -964613.437500 Penalty: 3161.213379
	Iteration 31Q: 3 clusters Score -964613.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -964618.312500 Penalty: 3161.213379
	Iteration 32Q: 3 clusters Score -964618.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -964620.000000 Penalty: 3161.213379
	Iteration 33Q: 3 clusters Score -964620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -964626.000000 Penalty: 3161.213379
	Iteration 34Q: 3 clusters Score -964626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -964631.125000 Penalty: 3161.213379
	Iteration 35Q: 3 clusters Score -964631.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -964634.000000 Penalty: 3161.213379
	Iteration 36Q: 3 clusters Score -964634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -964636.687500 Penalty: 3161.213379
	Iteration 37Q: 3 clusters Score -964636.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -964639.750000 Penalty: 3161.213379
	Iteration 38Q: 3 clusters Score -964639.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -964646.687500 Penalty: 3161.213379
	Iteration 39Q: 3 clusters Score -964646.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -964648.875000 Penalty: 3161.213379
	Iteration 40F: 3 clusters Score -964648.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -964647.750000 Penalty: 3161.213379
	Iteration 41Q: 3 clusters Score -964647.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -964652.812500 Penalty: 3161.213379
	Iteration 42Q: 3 clusters Score -964652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -964653.375000 Penalty: 3161.213379
	Iteration 43Q: 3 clusters Score -964653.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -964654.125000 Penalty: 3161.213379
	Iteration 44Q: 3 clusters Score -964654.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -964658.312500 Penalty: 3161.213379
	Iteration 45Q: 3 clusters Score -964658.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -964660.187500 Penalty: 3161.213379
	Iteration 46Q: 3 clusters Score -964660.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -964663.812500 Penalty: 3161.213379
	Iteration 47Q: 3 clusters Score -964663.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -964660.750000 Penalty: 3161.213379
	Iteration 48Q: 3 clusters Score -964660.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -964664.687500 Penalty: 3161.213379
	Iteration 49Q: 3 clusters Score -964664.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -964667.000000 Penalty: 3161.213379
	Iteration 50Q: 3 clusters Score -964667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -964672.437500 Penalty: 3161.213379
	Iteration 51Q: 3 clusters Score -964672.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -964670.187500 Penalty: 3161.213379
	Iteration 52Q: 3 clusters Score -964670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -964673.562500 Penalty: 3161.213379
	Iteration 53Q: 3 clusters Score -964673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -964676.187500 Penalty: 3161.213379
	Iteration 54Q: 3 clusters Score -964676.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -964680.562500 Penalty: 3161.213379
	Iteration 55Q: 3 clusters Score -964680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -964681.062500 Penalty: 3161.213379
	Iteration 56Q: 3 clusters Score -964681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -964680.250000 Penalty: 3161.213379
	Iteration 57Q: 3 clusters Score -964680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -964680.562500 Penalty: 3161.213379
	Iteration 58Q: 3 clusters Score -964680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -964680.375000 Penalty: 3161.213379
	Iteration 59Q: 3 clusters Score -964680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -964681.187500 Penalty: 3161.213379
	Iteration 60F: 3 clusters Score -964681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -964684.312500 Penalty: 3161.213379
	Iteration 61Q: 3 clusters Score -964684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -964685.562500 Penalty: 3161.213379
	Iteration 62Q: 3 clusters Score -964685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -964685.562500 Penalty: 3161.213379
	Iteration 63Q: 3 clusters Score -964685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -964683.312500 Penalty: 3161.213379
	Iteration 64Q: 3 clusters Score -964683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -964685.000000 Penalty: 3161.213379
	Iteration 65Q: 3 clusters Score -964685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -964682.812500 Penalty: 3161.213379
	Iteration 66Q: 3 clusters Score -964682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -964683.875000 Penalty: 3161.213379
	Iteration 67Q: 3 clusters Score -964683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -964683.875000 Penalty: 3161.213379
	Iteration 68F: 3 clusters Score -964683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Entering Unmasked Estep 
Score: -658060.687500 Penalty: 1516.684448
	Iteration 0F: 2 clusters Score -658060.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -650001.187500 Penalty: 3033.368896
	Iteration 0F: 3 clusters Score -650001.2 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -652629.812500 Penalty: 3033.368896
	Iteration 1F: 3 clusters Score -652629.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -652870.937500 Penalty: 3033.368896
	Iteration 2F: 3 clusters Score -652870.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -653081.437500 Penalty: 3033.368896
	Iteration 3Q: 3 clusters Score -653081.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -653281.937500 Penalty: 3033.368896
	Iteration 4Q: 3 clusters Score -653281.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -653478.875000 Penalty: 3033.368896
	Iteration 5Q: 3 clusters Score -653478.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -653692.187500 Penalty: 3033.368896
	Iteration 6Q: 3 clusters Score -653692.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -653950.750000 Penalty: 3033.368896
	Iteration 7Q: 3 clusters Score -653950.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -654237.187500 Penalty: 3033.368896
	Iteration 8Q: 3 clusters Score -654237.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -654543.937500 Penalty: 3033.368896
	Iteration 9F: 3 clusters Score -654543.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -654885.125000 Penalty: 3033.368896
	Iteration 10F: 3 clusters Score -654885.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -655220.687500 Penalty: 3033.368896
	Iteration 11F: 3 clusters Score -655220.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -655500.812500 Penalty: 3033.368896
	Iteration 12Q: 3 clusters Score -655500.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -655750.437500 Penalty: 3033.368896
	Iteration 13Q: 3 clusters Score -655750.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -655962.750000 Penalty: 3033.368896
	Iteration 14Q: 3 clusters Score -655962.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -656156.562500 Penalty: 3033.368896
	Iteration 15Q: 3 clusters Score -656156.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -656322.437500 Penalty: 3033.368896
	Iteration 16Q: 3 clusters Score -656322.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -656465.125000 Penalty: 3033.368896
	Iteration 17Q: 3 clusters Score -656465.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -656560.250000 Penalty: 3033.368896
	Iteration 18Q: 3 clusters Score -656560.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -656625.937500 Penalty: 3033.368896
	Iteration 19Q: 3 clusters Score -656625.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -656685.000000 Penalty: 3033.368896
	Iteration 20F: 3 clusters Score -656685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -656721.125000 Penalty: 3033.368896
	Iteration 21Q: 3 clusters Score -656721.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -656755.625000 Penalty: 3033.368896
	Iteration 22Q: 3 clusters Score -656755.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -656775.937500 Penalty: 3033.368896
	Iteration 23Q: 3 clusters Score -656775.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -656801.000000 Penalty: 3033.368896
	Iteration 24Q: 3 clusters Score -656801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -656816.437500 Penalty: 3033.368896
	Iteration 25Q: 3 clusters Score -656816.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -656835.250000 Penalty: 3033.368896
	Iteration 26Q: 3 clusters Score -656835.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -656846.125000 Penalty: 3033.368896
	Iteration 27Q: 3 clusters Score -656846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -656854.187500 Penalty: 3033.368896
	Iteration 28Q: 3 clusters Score -656854.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -656862.812500 Penalty: 3033.368896
	Iteration 29Q: 3 clusters Score -656862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -656867.500000 Penalty: 3033.368896
	Iteration 30Q: 3 clusters Score -656867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -656870.000000 Penalty: 3033.368896
	Iteration 31Q: 3 clusters Score -656870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -656874.437500 Penalty: 3033.368896
	Iteration 32Q: 3 clusters Score -656874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -656878.250000 Penalty: 3033.368896
	Iteration 33Q: 3 clusters Score -656878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -656880.437500 Penalty: 3033.368896
	Iteration 34Q: 3 clusters Score -656880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -656881.625000 Penalty: 3033.368896
	Iteration 35Q: 3 clusters Score -656881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -656882.875000 Penalty: 3033.368896
	Iteration 36Q: 3 clusters Score -656882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -656882.875000 Penalty: 3033.368896
	Iteration 37F: 3 clusters Score -656882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -707292.750000 Penalty: 1521.790161
	Iteration 0F: 2 clusters Score -707292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -699072.250000 Penalty: 3043.580322
	Iteration 0F: 3 clusters Score -699072.2 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -701805.125000 Penalty: 3043.580322
	Iteration 1F: 3 clusters Score -701805.1 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -702192.812500 Penalty: 3043.580322
	Iteration 2F: 3 clusters Score -702192.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -702708.187500 Penalty: 3043.580322
	Iteration 3F: 3 clusters Score -702708.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -703286.250000 Penalty: 3043.580322
	Iteration 4F: 3 clusters Score -703286.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -703857.875000 Penalty: 3043.580322
	Iteration 5F: 3 clusters Score -703857.9 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -704369.250000 Penalty: 3043.580322
	Iteration 6F: 3 clusters Score -704369.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -704787.937500 Penalty: 3043.580322
	Iteration 7F: 3 clusters Score -704787.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -705130.687500 Penalty: 3043.580322
	Iteration 8Q: 3 clusters Score -705130.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -705437.687500 Penalty: 3043.580322
	Iteration 9Q: 3 clusters Score -705437.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -705699.687500 Penalty: 3043.580322
	Iteration 10Q: 3 clusters Score -705699.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -705920.562500 Penalty: 3043.580322
	Iteration 11Q: 3 clusters Score -705920.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -706081.187500 Penalty: 3043.580322
	Iteration 12Q: 3 clusters Score -706081.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -706166.000000 Penalty: 3043.580322
	Iteration 13Q: 3 clusters Score -706166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -706205.937500 Penalty: 3043.580322
	Iteration 14Q: 3 clusters Score -706205.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -706226.500000 Penalty: 3043.580322
	Iteration 15Q: 3 clusters Score -706226.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -706243.375000 Penalty: 3043.580322
	Iteration 16Q: 3 clusters Score -706243.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -706250.250000 Penalty: 3043.580322
	Iteration 17Q: 3 clusters Score -706250.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -706255.812500 Penalty: 3043.580322
	Iteration 18Q: 3 clusters Score -706255.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -706258.187500 Penalty: 3043.580322
	Iteration 19Q: 3 clusters Score -706258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -706262.875000 Penalty: 3043.580322
	Iteration 20F: 3 clusters Score -706262.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -706265.250000 Penalty: 3043.580322
	Iteration 21Q: 3 clusters Score -706265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -706266.000000 Penalty: 3043.580322
	Iteration 22Q: 3 clusters Score -706266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -706271.500000 Penalty: 3043.580322
	Iteration 23Q: 3 clusters Score -706271.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -706275.937500 Penalty: 3043.580322
	Iteration 24Q: 3 clusters Score -706275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -706278.812500 Penalty: 3043.580322
	Iteration 25Q: 3 clusters Score -706278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -706281.437500 Penalty: 3043.580322
	Iteration 26Q: 3 clusters Score -706281.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -706282.375000 Penalty: 3043.580322
	Iteration 27Q: 3 clusters Score -706282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -706285.000000 Penalty: 3043.580322
	Iteration 28Q: 3 clusters Score -706285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -706286.625000 Penalty: 3043.580322
	Iteration 29Q: 3 clusters Score -706286.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -706288.500000 Penalty: 3043.580322
	Iteration 30Q: 3 clusters Score -706288.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -706288.937500 Penalty: 3043.580322
	Iteration 31Q: 3 clusters Score -706288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -706290.062500 Penalty: 3043.580322
	Iteration 32Q: 3 clusters Score -706290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -706290.375000 Penalty: 3043.580322
	Iteration 33Q: 3 clusters Score -706290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -706291.812500 Penalty: 3043.580322
	Iteration 34Q: 3 clusters Score -706291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -706292.187500 Penalty: 3043.580322
	Iteration 35Q: 3 clusters Score -706292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -706295.000000 Penalty: 3043.580322
	Iteration 36Q: 3 clusters Score -706295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -706296.062500 Penalty: 3043.580322
	Iteration 37Q: 3 clusters Score -706296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -706297.250000 Penalty: 3043.580322
	Iteration 38Q: 3 clusters Score -706297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -706298.062500 Penalty: 3043.580322
	Iteration 39Q: 3 clusters Score -706298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -706298.562500 Penalty: 3043.580322
	Iteration 40F: 3 clusters Score -706298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -706299.000000 Penalty: 3043.580322
	Iteration 41Q: 3 clusters Score -706299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -706298.125000 Penalty: 3043.580322
	Iteration 42Q: 3 clusters Score -706298.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -706298.125000 Penalty: 3043.580322
	Iteration 43F: 3 clusters Score -706298.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -76828.281250 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -76828.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -75175.468750 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -75175.47 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -75589.625000 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -75589.62 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75716.507812 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -75716.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -75789.539062 Penalty: 2353.909180
	Iteration 3Q: 3 clusters Score -75789.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75864.484375 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -75864.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -75950.515625 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -75950.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -76030.265625 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -76030.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -76102.171875 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -76102.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -76175.765625 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -76175.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76294.609375 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -76294.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76442.492188 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -76442.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -76561.125000 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -76561.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76641.671875 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -76641.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -76695.257812 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -76695.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -76728.210938 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -76728.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -76742.984375 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -76742.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -76752.742188 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -76752.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -76753.476562 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -76753.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -76755.257812 Penalty: 2353.909180
	Iteration 18Q: 3 clusters Score -76755.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -76756.492188 Penalty: 2353.909180
	Iteration 19Q: 3 clusters Score -76756.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -76756.492188 Penalty: 2353.909180
	Iteration 20F: 3 clusters Score -76756.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -149769.859375 Penalty: 1267.526489
	Iteration 0F: 2 clusters Score -149769.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -147369.937500 Penalty: 2535.052979
	Iteration 0F: 3 clusters Score -147369.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -147918.734375 Penalty: 2535.052979
	Iteration 1F: 3 clusters Score -147918.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -148046.781250 Penalty: 2535.052979
	Iteration 2F: 3 clusters Score -148046.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -148105.859375 Penalty: 2535.052979
	Iteration 3Q: 3 clusters Score -148105.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -148138.265625 Penalty: 2535.052979
	Iteration 4Q: 3 clusters Score -148138.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -148166.765625 Penalty: 2535.052979
	Iteration 5Q: 3 clusters Score -148166.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -148188.828125 Penalty: 2535.052979
	Iteration 6Q: 3 clusters Score -148188.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -148206.875000 Penalty: 2535.052979
	Iteration 7Q: 3 clusters Score -148206.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -148223.437500 Penalty: 2535.052979
	Iteration 8Q: 3 clusters Score -148223.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -148238.796875 Penalty: 2535.052979
	Iteration 9Q: 3 clusters Score -148238.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -148255.296875 Penalty: 2535.052979
	Iteration 10Q: 3 clusters Score -148255.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -148269.250000 Penalty: 2535.052979
	Iteration 11Q: 3 clusters Score -148269.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -148283.468750 Penalty: 2535.052979
	Iteration 12Q: 3 clusters Score -148283.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -148292.546875 Penalty: 2535.052979
	Iteration 13Q: 3 clusters Score -148292.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -148302.593750 Penalty: 2535.052979
	Iteration 14Q: 3 clusters Score -148302.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -148310.265625 Penalty: 2535.052979
	Iteration 15Q: 3 clusters Score -148310.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -148317.640625 Penalty: 2535.052979
	Iteration 16Q: 3 clusters Score -148317.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -148327.453125 Penalty: 2535.052979
	Iteration 17Q: 3 clusters Score -148327.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -148336.468750 Penalty: 2535.052979
	Iteration 18Q: 3 clusters Score -148336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -148346.093750 Penalty: 2535.052979
	Iteration 19Q: 3 clusters Score -148346.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -148357.609375 Penalty: 2535.052979
	Iteration 20F: 3 clusters Score -148357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -148368.390625 Penalty: 2535.052979
	Iteration 21Q: 3 clusters Score -148368.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -148384.468750 Penalty: 2535.052979
	Iteration 22Q: 3 clusters Score -148384.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -148396.343750 Penalty: 2535.052979
	Iteration 23Q: 3 clusters Score -148396.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -148404.546875 Penalty: 2535.052979
	Iteration 24Q: 3 clusters Score -148404.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -148412.734375 Penalty: 2535.052979
	Iteration 25Q: 3 clusters Score -148412.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -148423.171875 Penalty: 2535.052979
	Iteration 26Q: 3 clusters Score -148423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -148434.812500 Penalty: 2535.052979
	Iteration 27Q: 3 clusters Score -148434.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -148444.484375 Penalty: 2535.052979
	Iteration 28Q: 3 clusters Score -148444.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -148453.281250 Penalty: 2535.052979
	Iteration 29Q: 3 clusters Score -148453.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -148463.453125 Penalty: 2535.052979
	Iteration 30Q: 3 clusters Score -148463.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -148469.921875 Penalty: 2535.052979
	Iteration 31Q: 3 clusters Score -148469.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -148476.671875 Penalty: 2535.052979
	Iteration 32Q: 3 clusters Score -148476.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -148481.843750 Penalty: 2535.052979
	Iteration 33Q: 3 clusters Score -148481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -148489.671875 Penalty: 2535.052979
	Iteration 34Q: 3 clusters Score -148489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -148496.406250 Penalty: 2535.052979
	Iteration 35Q: 3 clusters Score -148496.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -148503.546875 Penalty: 2535.052979
	Iteration 36Q: 3 clusters Score -148503.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -148510.984375 Penalty: 2535.052979
	Iteration 37Q: 3 clusters Score -148511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -148520.781250 Penalty: 2535.052979
	Iteration 38Q: 3 clusters Score -148520.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -148530.453125 Penalty: 2535.052979
	Iteration 39Q: 3 clusters Score -148530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -148537.343750 Penalty: 2535.052979
	Iteration 40F: 3 clusters Score -148537.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -148546.562500 Penalty: 2535.052979
	Iteration 41Q: 3 clusters Score -148546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -148554.343750 Penalty: 2535.052979
	Iteration 42Q: 3 clusters Score -148554.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -148559.031250 Penalty: 2535.052979
	Iteration 43Q: 3 clusters Score -148559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -148564.515625 Penalty: 2535.052979
	Iteration 44Q: 3 clusters Score -148564.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -148571.343750 Penalty: 2535.052979
	Iteration 45Q: 3 clusters Score -148571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -148575.703125 Penalty: 2535.052979
	Iteration 46Q: 3 clusters Score -148575.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -148579.812500 Penalty: 2535.052979
	Iteration 47Q: 3 clusters Score -148579.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -148584.671875 Penalty: 2535.052979
	Iteration 48Q: 3 clusters Score -148584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -148587.671875 Penalty: 2535.052979
	Iteration 49Q: 3 clusters Score -148587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -148593.531250 Penalty: 2535.052979
	Iteration 50Q: 3 clusters Score -148593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -148597.187500 Penalty: 2535.052979
	Iteration 51Q: 3 clusters Score -148597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -148602.937500 Penalty: 2535.052979
	Iteration 52Q: 3 clusters Score -148602.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -148607.218750 Penalty: 2535.052979
	Iteration 53Q: 3 clusters Score -148607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -148608.390625 Penalty: 2535.052979
	Iteration 54Q: 3 clusters Score -148608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -148608.656250 Penalty: 2535.052979
	Iteration 55Q: 3 clusters Score -148608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -148608.656250 Penalty: 2535.052979
	Iteration 56F: 3 clusters Score -148608.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -157951.859375 Penalty: 1285.053223
	Iteration 0F: 2 clusters Score -157951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -155418.296875 Penalty: 2570.106445
	Iteration 0F: 3 clusters Score -155418.3 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -156017.109375 Penalty: 2570.106445
	Iteration 1F: 3 clusters Score -156017.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -156160.781250 Penalty: 2570.106445
	Iteration 2F: 3 clusters Score -156160.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -156239.468750 Penalty: 2570.106445
	Iteration 3Q: 3 clusters Score -156239.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -156304.250000 Penalty: 2570.106445
	Iteration 4Q: 3 clusters Score -156304.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -156371.593750 Penalty: 2570.106445
	Iteration 5Q: 3 clusters Score -156371.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -156445.984375 Penalty: 2570.106445
	Iteration 6Q: 3 clusters Score -156446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -156501.875000 Penalty: 2570.106445
	Iteration 7Q: 3 clusters Score -156501.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -156553.390625 Penalty: 2570.106445
	Iteration 8Q: 3 clusters Score -156553.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -156592.109375 Penalty: 2570.106445
	Iteration 9Q: 3 clusters Score -156592.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -156624.312500 Penalty: 2570.106445
	Iteration 10Q: 3 clusters Score -156624.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -156652.812500 Penalty: 2570.106445
	Iteration 11Q: 3 clusters Score -156652.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -156672.609375 Penalty: 2570.106445
	Iteration 12Q: 3 clusters Score -156672.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -156694.703125 Penalty: 2570.106445
	Iteration 13Q: 3 clusters Score -156694.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -156713.703125 Penalty: 2570.106445
	Iteration 14Q: 3 clusters Score -156713.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -156741.187500 Penalty: 2570.106445
	Iteration 15Q: 3 clusters Score -156741.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -156771.125000 Penalty: 2570.106445
	Iteration 16Q: 3 clusters Score -156771.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -156798.734375 Penalty: 2570.106445
	Iteration 17Q: 3 clusters Score -156798.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -156830.031250 Penalty: 2570.106445
	Iteration 18Q: 3 clusters Score -156830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -156886.078125 Penalty: 2570.106445
	Iteration 19Q: 3 clusters Score -156886.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -156962.812500 Penalty: 2570.106445
	Iteration 20F: 3 clusters Score -156962.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -157056.937500 Penalty: 2570.106445
	Iteration 21Q: 3 clusters Score -157056.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -157147.187500 Penalty: 2570.106445
	Iteration 22Q: 3 clusters Score -157147.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -157218.328125 Penalty: 2570.106445
	Iteration 23Q: 3 clusters Score -157218.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -157255.187500 Penalty: 2570.106445
	Iteration 24Q: 3 clusters Score -157255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -157280.750000 Penalty: 2570.106445
	Iteration 25Q: 3 clusters Score -157280.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -157292.406250 Penalty: 2570.106445
	Iteration 26Q: 3 clusters Score -157292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -157298.031250 Penalty: 2570.106445
	Iteration 27Q: 3 clusters Score -157298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -157299.218750 Penalty: 2570.106445
	Iteration 28Q: 3 clusters Score -157299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -157299.890625 Penalty: 2570.106445
	Iteration 29Q: 3 clusters Score -157299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -157300.093750 Penalty: 2570.106445
	Iteration 30Q: 3 clusters Score -157300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -157300.093750 Penalty: 2570.106445
	Iteration 31F: 3 clusters Score -157300.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -571827.437500 Penalty: 1489.741821
	Iteration 0F: 2 clusters Score -571827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -564937.812500 Penalty: 2979.483643
	Iteration 0F: 3 clusters Score -564937.8 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -567137.750000 Penalty: 2979.483643
	Iteration 1F: 3 clusters Score -567137.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -567419.937500 Penalty: 2979.483643
	Iteration 2F: 3 clusters Score -567419.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -567677.812500 Penalty: 2979.483643
	Iteration 3F: 3 clusters Score -567677.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -567937.125000 Penalty: 2979.483643
	Iteration 4Q: 3 clusters Score -567937.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -568215.687500 Penalty: 2979.483643
	Iteration 5F: 3 clusters Score -568215.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -568494.312500 Penalty: 2979.483643
	Iteration 6F: 3 clusters Score -568494.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -568803.375000 Penalty: 2979.483643
	Iteration 7Q: 3 clusters Score -568803.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -569127.687500 Penalty: 2979.483643
	Iteration 8Q: 3 clusters Score -569127.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -569434.187500 Penalty: 2979.483643
	Iteration 9Q: 3 clusters Score -569434.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -569688.125000 Penalty: 2979.483643
	Iteration 10Q: 3 clusters Score -569688.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -569876.750000 Penalty: 2979.483643
	Iteration 11Q: 3 clusters Score -569876.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -570018.375000 Penalty: 2979.483643
	Iteration 12Q: 3 clusters Score -570018.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -570142.937500 Penalty: 2979.483643
	Iteration 13Q: 3 clusters Score -570142.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -570229.187500 Penalty: 2979.483643
	Iteration 14Q: 3 clusters Score -570229.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -570297.062500 Penalty: 2979.483643
	Iteration 15Q: 3 clusters Score -570297.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -570364.125000 Penalty: 2979.483643
	Iteration 16Q: 3 clusters Score -570364.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -570443.312500 Penalty: 2979.483643
	Iteration 17Q: 3 clusters Score -570443.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -570518.187500 Penalty: 2979.483643
	Iteration 18Q: 3 clusters Score -570518.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -570593.000000 Penalty: 2979.483643
	Iteration 19Q: 3 clusters Score -570593 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -570671.625000 Penalty: 2979.483643
	Iteration 20F: 3 clusters Score -570671.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -570749.500000 Penalty: 2979.483643
	Iteration 21Q: 3 clusters Score -570749.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -570810.250000 Penalty: 2979.483643
	Iteration 22Q: 3 clusters Score -570810.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -570865.000000 Penalty: 2979.483643
	Iteration 23Q: 3 clusters Score -570865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -570911.625000 Penalty: 2979.483643
	Iteration 24Q: 3 clusters Score -570911.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -570950.437500 Penalty: 2979.483643
	Iteration 25Q: 3 clusters Score -570950.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -570976.687500 Penalty: 2979.483643
	Iteration 26Q: 3 clusters Score -570976.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -570999.875000 Penalty: 2979.483643
	Iteration 27Q: 3 clusters Score -570999.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -571019.125000 Penalty: 2979.483643
	Iteration 28Q: 3 clusters Score -571019.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -571033.500000 Penalty: 2979.483643
	Iteration 29Q: 3 clusters Score -571033.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -571047.000000 Penalty: 2979.483643
	Iteration 30Q: 3 clusters Score -571047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -571058.562500 Penalty: 2979.483643
	Iteration 31Q: 3 clusters Score -571058.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -571069.750000 Penalty: 2979.483643
	Iteration 32Q: 3 clusters Score -571069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -571078.250000 Penalty: 2979.483643
	Iteration 33Q: 3 clusters Score -571078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -571087.250000 Penalty: 2979.483643
	Iteration 34Q: 3 clusters Score -571087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -571091.375000 Penalty: 2979.483643
	Iteration 35Q: 3 clusters Score -571091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -571093.625000 Penalty: 2979.483643
	Iteration 36Q: 3 clusters Score -571093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -571093.937500 Penalty: 2979.483643
	Iteration 37Q: 3 clusters Score -571093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -571095.750000 Penalty: 2979.483643
	Iteration 38Q: 3 clusters Score -571095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -571096.500000 Penalty: 2979.483643
	Iteration 39Q: 3 clusters Score -571096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -571097.812500 Penalty: 2979.483643
	Iteration 40F: 3 clusters Score -571097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -571096.812500 Penalty: 2979.483643
	Iteration 41Q: 3 clusters Score -571096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -571099.187500 Penalty: 2979.483643
	Iteration 42Q: 3 clusters Score -571099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -571100.875000 Penalty: 2979.483643
	Iteration 43Q: 3 clusters Score -571100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -571100.875000 Penalty: 2979.483643
	Iteration 44Q: 3 clusters Score -571100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -571101.250000 Penalty: 2979.483643
	Iteration 45Q: 3 clusters Score -571101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -571103.187500 Penalty: 2979.483643
	Iteration 46Q: 3 clusters Score -571103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -571103.187500 Penalty: 2979.483643
	Iteration 47F: 3 clusters Score -571103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -112013.171875 Penalty: 1237.566040
	Iteration 0F: 2 clusters Score -112013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -109915.804688 Penalty: 2475.132080
	Iteration 0F: 3 clusters Score -109915.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -110368.812500 Penalty: 2475.132080
	Iteration 1F: 3 clusters Score -110368.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -110513.906250 Penalty: 2475.132080
	Iteration 2F: 3 clusters Score -110513.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -110603.476562 Penalty: 2475.132080
	Iteration 3F: 3 clusters Score -110603.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -110660.250000 Penalty: 2475.132080
	Iteration 4Q: 3 clusters Score -110660.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -110702.914062 Penalty: 2475.132080
	Iteration 5Q: 3 clusters Score -110702.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -110734.765625 Penalty: 2475.132080
	Iteration 6Q: 3 clusters Score -110734.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -110762.203125 Penalty: 2475.132080
	Iteration 7Q: 3 clusters Score -110762.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -110790.773438 Penalty: 2475.132080
	Iteration 8Q: 3 clusters Score -110790.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -110819.765625 Penalty: 2475.132080
	Iteration 9Q: 3 clusters Score -110819.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -110849.281250 Penalty: 2475.132080
	Iteration 10Q: 3 clusters Score -110849.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -110872.492188 Penalty: 2475.132080
	Iteration 11Q: 3 clusters Score -110872.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -110884.281250 Penalty: 2475.132080
	Iteration 12Q: 3 clusters Score -110884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -110895.117188 Penalty: 2475.132080
	Iteration 13Q: 3 clusters Score -110895.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -110910.351562 Penalty: 2475.132080
	Iteration 14Q: 3 clusters Score -110910.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -110929.960938 Penalty: 2475.132080
	Iteration 15Q: 3 clusters Score -110930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -110942.351562 Penalty: 2475.132080
	Iteration 16Q: 3 clusters Score -110942.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -110948.734375 Penalty: 2475.132080
	Iteration 17Q: 3 clusters Score -110948.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -110954.476562 Penalty: 2475.132080
	Iteration 18Q: 3 clusters Score -110954.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -110958.062500 Penalty: 2475.132080
	Iteration 19Q: 3 clusters Score -110958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -110959.804688 Penalty: 2475.132080
	Iteration 20F: 3 clusters Score -110959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110961.796875 Penalty: 2475.132080
	Iteration 21Q: 3 clusters Score -110961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -110963.250000 Penalty: 2475.132080
	Iteration 22Q: 3 clusters Score -110963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110964.750000 Penalty: 2475.132080
	Iteration 23Q: 3 clusters Score -110964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110965.343750 Penalty: 2475.132080
	Iteration 24Q: 3 clusters Score -110965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110965.343750 Penalty: 2475.132080
	Iteration 25F: 3 clusters Score -110965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -147195.375000 Penalty: 1278.404663
	Iteration 0F: 2 clusters Score -147195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -144704.156250 Penalty: 2556.809326
	Iteration 0F: 3 clusters Score -144704.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -145293.500000 Penalty: 2556.809326
	Iteration 1F: 3 clusters Score -145293.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -145406.937500 Penalty: 2556.809326
	Iteration 2F: 3 clusters Score -145406.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -145481.187500 Penalty: 2556.809326
	Iteration 3Q: 3 clusters Score -145481.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -145532.953125 Penalty: 2556.809326
	Iteration 4Q: 3 clusters Score -145533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -145571.203125 Penalty: 2556.809326
	Iteration 5Q: 3 clusters Score -145571.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -145602.484375 Penalty: 2556.809326
	Iteration 6Q: 3 clusters Score -145602.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -145637.218750 Penalty: 2556.809326
	Iteration 7Q: 3 clusters Score -145637.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -145673.843750 Penalty: 2556.809326
	Iteration 8Q: 3 clusters Score -145673.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -145704.625000 Penalty: 2556.809326
	Iteration 9Q: 3 clusters Score -145704.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -145731.343750 Penalty: 2556.809326
	Iteration 10Q: 3 clusters Score -145731.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -145758.953125 Penalty: 2556.809326
	Iteration 11Q: 3 clusters Score -145759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -145779.875000 Penalty: 2556.809326
	Iteration 12Q: 3 clusters Score -145779.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -145796.109375 Penalty: 2556.809326
	Iteration 13Q: 3 clusters Score -145796.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -145809.234375 Penalty: 2556.809326
	Iteration 14Q: 3 clusters Score -145809.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -145825.843750 Penalty: 2556.809326
	Iteration 15Q: 3 clusters Score -145825.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -145850.359375 Penalty: 2556.809326
	Iteration 16Q: 3 clusters Score -145850.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -145879.968750 Penalty: 2556.809326
	Iteration 17Q: 3 clusters Score -145880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -145909.187500 Penalty: 2556.809326
	Iteration 18Q: 3 clusters Score -145909.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -145945.296875 Penalty: 2556.809326
	Iteration 19Q: 3 clusters Score -145945.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -145980.390625 Penalty: 2556.809326
	Iteration 20F: 3 clusters Score -145980.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -146003.328125 Penalty: 2556.809326
	Iteration 21Q: 3 clusters Score -146003.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -146024.531250 Penalty: 2556.809326
	Iteration 22Q: 3 clusters Score -146024.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -146043.750000 Penalty: 2556.809326
	Iteration 23Q: 3 clusters Score -146043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146058.781250 Penalty: 2556.809326
	Iteration 24Q: 3 clusters Score -146058.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146073.312500 Penalty: 2556.809326
	Iteration 25Q: 3 clusters Score -146073.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -146082.578125 Penalty: 2556.809326
	Iteration 26Q: 3 clusters Score -146082.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146090.203125 Penalty: 2556.809326
	Iteration 27Q: 3 clusters Score -146090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -146095.984375 Penalty: 2556.809326
	Iteration 28Q: 3 clusters Score -146096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146099.734375 Penalty: 2556.809326
	Iteration 29Q: 3 clusters Score -146099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146102.531250 Penalty: 2556.809326
	Iteration 30Q: 3 clusters Score -146102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146106.156250 Penalty: 2556.809326
	Iteration 31Q: 3 clusters Score -146106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -146108.328125 Penalty: 2556.809326
	Iteration 32Q: 3 clusters Score -146108.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146112.843750 Penalty: 2556.809326
	Iteration 33Q: 3 clusters Score -146112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -146117.171875 Penalty: 2556.809326
	Iteration 34Q: 3 clusters Score -146117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146119.765625 Penalty: 2556.809326
	Iteration 35Q: 3 clusters Score -146119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146121.187500 Penalty: 2556.809326
	Iteration 36Q: 3 clusters Score -146121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146122.406250 Penalty: 2556.809326
	Iteration 37Q: 3 clusters Score -146122.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146123.531250 Penalty: 2556.809326
	Iteration 38Q: 3 clusters Score -146123.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -146123.531250 Penalty: 2556.809326
	Iteration 39F: 3 clusters Score -146123.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -76719.398438 Penalty: 1174.259033
	Iteration 0F: 2 clusters Score -76719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -75051.437500 Penalty: 2348.518066
	Iteration 0F: 3 clusters Score -75051.44 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -75377.726562 Penalty: 2348.518066
	Iteration 1F: 3 clusters Score -75377.73 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -75475.531250 Penalty: 2348.518066
	Iteration 2F: 3 clusters Score -75475.53 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -75542.960938 Penalty: 2348.518066
	Iteration 3Q: 3 clusters Score -75542.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -75599.101562 Penalty: 2348.518066
	Iteration 4Q: 3 clusters Score -75599.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75654.453125 Penalty: 2348.518066
	Iteration 5Q: 3 clusters Score -75654.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -75717.914062 Penalty: 2348.518066
	Iteration 6Q: 3 clusters Score -75717.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -75760.476562 Penalty: 2348.518066
	Iteration 7Q: 3 clusters Score -75760.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -75795.117188 Penalty: 2348.518066
	Iteration 8Q: 3 clusters Score -75795.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -75824.296875 Penalty: 2348.518066
	Iteration 9Q: 3 clusters Score -75824.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -75849.007812 Penalty: 2348.518066
	Iteration 10Q: 3 clusters Score -75849.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -75868.007812 Penalty: 2348.518066
	Iteration 11Q: 3 clusters Score -75868.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -75886.070312 Penalty: 2348.518066
	Iteration 12Q: 3 clusters Score -75886.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -75894.804688 Penalty: 2348.518066
	Iteration 13Q: 3 clusters Score -75894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -75899.820312 Penalty: 2348.518066
	Iteration 14Q: 3 clusters Score -75899.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -75905.453125 Penalty: 2348.518066
	Iteration 15Q: 3 clusters Score -75905.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -75911.460938 Penalty: 2348.518066
	Iteration 16Q: 3 clusters Score -75911.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -75915.945312 Penalty: 2348.518066
	Iteration 17Q: 3 clusters Score -75915.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -75917.343750 Penalty: 2348.518066
	Iteration 18Q: 3 clusters Score -75917.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -75917.890625 Penalty: 2348.518066
	Iteration 19Q: 3 clusters Score -75917.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -75919.000000 Penalty: 2348.518066
	Iteration 20F: 3 clusters Score -75919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -75924.929688 Penalty: 2348.518066
	Iteration 21Q: 3 clusters Score -75924.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -75933.765625 Penalty: 2348.518066
	Iteration 22Q: 3 clusters Score -75933.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -75941.226562 Penalty: 2348.518066
	Iteration 23Q: 3 clusters Score -75941.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -75945.296875 Penalty: 2348.518066
	Iteration 24Q: 3 clusters Score -75945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -75945.648438 Penalty: 2348.518066
	Iteration 25Q: 3 clusters Score -75945.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -75947.320312 Penalty: 2348.518066
	Iteration 26Q: 3 clusters Score -75947.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -75948.265625 Penalty: 2348.518066
	Iteration 27Q: 3 clusters Score -75948.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -75948.679688 Penalty: 2348.518066
	Iteration 28Q: 3 clusters Score -75948.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -75948.929688 Penalty: 2348.518066
	Iteration 29Q: 3 clusters Score -75948.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -75948.929688 Penalty: 2348.518066
	Iteration 30F: 3 clusters Score -75948.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -195882.812500 Penalty: 1352.980347
	Iteration 0F: 2 clusters Score -195882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -192438.968750 Penalty: 2705.960693
	Iteration 0F: 3 clusters Score -192439 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -193447.328125 Penalty: 2705.960693
	Iteration 1F: 3 clusters Score -193447.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -193714.781250 Penalty: 2705.960693
	Iteration 2F: 3 clusters Score -193714.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -193917.015625 Penalty: 2705.960693
	Iteration 3F: 3 clusters Score -193917 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -194042.531250 Penalty: 2705.960693
	Iteration 4F: 3 clusters Score -194042.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -194133.656250 Penalty: 2705.960693
	Iteration 5Q: 3 clusters Score -194133.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -194201.890625 Penalty: 2705.960693
	Iteration 6Q: 3 clusters Score -194201.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -194253.000000 Penalty: 2705.960693
	Iteration 7Q: 3 clusters Score -194253 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -194300.500000 Penalty: 2705.960693
	Iteration 8Q: 3 clusters Score -194300.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -194341.359375 Penalty: 2705.960693
	Iteration 9Q: 3 clusters Score -194341.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -194387.359375 Penalty: 2705.960693
	Iteration 10Q: 3 clusters Score -194387.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -194442.062500 Penalty: 2705.960693
	Iteration 11Q: 3 clusters Score -194442.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -194481.390625 Penalty: 2705.960693
	Iteration 12Q: 3 clusters Score -194481.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -194507.906250 Penalty: 2705.960693
	Iteration 13Q: 3 clusters Score -194507.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -194527.421875 Penalty: 2705.960693
	Iteration 14Q: 3 clusters Score -194527.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -194549.171875 Penalty: 2705.960693
	Iteration 15Q: 3 clusters Score -194549.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -194566.375000 Penalty: 2705.960693
	Iteration 16Q: 3 clusters Score -194566.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -194587.562500 Penalty: 2705.960693
	Iteration 17Q: 3 clusters Score -194587.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -194615.328125 Penalty: 2705.960693
	Iteration 18Q: 3 clusters Score -194615.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -194636.828125 Penalty: 2705.960693
	Iteration 19Q: 3 clusters Score -194636.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -194658.968750 Penalty: 2705.960693
	Iteration 20F: 3 clusters Score -194659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -194684.078125 Penalty: 2705.960693
	Iteration 21Q: 3 clusters Score -194684.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -194703.546875 Penalty: 2705.960693
	Iteration 22Q: 3 clusters Score -194703.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -194717.546875 Penalty: 2705.960693
	Iteration 23Q: 3 clusters Score -194717.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -194726.796875 Penalty: 2705.960693
	Iteration 24Q: 3 clusters Score -194726.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -194731.109375 Penalty: 2705.960693
	Iteration 25Q: 3 clusters Score -194731.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -194733.890625 Penalty: 2705.960693
	Iteration 26Q: 3 clusters Score -194733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -194737.250000 Penalty: 2705.960693
	Iteration 27Q: 3 clusters Score -194737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -194742.156250 Penalty: 2705.960693
	Iteration 28Q: 3 clusters Score -194742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -194750.203125 Penalty: 2705.960693
	Iteration 29Q: 3 clusters Score -194750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -194755.109375 Penalty: 2705.960693
	Iteration 30Q: 3 clusters Score -194755.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -194759.562500 Penalty: 2705.960693
	Iteration 31Q: 3 clusters Score -194759.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -194766.000000 Penalty: 2705.960693
	Iteration 32Q: 3 clusters Score -194766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -194773.718750 Penalty: 2705.960693
	Iteration 33Q: 3 clusters Score -194773.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194781.625000 Penalty: 2705.960693
	Iteration 34Q: 3 clusters Score -194781.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -194790.812500 Penalty: 2705.960693
	Iteration 35Q: 3 clusters Score -194790.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -194796.859375 Penalty: 2705.960693
	Iteration 36Q: 3 clusters Score -194796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -194801.546875 Penalty: 2705.960693
	Iteration 37Q: 3 clusters Score -194801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -194808.234375 Penalty: 2705.960693
	Iteration 38Q: 3 clusters Score -194808.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -194814.828125 Penalty: 2705.960693
	Iteration 39Q: 3 clusters Score -194814.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -194820.046875 Penalty: 2705.960693
	Iteration 40F: 3 clusters Score -194820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -194827.437500 Penalty: 2705.960693
	Iteration 41Q: 3 clusters Score -194827.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -194835.343750 Penalty: 2705.960693
	Iteration 42Q: 3 clusters Score -194835.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -194841.812500 Penalty: 2705.960693
	Iteration 43Q: 3 clusters Score -194841.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -194846.625000 Penalty: 2705.960693
	Iteration 44Q: 3 clusters Score -194846.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -194849.734375 Penalty: 2705.960693
	Iteration 45Q: 3 clusters Score -194849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -194853.578125 Penalty: 2705.960693
	Iteration 46Q: 3 clusters Score -194853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -194855.171875 Penalty: 2705.960693
	Iteration 47Q: 3 clusters Score -194855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -194857.718750 Penalty: 2705.960693
	Iteration 48Q: 3 clusters Score -194857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -194858.171875 Penalty: 2705.960693
	Iteration 49Q: 3 clusters Score -194858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -194859.296875 Penalty: 2705.960693
	Iteration 50Q: 3 clusters Score -194859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -194859.265625 Penalty: 2705.960693
	Iteration 51Q: 3 clusters Score -194859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -194860.265625 Penalty: 2705.960693
	Iteration 52Q: 3 clusters Score -194860.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -194860.734375 Penalty: 2705.960693
	Iteration 53Q: 3 clusters Score -194860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -194861.625000 Penalty: 2705.960693
	Iteration 54Q: 3 clusters Score -194861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -194862.421875 Penalty: 2705.960693
	Iteration 55Q: 3 clusters Score -194862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -194863.140625 Penalty: 2705.960693
	Iteration 56Q: 3 clusters Score -194863.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -194863.140625 Penalty: 2705.960693
	Iteration 57F: 3 clusters Score -194863.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Entering Unmasked Estep 
Score: -1576742.750000 Penalty: 1655.266846
	Iteration 0F: 2 clusters Score -1576743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1558872.875000 Penalty: 3310.533691
	Iteration 0F: 3 clusters Score -1558873 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1565675.500000 Penalty: 3310.533691
	Iteration 1F: 3 clusters Score -1565676 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1566125.250000 Penalty: 3310.533691
	Iteration 2Q: 3 clusters Score -1566125 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1566609.125000 Penalty: 3310.533691
	Iteration 3Q: 3 clusters Score -1566609 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1567275.750000 Penalty: 3310.533691
	Iteration 4F: 3 clusters Score -1567276 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1568239.875000 Penalty: 3310.533691
	Iteration 5F: 3 clusters Score -1568240 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1569541.125000 Penalty: 3310.533691
	Iteration 6F: 3 clusters Score -1569541 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1571056.875000 Penalty: 3310.533691
	Iteration 7F: 3 clusters Score -1571057 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -1572504.375000 Penalty: 3310.533691
	Iteration 8F: 3 clusters Score -1572504 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -1573624.250000 Penalty: 3310.533691
	Iteration 9Q: 3 clusters Score -1573624 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1574330.875000 Penalty: 3310.533691
	Iteration 10Q: 3 clusters Score -1574331 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -1574705.750000 Penalty: 3310.533691
	Iteration 11Q: 3 clusters Score -1574706 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -1574922.875000 Penalty: 3310.533691
	Iteration 12Q: 3 clusters Score -1574923 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1575053.500000 Penalty: 3310.533691
	Iteration 13Q: 3 clusters Score -1575054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -1575133.750000 Penalty: 3310.533691
	Iteration 14Q: 3 clusters Score -1575134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -1575176.750000 Penalty: 3310.533691
	Iteration 15Q: 3 clusters Score -1575177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -1575219.000000 Penalty: 3310.533691
	Iteration 16Q: 3 clusters Score -1575219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -1575247.875000 Penalty: 3310.533691
	Iteration 17Q: 3 clusters Score -1575248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -1575268.875000 Penalty: 3310.533691
	Iteration 18Q: 3 clusters Score -1575269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -1575285.875000 Penalty: 3310.533691
	Iteration 19Q: 3 clusters Score -1575286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -1575300.625000 Penalty: 3310.533691
	Iteration 20F: 3 clusters Score -1575301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -1575309.500000 Penalty: 3310.533691
	Iteration 21Q: 3 clusters Score -1575310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -1575313.000000 Penalty: 3310.533691
	Iteration 22Q: 3 clusters Score -1575313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1575317.625000 Penalty: 3310.533691
	Iteration 23Q: 3 clusters Score -1575318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -1575320.625000 Penalty: 3310.533691
	Iteration 24Q: 3 clusters Score -1575321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -1575329.125000 Penalty: 3310.533691
	Iteration 25Q: 3 clusters Score -1575329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -1575332.625000 Penalty: 3310.533691
	Iteration 26Q: 3 clusters Score -1575333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -1575334.750000 Penalty: 3310.533691
	Iteration 27Q: 3 clusters Score -1575335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -1575335.500000 Penalty: 3310.533691
	Iteration 28Q: 3 clusters Score -1575336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -1575335.625000 Penalty: 3310.533691
	Iteration 29Q: 3 clusters Score -1575336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -1575335.625000 Penalty: 3310.533691
	Iteration 30F: 3 clusters Score -1575336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -30973.623047 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -30973.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29798.718750 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -29798.72 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -30060.830078 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -30060.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -30166.152344 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -30166.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30239.367188 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -30239.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -30302.613281 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -30302.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30360.351562 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -30360.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30429.236328 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -30429.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30523.662109 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -30523.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -30610.656250 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -30610.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30691.925781 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -30691.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30753.156250 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -30753.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -30802.152344 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -30802.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30813.941406 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -30813.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -30822.636719 Penalty: 2102.001953
	Iteration 13Q: 3 clusters Score -30822.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -30831.091797 Penalty: 2102.001953
	Iteration 14Q: 3 clusters Score -30831.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -30835.228516 Penalty: 2102.001953
	Iteration 15Q: 3 clusters Score -30835.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30839.062500 Penalty: 2102.001953
	Iteration 16Q: 3 clusters Score -30839.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30842.734375 Penalty: 2102.001953
	Iteration 17Q: 3 clusters Score -30842.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30846.871094 Penalty: 2102.001953
	Iteration 18Q: 3 clusters Score -30846.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -30858.439453 Penalty: 2102.001953
	Iteration 19F: 3 clusters Score -30858.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -30866.988281 Penalty: 2102.001953
	Iteration 20F: 3 clusters Score -30866.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -30878.402344 Penalty: 2102.001953
	Iteration 21Q: 3 clusters Score -30878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -30882.089844 Penalty: 2102.001953
	Iteration 22Q: 3 clusters Score -30882.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -30888.695312 Penalty: 2102.001953
	Iteration 23Q: 3 clusters Score -30888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -30890.029297 Penalty: 2102.001953
	Iteration 24Q: 3 clusters Score -30890.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30892.025391 Penalty: 2102.001953
	Iteration 25Q: 3 clusters Score -30892.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30896.613281 Penalty: 2102.001953
	Iteration 26Q: 3 clusters Score -30896.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -30899.849609 Penalty: 2102.001953
	Iteration 27Q: 3 clusters Score -30899.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30904.408203 Penalty: 2102.001953
	Iteration 28Q: 3 clusters Score -30904.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -30907.560547 Penalty: 2102.001953
	Iteration 29Q: 3 clusters Score -30907.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -30908.847656 Penalty: 2102.001953
	Iteration 30Q: 3 clusters Score -30908.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30909.681641 Penalty: 2102.001953
	Iteration 31Q: 3 clusters Score -30909.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -30909.681641 Penalty: 2102.001953
	Iteration 32F: 3 clusters Score -30909.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -161280.265625 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -161280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -158644.187500 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -158644.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -159217.218750 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -159217.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -159361.046875 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -159361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -159462.078125 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -159462.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -159533.781250 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -159533.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -159592.906250 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -159592.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -159641.031250 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -159641 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -159686.156250 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -159686.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -159728.187500 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -159728.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -159778.531250 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -159778.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -159823.765625 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -159823.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -159849.375000 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -159849.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -159871.250000 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -159871.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -159888.656250 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -159888.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -159900.468750 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -159900.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -159914.156250 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -159914.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -159920.281250 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -159920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -159923.906250 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -159923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -159927.296875 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -159927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -159929.593750 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -159929.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -159932.359375 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -159932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -159933.703125 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -159933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -159934.328125 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -159934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -159934.328125 Penalty: 2582.420654
	Iteration 23F: 3 clusters Score -159934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -61882.507812 Penalty: 1146.768433
	Iteration 0F: 2 clusters Score -61882.51 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 563 members 
Entering Unmasked Estep 
Score: -60315.773438 Penalty: 2293.536865
	Iteration 0F: 3 clusters Score -60315.77 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -60645.667969 Penalty: 2293.536865
	Iteration 1F: 3 clusters Score -60645.67 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60741.691406 Penalty: 2293.536865
	Iteration 2F: 3 clusters Score -60741.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60790.089844 Penalty: 2293.536865
	Iteration 3Q: 3 clusters Score -60790.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60822.875000 Penalty: 2293.536865
	Iteration 4Q: 3 clusters Score -60822.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -60845.937500 Penalty: 2293.536865
	Iteration 5Q: 3 clusters Score -60845.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60872.800781 Penalty: 2293.536865
	Iteration 6Q: 3 clusters Score -60872.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60900.539062 Penalty: 2293.536865
	Iteration 7Q: 3 clusters Score -60900.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60925.628906 Penalty: 2293.536865
	Iteration 8Q: 3 clusters Score -60925.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -60946.152344 Penalty: 2293.536865
	Iteration 9Q: 3 clusters Score -60946.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -60977.617188 Penalty: 2293.536865
	Iteration 10Q: 3 clusters Score -60977.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61013.902344 Penalty: 2293.536865
	Iteration 11Q: 3 clusters Score -61013.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61044.777344 Penalty: 2293.536865
	Iteration 12Q: 3 clusters Score -61044.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -61067.136719 Penalty: 2293.536865
	Iteration 13Q: 3 clusters Score -61067.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61097.535156 Penalty: 2293.536865
	Iteration 14Q: 3 clusters Score -61097.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -61127.574219 Penalty: 2293.536865
	Iteration 15Q: 3 clusters Score -61127.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61175.863281 Penalty: 2293.536865
	Iteration 16Q: 3 clusters Score -61175.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -61213.457031 Penalty: 2293.536865
	Iteration 17Q: 3 clusters Score -61213.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61258.410156 Penalty: 2293.536865
	Iteration 18Q: 3 clusters Score -61258.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -61314.273438 Penalty: 2293.536865
	Iteration 19Q: 3 clusters Score -61314.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -61390.597656 Penalty: 2293.536865
	Iteration 20F: 3 clusters Score -61390.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -61452.839844 Penalty: 2293.536865
	Iteration 21Q: 3 clusters Score -61452.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61490.101562 Penalty: 2293.536865
	Iteration 22Q: 3 clusters Score -61490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -61503.417969 Penalty: 2293.536865
	Iteration 23Q: 3 clusters Score -61503.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -61510.316406 Penalty: 2293.536865
	Iteration 24Q: 3 clusters Score -61510.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -61517.707031 Penalty: 2293.536865
	Iteration 25Q: 3 clusters Score -61517.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -61519.265625 Penalty: 2293.536865
	Iteration 26Q: 3 clusters Score -61519.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -61520.683594 Penalty: 2293.536865
	Iteration 27Q: 3 clusters Score -61520.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61521.500000 Penalty: 2293.536865
	Iteration 28Q: 3 clusters Score -61521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -61523.757812 Penalty: 2293.536865
	Iteration 29Q: 3 clusters Score -61523.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -61525.925781 Penalty: 2293.536865
	Iteration 30Q: 3 clusters Score -61525.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -61526.902344 Penalty: 2293.536865
	Iteration 31Q: 3 clusters Score -61526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -61528.855469 Penalty: 2293.536865
	Iteration 32Q: 3 clusters Score -61528.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -61530.605469 Penalty: 2293.536865
	Iteration 33Q: 3 clusters Score -61530.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -61532.312500 Penalty: 2293.536865
	Iteration 34Q: 3 clusters Score -61532.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -61534.093750 Penalty: 2293.536865
	Iteration 35Q: 3 clusters Score -61534.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61534.792969 Penalty: 2293.536865
	Iteration 36Q: 3 clusters Score -61534.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -61534.792969 Penalty: 2293.536865
	Iteration 37F: 3 clusters Score -61534.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -65901.515625 Penalty: 1145.362793
	Iteration 0F: 2 clusters Score -65901.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -64348.843750 Penalty: 2290.725586
	Iteration 0F: 3 clusters Score -64348.84 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -64641.011719 Penalty: 2290.725586
	Iteration 1F: 3 clusters Score -64641.01 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -64716.183594 Penalty: 2290.725586
	Iteration 2F: 3 clusters Score -64716.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64750.496094 Penalty: 2290.725586
	Iteration 3Q: 3 clusters Score -64750.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -64781.167969 Penalty: 2290.725586
	Iteration 4Q: 3 clusters Score -64781.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -64797.960938 Penalty: 2290.725586
	Iteration 5Q: 3 clusters Score -64797.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -64805.984375 Penalty: 2290.725586
	Iteration 6Q: 3 clusters Score -64805.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -64809.332031 Penalty: 2290.725586
	Iteration 7Q: 3 clusters Score -64809.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -64810.078125 Penalty: 2290.725586
	Iteration 8Q: 3 clusters Score -64810.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64810.824219 Penalty: 2290.725586
	Iteration 9Q: 3 clusters Score -64810.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64810.824219 Penalty: 2290.725586
	Iteration 10F: 3 clusters Score -64810.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Entering Unmasked Estep 
Score: -417449.750000 Penalty: 1440.957031
	Iteration 0F: 2 clusters Score -417449.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -412188.562500 Penalty: 2881.914062
	Iteration 0F: 3 clusters Score -412188.6 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -413762.906250 Penalty: 2881.914062
	Iteration 1F: 3 clusters Score -413762.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -413996.343750 Penalty: 2881.914062
	Iteration 2F: 3 clusters Score -413996.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -414259.781250 Penalty: 2881.914062
	Iteration 3F: 3 clusters Score -414259.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -414546.156250 Penalty: 2881.914062
	Iteration 4F: 3 clusters Score -414546.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -414859.187500 Penalty: 2881.914062
	Iteration 5F: 3 clusters Score -414859.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -415117.281250 Penalty: 2881.914062
	Iteration 6F: 3 clusters Score -415117.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -415352.875000 Penalty: 2881.914062
	Iteration 7F: 3 clusters Score -415352.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -415569.718750 Penalty: 2881.914062
	Iteration 8Q: 3 clusters Score -415569.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -415740.437500 Penalty: 2881.914062
	Iteration 9Q: 3 clusters Score -415740.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -415848.968750 Penalty: 2881.914062
	Iteration 10Q: 3 clusters Score -415849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -415928.718750 Penalty: 2881.914062
	Iteration 11Q: 3 clusters Score -415928.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -416005.718750 Penalty: 2881.914062
	Iteration 12Q: 3 clusters Score -416005.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -416075.312500 Penalty: 2881.914062
	Iteration 13Q: 3 clusters Score -416075.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -416130.968750 Penalty: 2881.914062
	Iteration 14Q: 3 clusters Score -416131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -416171.656250 Penalty: 2881.914062
	Iteration 15Q: 3 clusters Score -416171.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -416210.593750 Penalty: 2881.914062
	Iteration 16Q: 3 clusters Score -416210.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -416256.250000 Penalty: 2881.914062
	Iteration 17Q: 3 clusters Score -416256.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -416323.343750 Penalty: 2881.914062
	Iteration 18Q: 3 clusters Score -416323.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -416406.593750 Penalty: 2881.914062
	Iteration 19Q: 3 clusters Score -416406.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -416468.500000 Penalty: 2881.914062
	Iteration 20F: 3 clusters Score -416468.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -416514.875000 Penalty: 2881.914062
	Iteration 21Q: 3 clusters Score -416514.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -416542.187500 Penalty: 2881.914062
	Iteration 22Q: 3 clusters Score -416542.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -416557.093750 Penalty: 2881.914062
	Iteration 23Q: 3 clusters Score -416557.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -416568.812500 Penalty: 2881.914062
	Iteration 24Q: 3 clusters Score -416568.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -416577.437500 Penalty: 2881.914062
	Iteration 25Q: 3 clusters Score -416577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -416582.125000 Penalty: 2881.914062
	Iteration 26Q: 3 clusters Score -416582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -416585.187500 Penalty: 2881.914062
	Iteration 27Q: 3 clusters Score -416585.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -416588.062500 Penalty: 2881.914062
	Iteration 28Q: 3 clusters Score -416588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -416589.218750 Penalty: 2881.914062
	Iteration 29Q: 3 clusters Score -416589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -416591.625000 Penalty: 2881.914062
	Iteration 30Q: 3 clusters Score -416591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -416592.500000 Penalty: 2881.914062
	Iteration 31Q: 3 clusters Score -416592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -416593.750000 Penalty: 2881.914062
	Iteration 32Q: 3 clusters Score -416593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -416594.375000 Penalty: 2881.914062
	Iteration 33Q: 3 clusters Score -416594.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -416594.843750 Penalty: 2881.914062
	Iteration 34Q: 3 clusters Score -416594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -416594.843750 Penalty: 2881.914062
	Iteration 35F: 3 clusters Score -416594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -123841.656250 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -123841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -121679.781250 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -121679.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -122195.335938 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -122195.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -122319.085938 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -122319.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -122406.593750 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -122406.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -122447.953125 Penalty: 2502.448730
	Iteration 4Q: 3 clusters Score -122448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -122482.867188 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -122482.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -122521.171875 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -122521.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -122563.500000 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -122563.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -122602.617188 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -122602.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -122673.609375 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -122673.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -122775.375000 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -122775.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -122897.882812 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -122897.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -123040.898438 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -123040.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -123152.148438 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -123152.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -123219.843750 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -123219.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -123257.304688 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -123257.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -123274.359375 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -123274.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -123288.109375 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -123288.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -123299.671875 Penalty: 2502.448730
	Iteration 18Q: 3 clusters Score -123299.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -123309.625000 Penalty: 2502.448730
	Iteration 19Q: 3 clusters Score -123309.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -123318.195312 Penalty: 2502.448730
	Iteration 20F: 3 clusters Score -123318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -123322.187500 Penalty: 2502.448730
	Iteration 21Q: 3 clusters Score -123322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -123324.601562 Penalty: 2502.448730
	Iteration 22Q: 3 clusters Score -123324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -123326.953125 Penalty: 2502.448730
	Iteration 23Q: 3 clusters Score -123327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -123327.882812 Penalty: 2502.448730
	Iteration 24Q: 3 clusters Score -123327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -123330.085938 Penalty: 2502.448730
	Iteration 25Q: 3 clusters Score -123330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -123332.343750 Penalty: 2502.448730
	Iteration 26Q: 3 clusters Score -123332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -123333.617188 Penalty: 2502.448730
	Iteration 27Q: 3 clusters Score -123333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -123333.914062 Penalty: 2502.448730
	Iteration 28Q: 3 clusters Score -123333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -123334.171875 Penalty: 2502.448730
	Iteration 29Q: 3 clusters Score -123334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -123335.320312 Penalty: 2502.448730
	Iteration 30Q: 3 clusters Score -123335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -123335.320312 Penalty: 2502.448730
	Iteration 31F: 3 clusters Score -123335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -188627.687500 Penalty: 1305.785400
	Iteration 0F: 2 clusters Score -188627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -185864.484375 Penalty: 2611.570801
	Iteration 0F: 3 clusters Score -185864.5 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -186524.953125 Penalty: 2611.570801
	Iteration 1F: 3 clusters Score -186525 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -186668.906250 Penalty: 2611.570801
	Iteration 2F: 3 clusters Score -186668.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -186770.171875 Penalty: 2611.570801
	Iteration 3F: 3 clusters Score -186770.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -186863.968750 Penalty: 2611.570801
	Iteration 4Q: 3 clusters Score -186864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -186934.234375 Penalty: 2611.570801
	Iteration 5Q: 3 clusters Score -186934.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -186990.515625 Penalty: 2611.570801
	Iteration 6Q: 3 clusters Score -186990.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -187040.593750 Penalty: 2611.570801
	Iteration 7Q: 3 clusters Score -187040.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -187073.718750 Penalty: 2611.570801
	Iteration 8Q: 3 clusters Score -187073.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -187104.484375 Penalty: 2611.570801
	Iteration 9Q: 3 clusters Score -187104.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -187127.609375 Penalty: 2611.570801
	Iteration 10Q: 3 clusters Score -187127.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -187139.484375 Penalty: 2611.570801
	Iteration 11Q: 3 clusters Score -187139.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -187147.343750 Penalty: 2611.570801
	Iteration 12Q: 3 clusters Score -187147.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -187158.687500 Penalty: 2611.570801
	Iteration 13Q: 3 clusters Score -187158.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -187166.343750 Penalty: 2611.570801
	Iteration 14Q: 3 clusters Score -187166.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -187174.000000 Penalty: 2611.570801
	Iteration 15Q: 3 clusters Score -187174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -187182.921875 Penalty: 2611.570801
	Iteration 16Q: 3 clusters Score -187182.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -187191.140625 Penalty: 2611.570801
	Iteration 17Q: 3 clusters Score -187191.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -187199.015625 Penalty: 2611.570801
	Iteration 18Q: 3 clusters Score -187199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -187208.500000 Penalty: 2611.570801
	Iteration 19Q: 3 clusters Score -187208.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -187216.968750 Penalty: 2611.570801
	Iteration 20F: 3 clusters Score -187217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -187229.140625 Penalty: 2611.570801
	Iteration 21Q: 3 clusters Score -187229.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -187240.375000 Penalty: 2611.570801
	Iteration 22Q: 3 clusters Score -187240.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -187249.531250 Penalty: 2611.570801
	Iteration 23Q: 3 clusters Score -187249.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -187260.484375 Penalty: 2611.570801
	Iteration 24Q: 3 clusters Score -187260.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -187274.640625 Penalty: 2611.570801
	Iteration 25Q: 3 clusters Score -187274.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -187292.640625 Penalty: 2611.570801
	Iteration 26Q: 3 clusters Score -187292.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -187305.671875 Penalty: 2611.570801
	Iteration 27Q: 3 clusters Score -187305.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -187318.984375 Penalty: 2611.570801
	Iteration 28Q: 3 clusters Score -187319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -187329.828125 Penalty: 2611.570801
	Iteration 29Q: 3 clusters Score -187329.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -187341.953125 Penalty: 2611.570801
	Iteration 30Q: 3 clusters Score -187342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -187349.109375 Penalty: 2611.570801
	Iteration 31Q: 3 clusters Score -187349.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -187354.265625 Penalty: 2611.570801
	Iteration 32Q: 3 clusters Score -187354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -187360.937500 Penalty: 2611.570801
	Iteration 33Q: 3 clusters Score -187360.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -187371.796875 Penalty: 2611.570801
	Iteration 34Q: 3 clusters Score -187371.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -187378.671875 Penalty: 2611.570801
	Iteration 35Q: 3 clusters Score -187378.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -187388.968750 Penalty: 2611.570801
	Iteration 36Q: 3 clusters Score -187389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -187399.250000 Penalty: 2611.570801
	Iteration 37Q: 3 clusters Score -187399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -187405.218750 Penalty: 2611.570801
	Iteration 38Q: 3 clusters Score -187405.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -187413.921875 Penalty: 2611.570801
	Iteration 39Q: 3 clusters Score -187413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -187422.375000 Penalty: 2611.570801
	Iteration 40F: 3 clusters Score -187422.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -187431.031250 Penalty: 2611.570801
	Iteration 41Q: 3 clusters Score -187431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -187440.109375 Penalty: 2611.570801
	Iteration 42Q: 3 clusters Score -187440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -187448.593750 Penalty: 2611.570801
	Iteration 43Q: 3 clusters Score -187448.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -187457.109375 Penalty: 2611.570801
	Iteration 44Q: 3 clusters Score -187457.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -187468.046875 Penalty: 2611.570801
	Iteration 45Q: 3 clusters Score -187468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -187475.031250 Penalty: 2611.570801
	Iteration 46Q: 3 clusters Score -187475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -187484.453125 Penalty: 2611.570801
	Iteration 47Q: 3 clusters Score -187484.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -187502.578125 Penalty: 2611.570801
	Iteration 48Q: 3 clusters Score -187502.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -187519.265625 Penalty: 2611.570801
	Iteration 49Q: 3 clusters Score -187519.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -187537.171875 Penalty: 2611.570801
	Iteration 50Q: 3 clusters Score -187537.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -187555.671875 Penalty: 2611.570801
	Iteration 51Q: 3 clusters Score -187555.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -187576.375000 Penalty: 2611.570801
	Iteration 52Q: 3 clusters Score -187576.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -187589.203125 Penalty: 2611.570801
	Iteration 53Q: 3 clusters Score -187589.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -187613.546875 Penalty: 2611.570801
	Iteration 54Q: 3 clusters Score -187613.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -187646.718750 Penalty: 2611.570801
	Iteration 55Q: 3 clusters Score -187646.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -187687.484375 Penalty: 2611.570801
	Iteration 56Q: 3 clusters Score -187687.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -187737.500000 Penalty: 2611.570801
	Iteration 57Q: 3 clusters Score -187737.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -187771.750000 Penalty: 2611.570801
	Iteration 58Q: 3 clusters Score -187771.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -187791.218750 Penalty: 2611.570801
	Iteration 59Q: 3 clusters Score -187791.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -187806.671875 Penalty: 2611.570801
	Iteration 60F: 3 clusters Score -187806.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -187815.484375 Penalty: 2611.570801
	Iteration 61Q: 3 clusters Score -187815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -187823.000000 Penalty: 2611.570801
	Iteration 62Q: 3 clusters Score -187823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -187828.156250 Penalty: 2611.570801
	Iteration 63Q: 3 clusters Score -187828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -187831.234375 Penalty: 2611.570801
	Iteration 64Q: 3 clusters Score -187831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -187833.031250 Penalty: 2611.570801
	Iteration 65Q: 3 clusters Score -187833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -187835.484375 Penalty: 2611.570801
	Iteration 66Q: 3 clusters Score -187835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -187837.765625 Penalty: 2611.570801
	Iteration 67Q: 3 clusters Score -187837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -187838.171875 Penalty: 2611.570801
	Iteration 68Q: 3 clusters Score -187838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -187838.703125 Penalty: 2611.570801
	Iteration 69Q: 3 clusters Score -187838.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -187838.703125 Penalty: 2611.570801
	Iteration 70F: 3 clusters Score -187838.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -32103.796875 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -32103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -30973.408203 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -30973.41 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31108.958984 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -31108.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31135.539062 Penalty: 2064.604492
	Iteration 2Q: 3 clusters Score -31135.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31166.851562 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -31166.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31188.925781 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -31188.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31196.451172 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -31196.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31199.404297 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -31199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31203.037109 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -31203.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31207.539062 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -31207.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31213.343750 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -31213.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31218.130859 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -31218.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31219.851562 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -31219.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31221.275391 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -31221.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31223.408203 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -31223.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31223.910156 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -31223.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31225.410156 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -31225.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31227.833984 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -31227.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31227.833984 Penalty: 2064.604492
	Iteration 17F: 3 clusters Score -31227.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6113 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9681 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16761 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11671 members 
Mstep: Class 26 contains 1398 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9582 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26536 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7097 members 
Mstep: Class 40 contains 2208 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703879.000000 Penalty: 84375.257812
Iteration 159Q: 43 clusters Score -1.270388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6117 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16756 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11672 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9584 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26538 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703864.000000 Penalty: 84375.257812
Iteration 160F: 43 clusters Score -1.270386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16754 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11672 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9587 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26539 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7088 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703864.000000 Penalty: 84375.257812
Iteration 161Q: 43 clusters Score -1.270386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16753 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11672 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9588 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26540 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7087 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703879.000000 Penalty: 84375.257812
Iteration 162Q: 43 clusters Score -1.270388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16750 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11671 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9590 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26539 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7090 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703882.000000 Penalty: 84375.257812
Iteration 163Q: 43 clusters Score -1.270388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2063 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4937 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6125 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16748 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11669 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9594 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26543 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7085 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703890.000000 Penalty: 84375.257812
Iteration 164Q: 43 clusters Score -1.270389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6129 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3215 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16746 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11668 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2441 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9597 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26545 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 7077 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703907.000000 Penalty: 84375.257812
Iteration 165Q: 43 clusters Score -1.270391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6132 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9679 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16743 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 9598 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26546 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1152 members 
Mstep: Class 39 contains 7075 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703905.000000 Penalty: 84375.257812
Iteration 166Q: 43 clusters Score -1.27039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6133 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9678 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16738 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2720 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26547 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 7076 members 
Mstep: Class 40 contains 2209 members 
Mstep: Class 41 contains 3088 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703918.000000 Penalty: 84375.257812
Iteration 167Q: 43 clusters Score -1.270392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4938 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6133 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9678 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2720 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26552 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 7066 members 
Mstep: Class 40 contains 2210 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703911.000000 Penalty: 84375.257812
Iteration 168Q: 43 clusters Score -1.270391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6133 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9676 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16738 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 9601 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26555 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7060 members 
Mstep: Class 40 contains 2212 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703900.000000 Penalty: 84375.257812
Iteration 169Q: 43 clusters Score -1.27039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 9602 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7055 members 
Mstep: Class 40 contains 2214 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703917.000000 Penalty: 84375.257812
Iteration 170Q: 43 clusters Score -1.270392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11665 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2714 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7055 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703931.000000 Penalty: 84375.257812
Iteration 171Q: 43 clusters Score -1.270393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6135 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11664 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26560 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7053 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703936.000000 Penalty: 84375.257812
Iteration 172Q: 43 clusters Score -1.270394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11664 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7053 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703943.000000 Penalty: 84375.257812
Iteration 173Q: 43 clusters Score -1.270394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11664 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26558 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7053 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703939.000000 Penalty: 84375.257812
Iteration 174Q: 43 clusters Score -1.270394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11664 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26557 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7052 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703939.000000 Penalty: 84375.257812
Iteration 175Q: 43 clusters Score -1.270394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11664 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26557 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7050 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703938.000000 Penalty: 84375.257812
Iteration 176Q: 43 clusters Score -1.270394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6141 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11665 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 9603 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26557 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7049 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703945.000000 Penalty: 84375.257812
Iteration 177Q: 43 clusters Score -1.270394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6138 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 9604 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26557 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7049 members 
Mstep: Class 40 contains 2215 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703923.000000 Penalty: 84375.257812
Iteration 178Q: 43 clusters Score -1.270392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26557 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7049 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703930.000000 Penalty: 84375.257812
Iteration 179Q: 43 clusters Score -1.270393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16737 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26558 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7048 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703929.000000 Penalty: 84375.257812
Iteration 180F: 43 clusters Score -1.270393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16736 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9606 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26558 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7048 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703920.000000 Penalty: 84375.257812
Iteration 181Q: 43 clusters Score -1.270392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16735 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703921.000000 Penalty: 84375.257812
Iteration 182Q: 43 clusters Score -1.270392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16735 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -12703921.000000 Penalty: 84375.257812
Iteration 183F: 43 clusters Score -1.270392e+07 nChanged 0
Entering ConstructFrom: 
Score: -12703921.000000 Penalty: 84375.257812
Entering ConstructFrom: 
Trying to split cluster 1 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -39148.375000 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -39148.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -37765.984375 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -37765.98 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -38088.765625 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -38088.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -38208.984375 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -38208.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -38274.558594 Penalty: 2255.257568
	Iteration 3F: 3 clusters Score -38274.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38331.527344 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -38331.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -38388.601562 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -38388.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -38439.730469 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -38439.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38513.703125 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -38513.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38536.601562 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -38536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38556.859375 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -38556.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38576.410156 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -38576.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38581.781250 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -38581.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38583.128906 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -38583.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -38589.953125 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -38589.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38595.484375 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -38595.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38598.300781 Penalty: 2255.257568
	Iteration 15Q: 3 clusters Score -38598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38601.796875 Penalty: 2255.257568
	Iteration 16Q: 3 clusters Score -38601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38606.753906 Penalty: 2255.257568
	Iteration 17Q: 3 clusters Score -38606.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38619.921875 Penalty: 2255.257568
	Iteration 18Q: 3 clusters Score -38619.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -38638.292969 Penalty: 2255.257568
	Iteration 19Q: 3 clusters Score -38638.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38647.960938 Penalty: 2255.257568
	Iteration 20F: 3 clusters Score -38647.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38652.085938 Penalty: 2255.257568
	Iteration 21Q: 3 clusters Score -38652.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38657.156250 Penalty: 2255.257568
	Iteration 22Q: 3 clusters Score -38657.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38658.906250 Penalty: 2255.257568
	Iteration 23Q: 3 clusters Score -38658.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38658.906250 Penalty: 2255.257568
	Iteration 24F: 3 clusters Score -38658.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -186831.906250 Penalty: 1320.847168
	Iteration 0F: 2 clusters Score -186831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -183890.953125 Penalty: 2641.694336
	Iteration 0F: 3 clusters Score -183891 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -184633.171875 Penalty: 2641.694336
	Iteration 1F: 3 clusters Score -184633.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -184767.921875 Penalty: 2641.694336
	Iteration 2F: 3 clusters Score -184767.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -184854.921875 Penalty: 2641.694336
	Iteration 3Q: 3 clusters Score -184854.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -184912.515625 Penalty: 2641.694336
	Iteration 4Q: 3 clusters Score -184912.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -184952.421875 Penalty: 2641.694336
	Iteration 5Q: 3 clusters Score -184952.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -184986.203125 Penalty: 2641.694336
	Iteration 6Q: 3 clusters Score -184986.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -185021.343750 Penalty: 2641.694336
	Iteration 7Q: 3 clusters Score -185021.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -185051.250000 Penalty: 2641.694336
	Iteration 8Q: 3 clusters Score -185051.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -185083.343750 Penalty: 2641.694336
	Iteration 9Q: 3 clusters Score -185083.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -185117.062500 Penalty: 2641.694336
	Iteration 10Q: 3 clusters Score -185117.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -185155.750000 Penalty: 2641.694336
	Iteration 11Q: 3 clusters Score -185155.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -185203.171875 Penalty: 2641.694336
	Iteration 12Q: 3 clusters Score -185203.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -185252.343750 Penalty: 2641.694336
	Iteration 13Q: 3 clusters Score -185252.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185314.609375 Penalty: 2641.694336
	Iteration 14Q: 3 clusters Score -185314.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185377.109375 Penalty: 2641.694336
	Iteration 15Q: 3 clusters Score -185377.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -185424.750000 Penalty: 2641.694336
	Iteration 16Q: 3 clusters Score -185424.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -185480.062500 Penalty: 2641.694336
	Iteration 17Q: 3 clusters Score -185480.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185535.187500 Penalty: 2641.694336
	Iteration 18Q: 3 clusters Score -185535.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185587.625000 Penalty: 2641.694336
	Iteration 19Q: 3 clusters Score -185587.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -185638.656250 Penalty: 2641.694336
	Iteration 20F: 3 clusters Score -185638.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185677.671875 Penalty: 2641.694336
	Iteration 21Q: 3 clusters Score -185677.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -185718.000000 Penalty: 2641.694336
	Iteration 22Q: 3 clusters Score -185718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -185752.906250 Penalty: 2641.694336
	Iteration 23Q: 3 clusters Score -185752.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -185778.718750 Penalty: 2641.694336
	Iteration 24Q: 3 clusters Score -185778.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -185799.609375 Penalty: 2641.694336
	Iteration 25Q: 3 clusters Score -185799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -185816.109375 Penalty: 2641.694336
	Iteration 26Q: 3 clusters Score -185816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -185826.296875 Penalty: 2641.694336
	Iteration 27Q: 3 clusters Score -185826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -185837.984375 Penalty: 2641.694336
	Iteration 28Q: 3 clusters Score -185838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -185846.890625 Penalty: 2641.694336
	Iteration 29Q: 3 clusters Score -185846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -185851.984375 Penalty: 2641.694336
	Iteration 30Q: 3 clusters Score -185852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -185855.890625 Penalty: 2641.694336
	Iteration 31Q: 3 clusters Score -185855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -185857.609375 Penalty: 2641.694336
	Iteration 32Q: 3 clusters Score -185857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -185857.609375 Penalty: 2641.694336
	Iteration 33F: 3 clusters Score -185857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Entering Unmasked Estep 
Score: -115316.921875 Penalty: 1240.265137
	Iteration 0F: 2 clusters Score -115316.9 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 1027 members 
Entering Unmasked Estep 
Score: -113212.437500 Penalty: 2480.530273
	Iteration 0F: 3 clusters Score -113212.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -113839.046875 Penalty: 2480.530273
	Iteration 1F: 3 clusters Score -113839 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -114048.304688 Penalty: 2480.530273
	Iteration 2F: 3 clusters Score -114048.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -114200.757812 Penalty: 2480.530273
	Iteration 3F: 3 clusters Score -114200.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -114323.007812 Penalty: 2480.530273
	Iteration 4F: 3 clusters Score -114323 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -114395.726562 Penalty: 2480.530273
	Iteration 5Q: 3 clusters Score -114395.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -114450.359375 Penalty: 2480.530273
	Iteration 6Q: 3 clusters Score -114450.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -114505.289062 Penalty: 2480.530273
	Iteration 7Q: 3 clusters Score -114505.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -114537.101562 Penalty: 2480.530273
	Iteration 8Q: 3 clusters Score -114537.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -114558.593750 Penalty: 2480.530273
	Iteration 9Q: 3 clusters Score -114558.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -114585.351562 Penalty: 2480.530273
	Iteration 10Q: 3 clusters Score -114585.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -114609.875000 Penalty: 2480.530273
	Iteration 11Q: 3 clusters Score -114609.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -114622.210938 Penalty: 2480.530273
	Iteration 12Q: 3 clusters Score -114622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -114630.726562 Penalty: 2480.530273
	Iteration 13Q: 3 clusters Score -114630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -114634.007812 Penalty: 2480.530273
	Iteration 14Q: 3 clusters Score -114634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -114634.585938 Penalty: 2480.530273
	Iteration 15Q: 3 clusters Score -114634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -114636.789062 Penalty: 2480.530273
	Iteration 16Q: 3 clusters Score -114636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -114640.171875 Penalty: 2480.530273
	Iteration 17Q: 3 clusters Score -114640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -114642.375000 Penalty: 2480.530273
	Iteration 18Q: 3 clusters Score -114642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -114643.734375 Penalty: 2480.530273
	Iteration 19Q: 3 clusters Score -114643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -114644.140625 Penalty: 2480.530273
	Iteration 20F: 3 clusters Score -114644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -114645.351562 Penalty: 2480.530273
	Iteration 21Q: 3 clusters Score -114645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -114645.687500 Penalty: 2480.530273
	Iteration 22Q: 3 clusters Score -114645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -114645.687500 Penalty: 2480.530273
	Iteration 23F: 3 clusters Score -114645.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Entering Unmasked Estep 
Score: -1641887.000000 Penalty: 1665.265259
	Iteration 0F: 2 clusters Score -1641887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1622956.125000 Penalty: 3330.530518
	Iteration 0F: 3 clusters Score -1622956 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1630085.750000 Penalty: 3330.530518
	Iteration 1F: 3 clusters Score -1630086 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1630607.000000 Penalty: 3330.530518
	Iteration 2F: 3 clusters Score -1630607 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1631231.750000 Penalty: 3330.530518
	Iteration 3Q: 3 clusters Score -1631232 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1632044.250000 Penalty: 3330.530518
	Iteration 4F: 3 clusters Score -1632044 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1633113.875000 Penalty: 3330.530518
	Iteration 5F: 3 clusters Score -1633114 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1634346.000000 Penalty: 3330.530518
	Iteration 6F: 3 clusters Score -1634346 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1635547.250000 Penalty: 3330.530518
	Iteration 7F: 3 clusters Score -1635547 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1636388.500000 Penalty: 3330.530518
	Iteration 8F: 3 clusters Score -1636388 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1636939.875000 Penalty: 3330.530518
	Iteration 9Q: 3 clusters Score -1636940 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1637343.000000 Penalty: 3330.530518
	Iteration 10Q: 3 clusters Score -1637343 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1637688.875000 Penalty: 3330.530518
	Iteration 11Q: 3 clusters Score -1637689 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1638012.625000 Penalty: 3330.530518
	Iteration 12Q: 3 clusters Score -1638013 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1638327.750000 Penalty: 3330.530518
	Iteration 13Q: 3 clusters Score -1638328 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1638637.625000 Penalty: 3330.530518
	Iteration 14Q: 3 clusters Score -1638638 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1638905.875000 Penalty: 3330.530518
	Iteration 15Q: 3 clusters Score -1638906 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1639156.250000 Penalty: 3330.530518
	Iteration 16Q: 3 clusters Score -1639156 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1639383.500000 Penalty: 3330.530518
	Iteration 17Q: 3 clusters Score -1639384 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1639588.625000 Penalty: 3330.530518
	Iteration 18Q: 3 clusters Score -1639589 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1639753.125000 Penalty: 3330.530518
	Iteration 19Q: 3 clusters Score -1639753 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1639883.500000 Penalty: 3330.530518
	Iteration 20F: 3 clusters Score -1639884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1639992.250000 Penalty: 3330.530518
	Iteration 21Q: 3 clusters Score -1639992 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1640099.750000 Penalty: 3330.530518
	Iteration 22Q: 3 clusters Score -1640100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1640192.875000 Penalty: 3330.530518
	Iteration 23Q: 3 clusters Score -1640193 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1640258.750000 Penalty: 3330.530518
	Iteration 24Q: 3 clusters Score -1640259 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1640298.875000 Penalty: 3330.530518
	Iteration 25Q: 3 clusters Score -1640299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1640345.375000 Penalty: 3330.530518
	Iteration 26Q: 3 clusters Score -1640345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1640382.500000 Penalty: 3330.530518
	Iteration 27Q: 3 clusters Score -1640382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1640415.625000 Penalty: 3330.530518
	Iteration 28Q: 3 clusters Score -1640416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1640442.375000 Penalty: 3330.530518
	Iteration 29Q: 3 clusters Score -1640442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1640461.375000 Penalty: 3330.530518
	Iteration 30Q: 3 clusters Score -1640461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1640466.500000 Penalty: 3330.530518
	Iteration 31Q: 3 clusters Score -1640466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1640477.500000 Penalty: 3330.530518
	Iteration 32Q: 3 clusters Score -1640478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1640482.625000 Penalty: 3330.530518
	Iteration 33Q: 3 clusters Score -1640483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1640485.750000 Penalty: 3330.530518
	Iteration 34Q: 3 clusters Score -1640486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1640489.250000 Penalty: 3330.530518
	Iteration 35Q: 3 clusters Score -1640489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1640489.875000 Penalty: 3330.530518
	Iteration 36Q: 3 clusters Score -1640490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1640492.375000 Penalty: 3330.530518
	Iteration 37Q: 3 clusters Score -1640492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1640493.250000 Penalty: 3330.530518
	Iteration 38Q: 3 clusters Score -1640493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1640493.250000 Penalty: 3330.530518
	Iteration 39F: 3 clusters Score -1640493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -236247.921875 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -236247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -232353.781250 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -232353.8 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -233698.062500 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -233698.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -234197.156250 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -234197.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -234633.187500 Penalty: 2764.624268
	Iteration 3F: 3 clusters Score -234633.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -234953.843750 Penalty: 2764.624268
	Iteration 4F: 3 clusters Score -234953.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -235222.031250 Penalty: 2764.624268
	Iteration 5F: 3 clusters Score -235222 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -235397.875000 Penalty: 2764.624268
	Iteration 6Q: 3 clusters Score -235397.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -235490.859375 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -235490.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -235557.734375 Penalty: 2764.624268
	Iteration 8Q: 3 clusters Score -235557.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -235601.000000 Penalty: 2764.624268
	Iteration 9Q: 3 clusters Score -235601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -235637.968750 Penalty: 2764.624268
	Iteration 10Q: 3 clusters Score -235638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -235685.078125 Penalty: 2764.624268
	Iteration 11Q: 3 clusters Score -235685.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -235744.718750 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -235744.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -235793.421875 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -235793.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -235830.734375 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -235830.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -235852.390625 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -235852.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -235872.125000 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -235872.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -235891.031250 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -235891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -235908.343750 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -235908.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -235917.953125 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -235918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -235924.250000 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -235924.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -235928.625000 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -235928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -235930.625000 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -235930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -235931.953125 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -235932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -235931.968750 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -235932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -235932.546875 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -235932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -235932.578125 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -235932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -235932.578125 Penalty: 2764.624268
	Iteration 27F: 3 clusters Score -235932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -931979.250000 Penalty: 1570.754517
	Iteration 0F: 2 clusters Score -931979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -921169.125000 Penalty: 3141.509033
	Iteration 0F: 3 clusters Score -921169.1 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -924979.562500 Penalty: 3141.509033
	Iteration 1F: 3 clusters Score -924979.6 nChanged 1009
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: -925519.062500 Penalty: 3141.509033
	Iteration 2F: 3 clusters Score -925519.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -926196.250000 Penalty: 3141.509033
	Iteration 3F: 3 clusters Score -926196.2 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -927101.062500 Penalty: 3141.509033
	Iteration 4F: 3 clusters Score -927101.1 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -928036.687500 Penalty: 3141.509033
	Iteration 5F: 3 clusters Score -928036.7 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -928769.687500 Penalty: 3141.509033
	Iteration 6F: 3 clusters Score -928769.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -929222.187500 Penalty: 3141.509033
	Iteration 7F: 3 clusters Score -929222.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -929471.687500 Penalty: 3141.509033
	Iteration 8Q: 3 clusters Score -929471.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -929613.312500 Penalty: 3141.509033
	Iteration 9Q: 3 clusters Score -929613.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -929687.812500 Penalty: 3141.509033
	Iteration 10Q: 3 clusters Score -929687.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -929732.375000 Penalty: 3141.509033
	Iteration 11Q: 3 clusters Score -929732.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -929783.187500 Penalty: 3141.509033
	Iteration 12Q: 3 clusters Score -929783.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -929818.312500 Penalty: 3141.509033
	Iteration 13Q: 3 clusters Score -929818.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -929846.500000 Penalty: 3141.509033
	Iteration 14Q: 3 clusters Score -929846.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -929874.250000 Penalty: 3141.509033
	Iteration 15Q: 3 clusters Score -929874.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -929896.375000 Penalty: 3141.509033
	Iteration 16Q: 3 clusters Score -929896.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -929934.062500 Penalty: 3141.509033
	Iteration 17Q: 3 clusters Score -929934.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -929973.500000 Penalty: 3141.509033
	Iteration 18Q: 3 clusters Score -929973.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -930008.437500 Penalty: 3141.509033
	Iteration 19Q: 3 clusters Score -930008.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -930050.250000 Penalty: 3141.509033
	Iteration 20F: 3 clusters Score -930050.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -930089.125000 Penalty: 3141.509033
	Iteration 21Q: 3 clusters Score -930089.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -930128.125000 Penalty: 3141.509033
	Iteration 22Q: 3 clusters Score -930128.1 nChanged 127
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: -930167.125000 Penalty: 3141.509033
	Iteration 23Q: 3 clusters Score -930167.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -930195.000000 Penalty: 3141.509033
	Iteration 24Q: 3 clusters Score -930195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -930224.312500 Penalty: 3141.509033
	Iteration 25Q: 3 clusters Score -930224.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -930253.937500 Penalty: 3141.509033
	Iteration 26Q: 3 clusters Score -930253.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -930288.312500 Penalty: 3141.509033
	Iteration 27Q: 3 clusters Score -930288.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -930314.937500 Penalty: 3141.509033
	Iteration 28Q: 3 clusters Score -930314.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -930347.875000 Penalty: 3141.509033
	Iteration 29Q: 3 clusters Score -930347.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -930373.062500 Penalty: 3141.509033
	Iteration 30Q: 3 clusters Score -930373.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -930394.750000 Penalty: 3141.509033
	Iteration 31Q: 3 clusters Score -930394.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -930409.125000 Penalty: 3141.509033
	Iteration 32Q: 3 clusters Score -930409.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -930425.562500 Penalty: 3141.509033
	Iteration 33Q: 3 clusters Score -930425.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -930438.687500 Penalty: 3141.509033
	Iteration 34Q: 3 clusters Score -930438.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -930451.562500 Penalty: 3141.509033
	Iteration 35Q: 3 clusters Score -930451.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -930460.375000 Penalty: 3141.509033
	Iteration 36Q: 3 clusters Score -930460.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -930475.750000 Penalty: 3141.509033
	Iteration 37Q: 3 clusters Score -930475.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -930488.000000 Penalty: 3141.509033
	Iteration 38Q: 3 clusters Score -930488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -930494.500000 Penalty: 3141.509033
	Iteration 39Q: 3 clusters Score -930494.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -930504.625000 Penalty: 3141.509033
	Iteration 40F: 3 clusters Score -930504.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -930512.812500 Penalty: 3141.509033
	Iteration 41Q: 3 clusters Score -930512.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -930526.062500 Penalty: 3141.509033
	Iteration 42Q: 3 clusters Score -930526.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -930540.187500 Penalty: 3141.509033
	Iteration 43Q: 3 clusters Score -930540.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -930551.625000 Penalty: 3141.509033
	Iteration 44Q: 3 clusters Score -930551.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -930564.375000 Penalty: 3141.509033
	Iteration 45Q: 3 clusters Score -930564.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -930571.750000 Penalty: 3141.509033
	Iteration 46Q: 3 clusters Score -930571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -930577.250000 Penalty: 3141.509033
	Iteration 47Q: 3 clusters Score -930577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -930585.812500 Penalty: 3141.509033
	Iteration 48Q: 3 clusters Score -930585.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -930589.687500 Penalty: 3141.509033
	Iteration 49Q: 3 clusters Score -930589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -930595.625000 Penalty: 3141.509033
	Iteration 50Q: 3 clusters Score -930595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -930601.687500 Penalty: 3141.509033
	Iteration 51Q: 3 clusters Score -930601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -930603.687500 Penalty: 3141.509033
	Iteration 52Q: 3 clusters Score -930603.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -930608.437500 Penalty: 3141.509033
	Iteration 53Q: 3 clusters Score -930608.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -930612.125000 Penalty: 3141.509033
	Iteration 54Q: 3 clusters Score -930612.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -930617.562500 Penalty: 3141.509033
	Iteration 55Q: 3 clusters Score -930617.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -930624.500000 Penalty: 3141.509033
	Iteration 56Q: 3 clusters Score -930624.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -930632.125000 Penalty: 3141.509033
	Iteration 57Q: 3 clusters Score -930632.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -930635.375000 Penalty: 3141.509033
	Iteration 58Q: 3 clusters Score -930635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -930643.437500 Penalty: 3141.509033
	Iteration 59Q: 3 clusters Score -930643.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -930649.000000 Penalty: 3141.509033
	Iteration 60F: 3 clusters Score -930649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -930653.500000 Penalty: 3141.509033
	Iteration 61Q: 3 clusters Score -930653.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -930658.125000 Penalty: 3141.509033
	Iteration 62Q: 3 clusters Score -930658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -930660.625000 Penalty: 3141.509033
	Iteration 63Q: 3 clusters Score -930660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -930661.625000 Penalty: 3141.509033
	Iteration 64Q: 3 clusters Score -930661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -930663.562500 Penalty: 3141.509033
	Iteration 65Q: 3 clusters Score -930663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -930664.500000 Penalty: 3141.509033
	Iteration 66Q: 3 clusters Score -930664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -930666.750000 Penalty: 3141.509033
	Iteration 67Q: 3 clusters Score -930666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -930666.750000 Penalty: 3141.509033
	Iteration 68Q: 3 clusters Score -930666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -930668.375000 Penalty: 3141.509033
	Iteration 69Q: 3 clusters Score -930668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -930668.062500 Penalty: 3141.509033
	Iteration 70Q: 3 clusters Score -930668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -930670.000000 Penalty: 3141.509033
	Iteration 71Q: 3 clusters Score -930670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -930672.437500 Penalty: 3141.509033
	Iteration 72Q: 3 clusters Score -930672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -930673.250000 Penalty: 3141.509033
	Iteration 73Q: 3 clusters Score -930673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -930675.000000 Penalty: 3141.509033
	Iteration 74Q: 3 clusters Score -930675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -930674.750000 Penalty: 3141.509033
	Iteration 75Q: 3 clusters Score -930674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -930673.812500 Penalty: 3141.509033
	Iteration 76Q: 3 clusters Score -930673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -930672.437500 Penalty: 3141.509033
	Iteration 77Q: 3 clusters Score -930672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -930673.812500 Penalty: 3141.509033
	Iteration 78Q: 3 clusters Score -930673.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -930673.187500 Penalty: 3141.509033
	Iteration 79Q: 3 clusters Score -930673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -930675.500000 Penalty: 3141.509033
	Iteration 80F: 3 clusters Score -930675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -930675.625000 Penalty: 3141.509033
	Iteration 81Q: 3 clusters Score -930675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -930676.500000 Penalty: 3141.509033
	Iteration 82Q: 3 clusters Score -930676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -930676.500000 Penalty: 3141.509033
	Iteration 83F: 3 clusters Score -930676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Entering Unmasked Estep 
Score: -361611.718750 Penalty: 1417.339844
	Iteration 0F: 2 clusters Score -361611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -356959.187500 Penalty: 2834.679688
	Iteration 0F: 3 clusters Score -356959.2 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -358244.968750 Penalty: 2834.679688
	Iteration 1F: 3 clusters Score -358245 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -358465.625000 Penalty: 2834.679688
	Iteration 2F: 3 clusters Score -358465.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -358702.593750 Penalty: 2834.679688
	Iteration 3F: 3 clusters Score -358702.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -359051.593750 Penalty: 2834.679688
	Iteration 4F: 3 clusters Score -359051.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -359362.750000 Penalty: 2834.679688
	Iteration 5F: 3 clusters Score -359362.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -359626.593750 Penalty: 2834.679688
	Iteration 6F: 3 clusters Score -359626.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -359860.812500 Penalty: 2834.679688
	Iteration 7Q: 3 clusters Score -359860.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -360044.218750 Penalty: 2834.679688
	Iteration 8Q: 3 clusters Score -360044.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -360195.500000 Penalty: 2834.679688
	Iteration 9Q: 3 clusters Score -360195.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -360328.750000 Penalty: 2834.679688
	Iteration 10Q: 3 clusters Score -360328.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -360418.906250 Penalty: 2834.679688
	Iteration 11Q: 3 clusters Score -360418.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -360482.156250 Penalty: 2834.679688
	Iteration 12Q: 3 clusters Score -360482.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -360524.875000 Penalty: 2834.679688
	Iteration 13Q: 3 clusters Score -360524.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -360553.125000 Penalty: 2834.679688
	Iteration 14Q: 3 clusters Score -360553.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -360567.937500 Penalty: 2834.679688
	Iteration 15Q: 3 clusters Score -360567.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -360574.593750 Penalty: 2834.679688
	Iteration 16Q: 3 clusters Score -360574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -360578.625000 Penalty: 2834.679688
	Iteration 17Q: 3 clusters Score -360578.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -360580.375000 Penalty: 2834.679688
	Iteration 18Q: 3 clusters Score -360580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -360579.906250 Penalty: 2834.679688
	Iteration 19Q: 3 clusters Score -360579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -360579.906250 Penalty: 2834.679688
	Iteration 20F: 3 clusters Score -360579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -184689.953125 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -184690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -181876.578125 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -181876.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -182707.281250 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -182707.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -182952.375000 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -182952.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -183247.031250 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -183247 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -183679.375000 Penalty: 2622.230957
	Iteration 4F: 3 clusters Score -183679.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -184088.765625 Penalty: 2622.230957
	Iteration 5F: 3 clusters Score -184088.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -184365.531250 Penalty: 2622.230957
	Iteration 6F: 3 clusters Score -184365.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -184516.265625 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -184516.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -184609.265625 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -184609.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -184674.375000 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -184674.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -184703.562500 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -184703.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -184724.640625 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -184724.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -184736.718750 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -184736.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -184742.781250 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -184742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -184748.468750 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -184748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -184749.515625 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -184749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -184750.500000 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -184750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -184751.187500 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -184751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -184751.625000 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -184751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -184751.812500 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -184751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -184752.375000 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -184752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -184752.578125 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -184752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -184753.156250 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -184753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -184753.156250 Penalty: 2622.230957
	Iteration 23F: 3 clusters Score -184753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 1657 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16735 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Mstep: Class 43 contains 1535 members 
Entering Unmasked Estep 
Score: -12703270.000000 Penalty: 86384.187500
Splitting cluster 8 changes total score from -12703921.000000 to -12703270.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -362388.718750 Penalty: 1424.615112
	Iteration 0F: 2 clusters Score -362388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -357473.937500 Penalty: 2849.230225
	Iteration 0F: 3 clusters Score -357473.9 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -358975.718750 Penalty: 2849.230225
	Iteration 1F: 3 clusters Score -358975.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -359202.812500 Penalty: 2849.230225
	Iteration 2F: 3 clusters Score -359202.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -359420.343750 Penalty: 2849.230225
	Iteration 3F: 3 clusters Score -359420.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -359657.281250 Penalty: 2849.230225
	Iteration 4F: 3 clusters Score -359657.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -359902.093750 Penalty: 2849.230225
	Iteration 5F: 3 clusters Score -359902.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -360140.312500 Penalty: 2849.230225
	Iteration 6F: 3 clusters Score -360140.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -360329.781250 Penalty: 2849.230225
	Iteration 7Q: 3 clusters Score -360329.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -360458.156250 Penalty: 2849.230225
	Iteration 8Q: 3 clusters Score -360458.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -360545.812500 Penalty: 2849.230225
	Iteration 9Q: 3 clusters Score -360545.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -360619.125000 Penalty: 2849.230225
	Iteration 10Q: 3 clusters Score -360619.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -360676.750000 Penalty: 2849.230225
	Iteration 11Q: 3 clusters Score -360676.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -360722.093750 Penalty: 2849.230225
	Iteration 12Q: 3 clusters Score -360722.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -360757.187500 Penalty: 2849.230225
	Iteration 13Q: 3 clusters Score -360757.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -360791.187500 Penalty: 2849.230225
	Iteration 14Q: 3 clusters Score -360791.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -360814.875000 Penalty: 2849.230225
	Iteration 15Q: 3 clusters Score -360814.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -360842.750000 Penalty: 2849.230225
	Iteration 16Q: 3 clusters Score -360842.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -360860.000000 Penalty: 2849.230225
	Iteration 17Q: 3 clusters Score -360860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -360872.750000 Penalty: 2849.230225
	Iteration 18Q: 3 clusters Score -360872.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -360891.937500 Penalty: 2849.230225
	Iteration 19Q: 3 clusters Score -360891.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -360914.187500 Penalty: 2849.230225
	Iteration 20F: 3 clusters Score -360914.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -360928.781250 Penalty: 2849.230225
	Iteration 21Q: 3 clusters Score -360928.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -360937.812500 Penalty: 2849.230225
	Iteration 22Q: 3 clusters Score -360937.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -360947.187500 Penalty: 2849.230225
	Iteration 23Q: 3 clusters Score -360947.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -360962.375000 Penalty: 2849.230225
	Iteration 24Q: 3 clusters Score -360962.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -360974.250000 Penalty: 2849.230225
	Iteration 25Q: 3 clusters Score -360974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -360986.000000 Penalty: 2849.230225
	Iteration 26Q: 3 clusters Score -360986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -361000.843750 Penalty: 2849.230225
	Iteration 27Q: 3 clusters Score -361000.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -361015.187500 Penalty: 2849.230225
	Iteration 28Q: 3 clusters Score -361015.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -361037.531250 Penalty: 2849.230225
	Iteration 29Q: 3 clusters Score -361037.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -361071.000000 Penalty: 2849.230225
	Iteration 30Q: 3 clusters Score -361071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -361116.687500 Penalty: 2849.230225
	Iteration 31Q: 3 clusters Score -361116.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -361174.906250 Penalty: 2849.230225
	Iteration 32Q: 3 clusters Score -361174.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -361223.531250 Penalty: 2849.230225
	Iteration 33Q: 3 clusters Score -361223.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -361255.781250 Penalty: 2849.230225
	Iteration 34Q: 3 clusters Score -361255.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -361281.406250 Penalty: 2849.230225
	Iteration 35Q: 3 clusters Score -361281.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -361299.625000 Penalty: 2849.230225
	Iteration 36Q: 3 clusters Score -361299.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -361308.718750 Penalty: 2849.230225
	Iteration 37Q: 3 clusters Score -361308.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -361317.062500 Penalty: 2849.230225
	Iteration 38Q: 3 clusters Score -361317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -361322.000000 Penalty: 2849.230225
	Iteration 39Q: 3 clusters Score -361322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -361325.156250 Penalty: 2849.230225
	Iteration 40F: 3 clusters Score -361325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -361325.468750 Penalty: 2849.230225
	Iteration 41Q: 3 clusters Score -361325.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -361327.437500 Penalty: 2849.230225
	Iteration 42Q: 3 clusters Score -361327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -361328.968750 Penalty: 2849.230225
	Iteration 43Q: 3 clusters Score -361329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -361330.000000 Penalty: 2849.230225
	Iteration 44Q: 3 clusters Score -361330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -361330.906250 Penalty: 2849.230225
	Iteration 45Q: 3 clusters Score -361330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -361332.406250 Penalty: 2849.230225
	Iteration 46Q: 3 clusters Score -361332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -361332.406250 Penalty: 2849.230225
	Iteration 47Q: 3 clusters Score -361332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -361333.062500 Penalty: 2849.230225
	Iteration 48Q: 3 clusters Score -361333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -361334.156250 Penalty: 2849.230225
	Iteration 49Q: 3 clusters Score -361334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -361334.625000 Penalty: 2849.230225
	Iteration 50Q: 3 clusters Score -361334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -361334.000000 Penalty: 2849.230225
	Iteration 51Q: 3 clusters Score -361334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -361334.000000 Penalty: 2849.230225
	Iteration 52F: 3 clusters Score -361334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Entering Unmasked Estep 
Score: -681419.000000 Penalty: 1517.529907
	Iteration 0F: 2 clusters Score -681419 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 5698 members 
Entering Unmasked Estep 
Score: -673459.000000 Penalty: 3035.059814
	Iteration 0F: 3 clusters Score -673459 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -676015.812500 Penalty: 3035.059814
	Iteration 1F: 3 clusters Score -676015.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -676260.937500 Penalty: 3035.059814
	Iteration 2F: 3 clusters Score -676260.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -676501.125000 Penalty: 3035.059814
	Iteration 3Q: 3 clusters Score -676501.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -676787.250000 Penalty: 3035.059814
	Iteration 4Q: 3 clusters Score -676787.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -677084.250000 Penalty: 3035.059814
	Iteration 5Q: 3 clusters Score -677084.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -677424.812500 Penalty: 3035.059814
	Iteration 6F: 3 clusters Score -677424.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -677785.375000 Penalty: 3035.059814
	Iteration 7F: 3 clusters Score -677785.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -678159.687500 Penalty: 3035.059814
	Iteration 8F: 3 clusters Score -678159.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -678475.312500 Penalty: 3035.059814
	Iteration 9Q: 3 clusters Score -678475.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -678749.687500 Penalty: 3035.059814
	Iteration 10Q: 3 clusters Score -678749.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -678954.250000 Penalty: 3035.059814
	Iteration 11Q: 3 clusters Score -678954.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -679102.937500 Penalty: 3035.059814
	Iteration 12Q: 3 clusters Score -679102.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -679238.812500 Penalty: 3035.059814
	Iteration 13Q: 3 clusters Score -679238.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -679351.937500 Penalty: 3035.059814
	Iteration 14Q: 3 clusters Score -679351.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -679465.125000 Penalty: 3035.059814
	Iteration 15Q: 3 clusters Score -679465.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -679557.875000 Penalty: 3035.059814
	Iteration 16Q: 3 clusters Score -679557.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -679642.500000 Penalty: 3035.059814
	Iteration 17Q: 3 clusters Score -679642.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -679714.750000 Penalty: 3035.059814
	Iteration 18Q: 3 clusters Score -679714.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -679773.187500 Penalty: 3035.059814
	Iteration 19Q: 3 clusters Score -679773.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -679829.437500 Penalty: 3035.059814
	Iteration 20F: 3 clusters Score -679829.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -679881.062500 Penalty: 3035.059814
	Iteration 21Q: 3 clusters Score -679881.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -679929.187500 Penalty: 3035.059814
	Iteration 22Q: 3 clusters Score -679929.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -679960.812500 Penalty: 3035.059814
	Iteration 23Q: 3 clusters Score -679960.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -679990.062500 Penalty: 3035.059814
	Iteration 24Q: 3 clusters Score -679990.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -680022.312500 Penalty: 3035.059814
	Iteration 25Q: 3 clusters Score -680022.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -680050.625000 Penalty: 3035.059814
	Iteration 26Q: 3 clusters Score -680050.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -680074.125000 Penalty: 3035.059814
	Iteration 27Q: 3 clusters Score -680074.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -680093.312500 Penalty: 3035.059814
	Iteration 28Q: 3 clusters Score -680093.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -680101.125000 Penalty: 3035.059814
	Iteration 29Q: 3 clusters Score -680101.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -680111.000000 Penalty: 3035.059814
	Iteration 30Q: 3 clusters Score -680111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -680121.000000 Penalty: 3035.059814
	Iteration 31Q: 3 clusters Score -680121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -680127.687500 Penalty: 3035.059814
	Iteration 32Q: 3 clusters Score -680127.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -680132.437500 Penalty: 3035.059814
	Iteration 33Q: 3 clusters Score -680132.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -680137.875000 Penalty: 3035.059814
	Iteration 34Q: 3 clusters Score -680137.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -680145.500000 Penalty: 3035.059814
	Iteration 35Q: 3 clusters Score -680145.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -680151.687500 Penalty: 3035.059814
	Iteration 36Q: 3 clusters Score -680151.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -680159.312500 Penalty: 3035.059814
	Iteration 37Q: 3 clusters Score -680159.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -680166.875000 Penalty: 3035.059814
	Iteration 38Q: 3 clusters Score -680166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -680172.062500 Penalty: 3035.059814
	Iteration 39Q: 3 clusters Score -680172.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -680178.187500 Penalty: 3035.059814
	Iteration 40F: 3 clusters Score -680178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -680179.937500 Penalty: 3035.059814
	Iteration 41Q: 3 clusters Score -680179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -680181.562500 Penalty: 3035.059814
	Iteration 42Q: 3 clusters Score -680181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -680182.500000 Penalty: 3035.059814
	Iteration 43Q: 3 clusters Score -680182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -680181.812500 Penalty: 3035.059814
	Iteration 44Q: 3 clusters Score -680181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -680181.062500 Penalty: 3035.059814
	Iteration 45Q: 3 clusters Score -680181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -680180.625000 Penalty: 3035.059814
	Iteration 46Q: 3 clusters Score -680180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -680181.562500 Penalty: 3035.059814
	Iteration 47Q: 3 clusters Score -680181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -680183.250000 Penalty: 3035.059814
	Iteration 48Q: 3 clusters Score -680183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -680182.937500 Penalty: 3035.059814
	Iteration 49Q: 3 clusters Score -680182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -680182.125000 Penalty: 3035.059814
	Iteration 50Q: 3 clusters Score -680182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -680181.937500 Penalty: 3035.059814
	Iteration 51Q: 3 clusters Score -680181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -680182.750000 Penalty: 3035.059814
	Iteration 52Q: 3 clusters Score -680182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -680182.750000 Penalty: 3035.059814
	Iteration 53F: 3 clusters Score -680182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -81470.906250 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -81470.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -79755.578125 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -79755.58 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -80060.546875 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -80060.55 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -80161.765625 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -80161.77 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -80228.492188 Penalty: 2359.441406
	Iteration 3Q: 3 clusters Score -80228.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -80278.921875 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -80278.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -80305.515625 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -80305.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -80328.507812 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -80328.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -80339.968750 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -80339.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -80355.585938 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -80355.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -80372.257812 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -80372.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -80379.015625 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -80379.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -80384.812500 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -80384.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -80389.585938 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -80389.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -80393.414062 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -80393.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -80398.765625 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -80398.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -80404.929688 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -80404.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -80413.164062 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -80413.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -80419.507812 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -80419.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -80424.125000 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -80424.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -80427.421875 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -80427.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -80433.265625 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -80433.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -80444.843750 Penalty: 2359.441406
	Iteration 21Q: 3 clusters Score -80444.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -80459.414062 Penalty: 2359.441406
	Iteration 22Q: 3 clusters Score -80459.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -80475.031250 Penalty: 2359.441406
	Iteration 23Q: 3 clusters Score -80475.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -80493.609375 Penalty: 2359.441406
	Iteration 24Q: 3 clusters Score -80493.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -80507.203125 Penalty: 2359.441406
	Iteration 25Q: 3 clusters Score -80507.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -80518.968750 Penalty: 2359.441406
	Iteration 26Q: 3 clusters Score -80518.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -80526.164062 Penalty: 2359.441406
	Iteration 27Q: 3 clusters Score -80526.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -80531.132812 Penalty: 2359.441406
	Iteration 28Q: 3 clusters Score -80531.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -80535.179688 Penalty: 2359.441406
	Iteration 29Q: 3 clusters Score -80535.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -80541.718750 Penalty: 2359.441406
	Iteration 30Q: 3 clusters Score -80541.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -80548.750000 Penalty: 2359.441406
	Iteration 31Q: 3 clusters Score -80548.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -80554.664062 Penalty: 2359.441406
	Iteration 32Q: 3 clusters Score -80554.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -80556.093750 Penalty: 2359.441406
	Iteration 33Q: 3 clusters Score -80556.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -80558.609375 Penalty: 2359.441406
	Iteration 34Q: 3 clusters Score -80558.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -80560.500000 Penalty: 2359.441406
	Iteration 35Q: 3 clusters Score -80560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -80560.500000 Penalty: 2359.441406
	Iteration 36F: 3 clusters Score -80560.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -66058.859375 Penalty: 1141.071167
	Iteration 0F: 2 clusters Score -66058.86 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 569 members 
Entering Unmasked Estep 
Score: -64505.359375 Penalty: 2282.142334
	Iteration 0F: 3 clusters Score -64505.36 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -64758.453125 Penalty: 2282.142334
	Iteration 1F: 3 clusters Score -64758.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -64832.359375 Penalty: 2282.142334
	Iteration 2F: 3 clusters Score -64832.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -64866.234375 Penalty: 2282.142334
	Iteration 3Q: 3 clusters Score -64866.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -64886.808594 Penalty: 2282.142334
	Iteration 4Q: 3 clusters Score -64886.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -64906.523438 Penalty: 2282.142334
	Iteration 5Q: 3 clusters Score -64906.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64925.332031 Penalty: 2282.142334
	Iteration 6Q: 3 clusters Score -64925.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -64942.070312 Penalty: 2282.142334
	Iteration 7Q: 3 clusters Score -64942.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -64951.722656 Penalty: 2282.142334
	Iteration 8Q: 3 clusters Score -64951.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -64962.601562 Penalty: 2282.142334
	Iteration 9Q: 3 clusters Score -64962.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -64967.101562 Penalty: 2282.142334
	Iteration 10Q: 3 clusters Score -64967.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -64974.929688 Penalty: 2282.142334
	Iteration 11Q: 3 clusters Score -64974.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -64979.234375 Penalty: 2282.142334
	Iteration 12Q: 3 clusters Score -64979.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64980.367188 Penalty: 2282.142334
	Iteration 13Q: 3 clusters Score -64980.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64980.367188 Penalty: 2282.142334
	Iteration 14F: 3 clusters Score -64980.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Entering Unmasked Estep 
Score: -540052.062500 Penalty: 1491.277710
	Iteration 0F: 2 clusters Score -540052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -533048.625000 Penalty: 2982.555420
	Iteration 0F: 3 clusters Score -533048.6 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -535351.937500 Penalty: 2982.555420
	Iteration 1F: 3 clusters Score -535351.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -535894.437500 Penalty: 2982.555420
	Iteration 2F: 3 clusters Score -535894.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -536640.062500 Penalty: 2982.555420
	Iteration 3F: 3 clusters Score -536640.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -537581.750000 Penalty: 2982.555420
	Iteration 4F: 3 clusters Score -537581.8 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -538441.250000 Penalty: 2982.555420
	Iteration 5F: 3 clusters Score -538441.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -539025.500000 Penalty: 2982.555420
	Iteration 6F: 3 clusters Score -539025.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -539384.625000 Penalty: 2982.555420
	Iteration 7Q: 3 clusters Score -539384.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -539565.812500 Penalty: 2982.555420
	Iteration 8Q: 3 clusters Score -539565.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -539664.312500 Penalty: 2982.555420
	Iteration 9Q: 3 clusters Score -539664.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -539730.687500 Penalty: 2982.555420
	Iteration 10Q: 3 clusters Score -539730.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -539770.750000 Penalty: 2982.555420
	Iteration 11Q: 3 clusters Score -539770.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -539797.750000 Penalty: 2982.555420
	Iteration 12Q: 3 clusters Score -539797.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -539814.312500 Penalty: 2982.555420
	Iteration 13Q: 3 clusters Score -539814.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -539827.187500 Penalty: 2982.555420
	Iteration 14Q: 3 clusters Score -539827.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -539836.687500 Penalty: 2982.555420
	Iteration 15Q: 3 clusters Score -539836.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -539844.500000 Penalty: 2982.555420
	Iteration 16Q: 3 clusters Score -539844.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -539849.937500 Penalty: 2982.555420
	Iteration 17Q: 3 clusters Score -539849.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -539852.312500 Penalty: 2982.555420
	Iteration 18Q: 3 clusters Score -539852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -539853.437500 Penalty: 2982.555420
	Iteration 19Q: 3 clusters Score -539853.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -539853.500000 Penalty: 2982.555420
	Iteration 20F: 3 clusters Score -539853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -539854.937500 Penalty: 2982.555420
	Iteration 21Q: 3 clusters Score -539854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -539855.937500 Penalty: 2982.555420
	Iteration 22Q: 3 clusters Score -539855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -539855.937500 Penalty: 2982.555420
	Iteration 23F: 3 clusters Score -539855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -335876.031250 Penalty: 1407.403809
	Iteration 0F: 2 clusters Score -335876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -331436.281250 Penalty: 2814.807617
	Iteration 0F: 3 clusters Score -331436.3 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -332700.750000 Penalty: 2814.807617
	Iteration 1F: 3 clusters Score -332700.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -332949.218750 Penalty: 2814.807617
	Iteration 2F: 3 clusters Score -332949.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -333150.968750 Penalty: 2814.807617
	Iteration 3F: 3 clusters Score -333151 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -333353.093750 Penalty: 2814.807617
	Iteration 4F: 3 clusters Score -333353.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -333550.281250 Penalty: 2814.807617
	Iteration 5F: 3 clusters Score -333550.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -333767.281250 Penalty: 2814.807617
	Iteration 6F: 3 clusters Score -333767.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -333956.437500 Penalty: 2814.807617
	Iteration 7Q: 3 clusters Score -333956.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -334119.218750 Penalty: 2814.807617
	Iteration 8Q: 3 clusters Score -334119.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -334260.531250 Penalty: 2814.807617
	Iteration 9Q: 3 clusters Score -334260.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -334362.781250 Penalty: 2814.807617
	Iteration 10Q: 3 clusters Score -334362.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -334434.125000 Penalty: 2814.807617
	Iteration 11Q: 3 clusters Score -334434.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -334483.593750 Penalty: 2814.807617
	Iteration 12Q: 3 clusters Score -334483.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -334512.562500 Penalty: 2814.807617
	Iteration 13Q: 3 clusters Score -334512.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -334531.718750 Penalty: 2814.807617
	Iteration 14Q: 3 clusters Score -334531.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -334547.500000 Penalty: 2814.807617
	Iteration 15Q: 3 clusters Score -334547.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334561.250000 Penalty: 2814.807617
	Iteration 16Q: 3 clusters Score -334561.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -334569.687500 Penalty: 2814.807617
	Iteration 17Q: 3 clusters Score -334569.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -334576.187500 Penalty: 2814.807617
	Iteration 18Q: 3 clusters Score -334576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -334581.656250 Penalty: 2814.807617
	Iteration 19Q: 3 clusters Score -334581.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -334584.718750 Penalty: 2814.807617
	Iteration 20F: 3 clusters Score -334584.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -334588.375000 Penalty: 2814.807617
	Iteration 21Q: 3 clusters Score -334588.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -334591.031250 Penalty: 2814.807617
	Iteration 22Q: 3 clusters Score -334591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -334594.906250 Penalty: 2814.807617
	Iteration 23Q: 3 clusters Score -334594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -334596.187500 Penalty: 2814.807617
	Iteration 24Q: 3 clusters Score -334596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -334598.968750 Penalty: 2814.807617
	Iteration 25Q: 3 clusters Score -334599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -334603.406250 Penalty: 2814.807617
	Iteration 26Q: 3 clusters Score -334603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -334607.781250 Penalty: 2814.807617
	Iteration 27Q: 3 clusters Score -334607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -334608.843750 Penalty: 2814.807617
	Iteration 28Q: 3 clusters Score -334608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -334610.812500 Penalty: 2814.807617
	Iteration 29Q: 3 clusters Score -334610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -334612.218750 Penalty: 2814.807617
	Iteration 30Q: 3 clusters Score -334612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -334613.062500 Penalty: 2814.807617
	Iteration 31Q: 3 clusters Score -334613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -334613.968750 Penalty: 2814.807617
	Iteration 32Q: 3 clusters Score -334614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -334614.812500 Penalty: 2814.807617
	Iteration 33Q: 3 clusters Score -334614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -334614.812500 Penalty: 2814.807617
	Iteration 34F: 3 clusters Score -334614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -189359.687500 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -189359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -186528.718750 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -186528.7 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -187216.781250 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -187216.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -187344.421875 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -187344.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -187407.312500 Penalty: 2624.463379
	Iteration 3Q: 3 clusters Score -187407.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -187458.515625 Penalty: 2624.463379
	Iteration 4Q: 3 clusters Score -187458.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -187519.406250 Penalty: 2624.463379
	Iteration 5Q: 3 clusters Score -187519.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -187591.703125 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -187591.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -187672.843750 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -187672.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -187765.453125 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -187765.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -187893.125000 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -187893.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -187997.531250 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -187997.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -188085.281250 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -188085.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -188167.593750 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -188167.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188225.656250 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -188225.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188273.343750 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -188273.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -188311.843750 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -188311.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -188345.015625 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -188345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188370.703125 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -188370.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -188391.765625 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -188391.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188402.234375 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -188402.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188408.640625 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -188408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -188414.203125 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -188414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -188419.796875 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -188419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -188426.078125 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -188426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -188428.796875 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -188428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188430.328125 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -188430.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188433.906250 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -188433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188438.968750 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -188439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188443.843750 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -188443.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -188449.875000 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -188449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -188454.843750 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -188454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -188456.515625 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -188456.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188457.453125 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -188457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -188458.156250 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -188458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188458.375000 Penalty: 2624.463379
	Iteration 34Q: 3 clusters Score -188458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188458.437500 Penalty: 2624.463379
	Iteration 35Q: 3 clusters Score -188458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188460.187500 Penalty: 2624.463379
	Iteration 36Q: 3 clusters Score -188460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188460.656250 Penalty: 2624.463379
	Iteration 37Q: 3 clusters Score -188460.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188461.062500 Penalty: 2624.463379
	Iteration 38Q: 3 clusters Score -188461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188461.062500 Penalty: 2624.463379
	Iteration 39F: 3 clusters Score -188461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -128803.679688 Penalty: 1255.366089
	Iteration 0F: 2 clusters Score -128803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -126602.570312 Penalty: 2510.732178
	Iteration 0F: 3 clusters Score -126602.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -127043.726562 Penalty: 2510.732178
	Iteration 1F: 3 clusters Score -127043.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127151.984375 Penalty: 2510.732178
	Iteration 2F: 3 clusters Score -127152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -127218.445312 Penalty: 2510.732178
	Iteration 3Q: 3 clusters Score -127218.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -127250.554688 Penalty: 2510.732178
	Iteration 4Q: 3 clusters Score -127250.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -127286.453125 Penalty: 2510.732178
	Iteration 5Q: 3 clusters Score -127286.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -127314.789062 Penalty: 2510.732178
	Iteration 6Q: 3 clusters Score -127314.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127341.648438 Penalty: 2510.732178
	Iteration 7Q: 3 clusters Score -127341.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -127362.375000 Penalty: 2510.732178
	Iteration 8Q: 3 clusters Score -127362.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127375.421875 Penalty: 2510.732178
	Iteration 9Q: 3 clusters Score -127375.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -127395.828125 Penalty: 2510.732178
	Iteration 10Q: 3 clusters Score -127395.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -127417.695312 Penalty: 2510.732178
	Iteration 11Q: 3 clusters Score -127417.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -127432.492188 Penalty: 2510.732178
	Iteration 12Q: 3 clusters Score -127432.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -127440.648438 Penalty: 2510.732178
	Iteration 13Q: 3 clusters Score -127440.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127452.164062 Penalty: 2510.732178
	Iteration 14Q: 3 clusters Score -127452.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127472.695312 Penalty: 2510.732178
	Iteration 15Q: 3 clusters Score -127472.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127492.062500 Penalty: 2510.732178
	Iteration 16Q: 3 clusters Score -127492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127512.570312 Penalty: 2510.732178
	Iteration 17Q: 3 clusters Score -127512.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127533.531250 Penalty: 2510.732178
	Iteration 18Q: 3 clusters Score -127533.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127556.734375 Penalty: 2510.732178
	Iteration 19Q: 3 clusters Score -127556.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -127578.671875 Penalty: 2510.732178
	Iteration 20F: 3 clusters Score -127578.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -127607.828125 Penalty: 2510.732178
	Iteration 21Q: 3 clusters Score -127607.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127644.390625 Penalty: 2510.732178
	Iteration 22Q: 3 clusters Score -127644.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127674.585938 Penalty: 2510.732178
	Iteration 23Q: 3 clusters Score -127674.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -127721.367188 Penalty: 2510.732178
	Iteration 24Q: 3 clusters Score -127721.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -127769.468750 Penalty: 2510.732178
	Iteration 25Q: 3 clusters Score -127769.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127830.070312 Penalty: 2510.732178
	Iteration 26Q: 3 clusters Score -127830.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127892.804688 Penalty: 2510.732178
	Iteration 27Q: 3 clusters Score -127892.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127939.296875 Penalty: 2510.732178
	Iteration 28Q: 3 clusters Score -127939.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127972.843750 Penalty: 2510.732178
	Iteration 29Q: 3 clusters Score -127972.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127989.507812 Penalty: 2510.732178
	Iteration 30Q: 3 clusters Score -127989.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128003.179688 Penalty: 2510.732178
	Iteration 31Q: 3 clusters Score -128003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128009.828125 Penalty: 2510.732178
	Iteration 32Q: 3 clusters Score -128009.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128018.218750 Penalty: 2510.732178
	Iteration 33Q: 3 clusters Score -128018.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128025.273438 Penalty: 2510.732178
	Iteration 34Q: 3 clusters Score -128025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -128031.390625 Penalty: 2510.732178
	Iteration 35Q: 3 clusters Score -128031.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128035.898438 Penalty: 2510.732178
	Iteration 36Q: 3 clusters Score -128035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -128038.703125 Penalty: 2510.732178
	Iteration 37Q: 3 clusters Score -128038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128040.015625 Penalty: 2510.732178
	Iteration 38Q: 3 clusters Score -128040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128041.687500 Penalty: 2510.732178
	Iteration 39Q: 3 clusters Score -128041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -128044.179688 Penalty: 2510.732178
	Iteration 40F: 3 clusters Score -128044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128046.070312 Penalty: 2510.732178
	Iteration 41Q: 3 clusters Score -128046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128047.757812 Penalty: 2510.732178
	Iteration 42Q: 3 clusters Score -128047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128049.046875 Penalty: 2510.732178
	Iteration 43Q: 3 clusters Score -128049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128051.687500 Penalty: 2510.732178
	Iteration 44Q: 3 clusters Score -128051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128056.125000 Penalty: 2510.732178
	Iteration 45Q: 3 clusters Score -128056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128059.656250 Penalty: 2510.732178
	Iteration 46Q: 3 clusters Score -128059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128062.835938 Penalty: 2510.732178
	Iteration 47Q: 3 clusters Score -128062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128064.421875 Penalty: 2510.732178
	Iteration 48Q: 3 clusters Score -128064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128066.984375 Penalty: 2510.732178
	Iteration 49Q: 3 clusters Score -128067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128067.710938 Penalty: 2510.732178
	Iteration 50Q: 3 clusters Score -128067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -128068.070312 Penalty: 2510.732178
	Iteration 51Q: 3 clusters Score -128068.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -128068.070312 Penalty: 2510.732178
	Iteration 52F: 3 clusters Score -128068.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -80194.007812 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -80194.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -78245.437500 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -78245.44 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -78684.492188 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -78684.49 nChanged 149
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: -78832.843750 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -78832.84 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -78931.398438 Penalty: 2434.059082
	Iteration 3Q: 3 clusters Score -78931.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -78997.687500 Penalty: 2434.059082
	Iteration 4Q: 3 clusters Score -78997.69 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -79063.015625 Penalty: 2434.059082
	Iteration 5Q: 3 clusters Score -79063.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -79140.921875 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -79140.92 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -79237.898438 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -79237.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -79310.289062 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -79310.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -79393.382812 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -79393.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -79469.687500 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -79469.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -79532.312500 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -79532.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -79587.445312 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -79587.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -79636.007812 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -79636.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -79689.382812 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -79689.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -79731.140625 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -79731.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -79761.031250 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -79761.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -79778.968750 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -79778.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -79790.640625 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -79790.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -79800.351562 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -79800.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -79808.070312 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -79808.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -79813.593750 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -79813.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -79822.101562 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -79822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -79827.023438 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -79827.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -79828.195312 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -79828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -79830.320312 Penalty: 2434.059082
	Iteration 25Q: 3 clusters Score -79830.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -79831.976562 Penalty: 2434.059082
	Iteration 26Q: 3 clusters Score -79831.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -79833.234375 Penalty: 2434.059082
	Iteration 27Q: 3 clusters Score -79833.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -79836.210938 Penalty: 2434.059082
	Iteration 28Q: 3 clusters Score -79836.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -79836.882812 Penalty: 2434.059082
	Iteration 29Q: 3 clusters Score -79836.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -79837.359375 Penalty: 2434.059082
	Iteration 30Q: 3 clusters Score -79837.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -79837.875000 Penalty: 2434.059082
	Iteration 31Q: 3 clusters Score -79837.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -79837.875000 Penalty: 2434.059082
	Iteration 32F: 3 clusters Score -79837.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -354533.062500 Penalty: 1415.314819
	Iteration 0F: 2 clusters Score -354533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -349893.875000 Penalty: 2830.629639
	Iteration 0F: 3 clusters Score -349893.9 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -351190.656250 Penalty: 2830.629639
	Iteration 1F: 3 clusters Score -351190.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -351372.562500 Penalty: 2830.629639
	Iteration 2F: 3 clusters Score -351372.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -351512.187500 Penalty: 2830.629639
	Iteration 3F: 3 clusters Score -351512.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -351611.218750 Penalty: 2830.629639
	Iteration 4Q: 3 clusters Score -351611.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -351698.562500 Penalty: 2830.629639
	Iteration 5Q: 3 clusters Score -351698.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -351790.937500 Penalty: 2830.629639
	Iteration 6Q: 3 clusters Score -351790.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -351889.031250 Penalty: 2830.629639
	Iteration 7Q: 3 clusters Score -351889 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -351992.218750 Penalty: 2830.629639
	Iteration 8Q: 3 clusters Score -351992.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -352104.812500 Penalty: 2830.629639
	Iteration 9Q: 3 clusters Score -352104.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -352238.062500 Penalty: 2830.629639
	Iteration 10Q: 3 clusters Score -352238.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -352364.531250 Penalty: 2830.629639
	Iteration 11Q: 3 clusters Score -352364.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -352486.468750 Penalty: 2830.629639
	Iteration 12Q: 3 clusters Score -352486.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -352642.093750 Penalty: 2830.629639
	Iteration 13Q: 3 clusters Score -352642.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -352811.250000 Penalty: 2830.629639
	Iteration 14Q: 3 clusters Score -352811.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -352964.968750 Penalty: 2830.629639
	Iteration 15Q: 3 clusters Score -352965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -353059.937500 Penalty: 2830.629639
	Iteration 16Q: 3 clusters Score -353059.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -353128.718750 Penalty: 2830.629639
	Iteration 17Q: 3 clusters Score -353128.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -353186.593750 Penalty: 2830.629639
	Iteration 18Q: 3 clusters Score -353186.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -353210.250000 Penalty: 2830.629639
	Iteration 19Q: 3 clusters Score -353210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -353222.187500 Penalty: 2830.629639
	Iteration 20F: 3 clusters Score -353222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -353233.062500 Penalty: 2830.629639
	Iteration 21Q: 3 clusters Score -353233.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -353246.843750 Penalty: 2830.629639
	Iteration 22Q: 3 clusters Score -353246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -353263.500000 Penalty: 2830.629639
	Iteration 23Q: 3 clusters Score -353263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -353275.375000 Penalty: 2830.629639
	Iteration 24Q: 3 clusters Score -353275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -353284.312500 Penalty: 2830.629639
	Iteration 25Q: 3 clusters Score -353284.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -353290.437500 Penalty: 2830.629639
	Iteration 26Q: 3 clusters Score -353290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -353294.093750 Penalty: 2830.629639
	Iteration 27Q: 3 clusters Score -353294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -353298.500000 Penalty: 2830.629639
	Iteration 28Q: 3 clusters Score -353298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -353303.593750 Penalty: 2830.629639
	Iteration 29Q: 3 clusters Score -353303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -353307.218750 Penalty: 2830.629639
	Iteration 30Q: 3 clusters Score -353307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -353307.312500 Penalty: 2830.629639
	Iteration 31Q: 3 clusters Score -353307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -353307.312500 Penalty: 2830.629639
	Iteration 32F: 3 clusters Score -353307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -22056.652344 Penalty: 990.937073
	Iteration 0F: 2 clusters Score -22056.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21030.267578 Penalty: 1981.874146
	Iteration 0F: 3 clusters Score -21030.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21195.474609 Penalty: 1981.874146
	Iteration 1F: 3 clusters Score -21195.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21262.978516 Penalty: 1981.874146
	Iteration 2F: 3 clusters Score -21262.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21303.080078 Penalty: 1981.874146
	Iteration 3Q: 3 clusters Score -21303.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21333.664062 Penalty: 1981.874146
	Iteration 4Q: 3 clusters Score -21333.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21361.267578 Penalty: 1981.874146
	Iteration 5Q: 3 clusters Score -21361.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21397.185547 Penalty: 1981.874146
	Iteration 6Q: 3 clusters Score -21397.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21417.310547 Penalty: 1981.874146
	Iteration 7Q: 3 clusters Score -21417.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21438.230469 Penalty: 1981.874146
	Iteration 8Q: 3 clusters Score -21438.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21450.593750 Penalty: 1981.874146
	Iteration 9Q: 3 clusters Score -21450.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21461.708984 Penalty: 1981.874146
	Iteration 10Q: 3 clusters Score -21461.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21479.853516 Penalty: 1981.874146
	Iteration 11Q: 3 clusters Score -21479.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21485.236328 Penalty: 1981.874146
	Iteration 12Q: 3 clusters Score -21485.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21492.632812 Penalty: 1981.874146
	Iteration 13Q: 3 clusters Score -21492.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21500.046875 Penalty: 1981.874146
	Iteration 14Q: 3 clusters Score -21500.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21500.046875 Penalty: 1981.874146
	Iteration 15F: 3 clusters Score -21500.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -386757.750000 Penalty: 1430.580811
	Iteration 0F: 2 clusters Score -386757.8 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 3281 members 
Entering Unmasked Estep 
Score: -381708.687500 Penalty: 2861.161621
	Iteration 0F: 3 clusters Score -381708.7 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -383132.312500 Penalty: 2861.161621
	Iteration 1F: 3 clusters Score -383132.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -383365.093750 Penalty: 2861.161621
	Iteration 2F: 3 clusters Score -383365.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -383547.093750 Penalty: 2861.161621
	Iteration 3F: 3 clusters Score -383547.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -383686.125000 Penalty: 2861.161621
	Iteration 4Q: 3 clusters Score -383686.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -383799.468750 Penalty: 2861.161621
	Iteration 5Q: 3 clusters Score -383799.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -383924.031250 Penalty: 2861.161621
	Iteration 6Q: 3 clusters Score -383924 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -384081.062500 Penalty: 2861.161621
	Iteration 7Q: 3 clusters Score -384081.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -384257.875000 Penalty: 2861.161621
	Iteration 8Q: 3 clusters Score -384257.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -384476.375000 Penalty: 2861.161621
	Iteration 9Q: 3 clusters Score -384476.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -384709.906250 Penalty: 2861.161621
	Iteration 10Q: 3 clusters Score -384709.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -384929.343750 Penalty: 2861.161621
	Iteration 11Q: 3 clusters Score -384929.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -385079.500000 Penalty: 2861.161621
	Iteration 12Q: 3 clusters Score -385079.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -385205.250000 Penalty: 2861.161621
	Iteration 13Q: 3 clusters Score -385205.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -385314.500000 Penalty: 2861.161621
	Iteration 14Q: 3 clusters Score -385314.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -385392.500000 Penalty: 2861.161621
	Iteration 15Q: 3 clusters Score -385392.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -385432.468750 Penalty: 2861.161621
	Iteration 16Q: 3 clusters Score -385432.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -385459.437500 Penalty: 2861.161621
	Iteration 17Q: 3 clusters Score -385459.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -385487.031250 Penalty: 2861.161621
	Iteration 18Q: 3 clusters Score -385487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -385503.875000 Penalty: 2861.161621
	Iteration 19Q: 3 clusters Score -385503.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -385515.656250 Penalty: 2861.161621
	Iteration 20F: 3 clusters Score -385515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -385524.031250 Penalty: 2861.161621
	Iteration 21Q: 3 clusters Score -385524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -385525.531250 Penalty: 2861.161621
	Iteration 22Q: 3 clusters Score -385525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -385527.250000 Penalty: 2861.161621
	Iteration 23Q: 3 clusters Score -385527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -385530.000000 Penalty: 2861.161621
	Iteration 24Q: 3 clusters Score -385530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -385532.031250 Penalty: 2861.161621
	Iteration 25Q: 3 clusters Score -385532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -385533.875000 Penalty: 2861.161621
	Iteration 26Q: 3 clusters Score -385533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -385536.687500 Penalty: 2861.161621
	Iteration 27Q: 3 clusters Score -385536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -385539.062500 Penalty: 2861.161621
	Iteration 28Q: 3 clusters Score -385539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -385541.875000 Penalty: 2861.161621
	Iteration 29Q: 3 clusters Score -385541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -385546.468750 Penalty: 2861.161621
	Iteration 30Q: 3 clusters Score -385546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -385548.781250 Penalty: 2861.161621
	Iteration 31Q: 3 clusters Score -385548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -385551.000000 Penalty: 2861.161621
	Iteration 32Q: 3 clusters Score -385551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -385554.343750 Penalty: 2861.161621
	Iteration 33Q: 3 clusters Score -385554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -385555.656250 Penalty: 2861.161621
	Iteration 34Q: 3 clusters Score -385555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -385559.125000 Penalty: 2861.161621
	Iteration 35Q: 3 clusters Score -385559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -385559.843750 Penalty: 2861.161621
	Iteration 36Q: 3 clusters Score -385559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -385560.312500 Penalty: 2861.161621
	Iteration 37Q: 3 clusters Score -385560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -385563.125000 Penalty: 2861.161621
	Iteration 38Q: 3 clusters Score -385563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -385565.187500 Penalty: 2861.161621
	Iteration 39Q: 3 clusters Score -385565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -385567.531250 Penalty: 2861.161621
	Iteration 40F: 3 clusters Score -385567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -385568.843750 Penalty: 2861.161621
	Iteration 41Q: 3 clusters Score -385568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -385569.093750 Penalty: 2861.161621
	Iteration 42Q: 3 clusters Score -385569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -385569.093750 Penalty: 2861.161621
	Iteration 43F: 3 clusters Score -385569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Entering Unmasked Estep 
Score: -69005.109375 Penalty: 1154.156128
	Iteration 0F: 2 clusters Score -69005.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -67442.039062 Penalty: 2308.312256
	Iteration 0F: 3 clusters Score -67442.04 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -67754.242188 Penalty: 2308.312256
	Iteration 1F: 3 clusters Score -67754.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -67839.882812 Penalty: 2308.312256
	Iteration 2F: 3 clusters Score -67839.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67895.492188 Penalty: 2308.312256
	Iteration 3Q: 3 clusters Score -67895.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67936.562500 Penalty: 2308.312256
	Iteration 4Q: 3 clusters Score -67936.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67959.828125 Penalty: 2308.312256
	Iteration 5Q: 3 clusters Score -67959.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -67978.742188 Penalty: 2308.312256
	Iteration 6Q: 3 clusters Score -67978.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -67998.367188 Penalty: 2308.312256
	Iteration 7Q: 3 clusters Score -67998.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -68012.789062 Penalty: 2308.312256
	Iteration 8Q: 3 clusters Score -68012.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68022.304688 Penalty: 2308.312256
	Iteration 9Q: 3 clusters Score -68022.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -68030.718750 Penalty: 2308.312256
	Iteration 10Q: 3 clusters Score -68030.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -68033.773438 Penalty: 2308.312256
	Iteration 11Q: 3 clusters Score -68033.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -68036.132812 Penalty: 2308.312256
	Iteration 12Q: 3 clusters Score -68036.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68039.320312 Penalty: 2308.312256
	Iteration 13Q: 3 clusters Score -68039.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68041.453125 Penalty: 2308.312256
	Iteration 14Q: 3 clusters Score -68041.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -68046.101562 Penalty: 2308.312256
	Iteration 15Q: 3 clusters Score -68046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -68047.695312 Penalty: 2308.312256
	Iteration 16Q: 3 clusters Score -68047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -68052.507812 Penalty: 2308.312256
	Iteration 17Q: 3 clusters Score -68052.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68056.898438 Penalty: 2308.312256
	Iteration 18Q: 3 clusters Score -68056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68061.601562 Penalty: 2308.312256
	Iteration 19Q: 3 clusters Score -68061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -68065.210938 Penalty: 2308.312256
	Iteration 20F: 3 clusters Score -68065.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68070.882812 Penalty: 2308.312256
	Iteration 21Q: 3 clusters Score -68070.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -68075.453125 Penalty: 2308.312256
	Iteration 22Q: 3 clusters Score -68075.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -68081.085938 Penalty: 2308.312256
	Iteration 23Q: 3 clusters Score -68081.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -68085.171875 Penalty: 2308.312256
	Iteration 24Q: 3 clusters Score -68085.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68086.820312 Penalty: 2308.312256
	Iteration 25Q: 3 clusters Score -68086.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -68087.062500 Penalty: 2308.312256
	Iteration 26Q: 3 clusters Score -68087.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68087.882812 Penalty: 2308.312256
	Iteration 27Q: 3 clusters Score -68087.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68088.179688 Penalty: 2308.312256
	Iteration 28Q: 3 clusters Score -68088.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68088.179688 Penalty: 2308.312256
	Iteration 29F: 3 clusters Score -68088.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -19897.687500 Penalty: 987.616882
	Iteration 0F: 2 clusters Score -19897.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18865.396484 Penalty: 1975.233765
	Iteration 0F: 3 clusters Score -18865.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18982.029297 Penalty: 1975.233765
	Iteration 1F: 3 clusters Score -18982.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19023.394531 Penalty: 1975.233765
	Iteration 2Q: 3 clusters Score -19023.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19041.472656 Penalty: 1975.233765
	Iteration 3Q: 3 clusters Score -19041.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19073.076172 Penalty: 1975.233765
	Iteration 4Q: 3 clusters Score -19073.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19088.753906 Penalty: 1975.233765
	Iteration 5Q: 3 clusters Score -19088.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19121.787109 Penalty: 1975.233765
	Iteration 6Q: 3 clusters Score -19121.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19140.552734 Penalty: 1975.233765
	Iteration 7Q: 3 clusters Score -19140.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19155.847656 Penalty: 1975.233765
	Iteration 8Q: 3 clusters Score -19155.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19174.669922 Penalty: 1975.233765
	Iteration 9Q: 3 clusters Score -19174.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19184.574219 Penalty: 1975.233765
	Iteration 10Q: 3 clusters Score -19184.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19201.011719 Penalty: 1975.233765
	Iteration 11Q: 3 clusters Score -19201.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19226.181641 Penalty: 1975.233765
	Iteration 12Q: 3 clusters Score -19226.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19253.880859 Penalty: 1975.233765
	Iteration 13Q: 3 clusters Score -19253.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19273.712891 Penalty: 1975.233765
	Iteration 14Q: 3 clusters Score -19273.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19276.607422 Penalty: 1975.233765
	Iteration 15Q: 3 clusters Score -19276.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19280.447266 Penalty: 1975.233765
	Iteration 16Q: 3 clusters Score -19280.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19289.607422 Penalty: 1975.233765
	Iteration 17Q: 3 clusters Score -19289.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19295.154297 Penalty: 1975.233765
	Iteration 18Q: 3 clusters Score -19295.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19298.587891 Penalty: 1975.233765
	Iteration 19Q: 3 clusters Score -19298.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -19299.839844 Penalty: 1975.233765
	Iteration 20F: 3 clusters Score -19299.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Entering Unmasked Estep 
Score: -963393.125000 Penalty: 1580.354370
	Iteration 0F: 2 clusters Score -963393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -951869.812500 Penalty: 3160.708740
	Iteration 0F: 3 clusters Score -951869.8 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -956335.687500 Penalty: 3160.708740
	Iteration 1F: 3 clusters Score -956335.7 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -956885.937500 Penalty: 3160.708740
	Iteration 2F: 3 clusters Score -956885.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -957475.937500 Penalty: 3160.708740
	Iteration 3F: 3 clusters Score -957475.9 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -958096.875000 Penalty: 3160.708740
	Iteration 4F: 3 clusters Score -958096.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -958708.812500 Penalty: 3160.708740
	Iteration 5F: 3 clusters Score -958708.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -959251.187500 Penalty: 3160.708740
	Iteration 6F: 3 clusters Score -959251.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -959705.062500 Penalty: 3160.708740
	Iteration 7Q: 3 clusters Score -959705.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -960100.562500 Penalty: 3160.708740
	Iteration 8Q: 3 clusters Score -960100.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -960454.687500 Penalty: 3160.708740
	Iteration 9Q: 3 clusters Score -960454.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -960718.125000 Penalty: 3160.708740
	Iteration 10Q: 3 clusters Score -960718.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -960992.687500 Penalty: 3160.708740
	Iteration 11Q: 3 clusters Score -960992.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -961251.375000 Penalty: 3160.708740
	Iteration 12Q: 3 clusters Score -961251.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -961492.562500 Penalty: 3160.708740
	Iteration 13Q: 3 clusters Score -961492.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -961690.562500 Penalty: 3160.708740
	Iteration 14Q: 3 clusters Score -961690.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -961901.500000 Penalty: 3160.708740
	Iteration 15Q: 3 clusters Score -961901.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -962079.312500 Penalty: 3160.708740
	Iteration 16Q: 3 clusters Score -962079.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -962211.312500 Penalty: 3160.708740
	Iteration 17Q: 3 clusters Score -962211.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -962321.562500 Penalty: 3160.708740
	Iteration 18Q: 3 clusters Score -962321.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -962395.625000 Penalty: 3160.708740
	Iteration 19Q: 3 clusters Score -962395.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -962441.062500 Penalty: 3160.708740
	Iteration 20F: 3 clusters Score -962441.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -962468.500000 Penalty: 3160.708740
	Iteration 21Q: 3 clusters Score -962468.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -962493.375000 Penalty: 3160.708740
	Iteration 22Q: 3 clusters Score -962493.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -962510.312500 Penalty: 3160.708740
	Iteration 23Q: 3 clusters Score -962510.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -962519.750000 Penalty: 3160.708740
	Iteration 24Q: 3 clusters Score -962519.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -962524.875000 Penalty: 3160.708740
	Iteration 25Q: 3 clusters Score -962524.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -962530.562500 Penalty: 3160.708740
	Iteration 26Q: 3 clusters Score -962530.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -962533.250000 Penalty: 3160.708740
	Iteration 27Q: 3 clusters Score -962533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -962535.937500 Penalty: 3160.708740
	Iteration 28Q: 3 clusters Score -962535.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -962539.437500 Penalty: 3160.708740
	Iteration 29Q: 3 clusters Score -962539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -962541.625000 Penalty: 3160.708740
	Iteration 30Q: 3 clusters Score -962541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -962541.500000 Penalty: 3160.708740
	Iteration 31Q: 3 clusters Score -962541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -962541.812500 Penalty: 3160.708740
	Iteration 32Q: 3 clusters Score -962541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -962543.250000 Penalty: 3160.708740
	Iteration 33Q: 3 clusters Score -962543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -962543.375000 Penalty: 3160.708740
	Iteration 34Q: 3 clusters Score -962543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -962543.000000 Penalty: 3160.708740
	Iteration 35Q: 3 clusters Score -962543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -962544.187500 Penalty: 3160.708740
	Iteration 36Q: 3 clusters Score -962544.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -962546.125000 Penalty: 3160.708740
	Iteration 37Q: 3 clusters Score -962546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -962546.625000 Penalty: 3160.708740
	Iteration 38Q: 3 clusters Score -962546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -962546.937500 Penalty: 3160.708740
	Iteration 39Q: 3 clusters Score -962546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -962547.125000 Penalty: 3160.708740
	Iteration 40F: 3 clusters Score -962547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -962547.250000 Penalty: 3160.708740
	Iteration 41Q: 3 clusters Score -962547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -962547.250000 Penalty: 3160.708740
	Iteration 42F: 3 clusters Score -962547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Entering Unmasked Estep 
Score: -658060.687500 Penalty: 1516.684448
	Iteration 0F: 2 clusters Score -658060.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -650121.375000 Penalty: 3033.368896
	Iteration 0F: 3 clusters Score -650121.4 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -652922.625000 Penalty: 3033.368896
	Iteration 1F: 3 clusters Score -652922.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -653458.312500 Penalty: 3033.368896
	Iteration 2F: 3 clusters Score -653458.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -653946.062500 Penalty: 3033.368896
	Iteration 3F: 3 clusters Score -653946.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -654412.000000 Penalty: 3033.368896
	Iteration 4F: 3 clusters Score -654412 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -654818.812500 Penalty: 3033.368896
	Iteration 5F: 3 clusters Score -654818.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -655172.437500 Penalty: 3033.368896
	Iteration 6F: 3 clusters Score -655172.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -655494.312500 Penalty: 3033.368896
	Iteration 7Q: 3 clusters Score -655494.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -655766.437500 Penalty: 3033.368896
	Iteration 8Q: 3 clusters Score -655766.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -655977.625000 Penalty: 3033.368896
	Iteration 9Q: 3 clusters Score -655977.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -656156.875000 Penalty: 3033.368896
	Iteration 10Q: 3 clusters Score -656156.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -656286.625000 Penalty: 3033.368896
	Iteration 11Q: 3 clusters Score -656286.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -656394.187500 Penalty: 3033.368896
	Iteration 12Q: 3 clusters Score -656394.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -656482.687500 Penalty: 3033.368896
	Iteration 13Q: 3 clusters Score -656482.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -656560.937500 Penalty: 3033.368896
	Iteration 14Q: 3 clusters Score -656560.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -656629.062500 Penalty: 3033.368896
	Iteration 15Q: 3 clusters Score -656629.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -656681.812500 Penalty: 3033.368896
	Iteration 16Q: 3 clusters Score -656681.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -656717.375000 Penalty: 3033.368896
	Iteration 17Q: 3 clusters Score -656717.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -656748.125000 Penalty: 3033.368896
	Iteration 18Q: 3 clusters Score -656748.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -656781.312500 Penalty: 3033.368896
	Iteration 19Q: 3 clusters Score -656781.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -656802.500000 Penalty: 3033.368896
	Iteration 20F: 3 clusters Score -656802.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -656816.625000 Penalty: 3033.368896
	Iteration 21Q: 3 clusters Score -656816.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -656823.125000 Penalty: 3033.368896
	Iteration 22Q: 3 clusters Score -656823.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -656830.500000 Penalty: 3033.368896
	Iteration 23Q: 3 clusters Score -656830.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -656836.687500 Penalty: 3033.368896
	Iteration 24Q: 3 clusters Score -656836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -656839.437500 Penalty: 3033.368896
	Iteration 25Q: 3 clusters Score -656839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -656839.500000 Penalty: 3033.368896
	Iteration 26Q: 3 clusters Score -656839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -656840.625000 Penalty: 3033.368896
	Iteration 27Q: 3 clusters Score -656840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -656840.625000 Penalty: 3033.368896
	Iteration 28F: 3 clusters Score -656840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -707059.187500 Penalty: 1521.734497
	Iteration 0F: 2 clusters Score -707059.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -698766.937500 Penalty: 3043.468994
	Iteration 0F: 3 clusters Score -698766.9 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -701561.125000 Penalty: 3043.468994
	Iteration 1F: 3 clusters Score -701561.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -701910.687500 Penalty: 3043.468994
	Iteration 2F: 3 clusters Score -701910.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -702242.875000 Penalty: 3043.468994
	Iteration 3F: 3 clusters Score -702242.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -702559.250000 Penalty: 3043.468994
	Iteration 4F: 3 clusters Score -702559.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -702890.875000 Penalty: 3043.468994
	Iteration 5F: 3 clusters Score -702890.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -703234.062500 Penalty: 3043.468994
	Iteration 6Q: 3 clusters Score -703234.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -703606.187500 Penalty: 3043.468994
	Iteration 7F: 3 clusters Score -703606.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -703997.187500 Penalty: 3043.468994
	Iteration 8Q: 3 clusters Score -703997.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -704383.375000 Penalty: 3043.468994
	Iteration 9Q: 3 clusters Score -704383.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -704729.187500 Penalty: 3043.468994
	Iteration 10Q: 3 clusters Score -704729.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -704985.750000 Penalty: 3043.468994
	Iteration 11Q: 3 clusters Score -704985.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -705126.875000 Penalty: 3043.468994
	Iteration 12Q: 3 clusters Score -705126.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -705214.312500 Penalty: 3043.468994
	Iteration 13Q: 3 clusters Score -705214.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -705267.250000 Penalty: 3043.468994
	Iteration 14Q: 3 clusters Score -705267.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -705312.625000 Penalty: 3043.468994
	Iteration 15Q: 3 clusters Score -705312.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -705373.750000 Penalty: 3043.468994
	Iteration 16Q: 3 clusters Score -705373.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -705423.062500 Penalty: 3043.468994
	Iteration 17Q: 3 clusters Score -705423.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -705466.000000 Penalty: 3043.468994
	Iteration 18Q: 3 clusters Score -705466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -705513.875000 Penalty: 3043.468994
	Iteration 19Q: 3 clusters Score -705513.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -705545.937500 Penalty: 3043.468994
	Iteration 20F: 3 clusters Score -705545.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -705568.000000 Penalty: 3043.468994
	Iteration 21Q: 3 clusters Score -705568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -705585.687500 Penalty: 3043.468994
	Iteration 22Q: 3 clusters Score -705585.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -705602.812500 Penalty: 3043.468994
	Iteration 23Q: 3 clusters Score -705602.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -705621.625000 Penalty: 3043.468994
	Iteration 24Q: 3 clusters Score -705621.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -705639.187500 Penalty: 3043.468994
	Iteration 25Q: 3 clusters Score -705639.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -705656.562500 Penalty: 3043.468994
	Iteration 26Q: 3 clusters Score -705656.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -705667.937500 Penalty: 3043.468994
	Iteration 27Q: 3 clusters Score -705667.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -705676.187500 Penalty: 3043.468994
	Iteration 28Q: 3 clusters Score -705676.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -705682.562500 Penalty: 3043.468994
	Iteration 29Q: 3 clusters Score -705682.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -705686.000000 Penalty: 3043.468994
	Iteration 30Q: 3 clusters Score -705686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -705691.687500 Penalty: 3043.468994
	Iteration 31Q: 3 clusters Score -705691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -705693.062500 Penalty: 3043.468994
	Iteration 32Q: 3 clusters Score -705693.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -705695.125000 Penalty: 3043.468994
	Iteration 33Q: 3 clusters Score -705695.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -705698.250000 Penalty: 3043.468994
	Iteration 34Q: 3 clusters Score -705698.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -705704.125000 Penalty: 3043.468994
	Iteration 35Q: 3 clusters Score -705704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -705706.187500 Penalty: 3043.468994
	Iteration 36Q: 3 clusters Score -705706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -705707.625000 Penalty: 3043.468994
	Iteration 37Q: 3 clusters Score -705707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -705709.875000 Penalty: 3043.468994
	Iteration 38Q: 3 clusters Score -705709.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -705709.875000 Penalty: 3043.468994
	Iteration 39Q: 3 clusters Score -705709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -705712.312500 Penalty: 3043.468994
	Iteration 40F: 3 clusters Score -705712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -705713.812500 Penalty: 3043.468994
	Iteration 41Q: 3 clusters Score -705713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -705713.875000 Penalty: 3043.468994
	Iteration 42Q: 3 clusters Score -705713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -705714.937500 Penalty: 3043.468994
	Iteration 43Q: 3 clusters Score -705714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -705714.375000 Penalty: 3043.468994
	Iteration 44Q: 3 clusters Score -705714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -705714.375000 Penalty: 3043.468994
	Iteration 45F: 3 clusters Score -705714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -76882.859375 Penalty: 1177.070923
	Iteration 0F: 2 clusters Score -76882.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75193.187500 Penalty: 2354.141846
	Iteration 0F: 3 clusters Score -75193.19 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75563.203125 Penalty: 2354.141846
	Iteration 1F: 3 clusters Score -75563.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -75739.984375 Penalty: 2354.141846
	Iteration 2F: 3 clusters Score -75739.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75848.890625 Penalty: 2354.141846
	Iteration 3F: 3 clusters Score -75848.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75935.789062 Penalty: 2354.141846
	Iteration 4F: 3 clusters Score -75935.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75985.671875 Penalty: 2354.141846
	Iteration 5Q: 3 clusters Score -75985.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76017.421875 Penalty: 2354.141846
	Iteration 6Q: 3 clusters Score -76017.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76042.023438 Penalty: 2354.141846
	Iteration 7Q: 3 clusters Score -76042.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76065.828125 Penalty: 2354.141846
	Iteration 8Q: 3 clusters Score -76065.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76086.851562 Penalty: 2354.141846
	Iteration 9Q: 3 clusters Score -76086.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76104.382812 Penalty: 2354.141846
	Iteration 10Q: 3 clusters Score -76104.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76126.031250 Penalty: 2354.141846
	Iteration 11Q: 3 clusters Score -76126.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76142.562500 Penalty: 2354.141846
	Iteration 12Q: 3 clusters Score -76142.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76158.601562 Penalty: 2354.141846
	Iteration 13Q: 3 clusters Score -76158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76164.109375 Penalty: 2354.141846
	Iteration 14Q: 3 clusters Score -76164.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76164.531250 Penalty: 2354.141846
	Iteration 15Q: 3 clusters Score -76164.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76165.296875 Penalty: 2354.141846
	Iteration 16Q: 3 clusters Score -76165.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76165.453125 Penalty: 2354.141846
	Iteration 17Q: 3 clusters Score -76165.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76165.453125 Penalty: 2354.141846
	Iteration 18F: 3 clusters Score -76165.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -149830.531250 Penalty: 1267.593140
	Iteration 0F: 2 clusters Score -149830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -147515.296875 Penalty: 2535.186279
	Iteration 0F: 3 clusters Score -147515.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -148029.437500 Penalty: 2535.186279
	Iteration 1F: 3 clusters Score -148029.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -148130.375000 Penalty: 2535.186279
	Iteration 2F: 3 clusters Score -148130.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -148179.265625 Penalty: 2535.186279
	Iteration 3Q: 3 clusters Score -148179.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -148218.781250 Penalty: 2535.186279
	Iteration 4Q: 3 clusters Score -148218.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -148252.671875 Penalty: 2535.186279
	Iteration 5Q: 3 clusters Score -148252.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -148272.953125 Penalty: 2535.186279
	Iteration 6Q: 3 clusters Score -148273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -148287.390625 Penalty: 2535.186279
	Iteration 7Q: 3 clusters Score -148287.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -148308.109375 Penalty: 2535.186279
	Iteration 8Q: 3 clusters Score -148308.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -148323.125000 Penalty: 2535.186279
	Iteration 9Q: 3 clusters Score -148323.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -148330.796875 Penalty: 2535.186279
	Iteration 10Q: 3 clusters Score -148330.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -148335.609375 Penalty: 2535.186279
	Iteration 11Q: 3 clusters Score -148335.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -148339.453125 Penalty: 2535.186279
	Iteration 12Q: 3 clusters Score -148339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -148341.609375 Penalty: 2535.186279
	Iteration 13Q: 3 clusters Score -148341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -148344.328125 Penalty: 2535.186279
	Iteration 14Q: 3 clusters Score -148344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -148346.656250 Penalty: 2535.186279
	Iteration 15Q: 3 clusters Score -148346.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -148349.968750 Penalty: 2535.186279
	Iteration 16Q: 3 clusters Score -148350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -148352.375000 Penalty: 2535.186279
	Iteration 17Q: 3 clusters Score -148352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -148355.343750 Penalty: 2535.186279
	Iteration 18Q: 3 clusters Score -148355.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -148360.828125 Penalty: 2535.186279
	Iteration 19Q: 3 clusters Score -148360.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -148367.046875 Penalty: 2535.186279
	Iteration 20F: 3 clusters Score -148367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -148370.953125 Penalty: 2535.186279
	Iteration 21Q: 3 clusters Score -148371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -148376.046875 Penalty: 2535.186279
	Iteration 22Q: 3 clusters Score -148376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -148379.656250 Penalty: 2535.186279
	Iteration 23Q: 3 clusters Score -148379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -148383.093750 Penalty: 2535.186279
	Iteration 24Q: 3 clusters Score -148383.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -148384.187500 Penalty: 2535.186279
	Iteration 25Q: 3 clusters Score -148384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -148384.187500 Penalty: 2535.186279
	Iteration 26F: 3 clusters Score -148384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -157733.828125 Penalty: 1284.813843
	Iteration 0F: 2 clusters Score -157733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -155209.890625 Penalty: 2569.627686
	Iteration 0F: 3 clusters Score -155209.9 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -155826.062500 Penalty: 2569.627686
	Iteration 1F: 3 clusters Score -155826.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -155983.484375 Penalty: 2569.627686
	Iteration 2F: 3 clusters Score -155983.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -156097.640625 Penalty: 2569.627686
	Iteration 3F: 3 clusters Score -156097.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -156172.984375 Penalty: 2569.627686
	Iteration 4Q: 3 clusters Score -156173 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -156246.468750 Penalty: 2569.627686
	Iteration 5Q: 3 clusters Score -156246.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -156312.296875 Penalty: 2569.627686
	Iteration 6Q: 3 clusters Score -156312.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -156353.921875 Penalty: 2569.627686
	Iteration 7Q: 3 clusters Score -156353.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -156389.359375 Penalty: 2569.627686
	Iteration 8Q: 3 clusters Score -156389.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -156421.171875 Penalty: 2569.627686
	Iteration 9Q: 3 clusters Score -156421.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -156455.953125 Penalty: 2569.627686
	Iteration 10Q: 3 clusters Score -156456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -156490.250000 Penalty: 2569.627686
	Iteration 11Q: 3 clusters Score -156490.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -156517.578125 Penalty: 2569.627686
	Iteration 12Q: 3 clusters Score -156517.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -156544.140625 Penalty: 2569.627686
	Iteration 13Q: 3 clusters Score -156544.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -156561.796875 Penalty: 2569.627686
	Iteration 14Q: 3 clusters Score -156561.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -156574.406250 Penalty: 2569.627686
	Iteration 15Q: 3 clusters Score -156574.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -156592.734375 Penalty: 2569.627686
	Iteration 16Q: 3 clusters Score -156592.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -156607.468750 Penalty: 2569.627686
	Iteration 17Q: 3 clusters Score -156607.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -156619.984375 Penalty: 2569.627686
	Iteration 18Q: 3 clusters Score -156620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -156632.406250 Penalty: 2569.627686
	Iteration 19Q: 3 clusters Score -156632.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -156641.578125 Penalty: 2569.627686
	Iteration 20F: 3 clusters Score -156641.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -156656.390625 Penalty: 2569.627686
	Iteration 21Q: 3 clusters Score -156656.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -156665.593750 Penalty: 2569.627686
	Iteration 22Q: 3 clusters Score -156665.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -156677.453125 Penalty: 2569.627686
	Iteration 23Q: 3 clusters Score -156677.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -156685.312500 Penalty: 2569.627686
	Iteration 24Q: 3 clusters Score -156685.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -156698.062500 Penalty: 2569.627686
	Iteration 25Q: 3 clusters Score -156698.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -156715.281250 Penalty: 2569.627686
	Iteration 26Q: 3 clusters Score -156715.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -156734.796875 Penalty: 2569.627686
	Iteration 27Q: 3 clusters Score -156734.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -156755.046875 Penalty: 2569.627686
	Iteration 28Q: 3 clusters Score -156755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -156774.859375 Penalty: 2569.627686
	Iteration 29Q: 3 clusters Score -156774.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -156791.046875 Penalty: 2569.627686
	Iteration 30Q: 3 clusters Score -156791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -156812.281250 Penalty: 2569.627686
	Iteration 31Q: 3 clusters Score -156812.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -156830.906250 Penalty: 2569.627686
	Iteration 32Q: 3 clusters Score -156830.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -156855.750000 Penalty: 2569.627686
	Iteration 33Q: 3 clusters Score -156855.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -156880.875000 Penalty: 2569.627686
	Iteration 34Q: 3 clusters Score -156880.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -156893.531250 Penalty: 2569.627686
	Iteration 35Q: 3 clusters Score -156893.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -156902.484375 Penalty: 2569.627686
	Iteration 36Q: 3 clusters Score -156902.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -156910.359375 Penalty: 2569.627686
	Iteration 37Q: 3 clusters Score -156910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -156917.109375 Penalty: 2569.627686
	Iteration 38Q: 3 clusters Score -156917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -156920.984375 Penalty: 2569.627686
	Iteration 39Q: 3 clusters Score -156921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -156925.562500 Penalty: 2569.627686
	Iteration 40F: 3 clusters Score -156925.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -156928.437500 Penalty: 2569.627686
	Iteration 41Q: 3 clusters Score -156928.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -156930.453125 Penalty: 2569.627686
	Iteration 42Q: 3 clusters Score -156930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -156932.703125 Penalty: 2569.627686
	Iteration 43Q: 3 clusters Score -156932.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -156933.953125 Penalty: 2569.627686
	Iteration 44Q: 3 clusters Score -156934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -156937.578125 Penalty: 2569.627686
	Iteration 45Q: 3 clusters Score -156937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -156943.703125 Penalty: 2569.627686
	Iteration 46Q: 3 clusters Score -156943.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -156951.328125 Penalty: 2569.627686
	Iteration 47Q: 3 clusters Score -156951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -156960.468750 Penalty: 2569.627686
	Iteration 48Q: 3 clusters Score -156960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -156964.156250 Penalty: 2569.627686
	Iteration 49Q: 3 clusters Score -156964.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -156968.468750 Penalty: 2569.627686
	Iteration 50Q: 3 clusters Score -156968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -156970.578125 Penalty: 2569.627686
	Iteration 51Q: 3 clusters Score -156970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -156972.484375 Penalty: 2569.627686
	Iteration 52Q: 3 clusters Score -156972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -156973.453125 Penalty: 2569.627686
	Iteration 53Q: 3 clusters Score -156973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -156973.703125 Penalty: 2569.627686
	Iteration 54Q: 3 clusters Score -156973.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -156973.703125 Penalty: 2569.627686
	Iteration 55F: 3 clusters Score -156973.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Entering Unmasked Estep 
Score: -573287.437500 Penalty: 1490.165161
	Iteration 0F: 2 clusters Score -573287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -566400.250000 Penalty: 2980.330322
	Iteration 0F: 3 clusters Score -566400.2 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -568606.937500 Penalty: 2980.330322
	Iteration 1F: 3 clusters Score -568606.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -568896.375000 Penalty: 2980.330322
	Iteration 2F: 3 clusters Score -568896.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -569205.187500 Penalty: 2980.330322
	Iteration 3F: 3 clusters Score -569205.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -569573.500000 Penalty: 2980.330322
	Iteration 4F: 3 clusters Score -569573.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -570048.062500 Penalty: 2980.330322
	Iteration 5F: 3 clusters Score -570048.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -570528.562500 Penalty: 2980.330322
	Iteration 6F: 3 clusters Score -570528.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -570909.625000 Penalty: 2980.330322
	Iteration 7F: 3 clusters Score -570909.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -571157.750000 Penalty: 2980.330322
	Iteration 8Q: 3 clusters Score -571157.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -571369.062500 Penalty: 2980.330322
	Iteration 9Q: 3 clusters Score -571369.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -571525.125000 Penalty: 2980.330322
	Iteration 10Q: 3 clusters Score -571525.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -571643.875000 Penalty: 2980.330322
	Iteration 11Q: 3 clusters Score -571643.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -571732.750000 Penalty: 2980.330322
	Iteration 12Q: 3 clusters Score -571732.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -571801.687500 Penalty: 2980.330322
	Iteration 13Q: 3 clusters Score -571801.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -571867.187500 Penalty: 2980.330322
	Iteration 14Q: 3 clusters Score -571867.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -571922.250000 Penalty: 2980.330322
	Iteration 15Q: 3 clusters Score -571922.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -571962.187500 Penalty: 2980.330322
	Iteration 16Q: 3 clusters Score -571962.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -571988.937500 Penalty: 2980.330322
	Iteration 17Q: 3 clusters Score -571988.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -572017.625000 Penalty: 2980.330322
	Iteration 18Q: 3 clusters Score -572017.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -572041.375000 Penalty: 2980.330322
	Iteration 19Q: 3 clusters Score -572041.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -572058.875000 Penalty: 2980.330322
	Iteration 20F: 3 clusters Score -572058.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -572077.250000 Penalty: 2980.330322
	Iteration 21Q: 3 clusters Score -572077.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -572096.125000 Penalty: 2980.330322
	Iteration 22Q: 3 clusters Score -572096.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -572111.437500 Penalty: 2980.330322
	Iteration 23Q: 3 clusters Score -572111.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -572124.187500 Penalty: 2980.330322
	Iteration 24Q: 3 clusters Score -572124.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -572138.000000 Penalty: 2980.330322
	Iteration 25Q: 3 clusters Score -572138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -572151.062500 Penalty: 2980.330322
	Iteration 26Q: 3 clusters Score -572151.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -572161.187500 Penalty: 2980.330322
	Iteration 27Q: 3 clusters Score -572161.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -572172.062500 Penalty: 2980.330322
	Iteration 28Q: 3 clusters Score -572172.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -572186.812500 Penalty: 2980.330322
	Iteration 29Q: 3 clusters Score -572186.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -572210.812500 Penalty: 2980.330322
	Iteration 30Q: 3 clusters Score -572210.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -572239.562500 Penalty: 2980.330322
	Iteration 31Q: 3 clusters Score -572239.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -572269.750000 Penalty: 2980.330322
	Iteration 32Q: 3 clusters Score -572269.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -572307.062500 Penalty: 2980.330322
	Iteration 33Q: 3 clusters Score -572307.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -572340.562500 Penalty: 2980.330322
	Iteration 34Q: 3 clusters Score -572340.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -572377.625000 Penalty: 2980.330322
	Iteration 35Q: 3 clusters Score -572377.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -572412.375000 Penalty: 2980.330322
	Iteration 36Q: 3 clusters Score -572412.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -572452.062500 Penalty: 2980.330322
	Iteration 37Q: 3 clusters Score -572452.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -572496.125000 Penalty: 2980.330322
	Iteration 38Q: 3 clusters Score -572496.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -572536.250000 Penalty: 2980.330322
	Iteration 39Q: 3 clusters Score -572536.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -572552.187500 Penalty: 2980.330322
	Iteration 40F: 3 clusters Score -572552.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -572568.250000 Penalty: 2980.330322
	Iteration 41Q: 3 clusters Score -572568.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -572580.937500 Penalty: 2980.330322
	Iteration 42Q: 3 clusters Score -572580.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -572588.937500 Penalty: 2980.330322
	Iteration 43Q: 3 clusters Score -572588.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -572597.312500 Penalty: 2980.330322
	Iteration 44Q: 3 clusters Score -572597.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -572607.250000 Penalty: 2980.330322
	Iteration 45Q: 3 clusters Score -572607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -572614.250000 Penalty: 2980.330322
	Iteration 46Q: 3 clusters Score -572614.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -572619.562500 Penalty: 2980.330322
	Iteration 47Q: 3 clusters Score -572619.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -572622.750000 Penalty: 2980.330322
	Iteration 48Q: 3 clusters Score -572622.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -572628.500000 Penalty: 2980.330322
	Iteration 49Q: 3 clusters Score -572628.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -572629.500000 Penalty: 2980.330322
	Iteration 50Q: 3 clusters Score -572629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -572633.062500 Penalty: 2980.330322
	Iteration 51Q: 3 clusters Score -572633.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -572637.312500 Penalty: 2980.330322
	Iteration 52Q: 3 clusters Score -572637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -572640.875000 Penalty: 2980.330322
	Iteration 53Q: 3 clusters Score -572640.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -572643.937500 Penalty: 2980.330322
	Iteration 54Q: 3 clusters Score -572643.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -572646.625000 Penalty: 2980.330322
	Iteration 55Q: 3 clusters Score -572646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -572647.062500 Penalty: 2980.330322
	Iteration 56Q: 3 clusters Score -572647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -572648.625000 Penalty: 2980.330322
	Iteration 57Q: 3 clusters Score -572648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -572649.687500 Penalty: 2980.330322
	Iteration 58Q: 3 clusters Score -572649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -572651.500000 Penalty: 2980.330322
	Iteration 59Q: 3 clusters Score -572651.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -572655.312500 Penalty: 2980.330322
	Iteration 60F: 3 clusters Score -572655.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -572658.750000 Penalty: 2980.330322
	Iteration 61Q: 3 clusters Score -572658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -572661.437500 Penalty: 2980.330322
	Iteration 62Q: 3 clusters Score -572661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -572662.062500 Penalty: 2980.330322
	Iteration 63Q: 3 clusters Score -572662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -572662.375000 Penalty: 2980.330322
	Iteration 64Q: 3 clusters Score -572662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -572662.875000 Penalty: 2980.330322
	Iteration 65Q: 3 clusters Score -572662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -572663.562500 Penalty: 2980.330322
	Iteration 66Q: 3 clusters Score -572663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -572663.812500 Penalty: 2980.330322
	Iteration 67Q: 3 clusters Score -572663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -572663.812500 Penalty: 2980.330322
	Iteration 68Q: 3 clusters Score -572663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -572665.625000 Penalty: 2980.330322
	Iteration 69Q: 3 clusters Score -572665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -572665.187500 Penalty: 2980.330322
	Iteration 70Q: 3 clusters Score -572665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -572664.750000 Penalty: 2980.330322
	Iteration 71Q: 3 clusters Score -572664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -572665.062500 Penalty: 2980.330322
	Iteration 72Q: 3 clusters Score -572665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -572665.062500 Penalty: 2980.330322
	Iteration 73F: 3 clusters Score -572665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -112013.171875 Penalty: 1237.566040
	Iteration 0F: 2 clusters Score -112013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109894.117188 Penalty: 2475.132080
	Iteration 0F: 3 clusters Score -109894.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -110367.554688 Penalty: 2475.132080
	Iteration 1F: 3 clusters Score -110367.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -110460.906250 Penalty: 2475.132080
	Iteration 2F: 3 clusters Score -110460.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -110510.703125 Penalty: 2475.132080
	Iteration 3Q: 3 clusters Score -110510.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -110535.593750 Penalty: 2475.132080
	Iteration 4Q: 3 clusters Score -110535.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -110559.554688 Penalty: 2475.132080
	Iteration 5Q: 3 clusters Score -110559.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -110576.453125 Penalty: 2475.132080
	Iteration 6Q: 3 clusters Score -110576.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -110589.390625 Penalty: 2475.132080
	Iteration 7Q: 3 clusters Score -110589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -110599.664062 Penalty: 2475.132080
	Iteration 8Q: 3 clusters Score -110599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -110608.523438 Penalty: 2475.132080
	Iteration 9Q: 3 clusters Score -110608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -110612.039062 Penalty: 2475.132080
	Iteration 10Q: 3 clusters Score -110612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -110614.304688 Penalty: 2475.132080
	Iteration 11Q: 3 clusters Score -110614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -110616.468750 Penalty: 2475.132080
	Iteration 12Q: 3 clusters Score -110616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -110619.140625 Penalty: 2475.132080
	Iteration 13Q: 3 clusters Score -110619.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -110621.343750 Penalty: 2475.132080
	Iteration 14Q: 3 clusters Score -110621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -110625.125000 Penalty: 2475.132080
	Iteration 15Q: 3 clusters Score -110625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -110628.281250 Penalty: 2475.132080
	Iteration 16Q: 3 clusters Score -110628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -110633.203125 Penalty: 2475.132080
	Iteration 17Q: 3 clusters Score -110633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -110637.937500 Penalty: 2475.132080
	Iteration 18Q: 3 clusters Score -110637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -110640.179688 Penalty: 2475.132080
	Iteration 19Q: 3 clusters Score -110640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -110641.968750 Penalty: 2475.132080
	Iteration 20F: 3 clusters Score -110642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -110643.093750 Penalty: 2475.132080
	Iteration 21Q: 3 clusters Score -110643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -110646.046875 Penalty: 2475.132080
	Iteration 22Q: 3 clusters Score -110646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -110647.703125 Penalty: 2475.132080
	Iteration 23Q: 3 clusters Score -110647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -110649.906250 Penalty: 2475.132080
	Iteration 24Q: 3 clusters Score -110649.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -110651.078125 Penalty: 2475.132080
	Iteration 25Q: 3 clusters Score -110651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -110651.250000 Penalty: 2475.132080
	Iteration 26Q: 3 clusters Score -110651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -110651.250000 Penalty: 2475.132080
	Iteration 27F: 3 clusters Score -110651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -147195.375000 Penalty: 1278.404663
	Iteration 0F: 2 clusters Score -147195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -144693.890625 Penalty: 2556.809326
	Iteration 0F: 3 clusters Score -144693.9 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -145256.671875 Penalty: 2556.809326
	Iteration 1F: 3 clusters Score -145256.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -145382.796875 Penalty: 2556.809326
	Iteration 2F: 3 clusters Score -145382.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -145474.687500 Penalty: 2556.809326
	Iteration 3F: 3 clusters Score -145474.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -145538.859375 Penalty: 2556.809326
	Iteration 4Q: 3 clusters Score -145538.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -145593.125000 Penalty: 2556.809326
	Iteration 5Q: 3 clusters Score -145593.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145632.453125 Penalty: 2556.809326
	Iteration 6Q: 3 clusters Score -145632.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -145668.312500 Penalty: 2556.809326
	Iteration 7Q: 3 clusters Score -145668.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -145711.125000 Penalty: 2556.809326
	Iteration 8Q: 3 clusters Score -145711.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -145748.406250 Penalty: 2556.809326
	Iteration 9Q: 3 clusters Score -145748.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -145779.843750 Penalty: 2556.809326
	Iteration 10Q: 3 clusters Score -145779.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -145811.156250 Penalty: 2556.809326
	Iteration 11Q: 3 clusters Score -145811.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -145841.687500 Penalty: 2556.809326
	Iteration 12Q: 3 clusters Score -145841.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -145871.640625 Penalty: 2556.809326
	Iteration 13Q: 3 clusters Score -145871.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -145894.109375 Penalty: 2556.809326
	Iteration 14Q: 3 clusters Score -145894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -145910.984375 Penalty: 2556.809326
	Iteration 15Q: 3 clusters Score -145911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -145923.671875 Penalty: 2556.809326
	Iteration 16Q: 3 clusters Score -145923.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -145937.921875 Penalty: 2556.809326
	Iteration 17Q: 3 clusters Score -145937.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -145950.281250 Penalty: 2556.809326
	Iteration 18Q: 3 clusters Score -145950.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -145961.171875 Penalty: 2556.809326
	Iteration 19Q: 3 clusters Score -145961.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -145974.078125 Penalty: 2556.809326
	Iteration 20F: 3 clusters Score -145974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -145982.421875 Penalty: 2556.809326
	Iteration 21Q: 3 clusters Score -145982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -145993.968750 Penalty: 2556.809326
	Iteration 22Q: 3 clusters Score -145994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -146000.843750 Penalty: 2556.809326
	Iteration 23Q: 3 clusters Score -146000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -146007.500000 Penalty: 2556.809326
	Iteration 24Q: 3 clusters Score -146007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -146013.734375 Penalty: 2556.809326
	Iteration 25Q: 3 clusters Score -146013.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -146020.703125 Penalty: 2556.809326
	Iteration 26Q: 3 clusters Score -146020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -146028.281250 Penalty: 2556.809326
	Iteration 27Q: 3 clusters Score -146028.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146036.000000 Penalty: 2556.809326
	Iteration 28Q: 3 clusters Score -146036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -146043.968750 Penalty: 2556.809326
	Iteration 29Q: 3 clusters Score -146044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146049.593750 Penalty: 2556.809326
	Iteration 30Q: 3 clusters Score -146049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -146055.406250 Penalty: 2556.809326
	Iteration 31Q: 3 clusters Score -146055.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146059.593750 Penalty: 2556.809326
	Iteration 32Q: 3 clusters Score -146059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146063.218750 Penalty: 2556.809326
	Iteration 33Q: 3 clusters Score -146063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -146067.093750 Penalty: 2556.809326
	Iteration 34Q: 3 clusters Score -146067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146069.875000 Penalty: 2556.809326
	Iteration 35Q: 3 clusters Score -146069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -146072.000000 Penalty: 2556.809326
	Iteration 36Q: 3 clusters Score -146072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -146072.937500 Penalty: 2556.809326
	Iteration 37Q: 3 clusters Score -146072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146074.640625 Penalty: 2556.809326
	Iteration 38Q: 3 clusters Score -146074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -146077.203125 Penalty: 2556.809326
	Iteration 39Q: 3 clusters Score -146077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -146078.359375 Penalty: 2556.809326
	Iteration 40F: 3 clusters Score -146078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -146079.656250 Penalty: 2556.809326
	Iteration 41Q: 3 clusters Score -146079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -146080.359375 Penalty: 2556.809326
	Iteration 42Q: 3 clusters Score -146080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -146081.328125 Penalty: 2556.809326
	Iteration 43Q: 3 clusters Score -146081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -146082.109375 Penalty: 2556.809326
	Iteration 44Q: 3 clusters Score -146082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -146082.953125 Penalty: 2556.809326
	Iteration 45Q: 3 clusters Score -146083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -146082.953125 Penalty: 2556.809326
	Iteration 46F: 3 clusters Score -146083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -76719.398438 Penalty: 1174.259033
	Iteration 0F: 2 clusters Score -76719.4 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 666 members 
Entering Unmasked Estep 
Score: -75035.679688 Penalty: 2348.518066
	Iteration 0F: 3 clusters Score -75035.68 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -75353.890625 Penalty: 2348.518066
	Iteration 1F: 3 clusters Score -75353.89 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -75434.984375 Penalty: 2348.518066
	Iteration 2F: 3 clusters Score -75434.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -75481.617188 Penalty: 2348.518066
	Iteration 3Q: 3 clusters Score -75481.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75523.960938 Penalty: 2348.518066
	Iteration 4Q: 3 clusters Score -75523.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -75559.906250 Penalty: 2348.518066
	Iteration 5Q: 3 clusters Score -75559.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75599.445312 Penalty: 2348.518066
	Iteration 6Q: 3 clusters Score -75599.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -75637.046875 Penalty: 2348.518066
	Iteration 7Q: 3 clusters Score -75637.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75666.734375 Penalty: 2348.518066
	Iteration 8Q: 3 clusters Score -75666.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75685.648438 Penalty: 2348.518066
	Iteration 9Q: 3 clusters Score -75685.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75706.554688 Penalty: 2348.518066
	Iteration 10Q: 3 clusters Score -75706.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75729.875000 Penalty: 2348.518066
	Iteration 11Q: 3 clusters Score -75729.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75748.289062 Penalty: 2348.518066
	Iteration 12Q: 3 clusters Score -75748.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75772.382812 Penalty: 2348.518066
	Iteration 13Q: 3 clusters Score -75772.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75790.265625 Penalty: 2348.518066
	Iteration 14Q: 3 clusters Score -75790.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75804.703125 Penalty: 2348.518066
	Iteration 15Q: 3 clusters Score -75804.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75811.992188 Penalty: 2348.518066
	Iteration 16Q: 3 clusters Score -75811.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75819.617188 Penalty: 2348.518066
	Iteration 17Q: 3 clusters Score -75819.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75824.859375 Penalty: 2348.518066
	Iteration 18Q: 3 clusters Score -75824.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75827.148438 Penalty: 2348.518066
	Iteration 19Q: 3 clusters Score -75827.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75830.914062 Penalty: 2348.518066
	Iteration 20F: 3 clusters Score -75830.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75838.281250 Penalty: 2348.518066
	Iteration 21Q: 3 clusters Score -75838.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75844.507812 Penalty: 2348.518066
	Iteration 22Q: 3 clusters Score -75844.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75852.023438 Penalty: 2348.518066
	Iteration 23Q: 3 clusters Score -75852.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75858.914062 Penalty: 2348.518066
	Iteration 24Q: 3 clusters Score -75858.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75864.140625 Penalty: 2348.518066
	Iteration 25Q: 3 clusters Score -75864.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75867.507812 Penalty: 2348.518066
	Iteration 26Q: 3 clusters Score -75867.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75868.640625 Penalty: 2348.518066
	Iteration 27Q: 3 clusters Score -75868.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75870.375000 Penalty: 2348.518066
	Iteration 28Q: 3 clusters Score -75870.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75870.375000 Penalty: 2348.518066
	Iteration 29F: 3 clusters Score -75870.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Entering Unmasked Estep 
Score: -195882.812500 Penalty: 1352.980347
	Iteration 0F: 2 clusters Score -195882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -192413.875000 Penalty: 2705.960693
	Iteration 0F: 3 clusters Score -192413.9 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -193337.890625 Penalty: 2705.960693
	Iteration 1F: 3 clusters Score -193337.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -193571.453125 Penalty: 2705.960693
	Iteration 2F: 3 clusters Score -193571.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -193751.359375 Penalty: 2705.960693
	Iteration 3F: 3 clusters Score -193751.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -193903.562500 Penalty: 2705.960693
	Iteration 4F: 3 clusters Score -193903.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -194028.453125 Penalty: 2705.960693
	Iteration 5Q: 3 clusters Score -194028.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -194131.546875 Penalty: 2705.960693
	Iteration 6Q: 3 clusters Score -194131.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -194226.890625 Penalty: 2705.960693
	Iteration 7Q: 3 clusters Score -194226.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -194307.593750 Penalty: 2705.960693
	Iteration 8Q: 3 clusters Score -194307.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -194375.984375 Penalty: 2705.960693
	Iteration 9Q: 3 clusters Score -194376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -194437.500000 Penalty: 2705.960693
	Iteration 10Q: 3 clusters Score -194437.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -194481.062500 Penalty: 2705.960693
	Iteration 11Q: 3 clusters Score -194481.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -194517.218750 Penalty: 2705.960693
	Iteration 12Q: 3 clusters Score -194517.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -194553.843750 Penalty: 2705.960693
	Iteration 13Q: 3 clusters Score -194553.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -194588.515625 Penalty: 2705.960693
	Iteration 14Q: 3 clusters Score -194588.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -194622.718750 Penalty: 2705.960693
	Iteration 15Q: 3 clusters Score -194622.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -194655.562500 Penalty: 2705.960693
	Iteration 16Q: 3 clusters Score -194655.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -194687.890625 Penalty: 2705.960693
	Iteration 17Q: 3 clusters Score -194687.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -194716.593750 Penalty: 2705.960693
	Iteration 18Q: 3 clusters Score -194716.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -194751.781250 Penalty: 2705.960693
	Iteration 19Q: 3 clusters Score -194751.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -194788.453125 Penalty: 2705.960693
	Iteration 20F: 3 clusters Score -194788.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -194825.671875 Penalty: 2705.960693
	Iteration 21Q: 3 clusters Score -194825.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -194852.640625 Penalty: 2705.960693
	Iteration 22Q: 3 clusters Score -194852.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -194873.281250 Penalty: 2705.960693
	Iteration 23Q: 3 clusters Score -194873.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -194890.859375 Penalty: 2705.960693
	Iteration 24Q: 3 clusters Score -194890.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -194908.000000 Penalty: 2705.960693
	Iteration 25Q: 3 clusters Score -194908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -194931.437500 Penalty: 2705.960693
	Iteration 26Q: 3 clusters Score -194931.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -194945.671875 Penalty: 2705.960693
	Iteration 27Q: 3 clusters Score -194945.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -194954.703125 Penalty: 2705.960693
	Iteration 28Q: 3 clusters Score -194954.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -194965.765625 Penalty: 2705.960693
	Iteration 29Q: 3 clusters Score -194965.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -194977.890625 Penalty: 2705.960693
	Iteration 30Q: 3 clusters Score -194977.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -194988.765625 Penalty: 2705.960693
	Iteration 31Q: 3 clusters Score -194988.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -194995.218750 Penalty: 2705.960693
	Iteration 32Q: 3 clusters Score -194995.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -195000.937500 Penalty: 2705.960693
	Iteration 33Q: 3 clusters Score -195000.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -195004.968750 Penalty: 2705.960693
	Iteration 34Q: 3 clusters Score -195005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -195010.218750 Penalty: 2705.960693
	Iteration 35Q: 3 clusters Score -195010.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -195013.281250 Penalty: 2705.960693
	Iteration 36Q: 3 clusters Score -195013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -195015.437500 Penalty: 2705.960693
	Iteration 37Q: 3 clusters Score -195015.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -195019.312500 Penalty: 2705.960693
	Iteration 38Q: 3 clusters Score -195019.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -195024.859375 Penalty: 2705.960693
	Iteration 39Q: 3 clusters Score -195024.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -195029.312500 Penalty: 2705.960693
	Iteration 40F: 3 clusters Score -195029.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -195037.562500 Penalty: 2705.960693
	Iteration 41Q: 3 clusters Score -195037.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -195046.015625 Penalty: 2705.960693
	Iteration 42Q: 3 clusters Score -195046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -195051.234375 Penalty: 2705.960693
	Iteration 43Q: 3 clusters Score -195051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -195055.453125 Penalty: 2705.960693
	Iteration 44Q: 3 clusters Score -195055.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -195059.265625 Penalty: 2705.960693
	Iteration 45Q: 3 clusters Score -195059.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -195064.984375 Penalty: 2705.960693
	Iteration 46Q: 3 clusters Score -195065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -195069.437500 Penalty: 2705.960693
	Iteration 47Q: 3 clusters Score -195069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -195072.125000 Penalty: 2705.960693
	Iteration 48Q: 3 clusters Score -195072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -195072.578125 Penalty: 2705.960693
	Iteration 49Q: 3 clusters Score -195072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -195073.625000 Penalty: 2705.960693
	Iteration 50Q: 3 clusters Score -195073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -195073.906250 Penalty: 2705.960693
	Iteration 51Q: 3 clusters Score -195073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -195073.906250 Penalty: 2705.960693
	Iteration 52F: 3 clusters Score -195073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (26559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Entering Unmasked Estep 
Score: -1578075.375000 Penalty: 1655.407715
	Iteration 0F: 2 clusters Score -1578075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1560032.750000 Penalty: 3310.815430
	Iteration 0F: 3 clusters Score -1560033 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1566899.500000 Penalty: 3310.815430
	Iteration 1F: 3 clusters Score -1566900 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1567420.750000 Penalty: 3310.815430
	Iteration 2F: 3 clusters Score -1567421 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1568041.375000 Penalty: 3310.815430
	Iteration 3F: 3 clusters Score -1568041 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1568799.000000 Penalty: 3310.815430
	Iteration 4F: 3 clusters Score -1568799 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1569741.750000 Penalty: 3310.815430
	Iteration 5F: 3 clusters Score -1569742 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1570695.250000 Penalty: 3310.815430
	Iteration 6F: 3 clusters Score -1570695 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1571618.500000 Penalty: 3310.815430
	Iteration 7F: 3 clusters Score -1571618 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1572560.000000 Penalty: 3310.815430
	Iteration 8F: 3 clusters Score -1572560 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1573398.125000 Penalty: 3310.815430
	Iteration 9Q: 3 clusters Score -1573398 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -1574121.000000 Penalty: 3310.815430
	Iteration 10Q: 3 clusters Score -1574121 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -1574782.375000 Penalty: 3310.815430
	Iteration 11Q: 3 clusters Score -1574782 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -1575334.375000 Penalty: 3310.815430
	Iteration 12Q: 3 clusters Score -1575334 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -1575780.125000 Penalty: 3310.815430
	Iteration 13Q: 3 clusters Score -1575780 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -1576102.000000 Penalty: 3310.815430
	Iteration 14Q: 3 clusters Score -1576102 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -1576306.625000 Penalty: 3310.815430
	Iteration 15Q: 3 clusters Score -1576307 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -1576409.500000 Penalty: 3310.815430
	Iteration 16Q: 3 clusters Score -1576410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -1576479.375000 Penalty: 3310.815430
	Iteration 17Q: 3 clusters Score -1576479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1576534.500000 Penalty: 3310.815430
	Iteration 18Q: 3 clusters Score -1576534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -1576571.500000 Penalty: 3310.815430
	Iteration 19Q: 3 clusters Score -1576572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -1576603.000000 Penalty: 3310.815430
	Iteration 20F: 3 clusters Score -1576603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -1576629.750000 Penalty: 3310.815430
	Iteration 21Q: 3 clusters Score -1576630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -1576649.375000 Penalty: 3310.815430
	Iteration 22Q: 3 clusters Score -1576649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1576666.750000 Penalty: 3310.815430
	Iteration 23Q: 3 clusters Score -1576667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -1576680.375000 Penalty: 3310.815430
	Iteration 24Q: 3 clusters Score -1576680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -1576690.750000 Penalty: 3310.815430
	Iteration 25Q: 3 clusters Score -1576691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -1576696.375000 Penalty: 3310.815430
	Iteration 26Q: 3 clusters Score -1576696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -1576705.000000 Penalty: 3310.815430
	Iteration 27Q: 3 clusters Score -1576705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1576709.375000 Penalty: 3310.815430
	Iteration 28Q: 3 clusters Score -1576709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -1576709.250000 Penalty: 3310.815430
	Iteration 29Q: 3 clusters Score -1576709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1576712.875000 Penalty: 3310.815430
	Iteration 30Q: 3 clusters Score -1576713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -1576712.875000 Penalty: 3310.815430
	Iteration 31F: 3 clusters Score -1576713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -30973.623047 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -30973.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29787.419922 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -29787.42 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30063.751953 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -30063.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -30145.326172 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -30145.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30190.810547 Penalty: 2102.001953
	Iteration 3Q: 3 clusters Score -30190.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30228.015625 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -30228.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30255.417969 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -30255.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30282.724609 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -30282.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -30317.935547 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -30317.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30362.230469 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -30362.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30403.076172 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -30403.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30445.330078 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -30445.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30525.886719 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -30525.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30614.199219 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -30614.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30708.925781 Penalty: 2102.001953
	Iteration 13Q: 3 clusters Score -30708.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30847.339844 Penalty: 2102.001953
	Iteration 14Q: 3 clusters Score -30847.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31011.724609 Penalty: 2102.001953
	Iteration 15Q: 3 clusters Score -31011.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31065.003906 Penalty: 2102.001953
	Iteration 16Q: 3 clusters Score -31065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31076.404297 Penalty: 2102.001953
	Iteration 17Q: 3 clusters Score -31076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31076.404297 Penalty: 2102.001953
	Iteration 18F: 3 clusters Score -31076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 2064 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 4947 members 
Mstep: Class 6 contains 15775 members 
Mstep: Class 7 contains 6137 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 9673 members 
Mstep: Class 14 contains 5773 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 445 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 436 members 
Mstep: Class 23 contains 16735 members 
Mstep: Class 24 contains 11310 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 1399 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 9607 members 
Mstep: Class 30 contains 2030 members 
Mstep: Class 31 contains 2610 members 
Mstep: Class 32 contains 1375 members 
Mstep: Class 33 contains 4130 members 
Mstep: Class 34 contains 26559 members 
Mstep: Class 35 contains 338 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 1161 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 2216 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 574 members 
Mstep: Class 43 contains 306 members 
Entering Unmasked Estep 
Score: -12703066.000000 Penalty: 86384.187500
Splitting cluster 35 changes total score from -12703921.000000 to -12703066.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -161280.265625 Penalty: 1291.210327
	Iteration 0F: 2 clusters Score -161280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -158631.828125 Penalty: 2582.420654
	Iteration 0F: 3 clusters Score -158631.8 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -159192.296875 Penalty: 2582.420654
	Iteration 1F: 3 clusters Score -159192.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -159354.250000 Penalty: 2582.420654
	Iteration 2F: 3 clusters Score -159354.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -159449.515625 Penalty: 2582.420654
	Iteration 3F: 3 clusters Score -159449.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -159526.796875 Penalty: 2582.420654
	Iteration 4Q: 3 clusters Score -159526.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -159588.328125 Penalty: 2582.420654
	Iteration 5Q: 3 clusters Score -159588.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -159630.406250 Penalty: 2582.420654
	Iteration 6Q: 3 clusters Score -159630.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -159662.937500 Penalty: 2582.420654
	Iteration 7Q: 3 clusters Score -159662.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -159680.953125 Penalty: 2582.420654
	Iteration 8Q: 3 clusters Score -159681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -159696.687500 Penalty: 2582.420654
	Iteration 9Q: 3 clusters Score -159696.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -159712.500000 Penalty: 2582.420654
	Iteration 10Q: 3 clusters Score -159712.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -159726.531250 Penalty: 2582.420654
	Iteration 11Q: 3 clusters Score -159726.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -159738.562500 Penalty: 2582.420654
	Iteration 12Q: 3 clusters Score -159738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -159745.984375 Penalty: 2582.420654
	Iteration 13Q: 3 clusters Score -159746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -159754.265625 Penalty: 2582.420654
	Iteration 14Q: 3 clusters Score -159754.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -159762.312500 Penalty: 2582.420654
	Iteration 15Q: 3 clusters Score -159762.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -159768.937500 Penalty: 2582.420654
	Iteration 16Q: 3 clusters Score -159768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -159773.859375 Penalty: 2582.420654
	Iteration 17Q: 3 clusters Score -159773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -159777.609375 Penalty: 2582.420654
	Iteration 18Q: 3 clusters Score -159777.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -159784.890625 Penalty: 2582.420654
	Iteration 19Q: 3 clusters Score -159784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -159790.906250 Penalty: 2582.420654
	Iteration 20F: 3 clusters Score -159790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -159797.375000 Penalty: 2582.420654
	Iteration 21Q: 3 clusters Score -159797.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -159803.937500 Penalty: 2582.420654
	Iteration 22Q: 3 clusters Score -159803.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -159809.250000 Penalty: 2582.420654
	Iteration 23Q: 3 clusters Score -159809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -159813.781250 Penalty: 2582.420654
	Iteration 24Q: 3 clusters Score -159813.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -159815.359375 Penalty: 2582.420654
	Iteration 25Q: 3 clusters Score -159815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -159817.984375 Penalty: 2582.420654
	Iteration 26Q: 3 clusters Score -159818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -159819.546875 Penalty: 2582.420654
	Iteration 27Q: 3 clusters Score -159819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -159821.265625 Penalty: 2582.420654
	Iteration 28Q: 3 clusters Score -159821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -159822.921875 Penalty: 2582.420654
	Iteration 29Q: 3 clusters Score -159822.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -159826.828125 Penalty: 2582.420654
	Iteration 30Q: 3 clusters Score -159826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -159833.234375 Penalty: 2582.420654
	Iteration 31Q: 3 clusters Score -159833.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -159840.765625 Penalty: 2582.420654
	Iteration 32Q: 3 clusters Score -159840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159845.656250 Penalty: 2582.420654
	Iteration 33Q: 3 clusters Score -159845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -159848.718750 Penalty: 2582.420654
	Iteration 34Q: 3 clusters Score -159848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -159851.390625 Penalty: 2582.420654
	Iteration 35Q: 3 clusters Score -159851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159854.890625 Penalty: 2582.420654
	Iteration 36Q: 3 clusters Score -159854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -159859.937500 Penalty: 2582.420654
	Iteration 37Q: 3 clusters Score -159859.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -159864.859375 Penalty: 2582.420654
	Iteration 38Q: 3 clusters Score -159864.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -159876.796875 Penalty: 2582.420654
	Iteration 39Q: 3 clusters Score -159876.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159888.906250 Penalty: 2582.420654
	Iteration 40F: 3 clusters Score -159888.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -159902.187500 Penalty: 2582.420654
	Iteration 41Q: 3 clusters Score -159902.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -159909.250000 Penalty: 2582.420654
	Iteration 42Q: 3 clusters Score -159909.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159915.859375 Penalty: 2582.420654
	Iteration 43Q: 3 clusters Score -159915.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -159921.515625 Penalty: 2582.420654
	Iteration 44Q: 3 clusters Score -159921.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -159924.859375 Penalty: 2582.420654
	Iteration 45Q: 3 clusters Score -159924.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -159927.484375 Penalty: 2582.420654
	Iteration 46Q: 3 clusters Score -159927.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159932.234375 Penalty: 2582.420654
	Iteration 47Q: 3 clusters Score -159932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -159937.546875 Penalty: 2582.420654
	Iteration 48Q: 3 clusters Score -159937.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -159945.281250 Penalty: 2582.420654
	Iteration 49Q: 3 clusters Score -159945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159953.375000 Penalty: 2582.420654
	Iteration 50Q: 3 clusters Score -159953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -159960.812500 Penalty: 2582.420654
	Iteration 51Q: 3 clusters Score -159960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -159972.687500 Penalty: 2582.420654
	Iteration 52Q: 3 clusters Score -159972.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -159982.000000 Penalty: 2582.420654
	Iteration 53Q: 3 clusters Score -159982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -159993.562500 Penalty: 2582.420654
	Iteration 54Q: 3 clusters Score -159993.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160006.578125 Penalty: 2582.420654
	Iteration 55Q: 3 clusters Score -160006.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160019.125000 Penalty: 2582.420654
	Iteration 56Q: 3 clusters Score -160019.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -160030.750000 Penalty: 2582.420654
	Iteration 57Q: 3 clusters Score -160030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160041.390625 Penalty: 2582.420654
	Iteration 58Q: 3 clusters Score -160041.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -160048.546875 Penalty: 2582.420654
	Iteration 59Q: 3 clusters Score -160048.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160053.296875 Penalty: 2582.420654
	Iteration 60F: 3 clusters Score -160053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160059.562500 Penalty: 2582.420654
	Iteration 61Q: 3 clusters Score -160059.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -160064.546875 Penalty: 2582.420654
	Iteration 62Q: 3 clusters Score -160064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -160067.953125 Penalty: 2582.420654
	Iteration 63Q: 3 clusters Score -160068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160072.187500 Penalty: 2582.420654
	Iteration 64Q: 3 clusters Score -160072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -160075.968750 Penalty: 2582.420654
	Iteration 65Q: 3 clusters Score -160076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160077.750000 Penalty: 2582.420654
	Iteration 66Q: 3 clusters Score -160077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160079.765625 Penalty: 2582.420654
	Iteration 67Q: 3 clusters Score -160079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160080.296875 Penalty: 2582.420654
	Iteration 68Q: 3 clusters Score -160080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -160081.750000 Penalty: 2582.420654
	Iteration 69Q: 3 clusters Score -160081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160083.625000 Penalty: 2582.420654
	Iteration 70Q: 3 clusters Score -160083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -160084.437500 Penalty: 2582.420654
	Iteration 71Q: 3 clusters Score -160084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -160085.718750 Penalty: 2582.420654
	Iteration 72Q: 3 clusters Score -160085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -160086.703125 Penalty: 2582.420654
	Iteration 73Q: 3 clusters Score -160086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160087.578125 Penalty: 2582.420654
	Iteration 74Q: 3 clusters Score -160087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -160088.859375 Penalty: 2582.420654
	Iteration 75Q: 3 clusters Score -160088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -160089.625000 Penalty: 2582.420654
	Iteration 76Q: 3 clusters Score -160089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160090.156250 Penalty: 2582.420654
	Iteration 77Q: 3 clusters Score -160090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160090.390625 Penalty: 2582.420654
	Iteration 78Q: 3 clusters Score -160090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160090.468750 Penalty: 2582.420654
	Iteration 79Q: 3 clusters Score -160090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160091.906250 Penalty: 2582.420654
	Iteration 80F: 3 clusters Score -160091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -160093.968750 Penalty: 2582.420654
	Iteration 81Q: 3 clusters Score -160094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160095.140625 Penalty: 2582.420654
	Iteration 82Q: 3 clusters Score -160095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -160097.609375 Penalty: 2582.420654
	Iteration 83Q: 3 clusters Score -160097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160098.828125 Penalty: 2582.420654
	Iteration 84Q: 3 clusters Score -160098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160099.437500 Penalty: 2582.420654
	Iteration 85Q: 3 clusters Score -160099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160100.734375 Penalty: 2582.420654
	Iteration 86Q: 3 clusters Score -160100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160101.234375 Penalty: 2582.420654
	Iteration 87Q: 3 clusters Score -160101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160101.734375 Penalty: 2582.420654
	Iteration 88Q: 3 clusters Score -160101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160101.734375 Penalty: 2582.420654
	Iteration 89F: 3 clusters Score -160101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -61882.507812 Penalty: 1146.768433
	Iteration 0F: 2 clusters Score -61882.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60326.558594 Penalty: 2293.536865
	Iteration 0F: 3 clusters Score -60326.56 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60624.312500 Penalty: 2293.536865
	Iteration 1F: 3 clusters Score -60624.31 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -60720.621094 Penalty: 2293.536865
	Iteration 2F: 3 clusters Score -60720.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60783.980469 Penalty: 2293.536865
	Iteration 3Q: 3 clusters Score -60783.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60865.066406 Penalty: 2293.536865
	Iteration 4Q: 3 clusters Score -60865.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60942.425781 Penalty: 2293.536865
	Iteration 5Q: 3 clusters Score -60942.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -60993.277344 Penalty: 2293.536865
	Iteration 6Q: 3 clusters Score -60993.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -61024.460938 Penalty: 2293.536865
	Iteration 7Q: 3 clusters Score -61024.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -61039.406250 Penalty: 2293.536865
	Iteration 8Q: 3 clusters Score -61039.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -61051.671875 Penalty: 2293.536865
	Iteration 9Q: 3 clusters Score -61051.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -61064.980469 Penalty: 2293.536865
	Iteration 10Q: 3 clusters Score -61064.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -61078.832031 Penalty: 2293.536865
	Iteration 11Q: 3 clusters Score -61078.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61094.273438 Penalty: 2293.536865
	Iteration 12Q: 3 clusters Score -61094.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -61108.753906 Penalty: 2293.536865
	Iteration 13Q: 3 clusters Score -61108.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -61119.898438 Penalty: 2293.536865
	Iteration 14Q: 3 clusters Score -61119.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61135.785156 Penalty: 2293.536865
	Iteration 15Q: 3 clusters Score -61135.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61161.718750 Penalty: 2293.536865
	Iteration 16Q: 3 clusters Score -61161.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -61186.535156 Penalty: 2293.536865
	Iteration 17Q: 3 clusters Score -61186.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -61215.761719 Penalty: 2293.536865
	Iteration 18Q: 3 clusters Score -61215.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -61247.718750 Penalty: 2293.536865
	Iteration 19Q: 3 clusters Score -61247.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -61297.968750 Penalty: 2293.536865
	Iteration 20F: 3 clusters Score -61297.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61344.070312 Penalty: 2293.536865
	Iteration 21Q: 3 clusters Score -61344.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61372.144531 Penalty: 2293.536865
	Iteration 22Q: 3 clusters Score -61372.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61400.722656 Penalty: 2293.536865
	Iteration 23Q: 3 clusters Score -61400.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61426.324219 Penalty: 2293.536865
	Iteration 24Q: 3 clusters Score -61426.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61446.003906 Penalty: 2293.536865
	Iteration 25Q: 3 clusters Score -61446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -61466.671875 Penalty: 2293.536865
	Iteration 26Q: 3 clusters Score -61466.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61493.238281 Penalty: 2293.536865
	Iteration 27Q: 3 clusters Score -61493.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -61516.460938 Penalty: 2293.536865
	Iteration 28Q: 3 clusters Score -61516.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -61549.023438 Penalty: 2293.536865
	Iteration 29Q: 3 clusters Score -61549.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -61575.015625 Penalty: 2293.536865
	Iteration 30Q: 3 clusters Score -61575.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -61599.464844 Penalty: 2293.536865
	Iteration 31Q: 3 clusters Score -61599.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -61621.226562 Penalty: 2293.536865
	Iteration 32Q: 3 clusters Score -61621.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -61647.082031 Penalty: 2293.536865
	Iteration 33Q: 3 clusters Score -61647.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -61668.476562 Penalty: 2293.536865
	Iteration 34Q: 3 clusters Score -61668.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -61680.933594 Penalty: 2293.536865
	Iteration 35Q: 3 clusters Score -61680.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -61697.199219 Penalty: 2293.536865
	Iteration 36Q: 3 clusters Score -61697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -61702.941406 Penalty: 2293.536865
	Iteration 37Q: 3 clusters Score -61702.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -61704.066406 Penalty: 2293.536865
	Iteration 38Q: 3 clusters Score -61704.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -61704.066406 Penalty: 2293.536865
	Iteration 39F: 3 clusters Score -61704.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -66190.476562 Penalty: 1146.067139
	Iteration 0F: 2 clusters Score -66190.48 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 590 members 
Entering Unmasked Estep 
Score: -64608.710938 Penalty: 2292.134277
	Iteration 0F: 3 clusters Score -64608.71 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -64893.765625 Penalty: 2292.134277
	Iteration 1F: 3 clusters Score -64893.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64991.457031 Penalty: 2292.134277
	Iteration 2F: 3 clusters Score -64991.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -65049.574219 Penalty: 2292.134277
	Iteration 3Q: 3 clusters Score -65049.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65085.464844 Penalty: 2292.134277
	Iteration 4Q: 3 clusters Score -65085.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65112.316406 Penalty: 2292.134277
	Iteration 5Q: 3 clusters Score -65112.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -65126.363281 Penalty: 2292.134277
	Iteration 6Q: 3 clusters Score -65126.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65139.554688 Penalty: 2292.134277
	Iteration 7Q: 3 clusters Score -65139.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -65146.230469 Penalty: 2292.134277
	Iteration 8Q: 3 clusters Score -65146.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -65151.769531 Penalty: 2292.134277
	Iteration 9Q: 3 clusters Score -65151.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -65161.542969 Penalty: 2292.134277
	Iteration 10Q: 3 clusters Score -65161.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65168.101562 Penalty: 2292.134277
	Iteration 11Q: 3 clusters Score -65168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -65171.765625 Penalty: 2292.134277
	Iteration 12Q: 3 clusters Score -65171.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65173.183594 Penalty: 2292.134277
	Iteration 13Q: 3 clusters Score -65173.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -65174.070312 Penalty: 2292.134277
	Iteration 14Q: 3 clusters Score -65174.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -65174.070312 Penalty: 2292.134277
	Iteration 15F: 3 clusters Score -65174.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -414575.906250 Penalty: 1439.808105
	Iteration 0F: 2 clusters Score -414575.9 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 3416 members 
Entering Unmasked Estep 
Score: -409251.750000 Penalty: 2879.616211
	Iteration 0F: 3 clusters Score -409251.8 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -410964.437500 Penalty: 2879.616211
	Iteration 1F: 3 clusters Score -410964.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -411308.343750 Penalty: 2879.616211
	Iteration 2F: 3 clusters Score -411308.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -411630.281250 Penalty: 2879.616211
	Iteration 3F: 3 clusters Score -411630.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -411969.937500 Penalty: 2879.616211
	Iteration 4F: 3 clusters Score -411969.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -412298.593750 Penalty: 2879.616211
	Iteration 5F: 3 clusters Score -412298.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -412628.406250 Penalty: 2879.616211
	Iteration 6F: 3 clusters Score -412628.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -412914.625000 Penalty: 2879.616211
	Iteration 7Q: 3 clusters Score -412914.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -413159.718750 Penalty: 2879.616211
	Iteration 8Q: 3 clusters Score -413159.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -413348.750000 Penalty: 2879.616211
	Iteration 9Q: 3 clusters Score -413348.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -413504.437500 Penalty: 2879.616211
	Iteration 10Q: 3 clusters Score -413504.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -413589.687500 Penalty: 2879.616211
	Iteration 11Q: 3 clusters Score -413589.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -413639.687500 Penalty: 2879.616211
	Iteration 12Q: 3 clusters Score -413639.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -413683.093750 Penalty: 2879.616211
	Iteration 13Q: 3 clusters Score -413683.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -413721.500000 Penalty: 2879.616211
	Iteration 14Q: 3 clusters Score -413721.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -413755.156250 Penalty: 2879.616211
	Iteration 15Q: 3 clusters Score -413755.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -413782.156250 Penalty: 2879.616211
	Iteration 16Q: 3 clusters Score -413782.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -413805.875000 Penalty: 2879.616211
	Iteration 17Q: 3 clusters Score -413805.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -413824.250000 Penalty: 2879.616211
	Iteration 18Q: 3 clusters Score -413824.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -413834.187500 Penalty: 2879.616211
	Iteration 19Q: 3 clusters Score -413834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -413837.218750 Penalty: 2879.616211
	Iteration 20F: 3 clusters Score -413837.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -413843.093750 Penalty: 2879.616211
	Iteration 21Q: 3 clusters Score -413843.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -413847.250000 Penalty: 2879.616211
	Iteration 22Q: 3 clusters Score -413847.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -413854.750000 Penalty: 2879.616211
	Iteration 23Q: 3 clusters Score -413854.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -413859.718750 Penalty: 2879.616211
	Iteration 24Q: 3 clusters Score -413859.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -413861.843750 Penalty: 2879.616211
	Iteration 25Q: 3 clusters Score -413861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -413863.062500 Penalty: 2879.616211
	Iteration 26Q: 3 clusters Score -413863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -413864.593750 Penalty: 2879.616211
	Iteration 27Q: 3 clusters Score -413864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -413866.406250 Penalty: 2879.616211
	Iteration 28Q: 3 clusters Score -413866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -413866.375000 Penalty: 2879.616211
	Iteration 29Q: 3 clusters Score -413866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -413867.156250 Penalty: 2879.616211
	Iteration 30Q: 3 clusters Score -413867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -413867.500000 Penalty: 2879.616211
	Iteration 31Q: 3 clusters Score -413867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -413867.500000 Penalty: 2879.616211
	Iteration 32F: 3 clusters Score -413867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -124300.453125 Penalty: 1251.812134
	Iteration 0F: 2 clusters Score -124300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -122057.078125 Penalty: 2503.624268
	Iteration 0F: 3 clusters Score -122057.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -122599.187500 Penalty: 2503.624268
	Iteration 1F: 3 clusters Score -122599.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -122757.281250 Penalty: 2503.624268
	Iteration 2F: 3 clusters Score -122757.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -122889.687500 Penalty: 2503.624268
	Iteration 3F: 3 clusters Score -122889.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -123021.914062 Penalty: 2503.624268
	Iteration 4F: 3 clusters Score -123021.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -123140.445312 Penalty: 2503.624268
	Iteration 5F: 3 clusters Score -123140.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -123239.500000 Penalty: 2503.624268
	Iteration 6Q: 3 clusters Score -123239.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -123322.789062 Penalty: 2503.624268
	Iteration 7Q: 3 clusters Score -123322.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -123386.617188 Penalty: 2503.624268
	Iteration 8Q: 3 clusters Score -123386.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -123453.054688 Penalty: 2503.624268
	Iteration 9Q: 3 clusters Score -123453.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -123503.851562 Penalty: 2503.624268
	Iteration 10Q: 3 clusters Score -123503.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -123536.382812 Penalty: 2503.624268
	Iteration 11Q: 3 clusters Score -123536.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -123570.695312 Penalty: 2503.624268
	Iteration 12Q: 3 clusters Score -123570.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -123597.296875 Penalty: 2503.624268
	Iteration 13Q: 3 clusters Score -123597.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -123617.664062 Penalty: 2503.624268
	Iteration 14Q: 3 clusters Score -123617.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -123630.273438 Penalty: 2503.624268
	Iteration 15Q: 3 clusters Score -123630.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -123643.437500 Penalty: 2503.624268
	Iteration 16Q: 3 clusters Score -123643.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -123652.320312 Penalty: 2503.624268
	Iteration 17Q: 3 clusters Score -123652.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -123663.226562 Penalty: 2503.624268
	Iteration 18Q: 3 clusters Score -123663.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -123680.281250 Penalty: 2503.624268
	Iteration 19Q: 3 clusters Score -123680.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -123701.695312 Penalty: 2503.624268
	Iteration 20F: 3 clusters Score -123701.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -123720.914062 Penalty: 2503.624268
	Iteration 21Q: 3 clusters Score -123720.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -123746.875000 Penalty: 2503.624268
	Iteration 22Q: 3 clusters Score -123746.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -123765.359375 Penalty: 2503.624268
	Iteration 23Q: 3 clusters Score -123765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -123775.476562 Penalty: 2503.624268
	Iteration 24Q: 3 clusters Score -123775.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -123791.867188 Penalty: 2503.624268
	Iteration 25Q: 3 clusters Score -123791.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -123798.414062 Penalty: 2503.624268
	Iteration 26Q: 3 clusters Score -123798.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -123803.382812 Penalty: 2503.624268
	Iteration 27Q: 3 clusters Score -123803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -123806.304688 Penalty: 2503.624268
	Iteration 28Q: 3 clusters Score -123806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -123807.640625 Penalty: 2503.624268
	Iteration 29Q: 3 clusters Score -123807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -123809.031250 Penalty: 2503.624268
	Iteration 30Q: 3 clusters Score -123809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -123809.031250 Penalty: 2503.624268
	Iteration 31F: 3 clusters Score -123809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -188516.734375 Penalty: 1305.680176
	Iteration 0F: 2 clusters Score -188516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -185756.234375 Penalty: 2611.360352
	Iteration 0F: 3 clusters Score -185756.2 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -186429.656250 Penalty: 2611.360352
	Iteration 1F: 3 clusters Score -186429.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -186559.718750 Penalty: 2611.360352
	Iteration 2F: 3 clusters Score -186559.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -186638.812500 Penalty: 2611.360352
	Iteration 3Q: 3 clusters Score -186638.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -186695.640625 Penalty: 2611.360352
	Iteration 4Q: 3 clusters Score -186695.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -186738.515625 Penalty: 2611.360352
	Iteration 5Q: 3 clusters Score -186738.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -186772.640625 Penalty: 2611.360352
	Iteration 6Q: 3 clusters Score -186772.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -186805.609375 Penalty: 2611.360352
	Iteration 7Q: 3 clusters Score -186805.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -186848.171875 Penalty: 2611.360352
	Iteration 8Q: 3 clusters Score -186848.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -186883.984375 Penalty: 2611.360352
	Iteration 9Q: 3 clusters Score -186884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -186915.078125 Penalty: 2611.360352
	Iteration 10Q: 3 clusters Score -186915.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -186937.156250 Penalty: 2611.360352
	Iteration 11Q: 3 clusters Score -186937.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -186957.671875 Penalty: 2611.360352
	Iteration 12Q: 3 clusters Score -186957.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -186972.562500 Penalty: 2611.360352
	Iteration 13Q: 3 clusters Score -186972.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -186985.953125 Penalty: 2611.360352
	Iteration 14Q: 3 clusters Score -186986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -186998.328125 Penalty: 2611.360352
	Iteration 15Q: 3 clusters Score -186998.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -187006.156250 Penalty: 2611.360352
	Iteration 16Q: 3 clusters Score -187006.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -187011.687500 Penalty: 2611.360352
	Iteration 17Q: 3 clusters Score -187011.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -187013.875000 Penalty: 2611.360352
	Iteration 18Q: 3 clusters Score -187013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187016.078125 Penalty: 2611.360352
	Iteration 19Q: 3 clusters Score -187016.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187018.343750 Penalty: 2611.360352
	Iteration 20F: 3 clusters Score -187018.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -187020.312500 Penalty: 2611.360352
	Iteration 21Q: 3 clusters Score -187020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -187021.312500 Penalty: 2611.360352
	Iteration 22Q: 3 clusters Score -187021.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -187021.968750 Penalty: 2611.360352
	Iteration 23Q: 3 clusters Score -187022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187022.281250 Penalty: 2611.360352
	Iteration 24Q: 3 clusters Score -187022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -187022.531250 Penalty: 2611.360352
	Iteration 25Q: 3 clusters Score -187022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -187022.968750 Penalty: 2611.360352
	Iteration 26Q: 3 clusters Score -187023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -187023.484375 Penalty: 2611.360352
	Iteration 27Q: 3 clusters Score -187023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -187023.484375 Penalty: 2611.360352
	Iteration 28F: 3 clusters Score -187023.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -32103.796875 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -32103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30979.101562 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -30979.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31146.970703 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -31146.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -31231.291016 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -31231.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31287.835938 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -31287.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -31305.310547 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -31305.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31318.207031 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -31318.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31331.888672 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -31331.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31335.375000 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -31335.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31336.847656 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -31336.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31336.847656 Penalty: 2064.604492
	Iteration 9F: 3 clusters Score -31336.85 nChanged 0
--- Evaluating fit on full set of 701719 points ---
Entering Unmasked Estep 
Score: -38226748.000000 Penalty: 91873.296875
25->43 Clusters: Score -38226748.000000, best is -38243444.000000

Main iterations: 0 (time per=infms)
Total iterations: 47158 (time per=73.573308ms)
Iterations metric 2: 375980032000.000000 (time per=9.228070ns)
Iterations metric 3: 9023379210240.000000 (time per=384.508950ps)

That took 3469.570068 seconds.
